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    1. To test the function on mammalian cells of PTEN N-terminal mutations displaying distinctive nuclear accumulation, stable human osteosarcoma U2OS Tet-Off cell lines expressing PTEN 1-375/L23F and 1-375/N31A mutations were

      [Paragraph-level] PMCID: PMC4398541 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the L23F and N31A mutations alter the molecular function of PTEN, specifically its PIP3 catalytic activity and nuclear accumulation, indicating changes in biochemical function. Oncogenic: The results indicate that the L23F mutation leads to a complete loss-of-function in terms of cell growth inhibitory capacity, suggesting that it contributes to tumor development or progression.

      Gene→Variant (gene-first): 5728:L23F 5728:N31A

      Genes: 5728

      Variants: L23F N31A

    2. Since specific residues from the positively charged motif at the PTEN N-terminus NLS (Lys13Arg14Arg15; KRR motif) (Fig 2A) are important for nuclear localization or phosphatase activity in vivo, we performed additional a

      [Paragraph-level] PMCID: PMC4398541 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how specific mutations (K13R, R14K, K13E, etc.) affect the molecular functions of PTEN, including its nuclear localization and phosphatase activity, indicating alterations in biochemical function. Oncogenic: The mutations are described in the context of their role in PTEN's function related to tumor development, particularly in terms of phosphatase activity and localization, which are critical for its tumor suppressor role.

      Gene→Variant (gene-first): 100329167:Arg14 5728:Arg15 5728:K13A 5728:K13E 5728:K13R 5728:Lys13 100329167:R14A 100329167:R14K 5728:R15A 5728:R15K

      Genes: 100329167 5728

      Variants: Arg14 Arg15 K13A K13E K13R Lys13 R14A R14K R15A R15K

    3. Regarding the PIP3 phosphatase activity of the PTEN mutations in the yeast in vivo assay, a set of mutations, including R15A, Y16A, D24A, I32A, M35A, P38A, and A39V, displayed complete loss-of-function, whereas the rest

      [Paragraph-level] PMCID: PMC4398541 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how specific mutations alter PTEN's phosphatase activity and nuclear accumulation, indicating that these variants affect molecular function. Oncogenic: The context implies that the mutations contribute to the functional behavior of PTEN, which is known to be involved in tumor suppression, suggesting a role in tumor development or progression.

      Gene→Variant (gene-first): 5728:A39V 5728:D24A 5728:I32A 5728:I33A 5728:I5A 5728:K6A 5728:L42A 5728:M35A 5728:P38A 5728:Q17A 5728:R15A 5728:S10A 5728:Y16A

      Genes: 5728

      Variants: A39V D24A I32A I33A I5A K6A L42A M35A P38A Q17A R15A S10A Y16A

    4. Next, the PIP3 phosphatase activity of the tumor-associated N-terminal PTEN mutations was assessed using the S. cerevisiae heterologous reconstitution system. In these experiments, the mutations were tested in a PTEN 1-4

      [Paragraph-level] PMCID: PMC4398541 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the mutations alter the PIP3 phosphatase activity of PTEN, indicating that these variants affect molecular function. Oncogenic: The variants are described as "tumor-associated" and their effects on PTEN activity suggest a contribution to tumor development or progression.

      Gene→Variant (gene-first): 5728:A34D 5728:A34V 5728:D24Y 5728:G36R 5728:I33S 5728:K13E 5728:L23F 5728:L42P 5728:M35R 5728:R15I 5728:R15S 5728:S10N 5728:Y16C

      Genes: 5728

      Variants: A34D A34V D24Y G36R I33S K13E L23F L42P M35R R15I R15S S10N Y16C

    1. Previous studies demonstrated that expression of AKT1 E17K protein in NIH 3T3 cells increased AKT phosphorylation in those cells. To determine whether the AKT3 E17K mutation results in a similar phenotype, we generated m

      [Paragraph-level] PMCID: PMC2570525 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage describes how the AKT1 E17K variant alters molecular function by increasing AKT phosphorylation in NIH 3T3 cells and A375 human melanoma cells, indicating a change in biochemical activity. Oncogenic: The evidence suggests that the AKT1 E17K variant contributes to tumor development or progression, as it is expressed in a melanoma cell line and leads to increased AKT phosphorylation, which is often associated with oncogenic processes.

      Gene→Variant (gene-first): 207:AKT1 E17K 207:E17K

      Genes: 207

      Variants: AKT1 E17K E17K

    2. We analysed melanoma clinical specimens for the presence of mutations in AKT1, AKT2, and AKT3 that result in the E17K mutation identified previously in breast, ovarian, and colorectal cancers. We used mass spectroscopy-b

      [Paragraph-level] PMCID: PMC2570525 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of the E17K mutation in clinical specimens, indicating its association with melanoma and its presence in metastatic lesions, which supports its use in defining or classifying the disease. Oncogenic: The E17K mutation is described as being present in metastatic lesions, suggesting that it contributes to tumor development or progression in melanoma.

      Gene→Variant (gene-first): 207:E17K

      Genes: 207

      Variants: E17K

    3. Detection of AKT1 E17K and AKT3 E17K mutations in melanoma

      [Paragraph-level] PMCID: PMC2570525 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage mentions the detection of AKT1 E17K mutations in melanoma, indicating that the variant is associated with a specific disease (melanoma). Oncogenic: The mention of AKT1 E17K mutations in the context of melanoma suggests that this somatic variant may contribute to tumor development or progression.

      Gene→Variant (gene-first): 207:AKT1 E17K 207:E17K

      Genes: 207

      Variants: AKT1 E17K E17K

    1. We conducted in vitro experiments to verify the role of ACVR2A in the migration and proliferation of GC cells. First, we sequenced exon 3 and exon 10 of the ACVR2A gene in one human normal immortalized gastric mucosal ce

      [Paragraph-level] PMCID: PMC7211323 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the ACVR2A variants (including c.285delA) affect the expression and stability of the ACVR2A protein, indicating that these variants alter molecular function. Oncogenic: The context of the study involves the role of ACVR2A mutations in gastric cancer (GC) cell lines, suggesting that these somatic variants may contribute to tumor development or progression.

      Gene→Variant (gene-first): 92:1310AA 92:c.285delA

      Genes: 92

      Variants: 1310AA c.285delA

    2. To clarify mutations of ACVR2A in different populations, we detected gene mutations in 157 Chinese GC patients by WES and downloaded mutational and clinical data from the TCGA database. Our sequencing data showed that th

      [Paragraph-level] PMCID: PMC7211323 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the mutation rate of ACVR2A in a specific population and identifies specific mutations as frequent occurrences in gastric cancer patients, indicating their association with the disease. Oncogenic: The passage describes nonsynonymous mutations in the ACVR2A gene that lead to protein changes, specifically mentioning frameshift truncating mutations, which contribute to tumor development in gastric cancer.

      Gene→Variant (gene-first): 92:1310delA 92:c.1309-1310delAA 92:c.285delA 92:p. D96Tfs*54

      Genes: 92

      Variants: 1310delA c.1309-1310delAA c.285delA p. D96Tfs*54

    3. Analysis of TCGA data revealed that ACVR2A is the gene with the most dramatically different mutation rate between the MSI-H group of GCs and MSI-L/MSS group of GCs (75.34% VS 1.24%, p<0.001) (Table 1). The MSI-H GCs less

      [Paragraph-level] PMCID: PMC7211323 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the association of specific mutations (c.1310delA, 1309-1310delAA, c.285delA) with the MSI-H subtype of gastric cancers, indicating their role in defining or classifying the disease. Oncogenic: The variants mentioned are associated with a high mutation frequency and a high MSI score, suggesting their contribution to tumor development or progression in gastric cancer.

      Gene→Variant (gene-first): 92:1309-1310delAA 92:c.1310delA 92:c.285delA

      Genes: 92

      Variants: 1309-1310delAA c.1310delA c.285delA

    1. Given the aforementioned differences in H3.1- and H3.3-K27M tumours, we next compared their clinical characteristics. We did not find any significant difference in terms of sex ratio (Fig. 5a), but found an earlier onset

      [Paragraph-level] PMCID: PMC4654747 Section: RESULTS PassageIndex: 14

      Evidence Type(s): Diagnostic, Prognostic, Oncogenic

      Justification: Diagnostic: The passage discusses the association of H3.1-K27M tumors with clinical characteristics and outcomes, indicating its role in defining and classifying the disease. Prognostic: The variant K27M is correlated with overall survival outcomes, with H3.1 mutations showing a better prognosis compared to H3.3 mutations, independent of therapy. Oncogenic: The mention of H3.1-K27M tumors suggests that this somatic variant contributes to tumor development or progression, as it is associated with clinical characteristics and outcomes in cancer patients.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    2. In-depth analysis of GE profiling of the two subtypes showed a strong enrichment for the proneural-glioblastoma multiforme (GBM), oligodendrocytic or neural signatures in H3.3-K27M tumours (Figs. 3a, S4a). With respect t

      [Paragraph-level] PMCID: PMC4654747 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the strong enrichment of the K27M variant in specific tumor subtypes, indicating its association with the proneural-glioblastoma multiforme (GBM) and oligodendrocytic or neural signatures, which helps classify the disease. Oncogenic: The K27M variant is implicated in tumor development, as evidenced by its association with oligodendroglial differentiation and the observation of metastatic relapse in patients with H3F3A mutations, suggesting a role in tumor progression.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    3. K27M mutations in H3.3 and H3.1 mutations drive two distinct oncogenic programmes

      [Paragraph-level] PMCID: PMC4654747 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage indicates that K27M mutations in H3.3 and H3.1 contribute to distinct oncogenic programs, suggesting their role in tumor development or progression.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    4. We further conducted genome-wide aCGH analysis to determine the subgroup specificity of DNA copy number alterations. We observed a more frequent gain of chromosomes 1q (83 vs. 44 %; p value = 0.035) and 2 (75 vs. 16 %; p

      [Paragraph-level] PMCID: PMC4654747 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the exclusive presence of the K27M variant in specific tumor subgroups (H3.1-K27M and H3.3-K27M), indicating its role in classifying these tumors. Oncogenic: The K27M variant is associated with specific tumor subgroups and is implicated in tumor development, as indicated by its exclusive presence in H3.1 and H3.3 tumors.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    5. We performed further Sanger sequencing of histones HIST1H3B, H3F3A and for wild-type cases. we subsequently examined HIST1H3C and HIST2H3C in an extended cohort of 183 pHGG from diverse anatomical regions. We identified

      [Paragraph-level] PMCID: PMC4654747 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of specific mutations (H3.3-K27M, H3-G34R/V, H3.1- and H3.2-K27M, H3.3 K27I) in different tumor locations, indicating their association with specific tumor types, which supports their use in defining or classifying disease subtypes. Oncogenic: The mention of mutations being identified in specific tumor types suggests that these variants contribute to tumor development or progression, indicating their oncogenic potential.

      Gene→Variant (gene-first): 3196:G34R/V 3021:K27I 3021:K27M

      Genes: 3196 3021

      Variants: G34R/V K27I K27M

    6. We analysed a cohort of 62 DIPG biopsy samples obtained at diagnosis for (1) histone H3 lysine 27 trimethylation (Fig. 1a) and (2) immunodetection of the mutated H3-K27M histone (Fig. 1b) by IHC, and correlated these dat

      [Paragraph-level] PMCID: PMC4654747 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the correlation of the H3-K27M mutation with the classification of DIPG samples, indicating its role in defining or confirming the disease subtype. Oncogenic: The mention of the H3-K27M mutation in the context of tumor samples suggests that it contributes to tumor development or progression, characteristic of oncogenic variants.

      Gene→Variant (gene-first): 3021:K27M 3021:lysine 27

      Genes: 3021

      Variants: K27M lysine 27

    7. Diffuse intrinsic pontine glioma (DIPG) is the most severe paediatric solid tumour, with no significant therapeutic progress made in the past 50 years. Recent studies suggest that diffuse midline glioma, H3-K27M mutant,

      [Paragraph-level] PMCID: PMC4654747 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Predictive

      Justification: Oncogenic: The passage discusses how mutations in histone H3, specifically K27M and K27I, contribute to tumor development and progression in diffuse intrinsic pontine glioma (DIPG), indicating their role as somatic variants driving distinct oncogenic programs. Predictive: The K27M mutation is associated with a lack of clinical response to radiotherapy and earlier relapse, suggesting that this variant correlates with treatment resistance and impacts patient outcomes.

      Gene→Variant (gene-first): 3021:K27I 3021:K27M 126961:lysine-to-isoleucine

      Genes: 3021 126961

      Variants: K27I K27M lysine-to-isoleucine

    1. Contrary to what might have been predicted by preclinical data, TP53 was not found to be mutated or p53 aberrantly expressed in an examination of tumor from the exceptional responder on this trial. Next-generation sequen

      [Paragraph-level] PMCID: PMC6549573 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The presence of the KRAS G12D mutation is discussed in the context of tumor analysis, indicating its role in contributing to tumor development or progression, particularly as it is mentioned alongside other mutations in a patient with no observed responses.

      Gene→Variant (gene-first): 3845:G12D

      Genes: 3845

      Variants: G12D

    2. Following the preclinical observation that significant tumor regression and prolonged survival were only observed in KRAS G12D models with p53 deficiency (KRASLSL-G12D/wt;p53flox/flox mice) compared to p53-intact models

      [Paragraph-level] PMCID: PMC6549573 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Oncogenic, Prognostic

      Justification: Oncogenic: The passage discusses the KRAS G12D variant in the context of tumor regression and survival in specific mouse models, indicating its role in tumor development or progression. Prognostic: The mention of prolonged survival in the context of the KRAS G12D variant suggests a correlation with disease outcome, independent of therapy.

      Gene→Variant (gene-first): 3845:G12D

      Genes: 3845

      Variants: G12D

    3. Although bortezomib did not induce responses in the majority of patients with KRAS G12D-mutant lung adenocarcinomas on this phase 2 trial, dramatic disease shrinkage was observed in an exceptional responder. An 80-yr-old

      [Paragraph-level] PMCID: PMC6549573 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Predictive, Diagnostic, Oncogenic

      Justification: Predictive: The passage discusses the response to bortezomib in patients with KRAS G12D-mutant lung adenocarcinomas, indicating a correlation between the variant and treatment response. Diagnostic: The KRAS G12D mutation is identified through molecular profiling as part of the patient's diagnosis, linking the variant to the classification of the disease. Oncogenic: The KRAS G12D mutation is described in the context of tumor development and progression, as it is a known driver mutation in lung adenocarcinomas.

      Gene→Variant (gene-first): 3845:G12D

      Genes: 3845

      Variants: G12D

    4. Of the 16 patients accrued to the first stage of this study, only one confirmed PR was observed. Complete responses were not observed. SD was achieved in five patients, and a best response of disease progression was note

      [Paragraph-level] PMCID: PMC6549573 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Predictive, Diagnostic, Oncogenic

      Justification: Predictive: The passage discusses the response of patients with KRAS G12D-mutant lung cancers to bortezomib, indicating a correlation between the variant and treatment response. Diagnostic: The mention of KRAS G12D in the context of lung cancers suggests its role in classifying or defining a specific subtype of the disease. Oncogenic: The variant KRAS G12D is implicated in lung cancers, indicating its contribution to tumor development or progression.

      Gene→Variant (gene-first): 3845:G12D

      Genes: 3845

      Variants: G12D

    5. Sixteen patients with stage IV KRAS G12D-mutant lung cancers were accrued to this trial and treated with bortezomib (Table 1). Patients were either never (38%, n = 6/16) or former (62%, n = 10/16) cigarette smokers with

      [Paragraph-level] PMCID: PMC6549573 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Predictive, Diagnostic, Oncogenic

      Justification: Predictive: The passage discusses patients with KRAS G12D-mutant lung cancers treated with bortezomib, indicating a correlation between the variant and response to therapy. Diagnostic: The mention of "KRAS G12D-mutant lung cancers" suggests that the variant is used to classify or define a specific subtype of lung cancer. Oncogenic: The variant KRAS G12D is implicated in the context of lung adenocarcinoma, indicating its role in tumor development or progression.

      Gene→Variant (gene-first): 3845:G12D

      Genes: 3845

      Variants: G12D

    1. There was a qualitative correlation of these genotypes with the overall phenotypes. Twenty-five of 35 (71%) patients had a phenotype most consistent with the either FAO, Hemihyperplasia- Multiple Lipomatosis (HHML) or ma

      [Paragraph-level] PMCID: PMC4320693 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the correlation of specific genotypes with phenotypes, indicating that the variants are associated with defining or classifying certain conditions such as FAO, HHML, or CLOVES syndrome. Oncogenic: The variants mentioned are associated with specific phenotypes that suggest a role in tumor development or progression, particularly in the context of CLOVES syndrome and other related conditions.

      Gene→Variant (gene-first): 5290:p.Cys420Arg 5290:p.Glu542Lys 5290:p.Glu545Lys 5290:p.His1047Arg 5290:p.His1047Leu

      Genes: 5290

      Variants: p.Cys420Arg p.Glu542Lys p.Glu545Lys p.His1047Arg p.His1047Leu

    2. The most common mutation was the p.His1047Arg (H1047R) occurring in 19/35 (54%) patients. The distribution of the other mutations was: p.His1047Leu (H1047L) in 8/35 (23%) patients, p.Glu545Lys (E545K) in 4/35 (11%) patie

      [Paragraph-level] PMCID: PMC4320693 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the frequency of specific mutations in patients, indicating their association with a disease or subtype. Oncogenic: The variants mentioned are likely somatic mutations that contribute to tumor development, as they are described in the context of patient mutations.

      Gene→Variant (gene-first): 5290:C420R 5290:E542K 5290:E545K 5290:H1047L 5290:H1047R 5290:p.Cys420Arg 5290:p.Glu542Lys 5290:p.Glu545Lys 5290:p.His1047Arg 5290:p.His1047Leu

      Genes: 5290

      Variants: C420R E542K E545K H1047L H1047R p.Cys420Arg p.Glu542Lys p.Glu545Lys p.His1047Arg p.His1047Leu

    1. Whole-genome sequencing of fresh-frozen tumour DNA (116x average depth) and matched germline DNA (43x average depth) revealed a t(12;15)(p13.2;q25.3) translocation, resulting in an ETV6-NTRK3 fusion (Fig. 1a). The result

      [Paragraph-level] PMCID: PMC6173734 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage describes a pathogenic TP53 missense variant c.422G>A (p.Cys141Tyr) in the context of tumor development, indicating its contribution to tumor progression through the loss of heterozygosity and clonal biallelic loss of TP53.

      Gene→Variant (gene-first): 7157:c.422G>A 7157:p.Cys141Tyr

      Genes: 7157

      Variants: c.422G>A p.Cys141Tyr

    1. alpha-MT is a non-transportable blocker of SLC6A14 and thus can be used to achieve pharmacologic blockade of the transporter function. We have used this strategy successfully in two other SLC6A14-positive cancers, namely

      [Paragraph-level] PMCID: PMC7182441 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the variant SLC6A14 affects amino acid transport and starvation, indicating that the blockade of its function alters molecular processes such as the expression of specific markers and the phosphorylation status of mTOR and S6 kinase. Oncogenic: The variant SLC6A14 is implicated in tumor behavior, as the study evaluates its role in colon cancer cell lines, suggesting that it contributes to tumor development or progression through its function in amino acid transport and mTOR signaling.

      Gene→Variant (gene-first): 6198:S6

      Genes: 6198

      Variants: S6

    1. Cervical cancer patients who develop distant metastasis are rarely curable with very limited treatment options. Chemotherapy is often administered but with limited efficacy. Immunotherapy and anti-angiogenesis therapy ar

      [Paragraph-level] PMCID: PMC8453302 Section: ABSTRACT PassageIndex: 2

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The variant G292R in HER2 is associated with a complete response to pyrotinib treatment in a patient with metastatic cervical adenocarcinoma, indicating its correlation with therapy response. Oncogenic: The passage discusses the HER2 G292R variant in the context of a metastatic cervical adenocarcinoma, suggesting that it contributes to tumor development or progression.

      Gene→Variant (gene-first): 2064:G292R

      Genes: 2064

      Variants: G292R

    1. Three patients had an auricular AVM causing enlargement of all structures of the ear: Patient 1 (11 year-old male), Patient 2 (18 year-old female), Patient 3 (21 year-old male) (Fig. 1). MAP2K1 (p.K57N) mutations were fo

      [Paragraph-level] PMCID: PMC7064492 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the presence of MAP2K1 (p.K57N) mutations in patients with auricular AVM, indicating an association with the condition and suggesting its role in defining or confirming the disease. Oncogenic: The presence of the MAP2K1 (p.K57N) mutation in the tissue adjacent to the cartilage suggests that it may contribute to tumor development or progression in the context of the auricular AVM.

      Gene→Variant (gene-first): 5604:p.K57N

      Genes: 5604

      Variants: p.K57N

    2. Extracranial arteriovenous malformation (AVM) is most commonly caused by MAP2K1 mutations in the endothelial cell. The purpose of this study was to determine if local tissue overgrowth associated with AVM is caused by di

      [Paragraph-level] PMCID: PMC7064492 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses MAP2K1 mutations, including p.K57N, in the context of their presence in endothelial cells and their role in local tissue overgrowth associated with arteriovenous malformation (AVM), indicating a contribution to tumor development or progression. Functional: The study investigates the effects of the MAP2K1 mutation on local tissue overgrowth, suggesting that the variant alters molecular or biochemical function in the context of AVM pathology.

      Gene→Variant (gene-first): 5604:p.K57N

      Genes: 5604

      Variants: p.K57N

    1. Oncogenic KRAS mutations introduce discrete amino acid substitutions that reduce intrinsic Ras GTPase activity and confer resistance to GTPase-activating proteins (GAPs). Here we discover a partial duplication of the swi

      [Paragraph-level] PMCID: PMC4748120 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Predictive, Diagnostic

      Justification: Oncogenic: The passage describes how the A66dup variant contributes to tumor development by transforming the growth of primary myeloid progenitors and Ba/F3 cells, indicating its role in oncogenesis. Predictive: The passage mentions that K-Ras proteins with the A66dup variant are hypersensitive to MEK inhibition, suggesting a correlation with response to a specific therapy. Diagnostic: The discovery of the A66dup variant in a child with an atypical myeloproliferative neoplasm suggests its potential use in defining or classifying this disease.

      Gene→Variant (gene-first): 5295:A66dup

      Genes: 5295

      Variants: A66dup

    1. Finally, we analyzed the effect of the Ezh2Y641F mutation on the entire genome, focusing on melanoma cell lines. Toward this end, we identified broad H3K27me3 domains in Ezh2+/+ cells across the genome, and then compared

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 23

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the Ezh2Y641F mutation alters the molecular function of the enzyme, specifically its effect on H3K27me3 distribution, indicating a change in biochemical activity. Oncogenic: The context of the study involves analyzing the Ezh2Y641F mutation in melanoma cell lines, suggesting that this somatic variant contributes to tumor development or progression.

      Gene→Variant (gene-first): 2146:Y641F

      Genes: 2146

      Variants: Y641F

    2. We next analyzed mean normalized H3K27me3 signal around the TSS (+- 5 kb) of genes with a significant change in expression between Ezh2+/+ and Ezh2Y641F/+ cells (Supplementary Table 1 and 2). Genes upregulated in the pre

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 22

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the Ezh2Y641F variant affects the H3K27me3 signal around the transcription start site and gene body, indicating an alteration in molecular function related to gene expression regulation. Oncogenic: The variant Ezh2Y641F is associated with changes in gene expression in cancer cell lines, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 2146:Y641F

      Genes: 2146

      Variants: Y641F

    3. To understand the molecular effects of Ezh2 activation in B-cells and melanoma, we performed RNA-seq and H3K27me3 chromatin immunoprecipitation and sequencing (ChIP-seq). As the expression of Ezh2Y641F in young adult mic

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 15

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the Ezh2Y641F variant alters the expression of numerous transcripts in B-cells and melanoma cells, indicating a change in molecular function related to gene expression. Oncogenic: The variant Ezh2Y641F is associated with melanoma cell lines derived from tumors, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 2146:Y641F

      Genes: 2146

      Variants: Y641F

    4. We next assessed the anti-tumor efficacy of EZH2 inhibitors in vivo. We studied lymphoma in CD19CREEzh2Y641F+ mice with autochthonous tumors, and melanoma in immunodeficient mice transplanted with cell lines derived from

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the anti-tumor efficacy of EZH2 inhibitors and their effects on tumor growth inhibition in Ezh2Y641F/+ tumors, indicating a correlation with treatment response. Oncogenic: The variant Ezh2Y641F is implicated in tumor development, as it is studied in the context of autochthonous tumors in mice, suggesting its role in contributing to tumor progression.

      Gene→Variant (gene-first): 2146:Y641F

      Genes: 2146

      Variants: Y641F

    5. We performed experiments to address the cooperation of EZH2 mutation with B-RAF but not N-RAS. We observed that the expression of N-RAS and B-RAF is not altered by the presence of the Y641F mutation (data not shown). A m

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the oncogenic effects of the B-RAFV600E and Ezh2Y641F mutations in the context of melanoma formation, indicating that these variants contribute to tumor development or progression. Functional: The passage describes how the presence of the Y641F mutation does not alter the expression of certain genes, suggesting that it may affect molecular or biochemical functions related to oncogenic pathways.

      Gene→Variant (gene-first): 673:B-RAFV600E 2146:Y641F

      Genes: 673 2146

      Variants: B-RAFV600E Y641F

    6. In contrast, melanocyte-specific activation of Ezh2Y641F in the presence of N-RasQ61R did not accelerate melanomagenesis, with or without p16Ink4a loss (Fig. 2d). As B-RAF is thought to be a downstream effector of N-RAS

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the role of B-RafV600E and Ezh2Y641F in promoting melanoma, indicating that these variants contribute to tumor development or progression. Functional: The mention of B-Raf as a downstream effector of N-RAS signaling suggests that the variant B-RafV600E alters molecular function in the context of signaling pathways involved in melanoma.

      Gene→Variant (gene-first): 673:B-RafV600E 2146:Y641F

      Genes: 673 2146

      Variants: B-RafV600E Y641F

    7. In addition to lymphoma, EZH2Y646 mutations are observed in 3% of human melanoma , with focal amplifications of EZH2 noted in 15 of 262 (5.7%) of cases from the Cancer Genome Atlas (TCGA). As B-RAFV600E or N-RASQ61R muta

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage describes how the Ezh2Y641F mutation cooperates with the B-RAFV600E mutation to accelerate tumorigenesis in melanoma, indicating that it contributes to tumor development. Functional: The passage implies that the Ezh2Y641F mutation alters the tumorigenic process in conjunction with B-RAFV600E, suggesting a change in molecular function related to tumor maintenance and formation.

      Gene→Variant (gene-first): 673:B-RAFV600E 673:B-RafV600E 2146:Y641F

      Genes: 673 2146

      Variants: B-RAFV600E B-RafV600E Y641F

    8. In vitro, EZH2Y641F exhibits decreased H3K27 mono-methylase activity, but increased di- and tri-methylase activity compared to EZH2+/+ , suggesting that transformation may require expression of both wild-type and mutant

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the EZH2Y641F variant exhibits altered methylase activity, indicating that the variant affects molecular function. Oncogenic: The evidence suggests that the EZH2Y641F mutation contributes to tumor development, as demonstrated by the tumorigenesis observed in mice harboring this mutation.

      Gene→Variant (gene-first): 2146:Y641F 2146:Y646 2146:tyrosine to phenylalanine

      Genes: 2146

      Variants: Y641F Y646 tyrosine to phenylalanine

    9. To determine whether genetic alterations detected in human B-cell lymphomas cooperate with Ezh2Y641F in tumor formation, we transduced hematopoietic progenitors from CD19CRE/+Ezh2+/+ or CD19CRE/+Ezh2Y641F/+ mice with ret

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses how the Ezh2Y641F variant contributes to tumor formation in B-cell lymphomas, indicating its role in tumor development and progression. Functional: The variant is associated with altered molecular function, specifically in the context of its cooperation with other genetic alterations to influence B-cell transformation and apoptotic resistance.

      Gene→Variant (gene-first): 2146:Y641F

      Genes: 2146

      Variants: Y641F

    10. To examine the effects of Ezh2Y641F on B-cell malignancy, we longitudinally observed a cohort of littermate CD19CRE/+Ezh2Y641F/+ and CD19CRE/+Ezh2+/+ animals. In contrast to results employing animals expressing Ezh2Y641F

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Oncogenic, Prognostic

      Justification: Oncogenic: The passage describes how the Ezh2Y641F variant contributes to the development of B-cell lymphoma in mice, indicating its role in tumor progression. Prognostic: The median survival of one year for mice with the Ezh2Y641F variant suggests a correlation with disease outcome, specifically survival, independent of therapy.

      Gene→Variant (gene-first): 2146:Y641F

      Genes: 2146

      Variants: Y641F

    11. We validated expression of the Ezh2Y641F allele by Southern blot, PCR and qRT-PCR (Fig. 1a, Supplementary Fig. 1a-d). In the absence of CRE-mediated recombination, the allele produces a wild-type transcript (Fig. 1a) and

      [Paragraph-level] PMCID: PMC4899144 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the Y641F mutation alters the expression of Ezh2 transcripts and leads to a gain-of-function effect, evidenced by the increase in H3K27me3 levels in B-cells, indicating a change in molecular function. Oncogenic: The Y641F mutation is described as equivalent to a common EZH2 missense mutation found in human cancers, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 2146:Y641F 2146:Y646F

      Genes: 2146

      Variants: Y641F Y646F

    1. To enable a comparison of the clinicopathological characteristics of patients with PIK3CA-mutated and PIK3CA wild-type TNBC, 50 patients with TNBC were included according to the criteria described in Methods. The median

      [Paragraph-level] PMCID: PMC8033310 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the frequency of PIK3CA mutations, including E545K and H1047R, in patients with triple-negative breast cancer (TNBC), indicating their association with the diagnosis of invasive cancer. Oncogenic: The presence of PIK3CA mutations, specifically E545K and H1047R, in patients with invasive cancer suggests that these somatic variants contribute to tumor development or progression in the context of TNBC.

      Gene→Variant (gene-first): 5290:E545K 5290:H1047R

      Genes: 5290

      Variants: E545K H1047R

    2. The following in vivo experimental results further confirmed this conclusion. Four groups of MDA-MB-231 cells were subcutaneously implanted into NOD/SCID mice. When the tumor volume reached 250 mm3, epirubicin was inject

      [Paragraph-level] PMCID: PMC8033310 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how the PIK3CA mutation, including E545K, induces resistance to chemotherapy, indicating a correlation with treatment response. Oncogenic: The variant E545K is implicated in tumor development and progression, as evidenced by the experimental results showing increased tumor volume in the presence of this mutation.

      Gene→Variant (gene-first): 5290:E545K

      Genes: 5290

      Variants: E545K

    3. The results above inferred that PIK3CA mutation could promote growth and, in particular, inhibit apoptosis in TNBC cell lines. Considering the low pCR rates of NAC in patients with TNBC carrying PIK3CA mutation, more exp

      [Paragraph-level] PMCID: PMC8033310 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how the PIK3CA E545K mutation affects the sensitivity of TNBC cells to chemotherapy, specifically noting that cells with this mutation became less sensitive to the chemotherapeutic agent epirubicin. Oncogenic: The passage indicates that the PIK3CA E545K mutation promotes growth and inhibits apoptosis in TNBC cell lines, suggesting its role in tumor development and progression.

      Gene→Variant (gene-first): 5290:E545K

      Genes: 5290

      Variants: E545K

    4. We evaluated cell viability in the TNBC cell lines MDA-MB-231 and MDA-MB-468 after transfection (PIK3CAOe, PIK3CAE545K, PIK3CAH1047R, and PIK3CActrl) using CCK-8 assays. Among both MDA-MB-231 and MDA-MB-468 cells, cells

      [Paragraph-level] PMCID: PMC8033310 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses how the PIK3CA mutation, including E545K, contributes to enhanced cell proliferation, reduced apoptosis, and increased aggressiveness in TNBC cells, indicating its role in tumor development or progression. Functional: The passage describes how the PIK3CA mutation alters the behavior of TNBC cells, specifically in terms of cell cycle progression and apoptosis, suggesting that the variant affects molecular or biochemical functions.

      Gene→Variant (gene-first): 5290:E545K

      Genes: 5290

      Variants: E545K

    1. In both cohorts, patients had a similar, high ORR regardless of age younger than or >=65 years, sex, presence or absence of brain metastases at baseline, presence or absence of prior anticancer chemotherapy, and smoking

      [Paragraph-level] PMCID: PMC11272140 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the overall response rate (ORR) of patients with specific ROS1 mutations, including G2032R, in relation to treatment with taletrectinib, indicating a correlation with treatment response. Oncogenic: The presence of ROS1 resistance mutations, including G2032R, L2026M, S1986F, and G2101A, suggests that these somatic variants contribute to tumor development or progression, particularly in the context of resistance to crizotinib.

      Gene→Variant (gene-first): 6098:G2032R 4914:G2101A 7294:L2026M 7294:S1986F

      Genes: 6098 4914 7294

      Variants: G2032R G2101A L2026M S1986F

    1. Hepatocellular carcinoma (HCC) is the fifth most common type of cancers worldwide. However, current therapeutic approaches for this epidemic disease are limited, and its 5-year survival rate hasn't been improved in the p

      [Paragraph-level] PMCID: PMC4868698 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the sensitivity of the JAK1S703I mutant PDX model to the treatment of a JAK1/2 inhibitor, ruxolitinib, indicating a correlation with response to therapy. Oncogenic: The JAK1S703I mutation is described as activating the JAK-STAT signaling pathway and driving cell proliferation, which suggests its contribution to tumor development or progression.

      Gene→Variant (gene-first): 3716:S703I

      Genes: 3716

      Variants: S703I

    2. Firstly, the level of total STAT3 in two HCC patient samples appeared to be higher than that in corresponding adjacent normal tissues. Interestingly, treatment of ruxolitinib led to a significant reduction (50%) of the p

      [Paragraph-level] PMCID: PMC4868698 Section: RESULTS PassageIndex: 14

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the treatment of ruxolitinib and its effects on the phosphorylation level of STAT3 in tumors with the JAK1 S703I mutation, indicating a correlation with treatment response. Oncogenic: The mention of the JAK1 S703I mutation in the context of tumor models suggests that this somatic variant contributes to tumor development or progression.

      Gene→Variant (gene-first): 3716:S703I

      Genes: 3716

      Variants: S703I

    3. In vivo efficacy studies of JAK1/2 inhibitor, ruxolitinib, were conducted in these four JAK1-mutant models and a JAK1-WT PDX model as a control (Figure 3A). The results showed that, only in LI-03-0191 model bearing JAK1S

      [Paragraph-level] PMCID: PMC4868698 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the sensitivity of the JAK1S703I mutation to the JAK1/2 inhibitor ruxolitinib, indicating a correlation with treatment response. Oncogenic: The passage suggests that the JAK1S703I mutation may play a critical role in tumorigenesis, indicating its contribution to tumor development.

      Gene→Variant (gene-first): 3716:S703I

      Genes: 3716

      Variants: S703I

    4. Anti-tumor activity of ruxolitinib in JAK1S703I-mutant PDX model

      [Paragraph-level] PMCID: PMC4868698 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the anti-tumor activity of ruxolitinib in a model with the JAK1 S703I mutation, indicating a correlation with response to therapy. Oncogenic: The mention of the JAK1 S703I mutation in the context of a PDX model suggests that this somatic variant contributes to tumor development or progression.

      Gene→Variant (gene-first): 3716:S703I

      Genes: 3716

      Variants: S703I

    5. To further evaluate the transformation ability of these JAK1 mutations, Ba/F3 cells were stably infected with lentivirus expressing EGFP, wild-type JAK1, JAK1N451S, JAK1E483D, JAK1S703I, JAK1A1086S, and JAK1S729C, respec

      [Paragraph-level] PMCID: PMC4868698 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the transformation ability of JAK1 mutations, specifically noting that JAK1S703I and JAK1S729C are capable of continual proliferation in the absence of IL-3, indicating their contribution to tumor development or progression. Functional: The passage mentions that JAK1S703I activates the JAK-STAT signaling pathway, which indicates an alteration in molecular function related to the variant.

      Gene→Variant (gene-first): 3716:E483D 3716:S703I 3716:S729C

      Genes: 3716

      Variants: E483D S703I S729C

    6. To explore the biological functions of JAK1 mutations in JAK-STAT signaling pathway, we introduced these mutations into pLVX-IRES-Neo-JAK1 plasmid. Plasmids containing EGFP, wild-type JAK1, JAK1N451S, JAK1E483D, JAK1S703

      [Paragraph-level] PMCID: PMC4868698 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the introduction of JAK1 mutations, including E483D, S703I, and S729C, alters the expression levels of phosphorylated JAK1 and STAT proteins, indicating a change in molecular function. Oncogenic: The passage mentions that JAK1S729C is a known and recurrent activating mutation, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 3716:E483D 3716:S703I 3716:S729C

      Genes: 3716

      Variants: E483D S703I S729C

    1. This is the case of a 47-year-old woman diagnosed with chemotherapy and radiation-refractory BRAF V600E mutant, poorly differentiated intrahepatic cholangiocarcinoma (ICC), with multiple metastatic lesions within the liv

      [Paragraph-level] PMCID: PMC4239128 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the patient's excellent response to dual therapy with dabrafenib and trametinib, indicating that the BRAF V600E mutation correlates with treatment response. Oncogenic: The BRAF V600E variant is described in the context of a poorly differentiated intrahepatic cholangiocarcinoma, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. Focal recurrent gains and deletion in both groups were further analyzed using GISTIC2.0. H3.3 wild-type patients had significant focal gains/amplifications of regions 2p25.1 (q = 0.028) and 2p24.3 (q = 0.028) including t

      [Paragraph-level] PMCID: PMC3422615 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Oncogenic, Diagnostic

      Justification: Oncogenic: The passage discusses frequent focal copy number alterations in the K27M-H3.3 group, indicating that the K27M variant is associated with tumor development through specific genetic alterations. Diagnostic: The mention of the K27M-H3.3 group suggests that the K27M variant is used to classify or define a specific subtype of tumors, indicating its role in disease classification.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    2. Analysis of DNA copy number alterations in K27M-H3.3 versus H3.3 wild-type DIPG samples showed not only the areas of overlap but also major differences between both groups. Large chromosomal copy number alterations commo

      [Paragraph-level] PMCID: PMC3422615 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses the K27M-H3.3 mutation in the context of DNA copy number alterations in tumors, indicating its role in tumor development or progression through the identification of specific chromosomal changes associated with this variant.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    3. As previously described, a significant number of DIPG samples carried mutations in TP53, (17/22, 77 %). Fourteen of these samples carrying TP53 mutations were also mutant for K27M-H3.3 (Table 1). However, even though the

      [Paragraph-level] PMCID: PMC3422615 Section: RESULTS PassageIndex: 7

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the presence of the K27M variant in DIPG samples and its association with TP53 mutations, indicating its role in classifying or defining a subtype of disease. Oncogenic: The K27M variant is mentioned in the context of mutations found in DIPG samples, suggesting its contribution to tumor development or progression in this specific cancer type.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    4. We previously showed that G34V/R-H3.3 GBM samples universally also carried ATRX and TP53 mutations (13/13), while K27M-H3.3 GBM samples had significant, albeit lower, overlap with ATRX and TP53 mutations (respectively, 3

      [Paragraph-level] PMCID: PMC3422615 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the association of the K27M-H3.3 mutation with ATRX mutations in DIPG samples, indicating its role in defining or classifying a subtype of disease. Oncogenic: The K27M-H3.3 mutation is mentioned in the context of its presence in GBM samples, suggesting its contribution to tumor development or progression.

      Gene→Variant (gene-first): 3021:G34V/R 3021:K27M

      Genes: 3021

      Variants: G34V/R K27M

    5. We sequenced H3F3A in 42 DIPG samples comprising either biopsy material prior to any treatment (n = 16) or autopsy samples (n = 26, one sample from untreated patient at autopsy; DIPG02). We identified the recurrent mutat

      [Paragraph-level] PMCID: PMC3422615 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The K27M mutation is identified as being present at diagnosis in DIPG samples, indicating its role in defining the disease subtype. Oncogenic: The K27M mutation contributes to tumor development in DIPG, as it is recurrently found in the samples analyzed, suggesting its role in tumor progression.

      Gene→Variant (gene-first): 3021:G34V/R 3021:K27M

      Genes: 3021

      Variants: G34V/R K27M

    1. Fourteen patients with EGFR-mutant and RET fusion-positive lung cancers who experienced prior progression on osimertinib received osimertinib and selpercatinib. EGFR exon 19 deletions (+-T790M, 86%) and non-KIF5B fusions

      [Paragraph-level] PMCID: PMC10524391 Section: ABSTRACT PassageIndex: 6

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the response rate and disease control rate of patients treated with osimertinib and selpercatinib, indicating that the variants mentioned (C797S, G12S, G810S, V600E) are associated with treatment response and resistance mechanisms. Oncogenic: The variants C797S, G12S, G810S, and V600E are described in the context of resistance mechanisms, suggesting their role in tumor development or progression in the setting of lung cancers.

      Gene→Variant (gene-first): 1956:C797S 3845:G12S 5979:G810S 1956:T790M 673:V600E

      Genes: 1956 3845 5979 673

      Variants: C797S G12S G810S T790M V600E

    2. Finally, these individual resistance mechanisms commonly co-occurred (Figure 3). In a third of evaluable paired cases, on-target and off-target resistance coexisted: RET V804E + EML4-ALK + STRN-ALK (n=1) and RET V804M +

      [Paragraph-level] PMCID: PMC10524391 Section: RESULTS PassageIndex: 26

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses resistance mechanisms related to specific variants, indicating their correlation with treatment response, particularly in the context of on-target and off-target resistance. Oncogenic: The variants mentioned are associated with resistance mechanisms that contribute to tumor development or progression, as they are involved in co-occurring resistance mechanisms in cancer cases.

      Gene→Variant (gene-first): 1956:C797S 3845:G12S 5979:G810S 673:V600E 5979:V804E 5979:V804M

      Genes: 1956 3845 5979 673

      Variants: C797S G12S G810S V600E V804E V804M

    3. Off-target resistance involving receptor tyrosine kinase or MAPK pathway activation was observed in three of six cases (50%). Hotspot mutations were found in two of these cases: BRAF V600E (n=1) and KRAS G12S (n=1). Acqu

      [Paragraph-level] PMCID: PMC10524391 Section: RESULTS PassageIndex: 25

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses hotspot mutations BRAF V600E and KRAS G12S being found in cases of off-target resistance, indicating that these somatic variants contribute to tumor development or progression.

      Gene→Variant (gene-first): 3845:G12S 673:V600E

      Genes: 3845 673

      Variants: G12S V600E

    4. Presumed loss of the enrolling RET fusion in one or more post-combination therapy progression samples was noted in four of six cases (67%, Figure 2A). In three of these cases, post-progression genomics were limited to a

      [Paragraph-level] PMCID: PMC10524391 Section: RESULTS PassageIndex: 24

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses an acquired RET G810S mutation in the context of tumor progression, indicating that this somatic variant may contribute to tumor development or progression.

      Gene→Variant (gene-first): 5979:G810S

      Genes: 5979

      Variants: G810S

    5. Resistance mutations that impart steric hindrance to therapeutic EGFR or RET kinase engagement were observed in four of six cases (67%). For EGFR on-target resistance, EGFR C797S was acquired in one patient, and EGFR T79

      [Paragraph-level] PMCID: PMC10524391 Section: RESULTS PassageIndex: 23

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses resistance mutations that affect the engagement of therapeutic EGFR or RET kinases, indicating a correlation with resistance to specific therapies. Oncogenic: The variants mentioned (C797S, T790M, V804M/E, G810S) are described as resistance mutations that contribute to tumor progression by impacting kinase engagement, suggesting their role in oncogenesis.

      Gene→Variant (gene-first): 1956:C797S 5979:G810S 1956:T790M 5979:V804M/E

      Genes: 1956 5979

      Variants: C797S G810S T790M V804M/E

    6. Most tumors (86%, n=12) harbored an EGFR exon 19 deletion (4 of which harbored a concurrent EGFR T790M mutation); the remaining cancers (n=2) both harbored EGFR L858R and EGFR T790M mutations, one of which harbored a con

      [Paragraph-level] PMCID: PMC10524391 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Oncogenic, Diagnostic

      Justification: Oncogenic: The passage indicates that the variants L747S, L858R, and T790M are present in tumors, suggesting their role in tumor development or progression. Diagnostic: The presence of specific EGFR mutations, including L747S, L858R, and T790M, is used to classify the tumors, indicating their association with the disease.

      Gene→Variant (gene-first): 1956:L747S 1956:L858R 1956:T790M

      Genes: 1956

      Variants: L747S L858R T790M

    1. The phosphatidylinositol-3-kinase (PI3K)/AKT signaling pathway is critical for cellular growth and metabolism. Correspondingly, loss of function of PTEN, a negative regulator of PI3K, or activating mutations in AKT1, AKT

      [Paragraph-level] PMCID: PMC3461408 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the identification of cancer-associated mutations p.His1047Leu and p.His1047Arg in PIK3CA, which are linked to a syndrome characterized by overgrowth, indicating that these somatic variants contribute to tumor development or progression. Functional: The passage describes how affected dermal fibroblasts showed enhanced phosphatidylinositol-3,4,5-trisphosphate (PIP3) generation and activation of downstream signaling, demonstrating that the variants alter molecular or biochemical function.

      Gene→Variant (gene-first): 5290:p.His1047Arg 5290:p.His1047Leu

      Genes: 5290

      Variants: p.His1047Arg p.His1047Leu

    1. We studied the DNA sequence of the EGFR tyrosine kinase domain in our patient samples as this domain was previously associated with increased gefitinib sensitivity. In eight of thirty-eight tumours assessed we found ten

      [Paragraph-level] PMCID: PMC1952070 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the correlation of the L858R mutation with gefitinib response, indicating that it is associated with treatment sensitivity or resistance. Oncogenic: The L858R mutation is described as a somatic mutation found in tumor samples, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 1956:L858R 1956:T790M

      Genes: 1956

      Variants: L858R T790M

    1. KIT mutations were seen in 70% of cases and the majority of KIT mutations involved exon 11 (57%), followed by exon 9 (10%), exon 13 (3%), and exon 17 (1%). Most common exon 11 mutations were in-frame deletions (61.4%) fo

      [Paragraph-level] PMCID: PMC5615879 Section: ABSTRACT PassageIndex: 6

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the presence of KIT mutations in cases and specifies the types of mutations found in different exons, indicating their association with the disease. Oncogenic: The mention of KIT mutations contributing to tumor development is implied by their prevalence in cases, suggesting a role in cancer progression.

      Gene→Variant (gene-first): 3815:Ala-Tyr 3815:c.1509_1510insACCTAT 728378:c.1666C>G 3815:c.1666_1668dupCAG 3815:c.1672_1677delAAGGTTinsAGT 5156:c.1925A>G 3815:p.K558_V559delinsS 728378:p.K642R 728378:p.Q556E 3815:p.Q556dup 3815:p.Y503_F504insTY

      Genes: 3815 728378 5156

      Variants: Ala-Tyr c.1509_1510insACCTAT c.1666C>G c.1666_1668dupCAG c.1672_1677delAAGGTTinsAGT c.1925A>G p.K558_V559delinsS p.K642R p.Q556E p.Q556dup p.Y503_F504insTY

    2. A single case with p.N822K (c.2466T>A) [Figure 4b] was identified. The tumor originated in jejunum in an elderly man with spindle morphology.

      [Paragraph-level] PMCID: PMC5615879 Section: RESULTS PassageIndex: 20

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage describes a somatic variant (p.N822K) identified in a tumor, indicating its potential role in tumor development or progression.

      Gene→Variant (gene-first): 3815:c.2466T>A 3815:p.N822K

      Genes: 3815

      Variants: c.2466T>A p.N822K

    3. Mutations were identified in 10 cases located in the small intestine with significant association (P = 0.004). One was located in the retroperitoneum. Ninety percent (9/10) tumors revealed internal tandem duplications (I

      [Paragraph-level] PMCID: PMC5615879 Section: RESULTS PassageIndex: 16

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses mutations identified in tumors located in the small intestine, indicating a significant association with the disease, which supports the use of these variants in defining or classifying the disease. Oncogenic: The passage describes mutations that contribute to tumor development, specifically mentioning internal tandem duplications and insertions in the context of tumors, indicating their role in oncogenesis.

      Gene→Variant (gene-first): 3815:Ala-Tyr 3815:c.1504_1509 dup GCCTAT 3815:c.1509_1510insACCTAT 3815:p.Y503_F504insTY

      Genes: 3815

      Variants: Ala-Tyr c.1504_1509 dup GCCTAT c.1509_1510insACCTAT p.Y503_F504insTY

    4. Insertion of 3 nucleotides, p.K558delinsBP (c.1673_1674insTCC), and duplication p.Y577_K580dup (c.1731_1742dupTTATGATCACAA) was seen 1 case (1.8%) each, respectively.

      [Paragraph-level] PMCID: PMC5615879 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage mentions specific variants and their occurrence in a case, indicating their association with a particular disease or condition. Oncogenic: The variants discussed are likely somatic mutations contributing to tumor development, as they are described in the context of a case study.

      Gene→Variant (gene-first): 3815:K580dup 3815:c.1673_1674insTCC 3815:c.1731_1742dupTTATGATCACAA 3815:p.K558delinsBP

      Genes: 3815

      Variants: K580dup c.1673_1674insTCC c.1731_1742dupTTATGATCACAA p.K558delinsBP

    5. The substitution mutations were p.V559D (3/57; 5%), p.V560D (3/57; 5%), p.V559A (2/57; 3.5%), and 1 (1.8%) cases each with p.V560G, p.T574I, and p.L576P among this 9 were homozygous and 2 heterozygous.

      [Paragraph-level] PMCID: PMC5615879 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage provides mutation frequencies for specific variants, indicating their association with a disease or subtype. Oncogenic: The mention of substitution mutations suggests that these variants may contribute to tumor development or progression, as they are likely somatic mutations.

      Gene→Variant (gene-first): 3815:p.L576P 3815:p.T574I 3815:p.V559A 3815:p.V559D 3815:p.V560D 3815:p.V560G

      Genes: 3815

      Variants: p.L576P p.T574I p.V559A p.V559D p.V560D p.V560G

    6. Exon 11 mutations were heterogeneous with in-frame deletion of 3-51 nucleotides (codons 550-576) in classic hot-spot region at the 5' end of the exon (codons 550-560). Double mutations were identified in 9 cases (16%), 8

      [Paragraph-level] PMCID: PMC5615879 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses mutations in exon 11 and their association with specific cases, indicating that these mutations can be used to classify or define a disease subtype. Oncogenic: The mention of double mutations and their role in the context of tumor development suggests that these somatic variants contribute to tumor progression.

      Gene→Variant (gene-first): 728378:c.1666C>G 3815:c.1666_1668dupCAG 3815:c.1672_1677delAAGGTTinsAGT 728378:p.Q556E 3815:p.Q556dup

      Genes: 728378 3815

      Variants: c.1666C>G c.1666_1668dupCAG c.1672_1677delAAGGTTinsAGT p.Q556E p.Q556dup

    7. Exon 11 mutations were in 57% of cases [Table 2]. In-frame deletions in 35 (61.4%), 11 substitutions (19.3%), 9 double mutations (15.7%), 1 insertion and duplication (1.8%), respectively. Common mutation was p.W557_K558

      [Paragraph-level] PMCID: PMC5615879 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the frequency of specific mutations, including in-frame deletions and substitutions, which are associated with the classification of cases, indicating their role in defining or confirming a disease subtype. Oncogenic: The mention of mutations in exon 11, including specific variants, suggests their contribution to tumor development or progression, as they are described in the context of cancer cases.

      Gene→Variant (gene-first): 3815:K558 del 3815:V555del 3815:c.1669_1674delTGGAAG 3815:c.1676T>A 3815:c.1679T>A 3815:p.V559D 3815:p.V560D

      Genes: 3815

      Variants: K558 del V555del c.1669_1674delTGGAAG c.1676T>A c.1679T>A p.V559D p.V560D

    1. Overall, 682 patients with stage IB-IIIA (American Joint Committee on Cancer/Union for International Cancer Control, seventh edition) EGFR-mutated (exon 19 deletion/L858R) NSCLC were randomly assigned 1:1 (stratified by

      [Paragraph-level] PMCID: PMC10082285 Section: ABSTRACT PassageIndex: 5

      Evidence Type(s): Predictive, Diagnostic, Prognostic, Oncogenic

      Justification: Predictive: The passage discusses the assignment of patients with EGFR-mutated NSCLC to receive osimertinib, indicating a correlation between the L858R variant and response to this specific therapy. Diagnostic: The mention of patients with EGFR-mutated NSCLC, specifically referencing the L858R variant, suggests its role in defining or classifying the disease subtype. Prognostic: The passage refers to disease-free survival (DFS) and overall survival as endpoints, indicating that the L858R variant may correlate with disease outcomes independent of therapy. Oncogenic: The context of the L858R variant being part of EGFR mutations in NSCLC implies its contribution to tumor development or progression, characteristic of oncogenic variants.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    1. The ATC cohort totaled 36 patients in the ITT-assessable population, including 15 from the primary analysis cohort and 21 from the expansion cohort (Supplementary Figure S1, available at https://doi.org/10.1016/j.annonc.

      [Paragraph-level] PMCID: PMC9338780 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage states that 33 out of 36 patients had the BRAF V600E mutation confirmed, indicating its use in defining or confirming a disease subtype, specifically in the context of ATC (anaplastic thyroid carcinoma). Oncogenic: The BRAF V600E mutation is known to contribute to tumor development or progression, which aligns with the evidence type of oncogenic variants in cancer.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. Neuroblastoma (NB) is the most common extracranial neoplasm in children. The overall outcome for high-risk NB patients is still unacceptable, therefore, it is critical to deeply understand molecular mechanisms associated

      [Paragraph-level] PMCID: PMC7294133 Section: ABSTRACT PassageIndex: 2

      Evidence Type(s): Oncogenic, Predictive, Prognostic

      Justification: Oncogenic: The variant V871I in the EPHB4 gene is described as contributing to increased proliferation, migration, and invasion properties in neuroblastoma cell lines, indicating its role in tumor development and progression. Predictive: The passage discusses the use of EPHB4 inhibitors that can rescue the phenotype driven by the variant V871I, suggesting a correlation with response to specific therapies. Prognostic: The passage mentions that higher EPHB4 expression is correlated with stage 4 neuroblastoma and poor overall survival, indicating a relationship between the variant and disease outcome.

      Gene→Variant (gene-first): 2050:V871I

      Genes: 2050

      Variants: V871I

    1. Activated RAS promotes dimerization of members of the RAF kinase family. ATP-competitive RAF inhibitors activate ERK signaling by transactivating RAF dimers. In melanomas with mutant BRAF(V600E), levels of RAS activation

      [Paragraph-level] PMCID: PMC3266695 Section: ABSTRACT PassageIndex: 2

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how the presence of the BRAF(V600E) variant correlates with the clinical activity of RAF inhibitors in melanoma patients, indicating a relationship between the variant and treatment response. Oncogenic: The BRAF(V600E) variant is described as contributing to tumor development and progression, particularly in the context of its role in ERK signaling and the development of resistance mechanisms in melanoma.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. BRAFV600E/K is a frequent mutationally active tumor-specific kinase in melanomas that is currently targeted for therapy by the specific inhibitor PLX4032. Our studies with melanoma tumor cells that are BRAFV600E/K and BR

      [Paragraph-level] PMCID: PMC2848976 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Predictive, Oncogenic, Functional

      Justification: Predictive: The passage discusses how BRAFV600E/K is targeted for therapy with the specific inhibitor PLX4032, indicating a correlation with treatment response. Oncogenic: BRAFV600E/K is described as a mutationally active tumor-specific kinase in melanomas, suggesting its role in tumor development or progression. Functional: The passage mentions that PLX4032 alters the activity of ERK1/2 in BRAFV600E/K cells, indicating a change in molecular function related to the variant.

      Gene→Variant (gene-first): 673:BRAFV600E 4893:Q61L 673:V600E/K

      Genes: 673 4893

      Variants: BRAFV600E Q61L V600E/K

    2. Two additional assays confirmed that activated FAK had a functional impact on BRAFWT melanoma cells. First, there was a dramatic reduction in colony formation in soft agar in response to PLX4032 (Figure 6C), although the

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 24

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how activated FAK has a functional impact on BRAFWT melanoma cells, specifically noting changes in colony formation and cell motility in response to PLX4032, indicating alterations in molecular or biochemical function. Oncogenic: The mention of BRAFWT and BRAFV600E in the context of melanoma cells suggests that these variants are involved in tumor behavior, particularly in how they respond to treatment and their migratory capabilities, indicating a role in tumor development or progression.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    3. PLX4032 also had physiological effects on advanced melanoma cells. We observed enhanced detachment of BRAFWT melanoma cells after treatment with PLX4032 for several hours that were 99% viable (Figure 6A). In contrast, th

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 23

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the effects of PLX4032 on melanoma cells, indicating a difference in response between BRAFWT and BRAFV600E cells, which suggests a correlation with treatment response. Oncogenic: The mention of BRAFV600E in the context of advanced melanoma cells implies that this somatic variant contributes to tumor development or progression, as it is associated with specific cellular behaviors in the study.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    4. We explored the spectrum of affected genes by hybridization to NimbleGen whole genome gene expression arrays, comparing untreated to PLX4032 treated (8 and 24 h) YUDOSO-BRAFWT melanoma cells. The results showed strong up

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 18

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the response of melanoma cells to the therapy PLX4032, indicating that the BRAFV600E variant is associated with a lack of activation of certain proteins in response to treatment, which suggests a predictive relationship regarding therapy response. Oncogenic: The mention of BRAFV600E in the context of melanoma cells implies its role as a somatic variant contributing to tumor development or progression, as it is a well-known oncogenic mutation in melanoma.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    5. Real time RT-PCR demonstrated that known early response genes, FOS and JUNB, were activated within 30 min in YUDOSO-BRAFWT melanoma cells in response to PLX4032, an effect that was persistent for up to 8 h, whereas FOS w

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 17

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the response of BRAFV600E cells to PLX4032, indicating a correlation with treatment response. Oncogenic: The mention of BRAFV600E in the context of downregulation of FOS and the activation of ERK1/2 suggests that this somatic variant contributes to tumor behavior and progression.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    6. We further explored the activation of downstream ERK targets and changes in gene expression that may shed more light on PLX4032 cellular responses and may provide markers to monitor therapy. Western blotting with phospho

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 16

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the cellular responses to PLX4032 therapy and mentions the activation of downstream ERK targets in relation to the BRAFV600E variant, indicating a correlation with treatment response. Oncogenic: The BRAFV600E variant is implicated in the inhibition of p90RSK activation in melanoma cells, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    7. We considered several known pathways by which PLX4032 could activate RAF1. We ruled out triggering an escape pathway, such as a receptor tyrosine kinase, by two independent approaches. First, traditional Western blotting

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the R89L variant of RAF1 alters its ability to bind Ras-GTP and its activation in response to PLX4032, indicating a change in molecular function. Oncogenic: The R89L variant is described in the context of its activation and role in signaling pathways, suggesting its contribution to tumor development or progression.

      Gene→Variant (gene-first): 3726:R89L

      Genes: 3726

      Variants: R89L

    8. Similar studies with RAF1 showed non-detectable activity in YULAC-BRAFV600E and YUMAC-BRAFV600K cells (data not shown). In contrast, a wide range of RAF1 kinase activity was observed in four independent BRAFWT melanoma c

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses the activity of RAF1 kinase in relation to BRAFV600E and BRAFV600K variants, indicating that these variants alter the molecular function of RAF1, as evidenced by the observed kinase activity levels. Oncogenic: The mention of BRAFV600E and BRAFV600K in the context of non-detectable activity and their relationship to RAF1 activity suggests that these somatic variants contribute to tumor development or progression.

      Gene→Variant (gene-first): 673:BRAFV600E 673:BRAFV600K

      Genes: 673

      Variants: BRAFV600E BRAFV600K

    9. The opposite effects of PLX4032 on ERK1/2 phosphorylation in YULAC-BRAFV600E and YUDOSO-BRAFWT melanoma cells were concentration dependent. Both cell types responded to the drug at 1 and 0.5 muM, but not at 0.1 muM (Figu

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 7

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the response of melanoma cells with the BRAFV600E variant to the drug PLX4032, indicating a correlation with treatment sensitivity. Oncogenic: The BRAFV600E variant is implicated in the context of melanoma cells, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    10. Changes in dephosphorylation and hyperphosphorylation of ERK1/2 in YULAC-BRAFV600E and YUDOSO-BRAFWT melanoma cells, respectively, occurred within 5 min, and progressed with similar kinetics (Figure 2B, pERK). The Wester

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses changes in the phosphorylation state of ERK1/2 in response to treatment, indicating that the BRAFV600E variant alters the molecular function of these proteins in melanoma cells. Oncogenic: The mention of the BRAFV600E variant in the context of melanoma cells suggests that it contributes to tumor development or progression, as it is associated with changes in signaling pathways relevant to cancer.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    11. The effects of PLX4032 on downstream RAF effectors were examined to further understand the mechanism of drug resistance. Unless otherwise stated, we used 1 muM of PLX4032, about 10x the IC50 of sensitive melanoma cells,

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the effects of PLX4032 on BRAFV600E/K melanoma cells, indicating a correlation between the variant and response to the therapy, specifically in terms of ERK1/2 phosphorylation. Oncogenic: The mention of BRAFV600E/K in the context of melanoma cells suggests that these somatic variants contribute to tumor development or progression, as they are associated with the activation of the RAF-MEK-ERK pathway in cancer.

      Gene→Variant (gene-first): 673:BRAFV600K 673:V600E/K

      Genes: 673

      Variants: BRAFV600K V600E/K

    12. The effect of PLX4032 was tested on melanoma cells isolated from primary and metastatic lesions in which BRAF, NRAS and PTEN mutations were characterized (Table 1). Dose response analyses showed that all the BRAF mutant

      [Paragraph-level] PMCID: PMC2848976 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the sensitivity of BRAF mutant melanoma cell strains, including those with the V600E mutation, to the drug PLX4032, indicating a correlation between the variant and response to therapy. Oncogenic: The V600E variant is mentioned in the context of BRAF mutations in melanoma cells, suggesting its role in tumor development or progression as part of the BRAF mutation profile.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. Germline substitutions in the endothelial cell tyrosine kinase receptor TIE2/TEK cause a rare inherited form of venous anomalies, mucocutaneous venous malformations (VMCM). We now identified a somatic 2nd hit causing los

      [Paragraph-level] PMCID: PMC2670982 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Predisposing, Oncogenic, Functional

      Justification: Predisposing: The passage describes germline substitutions in the TIE2/TEK receptor that cause a rare inherited form of venous anomalies, indicating that these variants confer inherited risk for developing the disease. Oncogenic: The passage discusses somatic mutations in TIE2 that contribute to tumor development, specifically noting the identification of somatic mutations in lesions and their role in the etiology of sporadic venous malformations. Functional: The passage mentions that the L914F variant shows ligand-independent hyperphosphorylation and abnormal localization when overexpressed, indicating that it alters molecular function.

      Gene→Variant (gene-first): 284:L914F 7010:R849W

      Genes: 284 7010

      Variants: L914F R849W

    1. A recent study identified an activating allele of JAK3 (V674A) from an acute myeloid leukemia patient-derived retroviral cDNA library, and showed that JAK3V674A can transform the lymphoid pro-B-cell line BaF3 to IL-3-ind

      [Paragraph-level] PMCID: PMC2830973 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Oncogenic, Predictive

      Justification: Oncogenic: The variant JAK3V674A is described as an activating allele that can transform a lymphoid pro-B-cell line, indicating its role in tumor development or progression. Predictive: The passage discusses how treatment with the compound NSC114792 inhibits JAK3 activity and decreases the viability of BaF3-JAK3V674A cells, suggesting a correlation with response to therapy.

      Gene→Variant (gene-first): 3718:V674A

      Genes: 3718

      Variants: V674A

    1. The recruitment of PTEN to the plasma membrane is crucial for PTEN activity. To determine the impact of the T277A and L320S mutations on PTEN membrane localization, we introduced T277A into PTENA4, PTENK13R,A4 and ePTEN,

      [Paragraph-level] PMCID: PMC5491373 Section: RESULTS PassageIndex: 16

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the T277A and L320S mutations alter the molecular function of PTEN by blocking its membrane localization and decreasing its ability to reduce AKT phosphorylation, indicating a change in biochemical activity. Oncogenic: The passage suggests that the nuclear localization defects caused by the T277A and L320S mutations could affect PTEN function in suppressing tumor formation, indicating that these mutations contribute to tumor development or progression.

      Gene→Variant (gene-first): 2597:K13R 4734:L320S 5728:T277A

      Genes: 2597 4734 5728

      Variants: K13R L320S T277A

    2. To determine the mechanism that decreases the stability of PTENL320S in greater detail, we combined L320S with mutations that are known to increase PTEN stability. We introduced K13R, which has been shown to block ubiqui

      [Paragraph-level] PMCID: PMC5491373 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the L320S variant decreases the stability of PTEN and its interactions with the plasma membrane, indicating an alteration in molecular function. Oncogenic: The context of the passage suggests that the variants, particularly L320S, contribute to tumor development or progression by affecting PTEN stability and function, which is relevant in cancer biology.

      Gene→Variant (gene-first): 5728:C124S 2597:K13 2597:K13R 4734:L320S

      Genes: 5728 2597 4734

      Variants: C124S K13 K13R L320S

    3. To test whether ectopic expression of PTEN can suppress PIP3 signalling in patient-derived GBM cells, we introduced PTENWT-GFP into GBM 651 (which expressed PTENL320S), GBM 965 (which expressed no PTEN proteins) and GBM

      [Paragraph-level] PMCID: PMC5491373 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the PTEN variants L320S and T277A alter the molecular function of PTEN, specifically its ability to suppress AKT phosphorylation and inhibit cell migration and proliferation. Oncogenic: The variants PTENL320S and PTENT277A are implicated in decreased activity to suppress key signaling pathways and cellular behaviors associated with tumor development and progression, indicating their role in oncogenesis.

      Gene→Variant (gene-first): 4734:L320S 5728:T277A

      Genes: 4734 5728

      Variants: L320S T277A

    4. We found two cells, GBMs 651 and 276, each of which contained a previously uncharacterized point mutation in the PTEN coding region. The former carried L320S while the latter carried T277A. Both mutant proteins had decre

      [Paragraph-level] PMCID: PMC5491373 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the L320S and T277A mutations in PTEN alter the steady state levels of the proteins and their localization, indicating a change in molecular function. Oncogenic: The context suggests that the mutations contribute to the alteration of PTEN function, which is implicated in tumor development or progression.

      Gene→Variant (gene-first): 4734:L320S 5728:T277A

      Genes: 4734 5728

      Variants: L320S T277A

    1. We compared the transcriptional landscape of lung cancers between ever-smokers and never-smokers. There was a significant difference in the number of point mutations between the two groups (Fig. 4A). On average, smokers

      [Paragraph-level] PMCID: PMC3483540 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Oncogenic, Diagnostic

      Justification: Oncogenic: The passage discusses the presence of somatic point mutations, specifically the C > A and T > G transversions, in lung cancers of smokers, indicating their contribution to tumor development or progression. Diagnostic: The differences in mutational spectrums between lung cancers of smokers and never-smokers suggest that these variants can be used to classify or define the disease based on smoking status.

      Gene→Variant (gene-first): 2199:C > A 2199:T > G

      Genes: 2199

      Variants: C > A T > G

    2. Using our transcriptome data, we identified 4607 somatic nonsynonymous single nucleotide substitutions and 373 coding short-indel mutations (Supplemental Fig. 2; Supplemental Table 3). Whole-exome sequencing of two rando

      [Paragraph-level] PMCID: PMC3483540 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Oncogenic, Diagnostic

      Justification: Oncogenic: The passage discusses several somatic mutations, including those in EGFR, KRAS, NRAS, PIK3CA, BRAF, CTNNB1, and MET, which are identified as driver mutations contributing to lung adenocarcinoma, indicating their role in tumor development or progression. Diagnostic: The passage mentions that specific mutations in well-known cancer genes are associated with lung adenocarcinoma, suggesting that these variants can be used to classify or define the disease.

      Gene→Variant (gene-first): 1499:D32G 22853:E555K 3845:G12C 3845:G12D 3845:G12S 3845:G12V 3845:G13C 3845:G13D 1956:G719A 5290:H1047R 1956:L858R 1499:M1124D 3845:Q61H 4893:Q61K 4893:Q61L 673:V600E

      Genes: 1499 22853 3845 1956 5290 4893 673

      Variants: D32G E555K G12C G12D G12S G12V G13C G13D G719A H1047R L858R M1124D Q61H Q61K Q61L V600E

    1. A PDX mouse model was developed using primary AML cells from a patient with IDH1R132C mutant AML (PDX1). Targeted sequencing of the patient AML cells revealed a FLT3-TKD (p.D835del), an atypical NPM1 (p.S254LfsTer4), and

      [Paragraph-level] PMCID: PMC5629366 Section: RESULTS PassageIndex: 7

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the treatment of PDX models with BAY1436032, indicating a correlation between the variant mutations and the response to this specific therapy. Oncogenic: The passage describes the presence of somatic mutations (p.D835del and p.Q61R) in AML cells that contribute to tumor development, as evidenced by their propagation in PDX models.

      Gene→Variant (gene-first): 2322:p.D835del 4893:p.Q61R

      Genes: 2322 4893

      Variants: p.D835del p.Q61R

    2. We developed a novel IDH1 inhibitor, BAY1436032, with high selectivity against all known IDH1R132 mutant proteins (R132H, R132C, R132G, R132S and R132L) compared to wild-type IDH1 and wild-type or mutant IDH2. Details on

      [Paragraph-level] PMCID: PMC5629366 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the sensitivity of various IDH1R132 mutant proteins to the IDH1 inhibitor BAY1436032, indicating a correlation between the presence of these variants and the response to the therapy. Oncogenic: The variants mentioned (R132C, R132G, R132H, R132L, R132S) are associated with mutant IDH1 proteins that contribute to tumor development, as evidenced by their expression in patient-derived AML cells and their role in producing R-2HG.

      Gene→Variant (gene-first): 3417:R132C 3417:R132G 3417:R132H 3417:R132L 3417:R132S 3418:R140Q

      Genes: 3417 3418

      Variants: R132C R132G R132H R132L R132S R140Q

    1. Mutation of p53 is the most common genetic change in human cancer, causing complex effects including not only loss of wild-type function but also gain of novel oncogenic functions (GOF). It is increasingly likely that p5

      [Paragraph-level] PMCID: PMC3973211 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Prognostic, Predictive, Oncogenic

      Justification: Prognostic: The passage indicates that mutations at Arg248 and Arg282 positions are associated with shorter patient survival, suggesting a correlation with disease outcome independent of therapy. Predictive: The passage discusses the association of p53 mutations with resistance to several CYP3A4-metabolized chemotherapeutic drugs, indicating a correlation with treatment response. Oncogenic: The mention of p53 mutations contributing to gain of novel oncogenic functions and their association with cancer cell lines suggests that these somatic variants play a role in tumor development or progression.

      Gene→Variant (gene-first): 7157:Arg248 7157:Arg282 7157:R282W

      Genes: 7157

      Variants: Arg248 Arg282 R282W

    1. KRAS, NRAS, or HRAS genes are mutated to encode an active oncogenic protein in a quarter of human cancers. Redox-dependent reactions can also lead to Ras activation in a manner dependent upon the thiol residue of cystein

      [Paragraph-level] PMCID: PMC4234187 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the introduction of a C118S mutation into the Kras allele and its effect on tumorigenesis, indicating that this somatic variant contributes to tumor development or progression. Functional: The passage describes how the thiol residue of cysteine 118 is involved in redox-dependent reactions that lead to Ras activation, suggesting that the C118S mutation alters molecular function related to protein activity.

      Gene→Variant (gene-first): 4843:C118 4843:C118S 4843:cysteine 118

      Genes: 4843

      Variants: C118 C118S cysteine 118

    1. Routine MRI surveillance again showed enlargement of the tumor over the next 6 months following the partial resection (Table 1A). The radiologist reported increases in the size and degree of contrast enhancement of the m

      [Paragraph-level] PMCID: PMC8040738 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the patient's lack of response to vinblastine treatment, indicating that the p.T599dup BRAF variant may be associated with resistance to this therapy. Oncogenic: The p.T599dup BRAF variant is mentioned in the context of tumor sequencing, suggesting that it contributes to tumor development or progression.

      Gene→Variant (gene-first): NA:p.T599dup BRAF

      Genes: NA

      Variants: p.T599dup BRAF

    2. An adolescent female initially presented with blurred vision, papilledema, and hydrocephalus and was diagnosed with a probable low-grade glioma based on magnetic resonance imaging (MRI). The patient was treated for hydro

      [Paragraph-level] PMCID: PMC8040738 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses the identification of a BRAF p.T599dup mutation in a tumor specimen, indicating that this somatic variant contributes to tumor development or progression, specifically in the context of a low-grade glioma.

      Gene→Variant (gene-first): 673:p.T599dup

      Genes: 673

      Variants: p.T599dup

    1. Two zebrafish models of VM were then developed to validate our findings in vivo and to serve as a platform for screening of potential drug treatments. Artery and vein development in zebrafish are regulated by mechanisms

      [Paragraph-level] PMCID: PMC5873857 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Oncogenic, Predictive

      Justification: Oncogenic: The passage describes how the BRAFV600E variant contributes to disordered vessel formation and recapitulates clinical features of vascular malformations, indicating its role in tumor development or progression. Predictive: The passage discusses the response of zebrafish with BRAFV600E to vemurafenib, an approved BRAF inhibitor, showing that the variant correlates with improved blood flow following targeted therapy.

      Gene→Variant (gene-first): 673:BRAFV600E

      Genes: 673

      Variants: BRAFV600E

    2. Structural modeling was undertaken of the 4 mosaic variants detected in exon 2 of the MAP2K1 gene, 2 identical missense variants (p.[K57N]), and 2 small intraexonic deletions removing, respectively, codons 53-58 (novel c

      [Paragraph-level] PMCID: PMC5873857 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the variants affect the 3D protein structure and stability of helix A in the MAP2K1 gene, indicating that they alter molecular function. Oncogenic: The variants are described as contributing to the destabilization of the conformation of the inactive state of the protein, which suggests a role in tumor development or progression.

      Gene→Variant (gene-first): 5604:E62del NA:K57 5604:c.159_173del 5604:c.173_187del 5604:p.[K57N]

      Genes: 5604 NA

      Variants: E62del K57 c.159_173del c.173_187del p.[K57N]

    3. Twenty-five patients with high-flow and 135 patients with low-flow VMs, in whom known VM-related pathogenic variants had previously been excluded (Methods), were investigated to identify the cause of the clinical phenoty

      [Paragraph-level] PMCID: PMC5873857 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of pathogenic variants in patients with vascular malformations (VMs), indicating that these variants are used to classify or define the clinical phenotype associated with the disease. Oncogenic: The identified variant c.159_173del is described as contributing to the allelic spectrum of variants in the RAS/MAPK pathway, which is known to be involved in tumor development and progression, thus supporting its oncogenic potential.

      Gene→Variant (gene-first): 5604:c.159_173del

      Genes: 5604

      Variants: c.159_173del

    1. Finally, univariate and multivariate analyses were conducted using the Cox-proportional hazards model to determine the factors that influenced poorer outcomes in patients with stage IV CRC (Table II). The univariate anal

      [Paragraph-level] PMCID: PMC7068240 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Prognostic, Oncogenic

      Justification: Prognostic: The passage indicates that the presence of the BRAF V600E mutation correlates with poorer outcomes in patients with stage IV CRC, suggesting its role in prognosis independent of therapy. Oncogenic: The BRAF V600E mutation is associated with tumor development or progression, as indicated by its correlation with poorer prognosis in the context of cancer.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    2. Prior to analyzing the miRNA microarray data, six independent CRC specimens were evaluated according to their KRAS/BRAF mutational profiles and MSI status, which resulted in six subtypes with different genetic and clinic

      [Paragraph-level] PMCID: PMC7068240 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the evaluation of CRC specimens based on their BRAF V600E mutation status, which is used to classify the tumors into different subtypes with distinct genetic and clinical features. Oncogenic: The BRAF V600E mutation is mentioned in the context of tumor specimens, indicating its role in tumor development or progression in colorectal cancer.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    3. Identification of miRNAs associated with CRCs expressing the BRAF V600E mutation

      [Paragraph-level] PMCID: PMC7068240 Section: RESULTS PassageIndex: 2

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage indicates that the BRAF V600E mutation is associated with colorectal cancers (CRCs), suggesting its role in defining or classifying a disease subtype. Oncogenic: The mention of the BRAF V600E mutation in the context of colorectal cancers implies that it contributes to tumor development or progression.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. We identified potentially targetable mutations in PIK3CA and CDKN2A. An established canonical mutation, PIK3CA E545K missense mutation were identified in five patients (5%) (Fig. 4A), while CDKN2A R58X nonsense mutation

      [Paragraph-level] PMCID: PMC6333965 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of specific mutations in PIK3CA and CDKN2A, indicating their association with patient populations, which suggests their role in defining or classifying disease subtypes. Oncogenic: The mention of TP53 inactivating mutations (R209Q/W, R243W/Q) causing cell cycle deregulation implies that these somatic variants contribute to tumor development or progression.

      Gene→Variant (gene-first): 5290:E545K 7157:R209Q/W 7157:R243W/Q 1029:R58X

      Genes: 5290 7157 1029

      Variants: E545K R209Q/W R243W/Q R58X

    1. Diffuse Intrinsic Pontine Glioma (DIPG) is a fatal brain cancer that arises in the brainstem of children with no effective treatment and near 100% fatality. The failure of most therapies can be attributed to the delicate

      [Paragraph-level] PMCID: PMC3997489 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the prevalence of the K27M mutation in DIPG, indicating its association with this specific disease, which supports its use as a biomarker for classification. Oncogenic: The K27M mutation is described as part of the unique genetic make-up of DIPG, suggesting its contribution to tumor development or progression in this specific cancer type.

      Gene→Variant (gene-first): 3021:K27M

      Genes: 3021

      Variants: K27M

    1. Considering individual ESR1 mutations, there was strong evidence for positive selection specifically of ESR1 Y537S through treatment in both treatment groups (p = 0.0037, McNemar's test, q = 0.047, Bonferroni correction

      [Paragraph-level] PMCID: PMC6368247 Section: RESULTS PassageIndex: 17

      Evidence Type(s): Predictive, Prognostic, Oncogenic

      Justification: Predictive: The passage discusses the positive selection of the ESR1 Y537S mutation through treatment and its association with resistance to fulvestrant, indicating a correlation with treatment response. Prognostic: The exploratory analysis of progression-free survival comparing patients with a Y537S mutation at day 1 to those who acquired it by the end of treatment suggests a correlation with disease outcome, independent of therapy. Oncogenic: The evidence presented indicates that the ESR1 Y537S mutation contributes to tumor development or progression, particularly in the context of promoting resistance to treatment.

      Gene→Variant (gene-first): 5728:Y537S

      Genes: 5728

      Variants: Y537S

    2. For PIK3CA, considering both treatment arms, 39 variants in 37 patients (37/195, 19.0%) were identified in the day 1 samples (Figure 2A), consistent with previous findings and indicating low levels of polyclonality. Almo

      [Paragraph-level] PMCID: PMC6368247 Section: RESULTS PassageIndex: 14

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the acquisition of PIK3CA mutations, including E542K, E545K, H1047L, and H1047R, in patients during treatment, indicating that these somatic variants contribute to tumor development or progression. Functional: The validation of acquired PIK3CA mutations using ddPCR and the mention of their allele fraction estimation suggest that these variants alter molecular or biochemical function, supporting their functional impact in the context of cancer.

      Gene→Variant (gene-first): 5290:E542K 5290:E545K 5290:H1047L 5290:H1047R

      Genes: 5290

      Variants: E542K E545K H1047L H1047R

    3. Six patients acquired detectable RB1 mutations at end of treatment (p = 0.041, McNemar's test with continuity correction), all of these patients having received palbociclib plus fulvestrant. Two of these 6 patients had 2

      [Paragraph-level] PMCID: PMC6368247 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Oncogenic, Predictive

      Justification: Oncogenic: The Q257X mutation is described as part of RB1 aberrations that are likely to result in abrogated Rb function, indicating its contribution to tumor development or progression in the context of resistance to therapy. Predictive: The emergence of RB1 aberrations, including the Q257X mutation, is discussed in relation to the treatment with palbociclib plus fulvestrant, suggesting a correlation with resistance to this specific therapy.

      Gene→Variant (gene-first): 5925:Q257X

      Genes: 5925

      Variants: Q257X

    4. A second patient, 253, during treatment with palbociclib plus fulvestrant exhibited marked selection of a subclone featuring an activating mutation in the tyrosine kinase domain of FGFR2 p.K569E, not detectable in the da

      [Paragraph-level] PMCID: PMC6368247 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the selection of a subclone featuring the FGFR2 p.K569E mutation during treatment with palbociclib plus fulvestrant, indicating a correlation with resistance to therapy. Oncogenic: The FGFR2 p.K569E mutation is described as an activating mutation that contributes to the development of a resistant subclone, suggesting its role in tumor progression.

      Gene→Variant (gene-first): 2263:D538G 2099:Q75E 2263:p.K569E

      Genes: 2263 2099

      Variants: D538G Q75E p.K569E

    5. Clonal evolution and selection on palbociclib plus fulvestrant was clearly evident between day 1 and EOT plasma in 85.7% 12/14 patients (Figure 1, Supplementary figure 6). Patient 390 had two RB1 truncating mutations, p.

      [Paragraph-level] PMCID: PMC6368247 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the presence of RB1 mutations, including p.Q257X and p.N519fs, in a resistant subclone during treatment with palbociclib plus fulvestrant, indicating a correlation with treatment resistance. Oncogenic: The RB1 mutations are described as contributing to the development of a resistant subclone, suggesting their role in tumor progression and resistance to therapy.

      Gene→Variant (gene-first): 5925:p.N519fs 5925:p.Q257X

      Genes: 5925

      Variants: p.N519fs p.Q257X

    1. As described earlier, ATRX and IDH1/2 mutations co-occur frequently in glioma, and we and others have reported that the latter induce HR defects and PARP inhibitor sensitivity. We thus wanted to understand how PARPi sens

      [Paragraph-level] PMCID: PMC8203843 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how IDH1 mutations, specifically R132H, induce sensitivity to PARP inhibitors, indicating a correlation with treatment response. Oncogenic: The context implies that the IDH1 R132H mutation contributes to tumor behavior, particularly in the context of glioma and its interaction with ATRX mutations.

      Gene→Variant (gene-first): 3417:R132H

      Genes: 3417

      Variants: R132H

    1. We first asked whether the EGFR inhibitor afatinib could reduce BTSC viability and sphere formation, using alamarBlue and neurosphere assays. Afatinib inhibited BTSC growth and sphere-forming capacity in a dose-dependent

      [Paragraph-level] PMCID: PMC7086303 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how the G598V mutation influences the sensitivity of BTSC cultures to the EGFR inhibitor afatinib, indicating a correlation with treatment response. Oncogenic: The G598V mutation is described as an activating mutation in the context of EGFR, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 1956:G598V

      Genes: 1956

      Variants: G598V

    1. Somatic mutations in the epidermal growth factor receptor (EGFR) gene are present in approximately 20% (in Caucasians) to 40% (in East Asians) of adenocarcinomas of the lung. Targeted therapy for these lung cancers has b

      [Paragraph-level] PMCID: PMC5021039 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the response rates of various EGFR mutations, including E709K, G719X, L858R, and L861Q, to targeted therapies such as gefitinib and erlotinib, indicating their correlation with treatment sensitivity. Oncogenic: The passage mentions that somatic mutations in the EGFR gene, including the variants listed, are present in lung adenocarcinomas and contribute to tumor development, which supports their classification as oncogenic.

      Gene→Variant (gene-first): 1956:E709K 1956:G719X 1956:L858R 1956:L861Q 1956:S768I

      Genes: 1956

      Variants: E709K G719X L858R L861Q S768I

    1. Interestingly, the irreversible EGFR inhibitor CL-387,785 is more effective than gefitinib or erlotinib for inhibition of colony formation by cells expressing the exon 20 insertion mutant (Figure 4C). Calculated IC50 val

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 19

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the effectiveness of the irreversible EGFR inhibitor CL-387,785 in inhibiting colony formation and autophosphorylation in cells expressing the L858R variant, indicating a correlation with treatment response. Oncogenic: The L858R variant is described in the context of its role in transformation assays, suggesting that it contributes to tumor development or progression.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    2. Given the association between the presence of activating EGFR mutations and clinical responses to gefitinib or erlotinib in lung adenocarcinoma patients, we assessed the ability of these EGFR inhibitors to inhibit anchor

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 16

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the correlation between the presence of activating EGFR mutations, including G719S, L747_E749del A750P, and L858R, and clinical responses to gefitinib or erlotinib, indicating their sensitivity to these therapies. Oncogenic: The passage describes the ability of the mentioned EGFR mutations to promote anchorage-independent growth in cell lines, which is indicative of their role in tumor development or progression.

      Gene→Variant (gene-first): 1956:G719S 1956:L747_E749del A750P 1956:L858R

      Genes: 1956

      Variants: G719S L747_E749del A750P L858R

    3. Consistent with previous reports on L858R mutant EGFR, STAT signaling pathways are constitutively activated in the transformed NIH-3T3 cells. Immunoblotting with antibodies specific for phosphorylated Y705, the tyrosine

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage describes how the L858R mutant EGFR alters molecular function by activating STAT signaling pathways and increasing STAT3-dependent gene expression, as demonstrated through immunoblotting and reporter assays. Oncogenic: The L858R variant is associated with transformed NIH-3T3 cells, indicating its contribution to tumor development or progression.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    4. We next asked whether constitutive activation of mutant EGFR is associated with alterations in downstream signaling pathways. Because Y1173, a docking site for the adaptor protein Shc, is constitutively phosphorylated on

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the L858R variant of EGFR alters the molecular function of Shc binding and phosphorylation, indicating a change in biochemical activity associated with the mutant protein. Oncogenic: The L858R variant is described as contributing to constitutive activation of EGFR, which is associated with tumor development or progression, as evidenced by the downstream signaling alterations observed in the study.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    5. The constitutive increase in EGFR activity appears to be ligand-independent, as a combination of neutralizing antibodies against EGF, TGFalpha, and EGFR failed to inhibit elevated basal levels of L858R autophosphorylatio

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the L858R variant alters the molecular function of EGFR, specifically its autophosphorylation activity in response to EGF stimulation, indicating a change in biochemical function. Oncogenic: The L858R variant is associated with tumor development, as it is mentioned in the context of a lung adenocarcinoma cell line, suggesting its role in cancer progression.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    6. To determine the ability of mutant EGFR to transform a more physiologically relevant cell type, retroviruses expressing the L858R and G719S mutant forms of EGFR were introduced into hTBE cells expressing the SV40 early r

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage describes how the mutant forms of EGFR (L858R, G719S, L747_E749del A750P, and D770_N771insNPG) contribute to enhanced anchorage-independent growth in hTBE cells, indicating their role in tumor development or progression. Functional: The passage discusses the expression levels of the deletion and insertion mutants (L747_E749del A750P and D770_N771insNPG) and their ability to form colonies in soft agar, suggesting alterations in molecular function related to tumorigenesis.

      Gene→Variant (gene-first): 1956:D770_N771insNPG 1956:G719S 1956:L747_E749del A750P 1956:L858R 3265:V12

      Genes: 1956 3265

      Variants: D770_N771insNPG G719S L747_E749del A750P L858R V12

    7. Representative exon 19 deletion and exon 20 insertion mutations of EGFR were then assessed for transforming activity. Mutants L747_E749del, A750P and D770_N771insNPG (K. Naoki and M. M., unpublished data) were introduced

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses how the EGFR variants A750P, D770_N771insNPG, L747_E749del, L858R, and G719S contribute to tumor development, as evidenced by their ability to form colonies in soft agar and exhibit loss of contact inhibition in NIH-3T3 cells.

      Gene→Variant (gene-first): 1956:A750P 1956:D770_N771insNPG 1956:E749del 1956:G719S 1956:L858R

      Genes: 1956

      Variants: A750P D770_N771insNPG E749del G719S L858R

    8. Transformation of NIH-3T3 cells by L858R or G719S EGFR was further assessed in two independent assays. Expression of the EGFR point mutants in NIH-3T3 cells caused loss of contact inhibition, resulting in focus formation

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage describes how the L858R and G719S EGFR variants contribute to tumor development, as evidenced by their ability to transform NIH-3T3 cells and form tumors in immunocompromised mice. Functional: The passage indicates that the expression of the EGFR point mutants (L858R and G719S) in NIH-3T3 cells caused loss of contact inhibition, suggesting that these variants alter the molecular function of the EGFR protein.

      Gene→Variant (gene-first): 1956:D837A 1956:G719S 1956:L858R

      Genes: 1956

      Variants: D837A G719S L858R

    9. To assess the oncogenic potential of EGFR kinase domain mutants, tumor-derived mutations were introduced into the wild-type human EGFR cDNA by site-directed mutagenesis. The resulting wild-type and mutant EGFR cDNAs were

      [Paragraph-level] PMCID: PMC1240052 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the ability of the G719S and L858R mutations to transform NIH-3T3 cells, indicating that these somatic variants contribute to tumor development. Functional: The passage describes how the mutations G719S and L858R alter the ability of EGFR to induce colony formation in soft agar, demonstrating a change in molecular function related to tumorigenesis.

      Gene→Variant (gene-first): 1956:D837A 1956:G719S 1956:L858R

      Genes: 1956

      Variants: D837A G719S L858R

    1. Functional mutations were found in 31%(9/29) of patients; 7 of these mutations were novel and another was the L858R mutation. All missense mutations were found to be activating mutations and responsive to erlotinib. Of t

      [Paragraph-level] PMCID: PMC2970593 Section: ABSTRACT PassageIndex: 6

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage indicates that the L858R mutation is an activating mutation that is responsive to erlotinib, suggesting a correlation with treatment response. Oncogenic: The mention of the L858R mutation as an activating mutation implies its contribution to tumor development or progression, consistent with oncogenic behavior.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    1. Tumour tissue from the pons of 66 DIPG patients was screened for K27M mutation in histone H3 as previously described. 42/66 (64 %) were found to be mutated for K27M-H3.3, with an additional eight patients with K27M-H3.1

      [Paragraph-level] PMCID: PMC4159563 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Prognostic, Diagnostic, Oncogenic

      Justification: Prognostic: The passage indicates that patients with the K27M mutation in histone H3 have worse overall survival compared to patients with no histone mutations, suggesting a correlation between the variant and disease outcome. Diagnostic: The K27M mutation is associated with specific tumor histologies and is used to classify patients into different groups based on their histone mutation status, indicating its role in defining disease subtypes. Oncogenic: The K27M mutation in histone H3 is described as contributing to tumor development, as it is found in a significant proportion of tumors and correlates with specific tumor characteristics.

      Gene→Variant (gene-first): 90:K27M

      Genes: 90

      Variants: K27M

    2. For 44 patients sufficient tissue was available to assess extent of spread and the presence of disseminated disease. Seventeen of 44 patients (38.6 %) had leptomeningeal spread at autopsy (for example, see Fig. 1b). Furt

      [Paragraph-level] PMCID: PMC4159563 Section: RESULTS PassageIndex: 7

      Evidence Type(s): Prognostic, Oncogenic

      Justification: Prognostic: The passage discusses overall survival rates for patients with and without leptomeningeal spread, indicating that the presence of the K27M mutation correlates with worse survival outcomes. Oncogenic: The K27M variant is mentioned in the context of tumor spread and is associated with specific tumor types (GBM), suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 90:K27M 5290:p.Glu545Gly 90:p.Gly328Val

      Genes: 90 5290

      Variants: K27M p.Glu545Gly p.Gly328Val

    1. 1,449 genes with somatic CNA were observed in at least 10% of tumors (S1 Table) and were located on 26 genomic segments on chromosomes 1, 2, 3, 5, 8, 10, 11, 17, 18, 19 and 20. The size of these genomic loci ranged from

      [Paragraph-level] PMCID: PMC7467277 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses somatic copy number alterations (CNAs) and specifically mentions a segment on chromosome 8 that exhibits deletion, indicating a potential role in tumor development or progression.

      Gene→Variant (gene-first): NA:chr8:208343-27992852

      Genes: NA

      Variants: chr8:208343-27992852

    1. Of eleven patients with acquired resistance to 1st/2nd generation EGFR-TKI therapy, ten had an accessible progressive lesion and were re-biopsied. In the remaining case, liquid biopsy was used. In eight patients (73%), a

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 24

      Evidence Type(s): Predictive, Diagnostic, Oncogenic, Functional

      Justification: Predictive: The passage discusses the T790M mutation in the context of resistance to EGFR-TKI therapy and its correlation with treatment response, particularly with osimertinib. Diagnostic: The T790M mutation is mentioned as a resistance mutation detected in patients with acquired resistance to EGFR-TKI therapy, indicating its role in classifying the disease state. Oncogenic: The T790M mutation is described as a resistance mutation that contributes to tumor progression in patients undergoing treatment, indicating its role in cancer development. Functional: The passage implies that the T790M mutation alters the response to therapy, suggesting a change in molecular function related to drug resistance mechanisms.

      Gene→Variant (gene-first): 1956:G719C 1956:T790M 673:V600E 1956:c.2155G>T 1956:p.G719C 7157:p.R248W

      Genes: 1956 673 7157

      Variants: G719C T790M V600E c.2155G>T p.G719C p.R248W

    2. Forty-seven of 55 patients with a sensitizing driver mutation received targeted therapy. Their treatment course is shown in the swimmer plot (Figure 4). Eight driver-positive patients did not receive targeted therapy eit

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 17

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses patients with sensitizing driver mutations receiving targeted therapy, indicating a correlation between the presence of these mutations (including E709A and G719S) and the response to treatment. Oncogenic: The mention of E709A and G719S as part of a complex EGFR mutation suggests that these somatic variants contribute to tumor development or progression, particularly in the context of the patient's advanced disease stage.

      Gene→Variant (gene-first): 1956:E709A 1956:G719S

      Genes: 1956

      Variants: E709A G719S

    3. ALK/ROS1/BRAF: 111 patients (97% EGFR negative) were tested for an ALK translocation with 8 positive results (7%). Five of 56 men (8.9%), and 3 of 54 women (5.6%) had a positive ALK-FISH test. In line with the literature

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage indicates that the classic V600E mutation was detected in patients, suggesting its role in tumor development or progression, particularly in the context of BRAF mutations.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    4. Transition exon 21 c.2527G>A; p.V843I mutation in an ex-smoker with NSCLC (NOS) who did not receive targeted EGFR-TKI therapy. This mutation has been reported twice in lung cancer (COSMIC databank, accessed 31.10.16) and

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Diagnostic, Predictive, Oncogenic

      Justification: Diagnostic: The variant c.2527G>A; p.V843I is associated with lung cancer, as indicated by its reporting in the COSMIC databank and its presence in a patient with NSCLC. Predictive: The passage states that the mutation does not confer sensitivity to EGFR-TKIs, indicating a lack of response to this specific therapy. Oncogenic: The variant is described as "activating from a biological point of view," suggesting it contributes to tumor development or progression in lung cancer.

      Gene→Variant (gene-first): 1956:c.2527G>A 1956:p.V843I

      Genes: 1956

      Variants: c.2527G>A p.V843I

    5. Transition exon 21 c.2543C>T; p.P848L in a male ex-smoker with AC G1 stage IV (M1b). This patient showed stable disease on erlotinib with a relatively short PFS of 4.6 months. This mutation has been previously described

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Predictive, Diagnostic, Oncogenic

      Justification: Predictive: The passage indicates that the patient showed stable disease on erlotinib, suggesting a correlation between the variant and response to therapy. Diagnostic: The variant is mentioned in the context of being previously described in lung samples, indicating its association with a specific disease subtype (lung cancer). Oncogenic: The variant is discussed in relation to a patient with stage IV lung cancer, suggesting its potential role in tumor development or progression.

      Gene→Variant (gene-first): 1956:c.2543C>T 1956:p.P848L

      Genes: 1956

      Variants: c.2543C>T p.P848L

    6. Transition exon 19 c.2258T>C; p.P753L in a female smoker with SCC stage IIIA. This mutation has not been described previously in lung cancer (COSMIC databank search 31.10.2016). Upon recurrence after resection, the patie

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the patient's treatment with erlotinib and mentions early progression after disease stabilization, indicating a correlation between the variant and treatment response. Oncogenic: The variant is associated with a patient who has stage IIIA SCC, suggesting that it may contribute to tumor development or progression in the context of lung cancer.

      Gene→Variant (gene-first): 1956:c.2258T>C 1956:p.P753L

      Genes: 1956

      Variants: c.2258T>C p.P753L

    7. Transition exon 19 c.2203G>A; p.G735S in a female ex-smoker with AC G3 stage IV (M1b). This mutation has been described twice in lung cancer (COSMIC databank accessed 31.10.2016) with no data on response to EGFR-TKI ther

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the patient's progressive disease on 2nd line EGFR-TKI therapy with gefitinib, indicating a lack of response to the treatment associated with the variant. Oncogenic: The variant c.2203G>A; p.G735S is mentioned in the context of lung cancer, suggesting it may contribute to tumor development or progression.

      Gene→Variant (gene-first): 1956:c.2203G>A 1956:p.G735S

      Genes: 1956

      Variants: c.2203G>A p.G735S

    8. Driver mutations were detected in 55 patients of 265 tested AC patients (20.8%). The distribution and frequency of the 55 patients with an oncogenic driver mutation are shown in Figure 1A. Sensitizing EGFR-mutations were

      [Paragraph-level] PMCID: PMC5652823 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage indicates that the BRAF mutation V600E is classified as an oncogenic driver mutation, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. To observe transcript differences at the level of the single transcript, we used digital PCR, which brings potential advantages over real-time PCR, including the ability to obtain absolute quantification without external

      [Paragraph-level] PMCID: PMC6478919 Section: RESULTS PassageIndex: 25

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how the variant 21 T > C leads to higher BCL2 expression, which is associated with resistance to the therapy paclitaxel. Oncogenic: The variant 21 T > C is implicated in contributing to tumor behavior by leading to increased expression of BCL2, which is associated with resistance to treatment, indicating a role in tumor progression.

      Gene→Variant (gene-first): 596:21 T > C

      Genes: 596

      Variants: 21 T > C

    2. These findings led us to hypothesize that the + 21 T > C substitution leads, through a more stable transcript, to an increase in BCL2 protein levels. We tested this hypothesis in cell lines, in 1417 patient samples from

      [Paragraph-level] PMCID: PMC6478919 Section: RESULTS PassageIndex: 16

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the + 21 T > C substitution alters BCL2 protein levels, indicating a change in molecular function due to the variant. Oncogenic: The context of the study involves ovarian cancer patients, and the variant is associated with increased BCL2 protein levels, which can contribute to tumor development or progression.

      Gene→Variant (gene-first): 596:+ 21 T > C 596:C instead of a T

      Genes: 596

      Variants: + 21 T > C C instead of a T

    1. To assess this possibility, we first estimated, using the NetMHCpan-4.0 algorithm, how frequently in the general population neopeptides derived from the out-of-frame sequence following pathogenic mutations were predicted

      [Paragraph-level] PMCID: PMC7611203 Section: RESULTS PassageIndex: 26

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses common founder mutations such as BRCA2:c.5946delT and BRCA1:c.68_69delAG, indicating their association with neopeptides that are likely presented in the population, which relates to defining or classifying a disease. Oncogenic: The mention of pathogenic mutations and their associated neoantigens suggests that these variants contribute to tumor development or progression, as they are described as potential tumor antigens.

      Gene→Variant (gene-first): 672:c.5266dupC 675:c.5946delT 672:c.68_69delAG

      Genes: 672 675

      Variants: c.5266dupC c.5946delT c.68_69delAG

    2. Interestingly, we noted very few missense pathogenic mutations in the set of reported reversions. For example, in the Incidence tumour sequencing datasets used previously, we found that (40/849, 4.7%) of these pathogenic

      [Paragraph-level] PMCID: PMC7611203 Section: RESULTS PassageIndex: 16

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the presence of pathogenic missense mutations, specifically mentioning the BRCA1:p.C61S and p.M1I mutations, in the context of their association with disease, indicating their role in defining or confirming a disease subtype. Oncogenic: The passage refers to the BRCA1:p.C61S and p.M1I mutations as pathogenic, suggesting that they contribute to tumor development or progression, which aligns with the definition of oncogenic variants.

      Gene→Variant (gene-first): 672:p.C61S 672:p.M1I

      Genes: 672

      Variants: p.C61S p.M1I

    3. Amongst the 91 patients we collated data from, most (68/91, 75%) had unique pathogenic mutations (Figure 1E, annotated as "single-patient mutations" and Supplementary Figure 1). There were eight pathogenic mutations repr

      [Paragraph-level] PMCID: PMC7611203 Section: RESULTS PassageIndex: 7

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the presence of specific pathogenic mutations in patients, indicating their association with disease, which supports the use of these variants for classification and diagnosis. Oncogenic: The mention of pathogenic mutations suggests that these variants contribute to tumor development or progression, particularly in the context of BRCA1 and BRCA2 mutations associated with cancer.

      Gene→Variant (gene-first): 672:c.185delAG 672:c.5266dupC 675:c.5946delT 675:c.6174delT 672:c.68_69delAG

      Genes: 672 675

      Variants: c.185delAG c.5266dupC c.5946delT c.6174delT c.68_69delAG

    1. A total of 1 (1.1%) patient (no. 13) had two 'other' mutations, while 3 (3.4%) patients (nos. 9, 11 and 18), who were included in the 'classical mutations' group, had both the exon 21 L858R mutation and an 'other' mutati

      [Paragraph-level] PMCID: PMC2360265 Section: RESULTS PassageIndex: 7

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the incidence of the L858R mutation in relation to patient demographics and histology, indicating its association with specific patient groups and suggesting its role in defining or classifying disease subtypes. Oncogenic: The mention of the L858R mutation in the context of 'classical mutations' and its presence in patients with tumors suggests that it contributes to tumor development or progression.

      Gene→Variant (gene-first): 1956:L858R

      Genes: 1956

      Variants: L858R

    2. According to the mutational status, three groups of patients were identified as follows: (i) the 'wild-type' group (n=61 patients; 71%) with no detectable mutations; (ii) 'classical' mutations group (n=11 patients, 13%;

      [Paragraph-level] PMCID: PMC2360265 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of patient groups based on their mutational status, specifically mentioning the presence of classical mutations such as G719D, E746V, and L858R, which are used to classify patients. Oncogenic: The passage indicates that the reported EGFR mutations, including G719D, E746V, and L858R, were found to be of somatic origin, suggesting their contribution to tumor development or progression.

      Gene→Variant (gene-first): 1956:E746V 1956:G719D 1956:L858R

      Genes: 1956

      Variants: E746V G719D L858R

    1. Since mutations within the TKD of FLT3 (eg, FLT3-D835Y or FLT3-F691) often confer resistance to FLT3 inhibitors that were previously effective against FLT3-ITD, the effect of gilteritinib on these resistance mutations wa

      [Paragraph-level] PMCID: PMC5613053 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses how mutations such as FLT3-D835Y and FLT3-F691 confer resistance to FLT3 inhibitors, indicating a correlation with treatment response and sensitivity to specific therapies like gilteritinib and quizartinib. Oncogenic: The variants FLT3-D835Y and FLT3-F691 are implicated in tumor development and progression, as evidenced by their expression in Ba/F3 cells and the observed antitumor efficacy of gilteritinib in xenograft models.

      Gene→Variant (gene-first): 2322:D835Y 2322:F691 2322:F691 L 2322:F691I

      Genes: 2322

      Variants: D835Y F691 F691 L F691I

    2. Inhibitory activity of gilteritinib against FLT3 containing ITD +- D835Y or F691 L/I mutations

      [Paragraph-level] PMCID: PMC5613053 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the inhibitory activity of gilteritinib against FLT3 containing specific mutations, indicating a correlation with response to therapy. Oncogenic: The mention of D835Y and F691 L/I mutations in the context of FLT3 suggests that these somatic variants contribute to tumor development or progression.

      Gene→Variant (gene-first): 2322:D835Y 2322:F691 L/I

      Genes: 2322

      Variants: D835Y F691 L/I

    1. Four human NSCLC cell lines expressing different forms of the EGFR were investigated. Sensitivity of each cell line to the anti-proliferative effect of erlotinib was evaluated by methylene blue assay and is presented in

      [Paragraph-level] PMCID: PMC4385014 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the sensitivity of different cell lines to erlotinib treatment, indicating that the presence of the L858R and T790M mutations correlates with reduced sensitivity to the drug, which is a predictive relationship regarding therapy response. Oncogenic: The L858R and T790M mutations are described in the context of their presence in NSCLC cell lines, suggesting their role in tumor development or progression, which aligns with the definition of oncogenic variants.

      Gene→Variant (gene-first): 1956:L858R 1956:T790M

      Genes: 1956

      Variants: L858R T790M

    1. In addition to the main driver mutations discussed above, several patients carry recurrent mutations that are clearly subclonal (present in some but not all tumour areas in a patient) and occur at later stages of tumour

      [Paragraph-level] PMCID: PMC4823825 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage indicates that the PIK3CA H1047R mutation contributes to tumor development and progression, as it is associated with high-grade astrocytoma (WHO IV) and is linked to localized survival and growth advantages in tumor areas where it is acquired. Functional: The H1047R mutation affects the catalytic domain of PIK3CA, suggesting that it alters the molecular function of the protein, which is further supported by the mention of its role in PI3K activation and associated pathways.

      Gene→Variant (gene-first): 5290:H1047R

      Genes: 5290

      Variants: H1047R

    2. We analysed 134 punch cores from nine DIPG whole brain specimens obtained at autopsy as previously described. Selected punch cores represented multiple spatial regions of the primary tumour and adjacent areas within the

      [Paragraph-level] PMCID: PMC4823825 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The K27M mutation is described as an oncogenic mutation associated with high-grade gliomas (HGG) and is present in a majority of the analyzed DIPG samples, indicating its contribution to tumor development or progression.

      Gene→Variant (gene-first): 8358:K27M

      Genes: 8358

      Variants: K27M

    1. Somatic mutations found within the tyrosine kinase domain (TKD) of the human epidermal growth factor (HER) family of receptors have been implicated in the development and progression of non-small cell lung cancer (NSCLC)

      [Paragraph-level] PMCID: PMC4823091 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Predictive, Functional

      Justification: Oncogenic: The passage discusses the HER3 V855A somatic mutation's role in the development and progression of non-small cell lung cancer (NSCLC), indicating its contribution to tumor behavior. Predictive: The text mentions that HER-targeted inhibitors potently suppress mutant HER3 activity, suggesting a correlation between the V855A variant and response to targeted therapies. Functional: The passage states that in silico computational modeling predicts that the V855A mutation alters the kinase domain and c-terminal end of the HER3 protein, indicating a change in molecular function.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    2. Taken together, these data suggest that the V855A mutation alters the activity of HER3, which may correlate with a malignant phenotype.

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 26

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage indicates that the V855A mutation alters the activity of HER3, which relates to its molecular function. Oncogenic: The mention of the V855A mutation correlating with a malignant phenotype suggests that it contributes to tumor development or progression.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    3. To assess the effect of the inhibitors on colony formation, Ba/F3 co-transfectants were seeded onto methyl-cellulose and treated with HER inhibitors in the presence of NRG1beta. As shown in Fig 6b, afatinib (100 nmol/L)

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 22

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the effectiveness of HER inhibitors on colony formation in the presence of the V855A variant, indicating a correlation with response to therapy. Oncogenic: The V855A variant is mentioned in the context of colony formation assays, suggesting it contributes to tumor development or progression.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    4. We next examined the effect of chronic treatment with NRG1beta on HER3/HER2 phosphorylation and their downstream targets AKT and ERK 1/2 in the Ba/F3 co-transfectants. As shown in Figure 3e, a five-day chronic treatment

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 14

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the V855A variant alters the phosphorylation levels of HER3 and AKT, indicating a change in molecular function related to signaling pathways. Oncogenic: The text implies that the V855A variant contributes to transforming activity, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    5. We also investigated the functional relevance of stable Ba/F3 transfectants co-expressing HER3-V855A and EGFR (Supplemental Fig. 1a). While Ba/F3 cells co-expressing HER3-V855A and EGFR exerted a robust growth response t

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses the functional relevance of the HER3-V855A variant, indicating that it alters the growth response of Ba/F3 cells when co-expressed with EGFR, demonstrating a change in molecular function related to TGFalpha treatment. Oncogenic: The passage implies that the HER3-V855A mutation has pathogenic effects, suggesting a role in tumor development or progression, particularly in the context of its interaction with EGFR and response to growth factors.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    6. To assess the ability of HER3-V855A to form colonies we performed a methyl cellulose-based colony formation assay. As shown in Fig 3c & 3d, while NRG1beta treatment did not induce an increase in colony number between the

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 12

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses the ability of the HER3-V855A variant to alter colony size in response to treatment, indicating a change in molecular or biochemical function. Oncogenic: The variant HER3-V855A is implicated in colony formation, which suggests its role in tumor development or progression.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    7. To determine the transforming potential of HER3-V855A in the context of IL-3 -independent growth, Ba/F3 transfectants were grown in the absence or presence of IL-3, or HER cognate ligands (neuregulin1beta (NRG1beta) or t

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the transforming potential of the HER3-V855A variant in the context of IL-3-independent growth, indicating that this somatic variant contributes to tumor development or progression as evidenced by the growth response in Ba/F3 cells. Functional: The variant HER3-V855A alters the growth response of Ba/F3 cells when stimulated with NRG1beta, demonstrating a change in molecular function related to HER3/HER2 biological activity.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    8. HER3 has been described as a contributor to oncogenic transformation and tumorigenesis, particularly when combined with its HER2 dimerization partner. Therefore, we hypothesized that the HER3 kinase mutation may cause a

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 10

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the HER3-V855A variant in the context of oncogenic transformation and tumorigenesis, indicating that it may contribute to tumor development when co-expressed with HER2. Functional: The study investigates the functional impact of the HER3-V855A variant in a cellular model, focusing on its properties and effects on cell behavior in a controlled environment.

      Gene→Variant (gene-first): 324:V855A

      Genes: 324

      Variants: V855A

    9. To analyze the location and significance of the novel HER3-V855A mutation, we performed protein sequence alignment of exon 21 of the EGFR and HER3. Although, the amino acid at position 855 in HER3 is not conserved relati

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 8

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the V855A mutation may have a functional effect by altering protein kinase activity, as indicated by its position in a conserved sequence motif and its analysis through structural studies. Oncogenic: The mention of the BRAF-L597V mutation being classified as an intermediate kinase active variant that increases ERK activation suggests that the V855A mutation may contribute to tumor development or progression through its functional implications.

      Gene→Variant (gene-first): 673:L597V 1956:L858 1956:L858R 324:V855 324:V855A

      Genes: 673 1956 324

      Variants: L597V L858 L858R V855 V855A

    10. A single arm multicenter phase II clinical study initiated in 2006 (FIELT1 study; NCT00339586) was coordinated by our department to evaluate the safety and efficacy of first-line erlotinib in patients with advanced NSCLC

      [Paragraph-level] PMCID: PMC4823091 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Oncogenic, Predictive

      Justification: Oncogenic: The HER3-V855A mutation was detected in the tumor sample, indicating that it is a somatic variant contributing to tumor development or progression. Predictive: The passage discusses the treatment of patients with advanced NSCLC with erlotinib based on the presence of an EGFR mutation, suggesting a correlation between the mutation and response to therapy.

      Gene→Variant (gene-first): 2065:T-to-C 324:V855A 324:p. Val855Ala 324:valine (GTG) to alanine (GCG) at codon 855

      Genes: 2065 324

      Variants: T-to-C V855A p. Val855Ala valine (GTG) to alanine (GCG) at codon 855

    1. Thirty-two patients with BRAF V600E positive metastatic colorectal cancer (mCRC) and 7 patients with other cancers were enrolled. No dose-limiting toxicities were observed in escalation, with vemurafenib 960 mg twice dai

      [Paragraph-level] PMCID: PMC10011885 Section: ABSTRACT PassageIndex: 7

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the overall response rates and clinical benefit rates of patients with BRAF V600E positive metastatic colorectal cancer treated with vemurafenib and erlotinib, indicating a correlation with treatment response. Oncogenic: The mention of BRAF V600E in the context of metastatic colorectal cancer suggests that this somatic variant contributes to tumor development or progression.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    2. BRAF V600E mutant metastatic colorectal cancer represents a significant clinical problem, with combination approaches being developed clinically with oral BRAF inhibitors combined with EGFR-targeting antibodies. While co

      [Paragraph-level] PMCID: PMC10011885 Section: ABSTRACT PassageIndex: 3

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the use of BRAF V600E mutant colorectal cancer in the context of therapy, specifically mentioning the effectiveness of combination therapy with BRAF inhibitors and EGFR-targeting antibodies, indicating a correlation with treatment response. Oncogenic: The mention of BRAF V600E in the context of metastatic colorectal cancer suggests that this somatic variant contributes to tumor development or progression, as it is associated with a significant clinical problem in this cancer type.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. Whole exome sequencing identified a total of 15 somatic mutations, including nine missense mutations. Interestingly, we identified two activating mutations affecting FGFR1, including FGFR1 p.K656E (NM_023110.3:c.1966A>G)

      [Paragraph-level] PMCID: PMC8077124 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses somatic mutations, specifically p.K656E and p.V561M, which are described as activating mutations affecting FGFR1, indicating their contribution to tumor development or progression.

      Gene→Variant (gene-first): 2260:c.1681G>A 2260:c.1966A>G 2260:p.K656E 2260:p.V561M

      Genes: 2260

      Variants: c.1681G>A c.1966A>G p.K656E p.V561M

    2. Patient is an 18-month-old otherwise healthy boy who presented with acute onset nausea, vomiting, and gait instability, resulting in a fall on the day of presentation. On arrival to the ED, vital signs were notable for h

      [Paragraph-level] PMCID: PMC8077124 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Oncogenic

      Justification: Oncogenic: The passage discusses the tumor's pathology and mentions the IDH1 (p.R132H) variant as being negative in the tumor, indicating its role in tumor development or progression.

      Gene→Variant (gene-first): 3417:p.R132H 673:p.V600E

      Genes: 3417 673

      Variants: p.R132H p.V600E

    1. Comparisons of PFS and OS (univariate and multivariate) of patients with mutation variants to patients with non-mutated tumors revealed the KRAS exon 2 G12C-variant (n = 28) to correlate with inferior OS compared with no

      [Paragraph-level] PMCID: PMC4999563 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Prognostic, Oncogenic

      Justification: Prognostic: The passage discusses the correlation of KRAS exon 2 variants, specifically G12C and G13D, with overall survival (OS) and progression-free survival (PFS), indicating their impact on disease outcome independent of therapy. Oncogenic: The mention of KRAS exon 2 variants suggests their role in tumor development or progression, as they are associated with inferior survival outcomes in patients with mutated tumors compared to non-mutated tumors.

      Gene→Variant (gene-first): 3845:G12C 3845:G12D 3845:G12V 3845:G13D

      Genes: 3845

      Variants: G12C G12D G12V G13D

    2. Of 1239 analyzed tumors, in 664 tumors (53.6%), no mutation was detected, whereas 462 tumors harboring KRAS (37.3%) mutations and 39 NRAS (3.1%) mutations were found. Additionally, a total of 74 tumors (6.0%) were carryi

      [Paragraph-level] PMCID: PMC4999563 Section: RESULTS PassageIndex: 4

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage indicates that tumors carrying BRAF V600E mutations were identified, suggesting an association with the classification of the tumors. Oncogenic: The mention of BRAF V600E mutations in tumors implies a role in tumor development or progression, characteristic of oncogenic variants.

      Gene→Variant (gene-first): 673:V600E

      Genes: 673

      Variants: V600E

    1. A 68-year-old female with a past medical history of type 2 diabetes and minimal smoking was diagnosed with stage IV NSCLC. Next generation sequencing on tumor tissue demonstrated an ERBB2 exon 19 c.2262_2264delinsTCC, p.

      [Paragraph-level] PMCID: PMC10183391 Section: ABSTRACT PassageIndex: 4

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the patient's response to osimertinib treatment, indicating that the variant correlates with a therapeutic response. Oncogenic: The variant is described in the context of a tumor mutation in a patient with stage IV NSCLC, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 2064:c.2262_2264delinsTCC 2064:p.(L755P)

      Genes: 2064

      Variants: c.2262_2264delinsTCC p.(L755P)

    1. We describe a 57-year-old woman with resected stage IIIB pancreatic cancer who underwent several lines of conventional chemotherapy after multiple lymph node metastases. When the disease progressed again, the patient rec

      [Paragraph-level] PMCID: PMC7342819 Section: ABSTRACT PassageIndex: 4

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of a germline mutation (PALB2 c.3114-1G>A) and its association with the patient's diagnosis of pancreatic cancer, indicating its role in defining or confirming the disease. Oncogenic: The somatic mutation (PALB2 c.2514+1G>C) is mentioned in the context of molecular profiling, suggesting its contribution to tumor development or progression in the patient with pancreatic cancer.

      Gene→Variant (gene-first): 79728:c.2514+1G>C 79728:c.3114-1G>A

      Genes: 79728

      Variants: c.2514+1G>C c.3114-1G>A

    1. This analysis examined 45 single missense mutations detected in PCa with metastasis or high Gleason scores, and which extend along the entire length of the protein. Our sensitive assay system uncovered a previously unide

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 43

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how specific mutations (e.g., G142V, M523V, G524D, M537V) alter transactivational activity and regulatory element binding, indicating changes in molecular function. Oncogenic: The analysis of mutations in the context of prostate cancer (PCa) suggests that these variants contribute to tumor development or progression, particularly through their effects on transactivational activity related to cancer-related genes.

      Gene→Variant (gene-first): 2232:G142V 367:G524D 367:M523V 367:M537V 1387:M749I 10514:Q798E 10499:R629Q 10499:T575A

      Genes: 2232 367 1387 10514 10499

      Variants: G142V G524D M523V M537V M749I Q798E R629Q T575A

    2. Mutations with no apparent change of activity from WT may be able to drive cancer progression though several diverse routes. These include altered binding to co-repressors or co-regulators e.g. M886I, regulatory element-

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 41

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses how the M886I variant may drive cancer progression through altered binding and other mechanisms, indicating its role in tumor development. Functional: The passage mentions that the M886I variant may alter binding to co-repressors or co-regulators, which suggests a change in molecular function.

      Gene→Variant (gene-first): 9611:M886I

      Genes: 9611

      Variants: M886I

    3. The LBD mutations had a greater dependence on the regulatory elements, emphasizing the importance of interdomain communication for receptor function. While the major losses of function seen with M749I at 10 nM DHT were c

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 36

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the variants M749I, Q798E, and H874Y alter the molecular function of the androgen receptor, specifically in terms of their constitutive activity and loss of function in response to DHT. Oncogenic: The passage indicates that the mutations M749I, Q798E, and H874Y may contribute to prostate cancer development and progression, particularly through their effects on androgen receptor signaling and activity.

      Gene→Variant (gene-first): 367:H874Y 1387:M749I 10514:Q798E

      Genes: 367 1387 10514

      Variants: H874Y M749I Q798E

    4. Mutations within the DBD and hinge domains of the AR would be expected to have the greatest influence on regulating ARE binding and indeed, the profile for T575A in the first zinc finger of the DBD was markedly different

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 35

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the mutations T575A, R629Q, and I672T alter the molecular function of the androgen receptor (AR), affecting its binding and transactivation capabilities, indicating a change in biochemical activity. Oncogenic: The passage mentions that the mutation K630 to glutamine increases transactivational activity and promotes prostate cancer cell survival and growth, suggesting that this variant contributes to tumor development or progression.

      Gene→Variant (gene-first): 2908:I672 2908:I672T 10499:R629 10499:R629Q 10499:T575A

      Genes: 2908 10499

      Variants: I672 I672T R629 R629Q T575A

    5. The results for the AR NTD mutations investigated with PSA61Luc closely matched those for GRE2-TATA-Luc. AR mutation L57Q had loss of function at all concentrations of DHT with both reporters although they were less pron

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 34

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the variants L57Q, G142V, P390L, and P533S alter the function of the androgen receptor, indicating changes in activity in response to DHT, which aligns with evidence of altered molecular or biochemical function. Oncogenic: The variants are described in the context of their roles in tumor development or progression, particularly with references to gain or loss of function in the androgen receptor, which is relevant to cancer biology.

      Gene→Variant (gene-first): 2232:G142V 367:L57Q 367:P390L 367:P533S

      Genes: 2232 367

      Variants: G142V L57Q P390L P533S

    6. The LBD contained two mutations, D879G and Q919R, which fall within the grouping of loss to gain of function, although recovery to a modest 19% gain of function and WT levels respectively took place at only the highest c

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 30

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the mutations D879G, H874Y, Q919R, and T877A alter the molecular or biochemical function of the protein, specifically in terms of gain or loss of function and ligand binding activity. Oncogenic: The mention of the mutated AR being expressed in a commonly used prostate cancer cell line (LNCaP) suggests that these mutations may contribute to tumor development or progression.

      Gene→Variant (gene-first): 10499:D879G 367:H874Y 367:Q919R 367:T877A

      Genes: 10499 367

      Variants: D879G H874Y Q919R T877A

    7. Within the LBD, all but two loss of function mutations were clustered between residues 720 and 798. Of these, half had essentially no transactivational activity at physiological levels of DHT and comprise of L744F, A748V

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 28

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how specific mutations, including V757A and Q798E, show impaired binding to co-regulatory proteins and altered transactivational activity, indicating changes in molecular function. Oncogenic: The mention of loss of function mutations clustered in the ligand binding domain (LBD) and their association with reduced transactivational activity suggests a role in tumor development or progression, particularly in the context of antiandrogen treatment.

      Gene→Variant (gene-first): 367:A748V 367:A765T 9611:K720E 367:L744F 1387:M749 1387:M749I 9611:M886V 367:N756D 10514:Q798E 367:Q902R 367:R726L 367:S759P 10514:V757A 10514:V757I 367:Y763C

      Genes: 367 9611 1387 10514

      Variants: A748V A765T K720E L744F M749 M749I M886V N756D Q798E Q902R R726L S759P V757A V757I Y763C

    8. Mutations in the LBD have historically been considered as the most likely candidates for driving PCa, therefore, the finding that the majority of mutations under investigation had no change from WT or loss of function wa

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 27

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the M886I mutation alters the interaction of the androgen receptor (AR) with co-activators and co-repressors, affecting transactivation ability, which indicates a change in molecular function. Oncogenic: The passage implies that the M886I mutation could significantly alter activity in prostate cancer, suggesting a role in tumor development or progression.

      Gene→Variant (gene-first): 367:K910R 9611:M886 9611:M886I

      Genes: 367 9611

      Variants: K910R M886 M886I

    9. The only mutation to function like WT at low DHT and then gain function compared to WT upon DHT binding was P533S in the NTD. As with other groupings, mutations leading to constitutive transactivation activity were prese

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 23

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the mutations (including P533S, G142V, M523V, G524D, and M537V) alter the transactivation activity of the androgen receptor, indicating that these variants affect molecular function related to protein activity in response to DHT. Oncogenic: The passage implies that the mutations contribute to prostate cancer by leading to constitutive transactivation activity, which is a characteristic of oncogenic variants that drive tumor development.

      Gene→Variant (gene-first): 2232:G142V 367:G524D 367:M523V 367:M537V 367:P533S

      Genes: 2232 367

      Variants: G142V G524D M523V M537V P533S

    10. The novel class of mutation, namely loss of function at low levels or in the absence of DHT recovering to WT values or a gain of function upon binding of DHT was present in the NTD. Mutations P269S and S515G had WT level

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 22

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the variants P269S, P390L, P514S, and S515G alter transactivational activity in response to DHT, indicating a change in molecular function. Oncogenic: The mention of the variants impacting AR signaling suggests a role in tumor development or progression, as alterations in androgen receptor signaling are often associated with cancer.

      Gene→Variant (gene-first): 367:P269S 367:P390L 367:P514S 10514:S515G

      Genes: 367 10514

      Variants: P269S P390L P514S S515G

    11. Interestingly, there was exiguous rescue at the highest concentration of DHT with D221H, P504L and D528G, while P340L manifested a striking dose-dependent recovery. The S296R mutation has been shown to have altered inter

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 21

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the S296R mutation alters interaction with the co-repressor N-CoR, causing reduced transactivational activity, and how the P340L mutation affects binding with TFIIF, indicating changes in molecular function. Oncogenic: The passage describes how the P340L mutation can drive prostate cancer progression through reduced growth suppression, indicating its role in tumor development.

      Gene→Variant (gene-first): 207:D221H 367:D528G 367:E198G 367:P269S 2232:P340L 9611:P504L 367:S296R 367:S334P

      Genes: 207 367 2232 9611

      Variants: D221H D528G E198G P269S P340L P504L S296R S334P

    12. The predominant type of mutation i.e. loss of function, was well represented in the NTD. Mutations L57Q, E198G, D221H, A234T, S296R; S334P, P340L, P504L and D528G all displayed loss of function with E198G showing the gre

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 20

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the mutations L57Q, E198G, D221H, A234T, S296R, S334P, P340L, P504L, and D528G result in loss of function, indicating that these variants alter molecular or biochemical function. Oncogenic: The mention of mutations leading to loss of function and their association with transactivational ability suggests a role in tumor development or progression, particularly in the context of the mutations being present in AIS (androgens insensitivity syndrome).

      Gene→Variant (gene-first): 1387:A234T 207:D221H 367:D528G 367:E198G 367:L57Q 2232:P340L 9611:P504L 367:S296R 367:S334P

      Genes: 1387 207 367 2232 9611

      Variants: A234T D221H D528G E198G L57Q P340L P504L S296R S334P

    13. All five classes of mutation were represented within the NTD. Of the five mutations in AR classified as having no change from WT, G166S showed the least variance from the unmutated receptor. The mutation M537R also had m

      [Paragraph-level] PMCID: PMC3293822 Section: RESULTS PassageIndex: 19

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage indicates that the mutation M537R shows a 23% gain of function at a specific concentration of DHT, suggesting an alteration in molecular or biochemical function. Oncogenic: The mention of gain of function in a low androgen environment implies that the variant may contribute to tumor development or progression, characteristic of oncogenic behavior.

      Gene→Variant (gene-first): 367:G166S 367:M537R

      Genes: 367

      Variants: G166S M537R

    1. To further investigate this we solved the structure of BCL-2 G101V bound to S55746 (Table 1). We obtained diffraction to 2.0 A in a P 21 spacegroup with two molecules in the asymmetric unit. The BCL-2 G101V:S55746 struct

      [Paragraph-level] PMCID: PMC6547681 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the G101V variant alters the binding affinity of the BCL-2 protein to the drug S55746, indicating a change in molecular function related to drug interaction. Oncogenic: The G101V variant is implicated in the context of tumor development as it affects the binding of a therapeutic agent, suggesting its role in cancer progression.

      Gene→Variant (gene-first): 596:E152 596:E152A 596:G101V 596:V101

      Genes: 596

      Variants: E152 E152A G101V V101

    1. Multiple jejunalgastrointestinal stromal tumors (GISTs) were found in a 52-year-old woman with a history of neurofibromatosis type 1. These tumors were composed of interlacing fascicles of uniform spindle cells with eosi

      [Paragraph-level] PMCID: PMC3219854 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Oncogenic, Diagnostic

      Justification: Oncogenic: The passage describes a missense point mutation (Trp557Gly) identified in the KIT gene associated with neurofibromatosis type 1-related gastrointestinal stromal tumors (GISTs), indicating its contribution to tumor development. Diagnostic: The variant Trp557Gly is mentioned in the context of identifying and characterizing the tumors associated with neurofibromatosis type 1, suggesting its role in defining the disease subtype.

      Gene→Variant (gene-first): 3815:Trp557Gly

      Genes: 3815

      Variants: Trp557Gly

    1. Fibroblast and lymphocyte DNA from the proband with ALL and parents in Kindred 2 were analyzed by clinical whole exome sequencing (Ambry Genetics, Aliso Viejo, CA, USA). The proband and his mother harbored a heterozygous

      [Paragraph-level] PMCID: PMC4477877 Section: RESULTS PassageIndex: 6

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the identification of a heterozygous deletion in ETV6 that is associated with the diagnosis of acute lymphoblastic leukemia (ALL) in the proband, indicating its role in defining the disease. Oncogenic: The variant N385fs is described as leading to a truncation of the ETV6 protein, which is implicated in tumor development, specifically in the context of acute lymphoblastic leukemia (ALL).

      Gene→Variant (gene-first): 2120:N385fs 2120:c.1153-5_1153_1delAACAG

      Genes: 2120

      Variants: N385fs c.1153-5_1153_1delAACAG

    2. DNA from 16 individuals in Kindred 1 (9 individuals with thrombocytopenia and/or ALL and 7 unaffected individuals) was subjected to Sanger sequencing for all exons of a targeted panel of leukemia-associated genes (Method

      [Paragraph-level] PMCID: PMC4477877 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Diagnostic, Predisposing, Oncogenic

      Justification: Diagnostic: The variant 415 T>C is associated with thrombocytopenia and leukemia, as it was identified in all affected family members and absent in unaffected individuals, indicating its role in defining the disease. Predisposing: The passage describes the variant as being present in affected individuals and absent in unaffected individuals, suggesting it confers inherited risk for developing the disease, although it does not explicitly state that it is germline. Oncogenic: The variant is described in the context of leukemia, indicating its potential role in tumor development or progression, particularly as it is a missense mutation in a gene associated with leukemia.

      Gene→Variant (gene-first): 10320:415 T>C 2120:L349P 2120:c. T1046C 2120:proline for leucine at codon 349

      Genes: 10320 2120

      Variants: 415 T>C L349P c. T1046C proline for leucine at codon 349

    1. In 2017, the third-generation EGFR inhibitor osimertinib was approved for use in patients who developed the EGFR T790M mutation as a mechanism of resistance. In this year, of the 254 patients who received an EGFR inhibit

      [Paragraph-level] PMCID: PMC8307492 Section: RESULTS PassageIndex: 18

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The passage discusses the T790M mutation as a mechanism of resistance to the EGFR inhibitor osimertinib, indicating its correlation with treatment response. Oncogenic: The T790M mutation is described as contributing to resistance in patients treated with EGFR inhibitors, suggesting its role in tumor progression.

      Gene→Variant (gene-first): 1956:G719S 1956:L858R 1956:L861Q 1956:T790M

      Genes: 1956

      Variants: G719S L858R L861Q T790M

    2. Of the 7908 patients tested for EGFR mutations at initial diagnosis, one or more mutations were reported in 11.7% of all cases (95% CI, 11.0-12.4%; n = 925) (Table 2). Female patients were more likely to harbor EGFR muta

      [Paragraph-level] PMCID: PMC8307492 Section: RESULTS PassageIndex: 9

      Evidence Type(s): Diagnostic, Oncogenic

      Justification: Diagnostic: The passage discusses the prevalence of EGFR mutations, including L858R and L861X, in patients at initial diagnosis, indicating their association with the disease and their use in defining the mutation status of patients. Oncogenic: The variants L858R and L861X are described as actionable mutations within the context of EGFR, suggesting their role in tumor development or progression.

      Gene→Variant (gene-first): 1956:L858R 1956:L861X

      Genes: 1956

      Variants: L858R L861X

    1. The biophysical characterisation of the VMOS RAS variants showed two opposing effects. VMOS RAS variants appeared insensitive to the action of GEFs with a consequently decrease of signalling capability. On the other hand

      [Paragraph-level] PMCID: PMC6547725 Section: RESULTS PassageIndex: 25

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the HRAS p.G12V variant alters the signaling capability by affecting GTP hydrolysis and inducing phosphorylation of ERK and AKT, indicating a change in molecular function. Oncogenic: The HRAS p.G12V variant is implicated in inducing signaling pathways that are associated with tumor development, as evidenced by the increased levels of phosphorylated ERK and AKT in the transfected cells.

      Gene→Variant (gene-first): 3845:p.G12V

      Genes: 3845

      Variants: p.G12V

    2. To analyse the effect of the VMOS RAS variants on GAP catalysed GTP hydrolysis, G-proteins were incubated in the presence of various concentration of RAS-GAP. GTP and GDP content was analysed after termination of the rea

      [Paragraph-level] PMCID: PMC6547725 Section: RESULTS PassageIndex: 22

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses the classical oncogenic variant KRAS p.G12V in the context of its effect on GTP hydrolysis, indicating its role in tumor development or progression. Functional: The passage describes how the variant KRAS p.G12V affects the biochemical function of GTP hydrolysis, demonstrating its impact on molecular activity in the presence of RAS-GAP.

      Gene→Variant (gene-first): 3845:p.G12V

      Genes: 3845

      Variants: p.G12V

    3. GTP hydrolysis was followed over time by terminating the reactions at different points in time, and GDP and GTP contents analysis by HPLC. The intrinsic GTP hydrolysis rates of VMOS RAS variants were reduced by a factor

      [Paragraph-level] PMCID: PMC6547725 Section: RESULTS PassageIndex: 21

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how the p.G12V variant alters the intrinsic GTP hydrolysis rates, indicating a change in molecular function related to protein activity. Oncogenic: The p.G12V variant is described as a classical oncogenic variant, suggesting its role in tumor development or progression.

      Gene→Variant (gene-first): 3845:p.G12V

      Genes: 3845

      Variants: p.G12V

    4. The interaction of G-protein and the nucleotide is stabilised in the ternary complex with the effector and in consequence the rate of nucleotide dissociation is reduced. This effect was used to analyse the interaction of

      [Paragraph-level] PMCID: PMC6547725 Section: RESULTS PassageIndex: 18

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: KRAS p.G12V is described as a classical oncogenic variant, indicating its contribution to tumor development or progression. Functional: The passage discusses how KRAS p.G12V alters the intrinsic dissociation rate of mGppNHp compared to wild type, indicating a change in molecular function.

      Gene→Variant (gene-first): 3845:p.G12V

      Genes: 3845

      Variants: p.G12V

    5. The clinical context indicated that VMOS RAS variants cause enhanced RAS signalling, but the outcome of the in silico analysis is not unambiguously supporting this expectation. In fact, it strongly suggested deficiencies

      [Paragraph-level] PMCID: PMC6547725 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses the impact of the p.Q61L variant on nucleotide exchange, effector binding, and GTP hydrolysis, indicating that it alters molecular or biochemical function. Oncogenic: The p.Q61L variant is described as a classic pathogenic missense mutation, suggesting its contribution to tumor development or progression.

      Gene→Variant (gene-first): 4893:p.Q61L

      Genes: 4893

      Variants: p.Q61L

    6. Sensitive NGS based screening of frequently mutated positions in a panel of multiple genes were applied in 299 cases. In 108 cases, putative causative variants were identified, of which in 15 cases RAS genes were affecte

      [Paragraph-level] PMCID: PMC6547725 Section: RESULTS PassageIndex: 5

      Evidence Type(s): Oncogenic, Functional

      Justification: Oncogenic: The passage discusses mutations in RAS genes, including p.G12A, p.G13H, and p.Q22K, which are described as classical oncogenic mutations that affect tumor development and progression. Functional: The passage indicates that the p.Q22K mutation is associated with increased GTP loading, suggesting that it alters molecular function related to protein activity.

      Gene→Variant (gene-first): 3845:p.G12A 3845:p.G13H 3845:p.Q22K

      Genes: 3845

      Variants: p.G12A p.G13H p.Q22K

    1. Oncogenic mutations in the serine/threonine kinase B-RAF are found in 50-70% of malignant melanomas. Pre-clinical studies have demonstrated that the B-RAFV600E mutation predicts a dependency on the mitogen activated prot

      [Paragraph-level] PMCID: PMC3058384 Section: ABSTRACT PassageIndex: 1

      Evidence Type(s): Predictive, Oncogenic

      Justification: Predictive: The B-RAFV600E mutation predicts a dependency on the MAPK signaling cascade in melanoma, and this is validated by the success of RAF and MEK inhibitors in clinical trials, indicating a correlation with treatment response. Oncogenic: The passage discusses oncogenic mutations in B-RAF, specifically the B-RAFV600E mutation, which is implicated in tumor development and progression in malignant melanomas.

      Gene→Variant (gene-first): 673:B-RAFV600E 673:serine/threonine

      Genes: 673

      Variants: B-RAFV600E serine/threonine

    1. Structural details can provide mechanistic insight into variant effects on protein function. However, the structure of the RAD51C protein had not been experimentally determined at the time of this study. Initially, a hom

      [Paragraph-level] PMCID: PMC10390864 Section: RESULTS PassageIndex: 15

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how several variants, including K131, R168G, G130R, and others, alter the molecular function of RAD51C by disrupting the ATP-binding site and influencing RAD51C activity, as demonstrated in HDR assays. Oncogenic: The passage indicates that the variants are deleterious and influence RAD51C function, which is relevant to tumor development or progression, particularly in the context of HDR assays.

      Gene→Variant (gene-first): 5889:16 A 5889:C135Y 5889:E94K 5889:G130R 5889:G302V 5889:K131 5889:L138F 5889:P21S 5889:Q133E 5889:R168 5889:R168G 5889:R312 5889:R312W 5889:T132I 5889:T132R 5892:T86I 5889:V140E 5889:p.Cys135Tyr 5889:p.Thr132Ile 5889:p.Val140Glu

      Genes: 5889 5892

      Variants: 16 A C135Y E94K G130R G302V K131 L138F P21S Q133E R168 R168G R312 R312W T132I T132R T86I V140E p.Cys135Tyr p.Thr132Ile p.Val140Glu

    2. RAD51C forms the BCDX2 and CX3 complexes that are involved in RAD51 recruitment to sites of DNA damage. To evaluate the influence of RAD51C variants on the integrity of these intrinsic complexes, coimmunoprecipitation of

      [Paragraph-level] PMCID: PMC10390864 Section: RESULTS PassageIndex: 13

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how various RAD51C variants affect the ability to form protein complexes involved in DNA damage repair, indicating that these variants alter molecular function. Oncogenic: The mention of deleterious variants that lose the ability to form complexes suggests a role in tumor development or progression, as these variants are associated with impaired DNA repair mechanisms.

      Gene→Variant (gene-first): 5889:A126T 5889:D109Y 5889:D159N 5889:G162E 5889:G302V 5889:L138F 5889:L27P 5889:Q133E 5889:R258H 5889:S163R 5889:T336P 5892:T86I 5889:p.Gly162Glu 5889:p.Ser163Arg 5889:p.Thr336Pro 5892:p.Thr86Ile

      Genes: 5889 5892

      Variants: A126T D109Y D159N G162E G302V L138F L27P Q133E R258H S163R T336P T86I p.Gly162Glu p.Ser163Arg p.Thr336Pro p.Thr86Ile

    3. Because RAD51C participates in DNA damage signaling by regulating cell cycle progression, colony formation assays were performed to evaluate the influence of RAD51C variants on cell proliferation. U2OS RAD51C-/- landing

      [Paragraph-level] PMCID: PMC10390864 Section: RESULTS PassageIndex: 11

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses how RAD51C variants alter cell proliferation and the formation of RAD51 foci in response to ionizing radiation, indicating changes in molecular function related to DNA damage signaling and repair. Oncogenic: The variants are implicated in a proliferation defect and disruption of homologous recombination (HR) repair, suggesting their role in tumor development or progression.

      Gene→Variant (gene-first): 5889:G130R 5889:G302V 5889:K131I 5889:L138F 5889:Q133E 5889:R168G 5889:T132R

      Genes: 5889

      Variants: G130R G302V K131I L138F Q133E R168G T132R

    4. A cell-based DR-GFP HDR colorimetric reporter assay was used to assess the influence of 173 missense mutations on RAD51C HR DNA repair activity (Supplementary Table S1). RAD51C deficient CL-V4B cells were reconstituted w

      [Paragraph-level] PMCID: PMC10390864 Section: RESULTS PassageIndex: 3

      Evidence Type(s): Functional, Oncogenic

      Justification: Functional: The passage discusses the influence of missense mutations on RAD51C HR DNA repair activity, indicating that the variants alter molecular function as assessed by HDR activity in a cell-based assay. Oncogenic: The mention of deleterious variants categorized based on their impact on HDR activity suggests that these somatic variants contribute to tumor development or progression through their effects on DNA repair mechanisms.

      Gene→Variant (gene-first): 5889:A126T 5889:C135Y 5889:D159N 5889:G125V 5889:G153D 5889:G264S 5889:G264V 5889:G3R 5889:L138F 5889:L219S 5889:Q143R 5889:R214C 5889:R258H 5889:R312W 5889:R366Q 5889:T287A 5889:V169A 5889:p.Arg214Cys 5889:p.Arg258His 5889:p.Arg312Trp 5889:p.Arg366Gln 5889:p.Asp159Asn 5889:p.Gln143Arg 5889:p.Gly125Val 5889:p.Gly153Asp 5889:p.Gly264Ser 5889:p.Gly264Val 5889:p.Gly3Arg 5889:p.Leu219Ser 5889:p.Thr287Ala 5889:p.Val169Ala

      Genes: 5889

      Variants: A126T C135Y D159N G125V G153D G264S G264V G3R L138F L219S Q143R R214C R258H R312W R366Q T287A V169A p.Arg214Cys p.Arg258His p.Arg312Trp p.Arg366Gln p.Asp159Asn p.Gln143Arg p.Gly125Val p.Gly153Asp p.Gly264Ser p.Gly264Val p.Gly3Arg p.Leu219Ser p.Thr287Ala p.Val169Ala