[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 15

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the K652E, S249C, and Y375C variants of FGFR3 alter phosphorylation levels and dimerization behavior, indicating changes in molecular function. Oncogenic: The variants are described in the context of their constitutive activation and behavior in urothelial cells, suggesting their role in tumor development or progression.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 13

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the expression of proteins involved in cell survival and suggests that the K652E variant may alter the viability of cells, indicating a change in molecular function. Oncogenic: The context implies that the K652E variant contributes to tumor behavior by affecting cell viability, which is a characteristic of oncogenic variants.

Gene→Variant (gene-first): 2261:K652E

Genes: 2261

Variants: K652E

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 12

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the variants S249C, Y375C, and K652E FGFR3 alter the expression and phosphorylation of cell cycle-related proteins, indicating a change in molecular function.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 10

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the viability of cells expressing specific variants (S249C and Y375C) compared to controls, indicating that these variants alter the molecular or biochemical function of FGFR3, affecting cell viability. Oncogenic: The evidence suggests that the variants S249C and Y375C contribute to tumor development or progression by enhancing cell viability, which is a characteristic of oncogenic behavior.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 9

Evidence Type(s): Functional

Justification: Functional: The mention of K652E and Y375C variants also suggests alterations in cell cycle profiles, indicating a change in molecular function related to cell cycle dynamics.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 6

Evidence Type(s): Diagnostic, Functional

Justification: Diagnostic: The passage discusses the relative frequencies of the mutations K652E, S249C, and Y375C in bladder tumors, indicating an association with the disease. Functional: The passage mentions the phenotypic effects of the variants, suggesting that they alter the behavior of cells expressing these mutations compared to controls.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the expression of mutant FGFR3 variants S249C and Y375C alters the saturation density and morphology of normal urothelial cells, indicating a change in molecular or biochemical function. Oncogenic: The expression of the mutant FGFR3 variants is associated with changes in cell behavior, such as increased saturation density and altered morphology, which suggests a contribution to tumor development or progression.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC2789045 Section: RESULTS PassageIndex: 3

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the ability of the FGFR3 mutations (S249C, Y375C, and K652E) to transform NIH-3T3 cells, indicating that these somatic variants contribute to tumor development or progression. Functional: The passage describes how the FGFR3 mutations alter molecular function, specifically through increased phosphorylation of various proteins and changes in cell morphology and proliferation, demonstrating their biochemical activity.

Gene→Variant (gene-first): 2261:K652E 2261:S249C 2261:Y375C

Genes: 2261

Variants: K652E S249C Y375C

[Paragraph-level] PMCID: PMC9468105 Section: RESULTS PassageIndex: 14

Evidence Type(s): Diagnostic, Prognostic

Justification: Diagnostic: The passage discusses the association of the BRAF p.V600E mutation with pleomorphic xanthoastrocytoma, indicating its role in defining or classifying this specific tumor type. Prognostic: The Kaplan-Meier survival analysis mentioned in the passage indicates that patients with NF1-associated gliomas have inferior outcomes, suggesting a correlation between the presence of certain mutations and disease prognosis.

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

Genes: 673

Variants: p.V600E

[Paragraph-level] PMCID: PMC9468105 Section: RESULTS PassageIndex: 4

Evidence Type(s): Predisposing, Oncogenic

Justification: Predisposing: The passage describes a germline mutation (p.R1276*) associated with an autosomal dominant tumor predisposition syndrome, indicating inherited risk for developing gliomas. Oncogenic: The passage discusses the somatic inactivation of the remaining wild-type NF1 allele, which contributes to tumor development in gliomas, indicating that the variant plays a role in oncogenesis.

Gene→Variant (gene-first): 4763:c.4110 + 2 T > G 4763:p.R1276*

Genes: 4763

Variants: c.4110 + 2 T > G p.R1276*

[Paragraph-level] PMCID: PMC7068240 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage discusses the association of high miR-31 expression with poorer mortality and shorter median survival time in patients with advanced colorectal cancer, indicating a prognostic relationship. Diagnostic: The study evaluates the potential of miRNAs as biomarkers for colorectal cancer, suggesting that the presence of the BRAF V600E mutation can be used to classify tumors based on miR-31 expression levels.

Gene→Variant (gene-first): 673:V600E 673:serine/threonine

Genes: 673

Variants: V600E serine/threonine

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 24

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the acquisition of the SF3B1 R625C, K700E, and SETBP1 E862K mutations during disease evolution, indicating their role in tumor development and progression in the context of MDS-EB transforming to AML. Functional: The mention of the SF3B1 mutations leading to changes in bone marrow morphology, such as the appearance of ring sideroblasts, suggests that these variants alter molecular or biochemical function related to the disease.

Gene→Variant (gene-first): 26040:E862K 23451:K700E 23451:R625C

Genes: 26040 23451

Variants: E862K K700E R625C

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 21

Evidence Type(s): Prognostic

Justification: Prognostic: The passage discusses the absence of the SF3B1 K700E mutation as an independent predictor of worse overall survival (OS), indicating a correlation between the variant and disease outcome.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 20

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage indicates that K700E SF3B1mut MDS showed a trend for longer overall survival (OS) compared to non-K700E SF3B1mut MDS, suggesting a correlation with disease outcome independent of therapy. Diagnostic: The passage discusses the classification of K700E SF3B1mut MDS in relation to the proposed 2020 IWG-PM criteria, indicating its use in defining or classifying a disease subtype.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 19

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage indicates that K700E SF3B1mut MDS is associated with significantly better overall survival (OS) compared to SF3B1wt MDS, suggesting a correlation with disease outcome independent of therapy. Diagnostic: The mention of K700E in the context of classifying MDS subtypes (e.g., comparing K700E SF3B1mut MDS to non-K700E SF3B1mut MDS) supports its role in defining or classifying a disease or subtype.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 18

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage discusses the overall survival (OS) rates of K700E SF3B1mut MDS patients compared to non-K700E patients, indicating a correlation with disease outcome independent of therapy. Diagnostic: The mention of K700E SF3B1mut MDS patients in relation to non-K700E patients suggests a classification or association with a specific disease subtype.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 17

Evidence Type(s): Prognostic

Justification: Prognostic: The passage discusses overall survival (OS) in relation to the K700E variant, indicating that it correlates with disease outcome independent of therapy.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 16

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage discusses the overall survival (OS) outcomes of K700E SF3B1mut MDS patients compared to SF3B1wt patients, indicating that the K700E variant correlates with better disease outcomes independent of therapy. Diagnostic: The K700E variant is used to classify and differentiate between SF3B1mut and SF3B1wt MDS patients, indicating its role in defining disease subtypes.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 14

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the impact of the SF3B1 K700E variant on alternative splicing events, indicating that it alters molecular function related to splicing and gene expression. Oncogenic: The SF3B1 K700E variant is associated with mutated myelodysplastic syndromes (MDS), suggesting its role in tumor development or progression.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 13

Evidence Type(s): Functional

Justification: Functional: The passage discusses splicing analysis related to the K700E variant, indicating an alteration in molecular function.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 12

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the classification of patients based on the presence of the K700E variant, indicating its association with lower CCSS scores, which suggests a role in defining or classifying a disease subtype. Oncogenic: The mention of the K700E variant in the context of patients with MDS (myelodysplastic syndromes) implies its contribution to tumor development or progression, as it is associated with specific cytogenetic aberrations.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 11

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 10

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the clinico-pathologic features of MDS patients with K700E mutations, indicating that these mutations are associated with specific disease characteristics and classifications, such as higher percentages of ring sideroblasts and differences in IPSS-R categories. Oncogenic: The K700E mutation in SF3B1 is implicated in the classification of MDS patients and is associated with specific tumor characteristics, suggesting its role in tumor development or progression.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 9

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 8

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the frequency of specific mutations, including K666, K700E, and R625, in patients with MDS, indicating their association with the disease and their role in defining the mutational landscape. Oncogenic: The mention of SF3B1 mutations, including K700E, K666, and R625, as frequent mutations in patients with MDS suggests that these somatic variants contribute to tumor development or progression in this context.

Gene→Variant (gene-first): 23451:K666 23451:K700E 23451:R625

Genes: 23451

Variants: K666 K700E R625

[Paragraph-level] PMCID: PMC10015977 Section: RESULTS PassageIndex: 7

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the mutational landscape of SF3B1 mutations, specifically mentioning the K700E subtype, which indicates its role in classifying or defining a disease subtype. Oncogenic: The mention of K700E in the context of SF3B1 mutations suggests its contribution to tumor development or progression, as it is associated with a specific subtype of myelodysplastic syndromes (MDS).

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: ABSTRACT PassageIndex: 12

Evidence Type(s): Diagnostic, Prognostic

Justification: Diagnostic: The passage discusses how MDS with SF3B1 K700E mutations can be used to refine sub-classification and risk assessment criteria, indicating its role in defining or classifying a disease subtype. Prognostic: The passage states that MDS with SF3B1 K700E mutations is regarded to have a favorable prognosis, which correlates with disease outcome independent of therapy.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: ABSTRACT PassageIndex: 10

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage indicates that SF3B1 K700E mutated MDS shows significantly better overall survival (OS) compared to non-K700E mutations, suggesting a correlation with disease outcome. Diagnostic: The mention of distinct clinicopathological and genomic characteristics associated with K700E and non-K700E SF3B1 mutations implies that the mutation type is used for risk-assessment and classification of MDS.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Diagnostic, Prognostic, Oncogenic

Justification: Diagnostic: The passage discusses the association of K700E and non-K700E mutations with specific patient characteristics and outcomes, indicating their role in classifying patients with MDS. Prognostic: The passage reports on overall survival outcomes associated with SF3B1 mutations, including K700E, indicating that these variants correlate with disease prognosis independent of therapy. Oncogenic: The mention of mutations such as K700E contributing to the classification of MDS and their association with specific patient outcomes suggests a role in tumor development or progression.

Gene→Variant (gene-first): 23451:K666 23451:K700 23451:K700E 23451:R625

Genes: 23451

Variants: K666 K700 K700E R625

[Paragraph-level] PMCID: PMC10015977 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the analysis of clinical-pathologic features and outcomes in MDS patients, specifically exploring differences between K700E and non-K700E variants, indicating a potential role in classification or association with disease characteristics. Oncogenic: The mention of analyzing the clinical-pathologic features of SF3B1mut patients, including K700E, suggests that this variant may contribute to tumor development or progression in the context of MDS.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC10015977 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage states that SF3B1 mutations, including K700E, have a favorable prognosis in myelodysplastic syndromes, indicating a correlation with disease outcome. Diagnostic: The mention of SF3B1 mutations in the context of myelodysplastic syndromes suggests that these mutations, including K700E, are used to classify or define the disease.

Gene→Variant (gene-first): 23451:K700E

Genes: 23451

Variants: K700E

[Paragraph-level] PMCID: PMC3141770 Section: RESULTS PassageIndex: 6

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the H1047R mutation is associated with PTEN loss in patients, suggesting that it contributes to tumor development or progression.

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

Genes: 5290

Variants: H1047R

[Paragraph-level] PMCID: PMC3141770 Section: RESULTS PassageIndex: 5

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the incidence of PIK3CA mutations and their occurrence in specific samples, indicating their association with the disease. Oncogenic: The mention of PIK3CA mutations, including E542K and H1047R, suggests their role in tumor development, as they are described as mutations found in tumor samples.

Gene→Variant (gene-first): 5290:E542K 5290:H1047R 5728:T1052A

Genes: 5290 5728

Variants: E542K H1047R T1052A

[Paragraph-level] PMCID: PMC5652823 Section: ABSTRACT PassageIndex: 7

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage indicates that patients with the EGFR-T790M mutation responded to the 3rd-generation EGFR-TKI osimertinib, suggesting a correlation between the variant and treatment response. Diagnostic: The EGFR-T790M mutation is mentioned as being revealed in re-biopsies at progression, indicating its role in defining or confirming the presence of a specific disease state in patients treated with EGFR-TKIs.

Gene→Variant (gene-first): 1956:T790M

Genes: 1956

Variants: T790M

[Paragraph-level] PMCID: PMC5122709 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage discusses the effectiveness of BRAF inhibitors in patients with metastatic melanoma harboring BRAF V600 mutations, indicating a correlation with treatment response. Diagnostic: The BRAF V600 mutation is used to define and classify patients with metastatic melanoma, as all patients in the study had BRAFV600E mutations.

Gene→Variant (gene-first): 673:V600

Genes: 673

Variants: V600

[Paragraph-level] PMCID: PMC1952070 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage discusses mutations, including the L858R point mutation, in the context of their correlation with response to treatment, indicating a predictive relationship. Diagnostic: The mention of the L858R mutation as part of a group of mutations previously correlated with response suggests its role in defining or classifying a disease subtype.

Gene→Variant (gene-first): 1956:L858R

Genes: 1956

Variants: L858R

[Paragraph-level] PMCID: PMC3542862 Section: RESULTS PassageIndex: 7

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how mutations at amino acids p.Glu542 and p.His1047 increase intracellular AKT phosphorylation, indicating an alteration in molecular function related to AKT activation. Oncogenic: The mention of increased AKT phosphorylation due to the H1047R mutation suggests that this somatic variant contributes to tumor development or progression by promoting cellular processes such as survival and proliferation.

Gene→Variant (gene-first): 5290:H1047R 5290:p.Glu542 5290:p.His1047

Genes: 5290

Variants: H1047R p.Glu542 p.His1047

[Paragraph-level] PMCID: PMC3542862 Section: RESULTS PassageIndex: 6

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses somatic mutations in the PIK3CA gene, specifically mentioning that the E542K, H1047R, and H1047L mutations are known gain-of-function mutations frequently mutated in cancer, indicating their contribution to tumor development or progression. Functional: The passage notes that the mutations E542K and H1047 (both H1047R and H1047L) are located in the helical and kinase domains of the PI3K protein, which are known hotspots for somatic gain-of-function mutations, suggesting that these variants alter the molecular function of the protein.

Gene→Variant (gene-first): 5290:E542K 5290:H1047L 5290:H1047R 5163:R115P 5290:p.Glu542 5290:p.His1047

Genes: 5290 5163

Variants: E542K H1047L H1047R R115P p.Glu542 p.His1047

[Paragraph-level] PMCID: PMC3542862 Section: RESULTS PassageIndex: 5

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The R115P mutation in PIK3CA is suggested as a likely candidate for macrodactyly, indicating its association with a specific disease. Oncogenic: The R115L mutation is annotated in a database of somatic mutations in cancer, suggesting its contribution to tumor development or progression.

Gene→Variant (gene-first): 5290:R115L 5163:R115P 5290:p.Arg115

Genes: 5290 5163

Variants: R115L R115P p.Arg115

[Paragraph-level] PMCID: PMC3542862 Section: RESULTS PassageIndex: 4

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the presence of the R115P mutation in PIK3CA in lesional tissue but not in blood, indicating its potential role in defining or confirming a disease state. Oncogenic: The R115P mutation in PIK3CA is described as potentially deleterious and is present in lesional tissue, suggesting it contributes to tumor development or progression.

Gene→Variant (gene-first): 91544:C392G 5163:R115P

Genes: 91544 5163

Variants: C392G R115P

[Paragraph-level] PMCID: PMC2837563 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses K-Ras mutations identified in tumors, indicating that these variants contribute to tumor development or progression, particularly with reference to their phenotypes in the context of cancer. Functional: The passage describes the phenotypic effects of the K-Ras mutations, suggesting that they alter molecular or biochemical function, as evidenced by the comparison of their phenotypes to hotspot mutations and wild-type K-Ras.

Gene→Variant (gene-first): 3845:Ala146Thr 3845:Arg164Gln 3845:Leu19Phe 3845:Lys117Asn

Genes: 3845

Variants: Ala146Thr Arg164Gln Leu19Phe Lys117Asn

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 20

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how specific amino acid substitutions at G12, G13, and Q61 alter biochemical properties and mechanisms across RAS proteins, indicating a change in molecular function related to GTP hydrolysis and downstream signaling. Oncogenic: The mention of hotspot variants and their clustering patterns suggests that these somatic variants contribute to tumor development or progression, particularly in the context of their distinct biochemical properties and disease incidence.

Gene→Variant (gene-first): 3845:G12 3845:G13 3845:Q61

Genes: 3845

Variants: G12 G13 Q61

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 19

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how different KRAS mutations, including G12C/D and G12D, affect downstream activity and enzyme function, as demonstrated by Western blot analyses measuring pERK levels. Oncogenic: The mention of KRAS hotspot variants and their distinct effects on downstream signaling suggests that these somatic mutations contribute to tumor development or progression.

Gene→Variant (gene-first): 3845:G12 3845:G12C 3845:G12C/D 3845:G12D 3845:G13 3845:Q61

Genes: 3845

Variants: G12 G12C G12C/D G12D G13 Q61

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 16

Evidence Type(s): Functional, Predictive

Justification: Functional: The passage discusses how specific amino acid substitutions affect RAF affinity, indicating that these variants alter molecular function related to protein interactions. Predictive: The passage predicts changes in RAF affinity for various variants, suggesting a correlation with potential therapeutic responses or resistance based on their affinity levels.

Gene→Variant (gene-first): 3265:A146V 673:A18D 3265:A59T 3845:G12 3845:G12S 3845:G13C 3265:G13V 3845:K117N 3845:L19F 3845:Q22K 3845:Q61H 3845:Q61P 4893:Q61R 3845:R164Q 22882:T74P

Genes: 3265 673 3845 4893 22882

Variants: A146V A18D A59T G12 G12S G13C G13V K117N L19F Q22K Q61H Q61P Q61R R164Q T74P

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 15

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the KRAS variants alter RAF affinity, indicating that these variants affect molecular function, specifically in relation to protein interactions and binding properties. Oncogenic: The context of the variants being associated with RAF affinity suggests a role in tumor development or progression, as RAF is a key component in signaling pathways that drive cancer.

Gene→Variant (gene-first): 3845:A146T 3265:A146V 673:A18D 3265:A59T 3845:G12C 3845:G12C/D 3845:G12R 3845:G13C/D 3265:G13V 3845:K117N 3845:L19F 3845:Q22K 3845:Q61H/L 3845:Q61P 4893:Q61R 3845:R164Q 22882:T74P 22882:V/A

Genes: 3845 3265 673 4893 22882

Variants: A146T A146V A18D A59T G12C G12C/D G12R G13C/D G13V K117N L19F Q22K Q61H/L Q61P Q61R R164Q T74P V/A

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 13

Evidence Type(s): Functional, Predictive, Oncogenic

Justification: Functional: The passage discusses how mutated KRAS proteins may alter GAP binding and change GAP-mediated hydrolysis rates, indicating that the variants affect molecular function. Predictive: The analysis provides a probability density distribution and suggests that the variants can predict relative levels for mutations based on their GAP-mediated hydrolysis rates, indicating a correlation with functional outcomes. Oncogenic: The context of the variants being associated with cancer and their effects on GAP-mediated hydrolysis suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 3845:A146T 3265:A146V 673:A18D 3265:A59T 3845:G12A/R 3845:G12D 3845:G12S 3845:G13C 3845:G13D 3265:G13V 3845:K117N 3845:L19F 3845:Q22K 3845:Q61H 22882:T74P

Genes: 3845 3265 673 22882

Variants: A146T A146V A18D A59T G12A/R G12D G12S G13C G13D G13V K117N L19F Q22K Q61H T74P

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 12

Evidence Type(s): Functional

Justification: Functional: The passage discusses how mutations, including G13C, A146V, K117N, and G13V, alter local stability and modulate local unfolding, indicating a change in molecular function related to the hydrolysis rate.

Gene→Variant (gene-first): 3265:A146V 3845:G13C 3265:G13V 3845:K117N

Genes: 3265 3845

Variants: A146V G13C G13V K117N

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Diagnostic

Justification: Functional: The passage discusses how various KRAS variants, including both hotspot and non-hotspot mutations, exhibit distinct profiles and behaviors based on experimental measurements, indicating that these variants alter molecular or biochemical function. Diagnostic: The mention of clustering variants and their association with specific profiles suggests that these variants can be used to classify or define differences in behavior, which aligns with diagnostic evidence.

Gene→Variant (gene-first): 3845:A146T 3845:A146T/V 3265:A59T 3845:G12A/R 3845:G12A/R/S 3845:G12V/D 3845:G13C 3845:G13V/D 673:K177N 3845:L19F 3845:Q22K 3845:Q61 3845:Q61H 3845:Q61L/P 3845:R164Q 22882:T74P

Genes: 3845 3265 673 22882

Variants: A146T A146T/V A59T G12A/R G12A/R/S G12V/D G13C G13V/D K177N L19F Q22K Q61 Q61H Q61L/P R164Q T74P

[Paragraph-level] PMCID: PMC8688876 Section: RESULTS PassageIndex: 4

Evidence Type(s): Functional

Justification: Functional: The passage discusses how various KRAS variants, including G12, G12V, G13, Q61, and T74, affect biochemical properties such as GTP binding, nucleotide exchange, and hydrolysis, indicating that these variants alter molecular or biochemical function.

Gene→Variant (gene-first): 3845:G12 3845:G12V 3845:G13 3845:Q61 22882:T74

Genes: 3845 22882

Variants: G12 G12V G13 Q61 T74

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 15

Evidence Type(s): Prognostic, Predictive

Justification: Prognostic: The passage discusses how the rs3786362 variant correlates with progression-free survival (PFS) and overall survival (OS) in metastatic colorectal cancer (mCRC) patients, indicating its association with disease outcomes independent of therapy. Predictive: The passage suggests that TYMS rs3786362 could be a predictive biomarker for survival in mCRC patients, indicating a potential correlation with treatment response in specific subgroups.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 14

Evidence Type(s): Prognostic

Justification: Prognostic: The passage indicates that rs3786362 is involved in stratification analysis related to mCRC survival, suggesting a correlation with disease outcome.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 13

Evidence Type(s): Predictive

Justification: Predictive: The passage discusses the correlation of the variant rs3786362 with responses to first-line chemotherapy in mCRC patients, indicating that the G allele is associated with reduced disease control rate (DCR), which relates to treatment response.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 12

Evidence Type(s): Predictive

Justification: Predictive: The passage discusses the correlation between the variant rs3786362 and the disease control rate (DCR) in metastatic colorectal cancer (mCRC) patients, indicating a relationship with treatment response.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 11

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage discusses the correlation of the rs3786362 variant with progression-free survival (PFS) and overall survival (OS) in mCRC patients, indicating its association with disease outcome independent of therapy. Diagnostic: The variant rs3786362 is used to classify patients based on their genotypes (AG/GG vs. AA), which suggests its role in defining or associating with a disease subtype in mCRC.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 10

Evidence Type(s): Prognostic, Diagnostic

Justification: Prognostic: The passage discusses the association of the variant rs3786362 with reduced overall survival (OS) and progression-free survival (PFS), indicating its correlation with disease outcomes independent of therapy. Diagnostic: The variant rs3786362 is associated with different genotypes (AG and AA) that correlate with reduced PFS and OS, suggesting its role in classifying disease outcomes based on genotype.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 9

Evidence Type(s): Prognostic

Justification: Prognostic: The passage discusses the correlation between the variant rs3786362 and mCRC survival, indicating its association with disease outcome independent of therapy.

Gene→Variant (gene-first): 7298:rs3786362

Genes: 7298

Variants: rs3786362

[Paragraph-level] PMCID: PMC7545690 Section: RESULTS PassageIndex: 8

Evidence Type(s): Prognostic, Predictive

Justification: Prognostic: The passage discusses the correlation of SNPs, specifically rs3786362 and rs369803, with progression-free survival (PFS) in metastatic colorectal cancer (mCRC) patients, indicating their association with disease outcome. Predictive: The passage mentions the correlation of SNPs with disease control rate (DCR), suggesting that these variants may influence treatment response in mCRC patients.

Gene→Variant (gene-first): 10841:rs10432965 2346:rs369803 7298:rs3786362 113235:rs4795436

Genes: 10841 2346 7298 113235

Variants: rs10432965 rs369803 rs3786362 rs4795436

[Paragraph-level] PMCID: PMC7325368 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage discusses the response of patients with B-RAFV600E mutations to therapy, indicating a correlation between the variant and treatment outcomes in various cancers. Diagnostic: The mention of B-RAFV600E in the context of specific cancer types suggests its use as a biomarker to classify or define these diseases.

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

Genes: 673

Variants: B-RAFV600E

[Paragraph-level] PMCID: PMC7325368 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses lifirafenib as an inhibitor specifically targeting B-RAFV600E, indicating a correlation with response to therapy in patients with B-RAF-mutated tumors. Oncogenic: The mention of B-RAFV600E in the context of mutated solid tumors suggests that this somatic variant contributes to tumor development or progression.

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

Genes: 673

Variants: B-RAFV600E

[Paragraph-level] PMCID: PMC7325368 Section: RESULTS PassageIndex: 11

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage discusses the confirmed responses and stable disease (SD) in patients with K-RAS mutations, including G13D, indicating a correlation with treatment response. Diagnostic: The mention of K-RAS mutations, including G13D, in the context of specific cancer types (endometrial cancer and NSCLC) suggests its role in classifying or defining these diseases. Oncogenic: The reference to K-RAS mutations, including G13D, contributing to tumor development in specific cancer types supports the classification of this variant as oncogenic.

Gene→Variant (gene-first): 3845:G13D

Genes: 3845

Variants: G13D

[Paragraph-level] PMCID: PMC7325368 Section: RESULTS PassageIndex: 10

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the responses of patients with B-RAF mutations to therapy, indicating a correlation between the B-RAFV600E variant and treatment response, which is characteristic of predictive evidence. Oncogenic: The B-RAFV600E variant is mentioned in the context of patients with B-RAF-mutated tumors, suggesting its role in tumor development or progression, which aligns with oncogenic evidence.

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

Genes: 673

Variants: B-RAFV600E

[Paragraph-level] PMCID: PMC8033310 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the establishment of TNBC cell lines with PIK3CA gene mutations (E545K and H1047R) and their use in in vivo experiments, indicating that these somatic variants contribute to tumor development or progression. Functional: The passage mentions the use of various assays (e.g., western blot, quantitative reverse transcription-polymerase chain reaction) to detect gene and protein expression levels, suggesting that the variants may alter molecular or biochemical function.

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

Genes: 5290

Variants: E545K H1047R

[Paragraph-level] PMCID: PMC8887939 Section: RESULTS PassageIndex: 11

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage discusses the overall response rate (ORR) and median progression-free survival (PFS) associated with the HER2 insertion mutations, indicating a correlation with treatment response. Diagnostic: The mention of the frequency of the HER2 Y772_A775dupYVMA mutation in patients suggests its role in defining or classifying a specific disease subtype.

Gene→Variant (gene-first): 2064:A775dupYVMA 2064:G776delinsVC

Genes: 2064

Variants: A775dupYVMA G776delinsVC

[Paragraph-level] PMCID: PMC6549573 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the correlation between the KRAS G12D mutation and response to the therapy bortezomib, indicating that exceptional responses can be achieved in patients with this mutation. Oncogenic: The KRAS G12D mutation is described as a somatic variant that contributes to tumor development in non-small-cell lung cancer (NSCLC) models, indicating its role in oncogenesis.

Gene→Variant (gene-first): 3845:G12D

Genes: 3845

Variants: G12D

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 18

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the variant C797 interacts with the inhibitor at a molecular level, specifically forming covalent bonds and influencing the binding interactions within the kinase structure.

Gene→Variant (gene-first): 1956:C797 1956:T790

Genes: 1956

Variants: C797 T790

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 17

Evidence Type(s): Functional, Predictive

Justification: Functional: The passage discusses how the variant T790 interacts with the drug TAK-788, specifically mentioning hydrogen bonding and binding modes, indicating an alteration in molecular function. Predictive: The mention of TAK-788 binding to T790 suggests a correlation with therapeutic response, as it implies that the presence of T790 may influence the effectiveness of the treatment.

Gene→Variant (gene-first): 1956:T790

Genes: 1956

Variants: T790

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 16

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the C797 variant forms a covalent bond with the inhibitor, indicating an alteration in molecular function related to drug binding. Oncogenic: The T790M and V948R variants are described in the context of adopting an inactive kinase conformation, which suggests their role in tumor progression or development.

Gene→Variant (gene-first): 1956:C797 1956:T790M 1956:V948R

Genes: 1956

Variants: C797 T790M V948R

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 15

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 1956:T790

Genes: 1956

Variants: T790

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 14

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 1956:T790M 1956:V948R

Genes: 1956

Variants: T790M V948R

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 9

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the correlation between the L858R variant and drug sensitivity, indicating that the L858R mutation has a drug-sensitizing effect, which aligns with predictive evidence regarding therapy response. Oncogenic: The L858R variant is implicated in greater potency against EGFR compared to WT EGFR, suggesting its role in tumor development or progression, which is characteristic of oncogenic evidence.

Gene→Variant (gene-first): 1956:L858R

Genes: 1956

Variants: L858R

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 7

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the measurement of biochemical potencies of EGFR inhibitors against specific mutants, including L858R and L858R/T790M, indicating a correlation with response to therapy. Functional: The passage describes the use of recombinant EGFR kinase proteins in assays to evaluate the biochemical activity of inhibitors, which implies that the variants may alter molecular function.

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

Genes: 1956

Variants: L858R T790M

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 5

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the enhanced inhibitor sensitivity of the L858R variant in relation to its decreased affinity for ATP, indicating a correlation with sensitivity to EGFR TKIs, which aligns with predictive evidence. Oncogenic: The passage implies that the L858R variant contributes to oncogenicity, as it discusses the variant's biochemical properties and their relation to tumor development and progression.

Gene→Variant (gene-first): 1956:L858R

Genes: 1956

Variants: L858R

[Paragraph-level] PMCID: PMC11551396 Section: RESULTS PassageIndex: 4

Evidence Type(s): Functional

Justification: Functional: The passage discusses enzyme kinetic parameters and catalytic efficiencies of the L858R variant and other variants, indicating that these variants alter molecular function as demonstrated by the enzyme assays.

Gene→Variant (gene-first): 7294:Glu4 1956:L858R 1956:T790M

Genes: 7294 1956

Variants: Glu4 L858R T790M

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 11

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the S310F variant of HER2 interacts with EGFR and compares its efficiency to wild-type HER2, indicating an alteration in molecular function.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 10

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the interaction of the S310F HER2 mutant with EGFR and its altered reactivity to specific antibodies, indicating a change in molecular function. Oncogenic: The S310F HER2 variant is implicated in altered interactions that may contribute to tumor development or progression, as suggested by the context of the study involving cancer-related proteins.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 9

Evidence Type(s): Functional

Justification: Functional: The passage indicates that the S310F variant alters the molecular interaction by forming heterodimers with EGFR, suggesting a change in biochemical function.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 8

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the effects of anti-HER2 agents on cell proliferation and HER2 phosphorylation in relation to the S310F HER2 mutant, indicating a correlation with response to specific therapies. Oncogenic: The S310F variant is implicated in the phosphorylation process and cell proliferation in cancer cells, suggesting its role in tumor development or progression.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the S310F variant in HER2 is associated with activation in a cell line, suggesting its role in tumor development or progression.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 6

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the expression of the S310F HER2 mutant and its interaction with pertuzumab, indicating that the variant alters the molecular function of HER2 in terms of immunoprecipitation. Oncogenic: The S310F variant is described in the context of its expression in cancer cell lines, suggesting that it may contribute to tumor development or progression.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the expression and detection of the S310F HER2 mutant in a bladder cancer cell line, indicating that the variant alters the molecular function of the HER2 protein as it is being analyzed for its presence on the cell surface. Oncogenic: The S310F variant is discussed in the context of a bladder cancer cell line, suggesting that it may contribute to tumor development or progression, which aligns with the definition of an oncogenic variant.

Gene→Variant (gene-first): 2064:S310 2064:S310F

Genes: 2064

Variants: S310 S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 4

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the binding interactions of various HER2 mutants with the antibodies pertuzumab and trastuzumab, indicating their response to these therapies. Functional: The passage describes the preparation and purification of recombinant fusion proteins and their binding characteristics, which suggests alterations in molecular function related to the HER2 mutants.

Gene→Variant (gene-first): 2064:G309 2064:G309A 2064:G309E 2064:S309A 2064:S310 2064:S310F 2064:S310Y

Genes: 2064

Variants: G309 G309A G309E S309A S310 S310F S310Y

[Paragraph-level] PMCID: PMC6843359 Section: RESULTS PassageIndex: 2

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage indicates that the S310F mutant is not reactive to Pertuzumab, suggesting a correlation with resistance to this specific therapy. Functional: The passage discusses the binding characteristics of the S310F mutant, indicating an alteration in molecular function related to its interaction with Trastuzumab.

Gene→Variant (gene-first): 2064:S310F

Genes: 2064

Variants: S310F

[Paragraph-level] PMCID: PMC5762309 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the selective inhibitor CHMFL-KIT-031 and its efficacy against the KIT V559D mutation, indicating a correlation with response to therapy. Oncogenic: The KIT V559D mutation is described as a primary gain-of-function mutation in GISTs, suggesting it contributes to tumor development or progression.

Gene→Variant (gene-first): 3815:D816V 3815:L576P 3815:N822K 3815:T670I 3815:V559D 3815:V654A

Genes: 3815

Variants: D816V L576P N822K T670I V559D V654A

[Paragraph-level] PMCID: PMC5002925 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the treatment of a patient with advanced colorectal cancer using trastuzumab based on the presence of the ERBB2 p.L755S mutation, indicating a correlation with therapy response. Oncogenic: The mention of the ERBB2 p.L755S mutation as a genetic driver event in the context of advanced colorectal cancer suggests its role in tumor development or progression.

Gene→Variant (gene-first): 2064:p.L755S 673:p.N581S 324:p.Q1429fs

Genes: 2064 673 324

Variants: p.L755S p.N581S p.Q1429fs

[Paragraph-level] PMCID: PMC10011885 Section: RESULTS PassageIndex: 24

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the emergence of KRAS mutations associated with treatment resistance, indicating a correlation with response to therapy, specifically in the context of chemotherapy and targeted treatments. Oncogenic: The passage describes the identification of KRAS mutations that contribute to tumor progression, particularly noting the emergence of these mutations prior to disease progression, which is indicative of their role in cancer development.

Gene→Variant (gene-first): 3791:A163G 3845:G12D 3845:G12N 3845:G13D 3845:Q61H 4893:Q61L 79811:R106H 673:V600E

Genes: 3791 3845 4893 79811 673

Variants: A163G G12D G12N G13D Q61H Q61L R106H V600E

[Paragraph-level] PMCID: PMC10011885 Section: RESULTS PassageIndex: 23

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses the retention of the BRAF V600E mutation in patients with mCRC, indicating its role in tumor development or progression, particularly in the context of disease progression and treatment response.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC10011885 Section: RESULTS PassageIndex: 20

Evidence Type(s): Prognostic, Predictive

Justification: Prognostic: The passage discusses how the BRAF V600E mutation VAF ratio correlates with progression-free survival (PFS) and overall survival (OS), indicating that it is associated with disease outcomes independent of therapy. Predictive: The assessment of the BRAF V600E mutation VAF ratio as a predictor of PFS and OS suggests that it may correlate with treatment response, indicating its predictive value in the context of therapy.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC10011885 Section: RESULTS PassageIndex: 19

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how early changes in ctDNA levels, specifically related to the BRAF V600E variant, are predictive of clinical benefit and objective response to combination vemurafenib and erlotinib therapy. Oncogenic: The BRAF V600E variant is implicated in tumor dynamics and is associated with the response to treatment, indicating its role in tumor development or progression.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC10011885 Section: RESULTS PassageIndex: 16

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage indicates that the presence of genetic alterations, including the NRAS G13C mutation, correlates with clinical benefit from treatment, suggesting a predictive relationship regarding therapy response. Diagnostic: The mention of the NRAS G13C mutation being detected in a patient implies its role in identifying or classifying the disease, which aligns with diagnostic evidence. Oncogenic: The NRAS G13C mutation is discussed in the context of being a mutation found in a patient, which suggests its potential role in tumor development or progression.

Gene→Variant (gene-first): 4893:G13C

Genes: 4893

Variants: G13C

[Paragraph-level] PMCID: PMC10011885 Section: RESULTS PassageIndex: 15

Evidence Type(s): Diagnostic, Prognostic, Oncogenic

Justification: Diagnostic: The passage indicates that BRAF V600E mutant ctDNA is detected in a significant proportion of patients, suggesting its use in defining or confirming the presence of a specific disease. Prognostic: The passage states that higher levels of ctDNA at baseline are associated with inferior progression-free survival (PFS) and overall survival (OS), indicating a correlation with disease outcome independent of therapy. Oncogenic: The presence of the BRAF V600E variant in ctDNA suggests its role in tumor development or progression, as it is a known somatic mutation associated with cancer.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

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

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage mentions that the non-colorectal cancer cohort included patients who were BRAF V600E mutation positive, indicating that this variant is used to classify or define a specific group of patients with selected cancers. Oncogenic: The BRAF V600E mutation is associated with tumor development in various cancers, as indicated by its presence in patients with selected cancers, suggesting its role in oncogenesis.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC8700411 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage discusses the sensitivity of specific EGFR variants (D770 and G770) to various EGFR-TKIs, indicating a correlation with response to therapy. Diagnostic: The mention of EGFR exon 20 insertion mutations and their frequency in lung cancer suggests that these variants are used to classify and define a specific subtype of the disease. Oncogenic: The variants D770 and G770 are described as contributing to tumor development, as they are part of the EGFR mutations associated with lung cancer.

Gene→Variant (gene-first): 1956:D770 1956:G770 1956:Y764insFQEA

Genes: 1956

Variants: D770 G770 Y764insFQEA

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 13

Evidence Type(s): Predictive

Justification: Predictive: The passage indicates that the variant G770 and other exon 20 insertion mutations are sensitive to specific EGFR TKIs, suggesting a correlation with treatment response.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 12

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage discusses the correlation between the G770 variant and radiographic responses to therapies (poziotinib and mobocertinib) in advanced lung cancers, indicating its predictive nature regarding treatment response. Diagnostic: The mention of "EGFR exon 20 insertion mutations with G770 equivalence" suggests that the G770 variant is used to classify or define a specific subtype of lung cancer, supporting its role as a diagnostic marker.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 10

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of patients with metastatic lung cancers harboring EGFR exon 20 insertion mutations, including G770, to various EGFR TKIs, indicating a correlation with treatment response. Oncogenic: The mention of tumors harboring EGFR exon 20 insertion mutations, including G770, suggests that this somatic variant contributes to tumor development or progression in the context of metastatic lung cancers.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 9

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses patients with advanced lung cancers harboring EGFR Exon 20 insertion mutations, indicating that the variant is used to classify or define a specific disease subtype. Oncogenic: The mention of advanced lung cancers suggests that the G770 variant contributes to tumor development or progression, aligning with the definition of an oncogenic variant.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 8

Evidence Type(s): Predictive

Justification: Predictive: The passage discusses the potential response of patients with advanced lung cancers harboring the G770 variant to specific therapies, indicating a correlation with treatment response.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 7

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the sensitivity of the V769dupASV variant to 2nd generation EGFR TKIs, indicating a correlation with response to therapy. Functional: The variant V769dupASV is shown to alter the biochemical function of EGFR, as evidenced by the differing levels of inhibition of phosphorylated EGFR in response to dacomitinib.

Gene→Variant (gene-first): 1956:V769dupASV

Genes: 1956

Variants: V769dupASV

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 6

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of cells with the A767_V769dupASV mutant to specific therapies (afatinib and dacomitinib), indicating a correlation between the variant and treatment sensitivity. Oncogenic: The variant A767_V769dupASV is mentioned in the context of proliferation assays, suggesting that it contributes to tumor development or progression in the tested cell lines.

Gene→Variant (gene-first): 1956:V769dupASV

Genes: 1956

Variants: V769dupASV

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 5

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the sensitivity and resistance of various EGFR mutations, including D770_N771insSVD, V769dupASV, and Y764insFQEA, to different EGFR TKIs, indicating a correlation with response to therapy. Oncogenic: The variants mentioned are associated with the development of cancer, as they are described in the context of a Ba/F3 cell line model driven by specific EGFR mutations, which contribute to tumor behavior.

Gene→Variant (gene-first): 1956:D770_N771insSVD 1956:V769dupASV 1956:Y764insFQEA

Genes: 1956

Variants: D770_N771insSVD V769dupASV Y764insFQEA

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 4

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 3

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the prevalence of the G770 variant in a cohort of cases with EGFR exon 20 insertion mutations, indicating its association with a specific mutation type and providing context for its classification. Oncogenic: The mention of the G770 variant in the context of EGFR mutations suggests its role in tumor development or progression, as it is part of a known oncogenic pathway associated with cancer.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC8700411 Section: RESULTS PassageIndex: 2

Evidence Type(s): Diagnostic

Justification: Diagnostic: The mention of "frequency" in relation to "EGFR Exon 20 Insertions with a G770 Equivalence" suggests that the variant is being used to classify or define a specific disease or subtype.

Gene→Variant (gene-first): 1956:G770

Genes: 1956

Variants: G770

[Paragraph-level] PMCID: PMC3287118 Section: RESULTS PassageIndex: 7

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 1956:L858R 1956:L861Q 1956:S768I 1956:T790M

Genes: 1956

Variants: L858R L861Q S768I T790M

[Paragraph-level] PMCID: PMC9338780 Section: ABSTRACT PassageIndex: 8

Evidence Type(s): Predictive, Prognostic

Justification: Predictive: The passage discusses the clinical benefit of dabrafenib plus trametinib in BRAF V600E-mutant ATC, indicating a correlation with improved treatment response. Prognostic: The mention of improved long-term survival in patients with BRAF V600E-mutant ATC suggests a correlation with disease outcome independent of therapy.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC9338780 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the evaluation of dabrafenib plus trametinib in patients with BRAF V600E-mutant cancers, indicating a correlation with treatment response. Oncogenic: The mention of BRAF V600E in the context of a study for rare cancers suggests that this somatic variant contributes to tumor development or progression.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

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

Evidence Type(s): Predictive, Diagnostic

Justification: Predictive: The passage discusses the approval of combined therapy with dabrafenib plus trametinib for treatment of BRAF V600E-mutant anaplastic thyroid cancer, indicating a correlation with treatment response. Diagnostic: The mention of BRAF V600E as a specific mutation in anaplastic thyroid cancer suggests its role in defining or classifying the disease subtype.

Gene→Variant (gene-first): 673:V600E

Genes: 673

Variants: V600E

[Paragraph-level] PMCID: PMC8727519 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses T790M as a resistance mechanism to first-generation EGFR tyrosine kinase inhibitors, indicating its correlation with treatment response. Oncogenic: The mention of T790M in the context of an acquired resistance mechanism suggests that it contributes to tumor progression in EGFR-mutated NSCLC.

Gene→Variant (gene-first): 1956:T790M

Genes: 1956

Variants: T790M

[Paragraph-level] PMCID: PMC8727519 Section: ABSTRACT PassageIndex: 4

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the T790M variant as a potential resistance mechanism to icotinib treatment, indicating its correlation with treatment response. Oncogenic: The L858R variant is described as being present in a patient with lung adenocarcinoma, suggesting its role in tumor development or progression.

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

Genes: 1956

Variants: L858R T790M

[Paragraph-level] PMCID: PMC11272140 Section: ABSTRACT PassageIndex: 8

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the variant G2032R in the context of acquired resistance mutations and mentions the overall responses and prolonged progression-free survival (PFS) associated with taletrectinib, indicating a correlation with treatment response. Oncogenic: The mention of G2032R as an acquired resistance mutation suggests that it contributes to tumor development or progression, particularly in the context of therapy resistance.

Gene→Variant (gene-first): 6098:G2032R

Genes: 6098

Variants: G2032R

[Paragraph-level] PMCID: PMC11272140 Section: ABSTRACT PassageIndex: 6

Evidence Type(s): Predictive

Justification: Predictive: The passage indicates that 67% of patients with G2032R mutations responded to treatment, suggesting a correlation between the variant and treatment response.

Gene→Variant (gene-first): 6098:G2032R

Genes: 6098

Variants: G2032R

[Paragraph-level] PMCID: PMC11272140 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the activity of taletrectinib against the G2032R variant, highlighting its correlation with high response rates and prolonged progression-free survival, indicating predictive evidence related to therapy response. Oncogenic: The mention of the G2032R variant in the context of ROS1+ non-small cell lung cancer suggests that it may contribute to tumor development or progression, aligning with oncogenic evidence.

Gene→Variant (gene-first): 6098:G2032R

Genes: 6098

Variants: G2032R

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 33

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the expected efficacy of the JNJ42756493 inhibitor towards the FGFR3 V555M variant, indicating a correlation with response to therapy based on structural interactions. Functional: The passage mentions the interactions of inhibitors within the ATP-binding pocket of the FGFR1 KD V561M variant, suggesting that the variant alters molecular function related to drug binding and efficacy.

Gene→Variant (gene-first): 2261:V555M 2260:V561M

Genes: 2261 2260

Variants: V555M V561M

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 32

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the effect of the K650E and N540K variants on the efficacy of FGFR-specific inhibitors, indicating a correlation with treatment response. Oncogenic: The variants K650E and N540K are discussed in the context of their impact on cellular transformation and response to inhibitors, suggesting their role in tumor development or progression.

Gene→Variant (gene-first): 2261:K650E 2261:N540K

Genes: 2261

Variants: K650E N540K

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 31

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses how specific mutations, such as K650E, N540K, N540S, and V555M, affect the efficacy of various inhibitors, indicating a correlation with resistance or sensitivity to therapy. Functional: The passage describes how mutations like I538V and V555M alter the binding affinity and efficacy of inhibitors, which reflects changes in molecular function related to drug interactions.

Gene→Variant (gene-first): 2263:I538 2263:I538V 2261:K650E 2261:N540 2261:N540K 2261:N540S 2261:R669G 2261:V555M

Genes: 2263 2261

Variants: I538 I538V K650E N540 N540K N540S R669G V555M

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 30

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the Ki values of various FGFR3 variants in response to specific inhibitors, indicating a correlation between the variants and their sensitivity to therapy. Functional: The mention of mutations affecting the ATP binding pocket and potential allosteric effects suggests that these variants alter the molecular function of the FGFR3 protein.

Gene→Variant (gene-first): 2263:I538V 2261:K650E 2261:N540K 2261:N540S 2261:R669G 2261:V555M

Genes: 2263 2261

Variants: I538V K650E N540K N540S R669G V555M

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 29

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how mutations in protein kinases, such as V555M, can affect drug binding and implies a relationship between these mutations and drug efficacy, indicating a potential impact on treatment response. Oncogenic: The mention of V555M as an acquired mutation in FGFR3 suggests its role in tumor development or progression, particularly in the context of drug resistance.

Gene→Variant (gene-first): 2261:V555M

Genes: 2261

Variants: V555M

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 27

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the variants D641, L630, and V561 are involved in the binding interactions of the drug JNJ42756493 with FGFR1, indicating that these variants alter molecular interactions and contribute to the binding strength and specificity of the drug.

Gene→Variant (gene-first): 2260:D641 2260:L630 2260:V561

Genes: 2260

Variants: D641 L630 V561

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 24

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the K650E, R675G, and R669G mutations alter the allosteric communication and molecular interactions within the FGFR kinases, indicating a change in molecular function. Oncogenic: The mention of mutations that force an active conformation and alter the position of the alphaC-helix suggests that these variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2261:K650E 2261:R669G 2260:R675 2260:R675G

Genes: 2261 2260

Variants: K650E R669G R675 R675G

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 23

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the R669G mutation alters molecular interactions and conformational changes in the FGFR3 protein, indicating an alteration in biochemical function.

Gene→Variant (gene-first): 2261:R669G

Genes: 2261

Variants: R669G

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 22

Evidence Type(s): Functional

Justification: Functional: The passage describes how the R675G variant alters the molecular interactions and conformation of the FGFR1 kinase domain, indicating a change in biochemical function.

Gene→Variant (gene-first): 2261:H650 2260:R675 2260:R675G 2263:Y653

Genes: 2261 2260 2263

Variants: H650 R675 R675G Y653

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 21

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the R to G replacement and its impact on the activity of the FGFR1 KD variant, indicating that the variant alters molecular function. Oncogenic: The mention of the R669 and R675G variants being mutated in cancer suggests their contribution to tumor development or progression.

Gene→Variant (gene-first): 2260:R to G 2261:R669 2260:R675G

Genes: 2260 2261

Variants: R to G R669 R675G

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 20

Evidence Type(s): Functional

Justification: Functional: The passage discusses the activation mechanism of the FGFR3 R669G mutation, indicating that it alters molecular or biochemical function.

Gene→Variant (gene-first): 2261:R669G

Genes: 2261

Variants: R669G

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 19

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the variants E466K, D617G, and G637W are predicted to reduce protein production or completely inactivate the kinase, indicating an alteration in molecular function. Oncogenic: The mention of R669 being within an identified cluster of observed A-loop cancer mutations suggests that it contributes to tumor development or progression.

Gene→Variant (gene-first): 2261:D617G 2263:E466K 2260:G637W 2261:R669

Genes: 2261 2263 2260

Variants: D617G E466K G637W R669

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 18

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the R669G variant alters downstream signaling and FGFR3 phosphorylation, indicating a change in molecular function.

Gene→Variant (gene-first): 2261:R669G

Genes: 2261

Variants: R669G

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 17

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the G697C mutation does not affect kinase activity directly as measured in vitro, indicating that it alters molecular function, specifically FGFR3 function, which can only be detected in a cellular setting. Oncogenic: The comparison of the FGFR3 G697C cell line with those expressing K650E and N540K shows that G697C does not lead to a transformed phenotype or anchorage-independent growth, suggesting it does not contribute to tumor development or progression like the other variants.

Gene→Variant (gene-first): 2261:G697C 2261:K650E 2261:N540K

Genes: 2261

Variants: G697C K650E N540K

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 16

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the K650E variant alters kinase activity, indicating a change in molecular function related to activation. Oncogenic: The mention of the K650E variant in the context of kinase activation suggests its potential role in tumor development or progression.

Gene→Variant (gene-first): 2261:K650E

Genes: 2261

Variants: K650E

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 15

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the mutations D617G and G637W abolish kinase activity, indicating that these variants alter the molecular function of the protein. Oncogenic: The passage mentions that the importance of these inactivating mutations for cancer development remains unclear, suggesting a potential role in tumor development or progression.

Gene→Variant (gene-first): 2261:D617 2261:D617G 2261:G to W 2260:G637 2260:G637W

Genes: 2261 2260

Variants: D617 D617G G to W G637 G637W

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 14

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the effect of the G697C mutation on FGFR3 KD activity, indicating that it alters molecular function. Oncogenic: The mention of G697C as one of the hotspots suggests its potential role in tumor development or progression, which aligns with oncogenic behavior.

Gene→Variant (gene-first): 2261:G697C

Genes: 2261

Variants: G697C

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 13

Evidence Type(s): Predictive, Functional

Justification: Predictive: The V555M mutation is described as an acquired resistance mutation to an FGFR inhibitor, indicating a correlation with resistance to therapy. Functional: The passage discusses how the mutations, including V555M, D641G, and D641N, resulted in an increase in auto-phosphorylation and substrate phosphorylation, indicating an alteration in molecular function.

Gene→Variant (gene-first): 2260:D641G 2260:D641N 2261:V555 2261:V555M

Genes: 2260 2261

Variants: D641G D641N V555 V555M

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 12

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how different mutations in FGFR3 KD variants affect auto-phosphorylation and kinase activity, indicating that these variants alter molecular function. Oncogenic: The context of the passage suggests that the mutations contribute to tumor development or progression by enhancing kinase activity, which is a characteristic of oncogenic variants.

Gene→Variant (gene-first): 2263:I538V 2261:K650E 2261:K650N 2261:N540K 2261:N540S 2261:R669G 2261:R669Q

Genes: 2263 2261

Variants: I538V K650E K650N N540K N540S R669G R669Q

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 11

Evidence Type(s): Functional

Justification: Functional: The passage discusses the functional impact of mutations at positions FGFR3 K650 and N540K, indicating that these variants are assessed for their effect on kinase activity.

Gene→Variant (gene-first): 2261:K650 2261:N540K

Genes: 2261

Variants: K650 N540K

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses FGFR3 cancer mutations, indicating that the variants K650, R669, N540, and I538 are associated with cancer, suggesting their role in tumor development or progression.

Gene→Variant (gene-first): 2263:I538 2261:K650 2261:N540 2261:R669

Genes: 2263 2261

Variants: I538 K650 N540 R669

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 6

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 2261:G697 2263:I538 2261:K650 2261:N540 2261:R669

Genes: 2261 2263

Variants: G697 I538 K650 N540 R669

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 5

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses mutations in FGFR3, including K650 and N540, in the context of developmental syndromes such as bone dysplasia, indicating their association with specific disease states. Oncogenic: The mention of FGFR3 mutations, including K650 and N540, being prevalent in bladder cancer suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2261:K650 2261:N540 2261:N540K

Genes: 2261

Variants: K650 N540 N540K

[Paragraph-level] PMCID: PMC5029699 Section: RESULTS PassageIndex: 4

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses frequently mutated positions in FGFR3, specifically K650, G697, and N540, indicating their involvement in cancer, which suggests they contribute to tumor development or progression. Functional: The passage describes the specific amino acid replacements at the mutated positions, indicating alterations in molecular function related to FGFR3, which can affect its activity in cancer.

Gene→Variant (gene-first): 2261:G697 2261:G697C 2261:K650 2261:N540

Genes: 2261

Variants: G697 G697C K650 N540

[Paragraph-level] PMCID: PMC3244026 Section: RESULTS PassageIndex: 9

Evidence Type(s): Functional, Diagnostic

Justification: Functional: The passage discusses how the ETV6 mutants (V345fs, N356fs, Y103fs, S105fs) are functionally inactive and lack transcriptional repression activity, indicating that these variants alter molecular function. Diagnostic: The passage mentions that ETV6-mutated cases have a characteristic gene expression signature and that all ETV6 mutant T-ALL samples were CD33 positive, suggesting that these variants are associated with a specific disease subtype.

Gene→Variant (gene-first): 2120:N356fs 2120:S105fs 2120:V345fs 2120:Y103fs

Genes: 2120

Variants: N356fs S105fs V345fs Y103fs

[Paragraph-level] PMCID: PMC3244026 Section: RESULTS PassageIndex: 8

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage describes how N-terminal and C-terminal truncating mutations in the ETV6 gene alter the expression of truncated protein products, indicating a change in molecular function. Oncogenic: The context of the mutations being associated with hematopoietic tumors suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2120:N356fs 2120:S105fs 2120:V345fs 2120:Y103fs

Genes: 2120

Variants: N356fs S105fs V345fs Y103fs

[Paragraph-level] PMCID: PMC9402235 Section: RESULTS PassageIndex: 9

Evidence Type(s): Oncogenic, Diagnostic

Justification: Oncogenic: The passage describes the NM_005648.4(ELOC):c.236A>G (p.Tyr79Cys) variant as a somatic variant found in renal cell carcinomas (RCCs) and indicates its role in VHL-independent renal tumorigenesis, supporting its contribution to tumor development. Diagnostic: The passage discusses the search for germline ELOC variants in individuals with a VHL-like phenotype and indicates that the NM_005648.4(ELOC):c.236A>G (p.Tyr79Cys) variant was absent in these individuals, suggesting its potential use in defining or excluding a disease or subtype.

Gene→Variant (gene-first): 3091:c.236A>G 6921:c.261_272del 5979:c.274G>A 6921:c.311T>A 3855:c.74A>T 3855:p.Asp25Val 7409:p.Glu92Lys 6921:p.Leu104Gln 6921:p.Thr88_Pro91del 3091:p.Tyr79Cys

Genes: 3091 6921 5979 3855 7409

Variants: c.236A>G c.261_272del c.274G>A c.311T>A c.74A>T p.Asp25Val p.Glu92Lys p.Leu104Gln p.Thr88_Pro91del p.Tyr79Cys

[Paragraph-level] PMCID: PMC9402235 Section: RESULTS PassageIndex: 8

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 3091:c.236A>G 3091:p.Tyr79Cys

Genes: 3091

Variants: c.236A>G p.Tyr79Cys

[Paragraph-level] PMCID: PMC9402235 Section: RESULTS PassageIndex: 6

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 3091:236A>G 3091:c.236A>G 3091:p.Tyr79Cys

Genes: 3091

Variants: 236A>G c.236A>G p.Tyr79Cys

[Paragraph-level] PMCID: PMC9402235 Section: RESULTS PassageIndex: 5

Evidence Type(s): Diagnostic, Functional

Justification: Diagnostic: The passage discusses the identification of a de novo missense variant in ELOC and its validation in the proband, indicating its potential role in defining or confirming a genetic condition. Functional: The passage describes the critical role of the Tyr79 residue in forming a hydrogen bond within the pVHL alpha domain, suggesting that the variant alters molecular function.

Gene→Variant (gene-first): 3091:Tyr79 3091:Y79 3091:c.236A>G 3091:p.Tyr79Cys

Genes: 3091

Variants: Tyr79 Y79 c.236A>G p.Tyr79Cys

[Paragraph-level] PMCID: PMC6594036 Section: RESULTS PassageIndex: 8

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 7010:2690A > G 3845:Arg918Cys 7010:Tyr897Cys 7010:c.2752A > G

Genes: 7010 3845

Variants: 2690A > G Arg918Cys Tyr897Cys c.2752A > G

[Paragraph-level] PMCID: PMC7612117 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The variant p.L1363P is shown to disrupt the interaction with PALB2 and leads to the development of mammary tumors, indicating its contribution to tumor development. Predictive: The passage states that Brca1 p.L1363P mammary tumors are responsive to cisplatin and PARP inhibition, suggesting a correlation with treatment response.

Gene→Variant (gene-first): 7158:p.L1363P

Genes: 7158

Variants: p.L1363P

[Paragraph-level] PMCID: PMC7302243 Section: RESULTS PassageIndex: 3

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the acquired T790M mutation in the context of EGFR-TKI resistance, indicating a correlation with treatment resistance. Oncogenic: The T790M mutation is described as contributing to EGFR-TKI resistance, which is a characteristic of tumor progression in the context of cancer.

Gene→Variant (gene-first): 1956:T790M

Genes: 1956

Variants: T790M

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 24

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the variant H1047L alters the lipid binding capabilities of the p110alpha isoform, indicating a change in molecular function.

Gene→Variant (gene-first): 5290:H1047 5290:H1047L

Genes: 5290

Variants: H1047 H1047L

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 22

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the H1047R variant leads to a global conformational change in the p110alpha/p85alpha structure, suggesting that it alters molecular function and potentially impacts activity. Oncogenic: The context implies that the H1047R variant contributes to tumor development or progression through its role in altering the conformational dynamics of the kinase, which is relevant in cancer biology.

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

Genes: 5290

Variants: H1047R

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 20

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the variants C420R and N564D alter the molecular interactions within the C2 domain, suggesting changes in lipid binding capabilities, which indicates an alteration in biochemical function.

Gene→Variant (gene-first): 5290:C420 5290:C420R 5290:E545K 5295:N345 5295:N564 5295:N564D

Genes: 5290 5295

Variants: C420 C420R E545K N345 N564 N564D

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 19

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the variants G1049R, H1047L, and H1047R alter binding properties to lipids, indicating a change in molecular function related to lipid binding upon activation.

Gene→Variant (gene-first): 5290:G1049R 5290:H1047L 5290:H1047R

Genes: 5290

Variants: G1049R H1047L H1047R

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 18

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the mutations (C420R, E545K, and N564D) alter the hydrophobic interaction with neutral lipids, indicating a change in molecular function related to lipid binding.

Gene→Variant (gene-first): 5290:C420R 5290:E545K 5295:N564D

Genes: 5290 5295

Variants: C420R E545K N564D

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 17

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the E545K variant alters lipid kinase activity and lipid binding, indicating a change in molecular function.

Gene→Variant (gene-first): 5290:E545K

Genes: 5290

Variants: E545K

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 16

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage discusses mutations that are characterized as activating, indicating that they contribute to tumor development or progression.

Gene→Variant (gene-first): 5290:C420R 5290:E545K 5290:G1049R 5290:H1047L 5290:H1047R 5290:M1043I 5295:N564D

Genes: 5290 5295

Variants: C420R E545K G1049R H1047L H1047R M1043I N564D

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 14

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the K942Q and R949D variants alter molecular function, specifically their effects on kinase activity and lipid binding, indicating changes in biochemical properties.

Gene→Variant (gene-first): 5294:K942Q 5294:R949D

Genes: 5294

Variants: K942Q R949D

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 9

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses the D915N mutation in the context of its role in lipid binding and activation of p110alpha, indicating that it alters molecular function related to protein activity. Oncogenic: The mention of "cancer-linked mutations" suggests that the D915N variant is associated with tumor development or progression, as it is discussed in the context of p110alpha, which is implicated in cancer.

Gene→Variant (gene-first): 5290:D915N

Genes: 5290

Variants: D915N

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 7

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the deletion of residues 1051-1068 alters the lipid kinase activity and ATPase activity of p110alpha, indicating a change in molecular function.

Gene→Variant (gene-first): 5290:deletion of residues 1051-1068

Genes: 5290

Variants: deletion of residues 1051-1068

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 6

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the oncogenic mutant H1047R p110alpha, indicating that this variant is associated with tumor development or progression, particularly in the context of its structural characteristics compared to the wild-type. Functional: The passage describes how the H1047R variant affects the conformation of the C-terminal tail and its interactions, suggesting alterations in molecular or biochemical function related to the protein's structure.

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

Genes: 5290

Variants: H1047R

[Paragraph-level] PMCID: PMC3378484 Section: RESULTS PassageIndex: 3

Evidence Type(s): Functional

Justification: Functional: The passage discusses key conserved activation loop residues K942 and R949 and their importance in recognizing the substrate, indicating that these variants alter molecular function related to substrate binding.

Gene→Variant (gene-first): 5294:K942 5294:R949

Genes: 5294

Variants: K942 R949

[Paragraph-level] PMCID: PMC4239128 Section: RESULTS PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the potential vulnerability of the malignancy to BRAF inhibition, indicating a correlation between the BRAF p.V600E mutation and response to therapy with dabrafenib and trametinib. Oncogenic: The BRAF p.V600E mutation is implicated in the malignancy's development and progression, as it is associated with the treatment approach and the observed tumor response to therapy.

Gene→Variant (gene-first): 673:1799T > A 673:p.V600E

Genes: 673

Variants: 1799T > A p.V600E

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 8

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the sensitivity of D835 mutants to type II inhibitors, indicating a correlation with treatment response, which aligns with predictive evidence. Oncogenic: The mention of D835 mutations and their role in mediating resistance and sensitivity to FLT3 TKIs suggests that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2322:D835 2322:D835N/E

Genes: 2322

Variants: D835 D835N/E

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 7

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the D835H mutation's resistance to type II inhibitors, indicating a correlation with treatment response and sensitivity to specific therapies. Functional: The passage describes how the D835H mutation alters the binding mode and hydrogen bond formation, indicating a change in molecular function related to inhibitor interaction.

Gene→Variant (gene-first): 2322:D835H

Genes: 2322

Variants: D835H

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 6

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the D835Y/V variant alters molecular interactions and structural compatibility, indicating a change in biochemical function related to steric hindrance and hydrogen bonding. Oncogenic: The mention of "highly resistant mutants" suggests that the D835Y/V variant contributes to tumor development or progression by conferring resistance, which is characteristic of oncogenic behavior.

Gene→Variant (gene-first): 2322:D835Y/V

Genes: 2322

Variants: D835Y/V

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 5

Evidence Type(s): Functional, Predictive

Justification: Functional: The passage discusses how the D835E/N mutations alter molecular interactions, specifically the formation of hydrogen bonds and the conservation of the alpha-helix structure, which affects inhibitor binding. Predictive: The passage indicates that the D835E/N variants are associated with sensitivity to type II inhibitors, suggesting a correlation with treatment response.

Gene→Variant (gene-first): 2322:D835 2322:D835E/N

Genes: 2322

Variants: D835 D835E/N

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 4

Evidence Type(s): Predictive, Functional

Justification: Predictive: The passage discusses the correlation of D835 mutations with resistance to type II inhibitors, indicating a relationship between the variant and treatment response. Functional: The passage describes the impact of D835 mutations on the short alpha-helix and its potential effect on the drug-binding site, suggesting an alteration in molecular function related to drug interaction.

Gene→Variant (gene-first): 2322:D835

Genes: 2322

Variants: D835

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 3

Evidence Type(s): Functional

Justification: Functional: The passage discusses how the D835 variant alters the molecular function of the kinase by stabilizing the DFG-out conformation and forming interactions that affect the structure of the alpha-helix.

Gene→Variant (gene-first): 2322:D835

Genes: 2322

Variants: D835

[Paragraph-level] PMCID: PMC4675689 Section: RESULTS PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how various D835 substitutions correlate with resistance to FLT3 inhibitors, indicating their predictive value regarding treatment response. Oncogenic: The D835 mutations are reported to cause resistance in patients, suggesting that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 2322:D835 2322:D835A/E 2322:D835H 2322:D835V/Y

Genes: 2322

Variants: D835 D835A/E D835H D835V/Y

[Paragraph-level] PMCID: PMC4411002 Section: RESULTS PassageIndex: 16

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the identification of PIK3CA mutations in patients with a clinical diagnosis of FAO, indicating that these variants are used to define or confirm the disease in these patients. Oncogenic: The PIK3CA mutations mentioned are somatic variants identified in primary fibroblasts, which suggests they contribute to tumor development or progression in the context of the patients' disease.

Gene→Variant (gene-first): 5294:3140 A>T 5290:c.3140 A>G 5290:c.3140 A>T 5290:p.H1047L 5290:p.H1047R

Genes: 5294 5290

Variants: 3140 A>T c.3140 A>G c.3140 A>T p.H1047L p.H1047R

[Paragraph-level] PMCID: PMC4411002 Section: RESULTS PassageIndex: 15

Evidence Type(s): Diagnostic

Justification: Diagnostic: The passage confirms the presence of the c.241 G>A [p.E81K] mutation in the biopsies of a patient, indicating its role in defining or confirming the disease in that individual.

Gene→Variant (gene-first): 5290:c.241 G>A 5290:p.E81K

Genes: 5290

Variants: c.241 G>A p.E81K

[Paragraph-level] PMCID: PMC4411002 Section: RESULTS PassageIndex: 12

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the identification of the c.241 G>A [p.E81K] mutation in a specific patient, indicating its association with the patient's condition and its absence in the patient's parents, which suggests its role in defining or confirming a disease. Oncogenic: The mention of the mutation being detected in various tissues of the patient, particularly in the context of a mutational analysis, implies its potential contribution to tumor development or progression.

Gene→Variant (gene-first): 5290:c.241 G>A 5290:p.E81K

Genes: 5290

Variants: c.241 G>A p.E81K

[Paragraph-level] PMCID: PMC12221223 Section: RESULTS PassageIndex: 3

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the identification of mutational profiles in melanoma, specifically mentioning that C>T transitions are characterized as cutaneous melanoma-defining features, which indicates a role in classifying or defining the disease. Oncogenic: The mention of C>T transitions as part of the mutational profile in melanoma suggests that these somatic variants contribute to tumor development or progression, particularly in the context of melanoma.

Gene→Variant (gene-first): 4763:C>T

Genes: 4763

Variants: C>T

[Paragraph-level] PMCID: PMC8077124 Section: ABSTRACT PassageIndex: 10

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The variant p.K656E is described as an activating and transforming mutation, indicating its role in tumor development or progression. Predictive: The variant p.V561M is mentioned as imparting resistance to FGFR inhibitors, suggesting its correlation with treatment response.

Gene→Variant (gene-first): 2260:p.K656E 2260:p.V561M

Genes: 2260

Variants: p.K656E p.V561M

[Paragraph-level] PMCID: PMC8077124 Section: ABSTRACT PassageIndex: 9

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the potential use of FGFR inhibitors in combination with other treatments, indicating a correlation with therapy response. Oncogenic: The mention of mutations in the context of a tumor suggests that the variants may contribute to tumor development or progression.

Gene→Variant (gene-first): 2260:p.K656E 2260:p.V561M

Genes: 2260

Variants: p.K656E p.V561M

[Paragraph-level] PMCID: PMC8077124 Section: ABSTRACT PassageIndex: 7

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The passage describes p.K656E as a known hotspot mutation that is activating and transforming, indicating its role in tumor development or progression. Predictive: The passage mentions that p.V561M is described as a gatekeeper mutation imparting resistance to FGFR inhibitors, which correlates with treatment response.

Gene→Variant (gene-first): 2260:p.K656E 2260:p.V561M

Genes: 2260

Variants: p.K656E p.V561M

[Paragraph-level] PMCID: PMC4741605 Section: RESULTS PassageIndex: 20

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of the patient to chemotherapy treatment and how the presence of the D835Y mutation correlates with the patient's relapse, indicating its potential role in therapeutic decisions. Oncogenic: The D835Y mutation is described as a mutation that contributes to the tumor's behavior, particularly in the context of the patient's relapse and the increase in the mutated clone's percentage.

Gene→Variant (gene-first): 2322:D835Y

Genes: 2322

Variants: D835Y

[Paragraph-level] PMCID: PMC4741605 Section: RESULTS PassageIndex: 19

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the resistance of the D835Y variant to conventional induction chemotherapy and indicates that the treatment successfully inhibited the D835Y mutated clone, suggesting a correlation with treatment response. Oncogenic: The D835Y variant is mentioned in the context of tumor progression and its behavior in response to treatment, indicating its role in tumor development or progression.

Gene→Variant (gene-first): 2322:D835Y

Genes: 2322

Variants: D835Y

[Paragraph-level] PMCID: PMC4741605 Section: RESULTS PassageIndex: 18

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage states that the mutations D839G and D835H are able to confer resistance to Sorafenib treatment, indicating a correlation between these variants and treatment response. Oncogenic: The presence of the D839G and D835H mutations is associated with the evolution of the FLT3 ITD+ clone and suggests a role in tumor development or progression, particularly in the context of acute myeloid leukemia (AML).

Gene→Variant (gene-first): 2322:D835H 2322:D839G

Genes: 2322

Variants: D835H D839G

[Paragraph-level] PMCID: PMC4741605 Section: RESULTS PassageIndex: 17

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the patient's response to the FLT3 inhibitor AC220-002, indicating that the presence of the D835Y and D839G variants may correlate with the patient's treatment response. Oncogenic: The D835Y and D839G variants are mentioned in the context of their abundance in the patient's sample, suggesting their potential role in tumor development or progression as part of the FLT3 mutation landscape.

Gene→Variant (gene-first): 2322:D835Y 2322:D839G

Genes: 2322

Variants: D835Y D839G

[Paragraph-level] PMCID: PMC9398166 Section: ABSTRACT PassageIndex: 2

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the G1202R and L1196M mutations are major resistance mechanisms to ALK inhibitors, indicating that these variants correlate with resistance to specific therapies. Oncogenic: The G1202R and L1196M mutations are described as resistance mechanisms that contribute to tumor progression, particularly in the context of ALK inhibitors, suggesting their role in oncogenesis.

Gene→Variant (gene-first): 238:G1202R 238:L1196M

Genes: 238

Variants: G1202R L1196M

[Paragraph-level] PMCID: PMC5820258 Section: RESULTS PassageIndex: 16

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses how the BRAFV600E variant correlates with venetoclax resistance, indicating a relationship between the variant and treatment response. Oncogenic: The passage describes the overexpression of the mutated BRAF (p.V600E) in a cell line, which is associated with increased resistance to venetoclax, suggesting that this somatic variant contributes to tumor progression.

Gene→Variant (gene-first): 673:BRAFV600E 673:p.V600E 7157:p.W110*

Genes: 673 7157

Variants: BRAFV600E p.V600E p.W110*

[Paragraph-level] PMCID: PMC5820258 Section: RESULTS PassageIndex: 14

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the SF3B1 mutations in the context of venetoclax exposure and resistance, indicating a correlation between these variants and treatment response. Oncogenic: The SF3B1 mutations are described as evolving during treatment and being selected for during venetoclax therapy, suggesting their role in tumor development or progression.

Gene→Variant (gene-first): 23451:c.1996A > C 23451:c.1997A > C 23451:p.K666Q 23451:p.K666T

Genes: 23451

Variants: c.1996A > C c.1997A > C p.K666Q p.K666T

[Paragraph-level] PMCID: PMC5820258 Section: RESULTS PassageIndex: 13

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the selection of specific mutations (including p.K601E and p.Q547fs) during venetoclax therapy, indicating a correlation with treatment response. Oncogenic: The mutations p.K601E and p.S321fs are described as contributing to tumor development, as they are retained in the clonal evolution of the cancer during relapse.

Gene→Variant (gene-first): 673:p.K601E 330:p.Q547fs 58508:p.S321fs

Genes: 673 330 58508

Variants: p.K601E p.Q547fs p.S321fs

[Paragraph-level] PMCID: PMC5820258 Section: RESULTS PassageIndex: 12

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the involvement of BTG1 mutations (p.E46K and p.Q36H) in the resistance to venetoclax treatment, indicating a correlation between these variants and treatment response. Oncogenic: The passage describes the BTG1 mutations as being involved in the clonal evolution towards therapy resistance, suggesting that these somatic variants contribute to tumor development or progression.

Gene→Variant (gene-first): 7157:p.E46K 694:p.Q36H

Genes: 7157 694

Variants: p.E46K p.Q36H

[Paragraph-level] PMCID: PMC5820258 Section: RESULTS PassageIndex: 10

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how damaging mutations in BTG1, including the p.Q36H and p.E46K variants, may provide a survival advantage to CLL cells under targeted BCL2-inhibition, indicating their contribution to tumor development or progression. Functional: The passage mentions that BTG1 has been shown to counteract cell proliferation, suggesting that the mutations may alter its molecular or biochemical function.

Gene→Variant (gene-first): 7157:p.E46K 694:p.Q36H

Genes: 7157 694

Variants: p.E46K p.Q36H

[Paragraph-level] PMCID: PMC5820258 Section: RESULTS PassageIndex: 8

Evidence Type(s): Oncogenic, Predictive

Justification: Oncogenic: The passage states that the BRAF (p.K601E) mutation was shown to be oncogenic and can be targeted by MEK inhibitors, indicating its role in tumor development or progression. Predictive: The mention of patients responding to venetoclax therapy, even with the presence of the BRAF mutation, suggests a correlation with treatment response, which aligns with predictive evidence.

Gene→Variant (gene-first): 673:p.K601E

Genes: 673

Variants: p.K601E

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 25

Evidence Type(s): Diagnostic, Oncogenic

Justification: Diagnostic: The passage discusses the association of the H1047R PIK3CA mutation with specific tumor subtypes, indicating its role in classifying or defining disease characteristics in human samples. Oncogenic: The H1047R PIK3CA mutation is mentioned in the context of tumor analysis, suggesting its contribution to tumor development or progression as it is examined alongside other mutations in cancer samples.

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

Genes: 5290

Variants: H1047R

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 22

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the co-expression of the HER2V777L variant contributes to tumorigenesis by amplifying signaling pathways, suggesting its role in tumor development.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 20

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 18

Evidence Type(s): Functional, Predictive

Justification: Functional: The passage discusses the phosphorylation levels of proteins in relation to the HER2V777L mutation, indicating that the variant alters molecular function, specifically in signaling pathways related to cancer. Predictive: The mention of increased phosphorylation of annexin A2 being associated with drug resistance suggests a correlation between the HER2V777L variant and resistance to therapy.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 17

Evidence Type(s): Functional, Oncogenic

Justification: Functional: The passage discusses how the HER2V777L variant enhances cell proliferation by altering the phosphorylation of key proteins involved in the cell cycle, indicating a change in molecular function. Oncogenic: The evidence suggests that the HER2V777L variant contributes to tumor development and progression by promoting aggressive growth in the transgenic mouse model.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 15

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage discusses the response of the WHIM51 PDX model to the drug combination of neratinib plus T-DXd, indicating that the G776insYVMA and V777L mutations correlate with a significant tumor regression in response to this therapy. Oncogenic: The G776insYVMA and V777L mutations are associated with tumor regression in the context of breast cancer, suggesting that these somatic variants contribute to tumor development or progression as evidenced by their behavior in the experimental model.

Gene→Variant (gene-first): 2064:G776insYVMA 2064:V777L

Genes: 2064

Variants: G776insYVMA V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 9

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses the HER2V777L mutation's role in metastatic breast cancer, indicating that it contributes to tumor development and progression, particularly in the context of lung metastasis observed in transgenic mice. Functional: The passage implies that the HER2V777L mutation alters the behavior of breast tumor cells, as evidenced by the invasive phenotype observed in vitro and the specific uptake of the NIR-trastuzumab imaging agent in tumor sites.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 8

Evidence Type(s): Oncogenic

Justification: Oncogenic: The mention of "Lung metastases in HER2V777L transgenic mice" suggests that the V777L variant contributes to tumor development or progression in a model organism, indicating its oncogenic potential.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 7

Evidence Type(s): Oncogenic, Functional

Justification: Oncogenic: The passage discusses how the combination of HP mutations, including HER2V777L, promotes cancer cell invasion and migration, indicating a role in tumor development or progression. Functional: The passage describes the effects of the HER2V777L variant on cellular migration and invasion, suggesting that it alters molecular or biochemical functions related to these processes.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 6

Evidence Type(s): None

Justification: Not enough information in this passage.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 3

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage describes the PIK3CA H1047R variant as a gain-of-function allele and activating mutation commonly found in human breast cancers, indicating its role in tumor development or progression.

Gene→Variant (gene-first): 5290:H1047R 2064:V777L

Genes: 5290 2064

Variants: H1047R V777L

[Paragraph-level] PMCID: PMC10527017 Section: RESULTS PassageIndex: 2

Evidence Type(s): Oncogenic

Justification: Oncogenic: The passage indicates that the HER2V777L variant is involved in tumor formation in mice, suggesting it contributes to tumor development or progression.

Gene→Variant (gene-first): 2064:V777L

Genes: 2064

Variants: V777L

[Paragraph-level] PMCID: PMC5792548 Section: ABSTRACT PassageIndex: 1

Evidence Type(s): Predictive, Diagnostic, Oncogenic

Justification: Predictive: The passage discusses the EGFR T790M mutation in the context of treatment response to osimeritinib and the development of resistance, indicating a correlation with therapy outcomes. Diagnostic: The passage states that the EGFR T790M mutation is used to identify patients with non-small cell lung cancer who are eligible for treatment with osimeritinib, thus classifying it as a diagnostic marker. Oncogenic: The EGFR T790M mutation is described as contributing to resistance in lung cancer, which implies its role in tumor progression and development.

Gene→Variant (gene-first): 1956:T790M

Genes: 1956

Variants: T790M

[Paragraph-level] PMCID: PMC7294133 Section: RESULTS PassageIndex: 16

Evidence Type(s): Predictive, Oncogenic

Justification: Predictive: The passage indicates that treatment with TK inhibitors has a positive effect on the phenotype induced by the EPHB4-V871I variant, suggesting a correlation with response to therapy. Oncogenic: The mention of the EPHB4-V871I variant inducing a phenotype in neuroblastoma (NB) cell lines implies that it contributes to tumor development or progression.

Gene→Variant (gene-first): 2050:V871I

Genes: 2050

Variants: V871I