eLife Assessment

Saijilafu et al. describe valuable findings suggesting that MLCK and MLCP bidirectionally regulate NMII phosphorylation ultimately impinging on axonal growth during regeneration in the central and peripheral nervous systems. Solid evidence is collected from culture and in vivo models, and through pharmacologic and genetic loss-of-function approaches. However, how MLCK and MLCP regulates NMII activity is not fully addressed or discussed. In sum, this knowledge is of potential interest for the field due to the relevance of identifying mechanistic details that regulate axonal regeneration

eLife Assessment

This study describes a useful technique to improve imaging depth using confocal microscopy for imaging large, cleared samples. The work is supported by solid findings and will be of broad interest to many microscopical researchers in different fields who want a cost effective way to image deep into samples.

eLife Assessment

This important study reports a novel function of ATG14 in preventing pyroptosis and inflammation in oviduct cells, thus allowing smooth transport of the early embryo to the uterus and implantation. The data supporting the main conclusion are convincing. This work will be of interest to reproductive biologists and physicians practicing reproductive medicine.

eLife Assessment

This study presents an important contribution to the understanding of neural speech tracking, demonstrating how minimal background noise can enhance the neural tracking of the amplitude-onset envelope. The evidence, through a well-designed series of EEG experiments, is convincing. This work will be of interest to auditory scientists, particularly those investigating biological markers of speech processing.

eLife Assessment

This fundamental study provides a comprehensive analysis of the EmrE efflux pump and the role of the C-terminal domain in preventing uncoupled proton leak in the absence of substrate. The evidence supporting the conclusions is solid, although incomplete analyses limit some of the conclusions.

eLife Assessment

This valuable descriptive manuscript builds on prior research showing that the elimination of Origin Recognition Complex (ORC) subunits does not halt DNA replication. The authors obtain solid data using various methods to genetically remove one or two ORC subunits from specific tissues and still observe replication. The replication appears to be primarily endoreduplication, indicating that ORC-independent replication may promote genome reduplication without mitosis. The mechanism behind this ORC-independent replication remains to be elucidated. The study and mutants described herein lay the groundwork for future research to explore how cells compensate for the absence of ORC and to develop functional approaches to investigate this process. The reviewers suggested the observations could be supported by additional experiments. This work will be of interest to those studying genome duplication and replication.

eLife Assessment

This valuable study reports the critical role of two cyclin-dependent kinases, CDK8 and CDK19, in spermatogenesis. The data presented are generally supportive of the main conclusion and are considered solid. This work may be of interest to reproductive biologists and physicians working on male fertility.

eLife Assessment

This manuscript presents a detailed characterization of male and female wildtype and Ctrp10 knockout mice, and reveals that knockout mice develop female-specific obesity that is largely uncoupled from metabolic dysfunction. The data are convincing, and the work will be an important contribution to understanding how obesity is coupled to metabolic dysfunction, and how this can occur in a sex-specific manner.

eLife Assessment

This paper provides a valuable contribution to our understanding of how adenosine acts as a signal of nutrient insufficiency and extends this idea to suggest that adenosine is released by metabolically active cells in proportion to the activity of methylation events. Convincing data supports this idea. The authors use metabolic tracing approaches to identify the biochemical pathways that contribute to the regulation of adenosine levels and the S-adenosylmethionine cycle in Drosophila larval hemocytes in response to wasp egg infection.

eLife Assessment

This is an important study that describes the development of optical biosensors for various Rab GTPases and explores the contributions of Rab10 and Rab4 to structural and functional plasticity at hippocampal synapses during glutamate uncaging. The evidence supporting the conclusions of the paper is solid, and several improvements were noted by the reviewers upon revision, although some persisting inconsistencies would benefit from further clarification.

eLife Assessment

This study presents important findings on the role of pyramidal cells driving vasoconstriction in brain arteries through a COX-2/PGE2 pathway, with additional contributions from NPY (interneurons) and 20-HETE (astrocytes). Optogenetic stimulation of cortical pyramidal neurons induces vasoconstriction, potentially leading to oxygen and nutrient undersupply in regions with sustained activation - a mechanism potentially relevant under pathological conditions. The authors provide convincing evidence from brain slice experiments and some in vivo data from anesthetized animals, carefully discussing the strengths and limitations of both approaches.

eLife Assessment

This study presents a useful demonstration that a specific protein fragment may induce the loss of synapses in Alzheimer's disease. The evidence supporting the data is solid but only partially supports the conclusion and would benefit from additional discussion indicated by the literature from reviewer #1. The application of the findings is limited because blocking the formation of the protein fragment has not benefited patients in several clinical trials.

eLife Assessment

NAD deficiency perturbs embryonic development resulting in multiple congenital malformations, collectively termed Congenital NAD Deficiency Disorder (CNDD). The authors report fundamental findings demonstrating that extra-embryonic visceral yolk sac endoderm is critical for NAD de novo synthesis during early organogenesis and perturbations of this pathway may underlie CNDD. The authors combine gene expression with metabolic assays to provide solid evidence of an essential role of the extra-embryonic visceral yolk sac in both mouse and human embryos.

eLife Assessment

This potentially valuable study presents claims of evidence for coordinated membrane potential oscillations in E. coli biofilms that can be linked to a putative K+ channel and that may serve to enhance photo-protection. The finding of waves of membrane potential would be of interest to a wide audience from molecular biology to microbiology and physical biology. Unfortunately, a major issue is that it is unclear whether the dye used can act as a Nernstian membrane potential dye in E. coli. The arguments of the authors, who largely ignore previously published contradictory evidence, are not adequate in that they do not engage with the fact that the dye behaves in their hands differently than in the hands of others. In addition, the lack of proper validation of the experimental method including key control experiments leaves the evidence incomplete.

eLife Assessment

This manuscript addresses the role of alpha oscillations in sensory gain control. The authors use an attention-cuing task in an initial EEG study followed by a separate MEG replication study to demonstrate that whilst (occipital) alpha oscillations are increased when anticipating an auditory target, so is visual responsiveness as assessed with frequency tagging. The authors propose their results demonstrate a general vigilance effect on sensory processing and offer a re-interpretation of the inhibitory role of the alpha rhythm. While these results are valuable, the provided evidence is incomplete.

eLife Assessment

This study presents a valuable finding on the importance of the plasma metabolome in glaucoma risk prediction. The authors have used the UK Biobank data to interrogate the association between plasma metabolites and glaucoma. The evidence supporting the claims of the authors is solid and the work offers insights into the design of protective therapeutic strategies for glaucoma.

eLife Assessment

This important study examines the neuronal mechanisms underlying visual perception of integrated face and body cues. The innovative paradigm, which employs monkey avatars in combination with electrophysiological recordings from fMRI-defined brain areas, is a compelling approach. These results should be of wide interest to system and cognitive neuroscientists, psychologists, and behavioural biologists working on visual and social cognition.

eLife Assessment

This study presents SegPore, a valuable new method for processing direct RNA nanopore sequencing data, which improves the segmentation of raw signals into individual bases and boosts the accuracy of modified base detection. The evidence presented to benchmark SegPore is solid and the authors provide a fully documented implementation of the method. If updated to process newer RNA nanopore sequencing data types, SegPore will be of great interest to researchers studying RNA modifications.

eLife Assessment

The study is a valuable contribution to the question of evolutionary shifts in neuronal proliferation patterns and the timing of developmental progressions. The authors present convincing data which confirm the presence of type-II NB lineages in beetle with the same molecular characteristics as the Drosophila counterparts but differing in lineage size and number. The data lay the foundation for future analysis of the role and molecular characteristics of individual lineages and of whether differences in the identity, proliferation pattern and timing of developmental progression can be linked to differences in the development of functionality of the central complex.

eLife Assessment

This important study employs an optogenetics approach aimed at activating oncogene (KRASG12V) expression in a single somatic cell, with a focus on following the progression of activated cell to examine tumourigenesis probabilities under altered tissue environments. Although the description of the methodologies applied is incomplete, the authors propose a mechanism whereby reactivation of re-programming factors correlates with the increased likelihood of a mutant cell undergoing malignant transformation. This work will be of interest to developmental and cancer biologists, especially in relation to the genetic tools described.

eLife Assessment

This study makes the important finding that pleiotropy is positively associated with parallelism of evolutionary responses in gene expression. This finding, if true, runs counter to current expectations in the field. The analysis uses state-of-the art experimental evolution approach to study the genetic basis of adaptation of Drosophila simulans to a hot environment. Although the experimental results are convincing, the theoretical model is incomplete, due to several unusual assumptions. It remains to be seen whether the main conclusion can be replicated in other contexts.

eLife Assessment

This study provides important findings that during credit assignment, the lateral orbitofrontal cortex (lOFC) and hippocampus (HC) encode causal choice representations, while the frontopolar cortex (FPl) mediates HC -lOFC interactions when the causality needs to be maintained over longer distractions. This research offers compelling evidence and employs sophisticated multivariate pattern analysis. However, while the task design captures the delayed component, it lacks the full complexity and ambiguity of the credit assignment process observed in real-world scenarios. Moreover, the data indicated that other frontal regions beyond just lOFC were involved in delayed credit assignment. This work will be of interest to cognitive and computational neuroscientists who work on value-based decision-making and fronto-hippocampal circuits.

eLife Assessment

This work attempts to demonstrate an ATP-independent non-canonical role of proteasomal component PA28y in the promotion of oral squamous cell carcinoma growth, migration, and invasion. Although the authors have addressed some concerns, uncertainties regarding the PA28g-C1QBP direct interaction still exist. The overall findings of the manuscript are useful, but the validation evidence is incomplete.

eLife Assessment

This valuable study leverages innovative high-dimensional imaging strategies to interrogate pancreatic immune cell profiles and distributions throughout stages of type 1 diabetes (T1D). Despite a notable limitation in the number of donor samples analyzed, the authors identify a series of intriguing "immune signatures" and histopathological features that collectively constitute a solid foundation for future investigations into immunological processes underpinning the pathogenesis of T1D. Accordingly, the work will be of considerable interest to the community of T1D researchers and clinicians.

eLife Assessment

The authors demonstrate the valuable discovery that human CD29+/CD56+ myogenic progenitors can differentiate into tendon through the TGFβ pathway, addressing mouse and human interspecies differences in regard to the potential of muscle stem cells. The in vivo transplantation experiments provide convincing evidence for the conclusion, as human CD29+/CD56+ myogenic progenitors contribute to tendon regeneration, resulting in functional recovery in mouse model. The authors' approach can be used for the development of cell therapy for tendon-injured patients.

eLife Assessment

This study presents a useful theoretical model of molecular evolution of multi-copy gene systems by extending the classic Haldane model and applies the model to explain the surprisingly rapid evolution of rRNA genes. Although the conceptual model is intuitive and provides a new perspective for contextualizing this problem, the model presented does not adequately consider plausible biological constraints on the molecular and genetic processes. The lack of such constraints in the model, along with technical issues in the data analysis, provide incomplete support for the conclusion that the genetic variation patterns of rRNA genes in mouse is compatible with neutral evolution.

eLife Assessment

This study presents a useful model of genetic drift by incorporating variance in reproductive success, aiming to address several apparent paradoxes in molecular evolution. However, some of the apparent paradoxes only arise in the most basic version of standard models and have been reconciled in more advanced models. Nonetheless, this paper offers intuitive explanations for these apparent paradoxes, by adopting a new perspective and solid modeling and analysis. More broadly, the proposed model provides an alternative framework to address puzzling observations in molecular evolution, which will be of interest to evolutionary and population geneticists.

eLife Assessment

This important study presents a method to visualize the location of the cell types discovered through single-cell RNA sequencing. The data allowed the authors to build spatial tissue atlases of the fly head and body, and to identify the location of previously unknown cell types. The data are convincing and appropriate, and the authors validate the methodology in line with the current state-of-the-art.

eLife Assessment

In this valuable study, Seidel et al. identify and characterize a novel subset of hepatocellular carcinoma patient-derived xenograft models defined by active Jagged 1-Notch2 signaling and a distinctive progenitor-like gene expression profile. Within the limitations of the PDX system they used, their methods are state-of-the-art, their data are strong and believable, and their conclusions are convincing. However, the ability to identify HCC patients that might respond is limited, and the mechanistic assessment downstream of JAG1/NOTCH2 is relatively descriptive. Some additional clarifications and experiments would strengthen the paper.

eLife Assessment

The manuscript contains important findings regarding inflammatory macrophage subsets that have theoretical and/or practical applications beyond the field of rheumatology. The authors demonstrate with convincing evidence the effects of PGE2 on TNF signaling in a well-written manuscript that features methods, data, and analyses in line with current state-of-the-art technologies. This work will be of broad interest to immunologists and cell biologists.

eLife Assessment

This important study presents novel data on variation in sperm whale communication, contributing to a richer understanding of the social transmission of vocal styles across neighbouring clans. The evidence is solid but could have been further improved with clarification of the specialized metrics and terminology used, particularly for comparisons to other taxa. This research will be of interest for bioacoustics and animal communication specialists, particularly those working on social learning and culture.

eLife Assessment

This important study compares the cortical projections to primary motor and sensory areas originating from the ipsilateral and contralateral hemispheres. Results show that, while there is substantial symmetry between the two hemispheres regarding the areas sending projections to these primary cortical areas, contra-hemispheric projections had more inputs from layer 6 neurons than ipsi-projecting ones. The evidence is convincing and the conclusions are supported by rigorous analyses.

eLife Assessment

This fundamental study highlights potential mechanisms underlying the sex-dependent bias in susceptibility to gut colonization by Methicillin-resistant Staphylococcus aureus (MRSA). The evidence supporting the conclusion is compelling. The work will interest biologists who study intestinal infection and immunity.

eLife Assessment

This important study uses reinforcement learning to study how turbulent odor stimuli should be processed to yield successful navigation. The authors find that there is an optimal memory length over which an agent should ignore blanks in the odor to discriminate whether the agent is still inside the plume or outside of it, complementing recent studies using recurrent neural networks and finite state controllers to identify optimal strategies for navigating a turbulent plume. The strength of evidence is compelling, presenting a novel approach to understanding optimal representations for navigation in stochastic sensory environments.

eLife Assessment

This important study identifies one way in which episodic heat exposure can result in negative changes in motivated and affective behaviors. This work positively expands the field of thermoregulation. The data were collected using a myriad of next-generation approaches, including extensive behavior testing, thermal monitoring, electrophysiology, circuit mapping, and manipulations. There is convincing evidence that neurons of the paraventricular thalamus change plastically over three weeks of episodic heat stimulation this affects behavioral outputs such as social interactions and anxiety-related behavior. Conclusions regarding the specificity of the POA-pPVT pathway compared to other inputs to the PVT in the control of observed effects would benefit from further validation. The study will be of interest to behavioral neuroscientists, climate/environmental biologists, and pre-clinical neuropsychiatrists.

eLife Assessment

The results from this study, which investigates the mechanisms necessary for initiating tissue invagination using a cellular Potts modelling approach, suggest that apical constriction is not sufficient to drive the process by itself. The study highlights how choices inherent to modelling - such as permitting straight or curved cell edges - may affect the outcome of simulations and, consequently, their biophysical interpretation. Despite incomplete evidence supporting their major claims due to a rather coarse-grained exploration of the model, this work is useful for biophysicists investigating complex tissue deformation through computational frameworks.

eLife Assessment

This important study combines single nucleus transcriptional profiling with spatial transcriptomics to identify and map heterogeneity among dopamine neurons in the mouse ventral midbrain. The compelling results separate dopamine neurons into three broad families that have unique (yet overlapping) spatial distribution within the ventral tegmental area and substantia nigra, and also identify population-specific changes in a LRRK2 mouse model of Parkinson's Disease. The creation of a public-facing app where the snRNA-seq data can be investigated by anyone is a major strength.

eLife Assessment

This important study reports numerous attempts to replicate reports on transgenerational inheritance of a learned behavior – pathogen avoidance – in C. elegans. While the authors observe parental effects that are limited to a single generation (also called intergenerational inheritance), the authors failed to find evidence for transmission over multiple generations, or transgenerational inheritance. The experiments presented are meticulously described, making for compelling evidence that in the authors' hands transgenerational inheritance cannot be observed. There remains the possibility that different assay setups explain the failure to reproduce previous observations, although the authors present data suggesting that details of the assay are not that important. There also remains the possibility that differences in culture conditions or lab environment explain the failure to reproduce previous observations, with updates to the paper having further reduced the probability that this applies here. Even if this were the case, it would imply that the original experimental paradigm was dependent on a very specific context. Given the prominence of the original reports of transgenerational inheritance, the present study is of broad interest to anyone studying genetics, epigenetics, or learned behavior.

[As also pointed out by the authors of this study, the authors of the original reports have provided a response on bioRxiv (DOI: https://doi.org/10.1101/2025.01.21.634111).]

eLife Assessment

This important and unique study proposes a framework to understand and predict generalization in visual perceptual learning in humans based on form invariants. Using behavioral experiments in humans and by training deep networks, the authors offer evidence that the presence of stable invariants in a task leads to faster learning. However, this interpretation is promising but counter-intuitive and incomplete, since there could be possible other confounds such as differing attentional demands that lead to differing patterns of generalization. It can be strengthened through additional experiments and by rejecting alternate explanations.

eLife Assessment

This is a valuable paper that might contribute new insight into the role of GABA in semantic memory, which is a significant question in higher cognition. However, the empirical support for the main claims is incomplete. These results, once further strengthened and more appropriately discussed, will be of interest to broad readers of the neuroscience and cognitive neuroscience community.

eLife Assessment

This valuable study investigates the immune system's role in pre-eclampsia. The authors map the immune cell landscape of the human placenta and find an increase in macrophages and Th17 cells in patients with pre-eclampsia. Following mouse studies, the authors suggest that the IGF1-IGF1R pathway might play a role in how macrophages influence T cells, potentially driving the pathology of pre-eclampsia. There is convincing evidence in this study that will be of interest to immunologists and developmental biologists.

eLife Assessment

This study makes the important claims that people track, specifically, the elasticity of control (rather than the more general parameter of controllability) and that control elasticity is specifically impaired in certain types of psychopathology. These claims will have implications for the fields of computational psychiatry and computational cognitive neuroscience. However the evidence for the claim that people infer control elasticity is incomplete, given that it is not clear that the task allows the elasticity construct to be distinguished from more general learning processes, the chosen models aren't well justified, and it is unclear that the findings generalize to tasks that aren't biased to find overestimates of elasticity. Moreover, the claim about psychopathology relies on an invalid interpretation of CCA; a more straightforward analysis of the correlation between the model parameters and the psychopathology measures would provide stronger evidence.

eLife Assessment

This valuable retrospective analysis identified three independent components of glucose dynamics - "value," "variability," and "autocorrelation" - which may be used in predicting coronary plaque vulnerability. The study is solid and of interest to a wide range of investigators in the medical field who are interested in the role of glycemia on cardiometabolic health. However, the generalizability of the results needs further confirmation through experimental and prospective validation.

eLife Assessment

The authors have demonstrated the use of adenine base editors delivered via adeno-associated viruses to introduce edits in the mitochondrial genome. The manuscript describes the methodology well, and the conclusions are convincingly supported by the results. The valuable results highlight the potential of these base editors to model mtDNA variations in somatic tissues in animal models.

eLife Assessment

This manuscript offers important insights into how polyphosphate (polyP) influences protein phase separation differently from DNA. The authors present compelling evidence that polyP distinguishes between protein conformational states, leading to diverse condensate behaviors. However, differences in charge density between polyP and DNA complicate direct comparisons, and the extent to which polyP-driven phase transitions reveal initial protein states remains unclear. Addressing these concerns would strengthen the manuscript's impact for researchers interested in biomolecular condensates, protein dynamics, and stress response mechanisms.

eLife Assessment

Shah and colleagues take advantage of the presence of maternal and somatic ribosomes in zebrafish and confirm their differential expression during development. The authors convincingly show that ribosomes previously found expressed during oogenesis are also expressed in primordial germ cells and that hybrid maternal and somatic ribosomes are formed during development. The question of ribosome heterogeneity, the expression and function of maternal versus somatically provided ribosomes are of broad interest and this fundamental work sets new directions for future functional studies of this interesting phenomenon.

eLife Assessment

The manuscript presents a useful analysis of the relationship between climate variables and malaria incidence, for local temperature and rainfall and the global climate driver of ENSO from 2008 to 2019 in a lowland region of East Africa, with wavelet analyses and linear regressions after time series decomposition. The paper is convincing albeit not novel in its application of wavelets to the analysis of this type of time series data for a vector-borne infection. It is less persuasive on what is learned about the role of climate variability (non-seasonal climate effects), and it is also unclear how the analysis informs climate change and malaria, and this motivation for the work is not warranted as it pertains to longer time scales than those considered. The work should be better placed in the context of what is known for malaria in East Africa and in different transmission settings.

eLife Assessment

This work derives a valuable general theory unifying theories of efficient information transmission in the brain with population homeostasis. The general theory provides an explanation for firing rate homeostasis at the level of neural clusters with firing rate heterogeneity within clusters. Applying this theory to the primary visual cortex, the authors present solid evidence that accounts for stimulus-specific and neuron-specific adaptation.

eLife Assessment

This fundamental study provides compelling evidence that TRPV4 plays a crucial role in mechanical sensing during cancer cell transition from non-invasive to invasive states, and offers novel insights into metastasis. By employing multiple experimental approaches, including pharmacological and genetic manipulation, as well as advanced imaging techniques, the authors demonstrate a strong correlation between TRPV4 dynamics, calcium homeostasis, and cell volume plasticity. The findings significantly enhance our understanding of mechanotransduction in cancer and present TRPV4 as a promising therapeutic target for inhibiting metastasis.

eLife Assessment

This important study explores the interplay between gene dosage and gene mutations in the evolution of antibiotic resistance. The authors provide compelling evidence connecting proteostasis with gene duplication during experimental evolution in a model system. This paper is likely to be of interest to researchers studying antibiotic resistance, proteostasis, and bacterial evolution.

eLife Assessment

This is an important study with solid evidence that multi-voxel fMRI activity patterns for threat-conditioned stimuli are altered by learning CS-US contingencies. The analyses are dense but mostly rigorous. The protocol is quite nuanced and complex, but the authors have done a fair job of explaining and presenting the results, and the results could be further improved by adjustment for multiple comparisons. The readability could be improved for an audience without highly-specialised knowledge of the field and the fMRI analytical approach.

eLife assessment

The study presents a useful computational analysis of how the ratio between excitatory and inhibitory neural numbers affects coding capacity. The authors show that increasing the proportion of inhibitory neurons (as observed in upper cortical layers compared to the input recipient layer 4) increases the dimensionality of neural activity and improves the encoding of time-varying stimuli. However, the evidence about the role of the inhibitory population in coding is incomplete because numerical results are neither supported by analytical mathematical results nor include controls for changes in firing thresholds or subtypes of inhibitory neurons.

eLife Assessment

This study presents a useful pipeline for de novo design of antimicrobial peptides active both against bacteria and viruses. The method is based on deep learning, using a GAN generator and a regression tasked to predict antimicrobial activity. The experimental evidence supporting the conclusions is solid, with 24 validated peptides, although some additional justifications of the computational strategy would be a plus. This work will be of interest to the community working on machine learning for biomedical applications and specifically on antimicrobial peptides.

eLife Assessment

This study is important, and the findings add substantially to the evidence base regarding CCR5 antagonist drugs for neuroprotection and stroke management. The authors adhered to the expected systematic review and meta-analysis standards, and the presented evidence is convincing.

eLife Assessment

This manuscript provides valuable mechanistic insight into NSCLC progression, both in terms of tumour metastasis and the development of chemoresistance. The authors draw upon a range of techniques and assays and the evidence shown is solid and has been strengthened by incorporation of suggestions by the two reviewers. The work presented will be of interest to cancer biologists and more broadly to those interested in NSCLC translational studies.

eLife Assessment

This important study of artificial selection in microbial communities shows that the possibility of selecting a desired fraction of slow and fast-growing types is impacted by their initial fractions. The evidence, which relies on mathematical analysis and simulations of a stochastic model, is compelling. It highlights the tension between selection at the strain and the community level. This study should be of interest to researchers interested in ecology, both theoretical and experimental.

eLife Assessment

This valuable study addresses a central question in systems neuroscience (validation of active inference models of exploration) using a combination of behaviour, neuroimaging, and modelling. The data provided offers solid evidence that humans do perceive, choose and learn in a manner consistent with the essential ingredients of active inference, and that quantities that correlate with relevant parameters of this active inference scheme are encoded in different regions of the brain.

eLife Assessment

In this important study, Li and others identified cell membrane receptors for juvenile hormone (JH), a terpenoid hormone in insects that regulates their development and reproduction. While intracellular receptors for JH are well characterized, membrane receptors for JH have remained elusive for many years. The authors provide convincing evidence indicating that two receptor tyrosine kinases (RTKs), CAD96CA and FGFR1, modulate the genomic effects of JH by phosphorylating the intracellular receptors in the cotton bollworm, Helicoverpa armigera. Although differential functions of the two RTKs and potential effects of the other endogenous ligands of these RTKs on JH signaling remain unclear, this study lays a foundation for future studies.

eLife Assessment

In this valuable study, Li and others identified cell membrane receptors for juvenile hormone (JH), a terpenoid hormone in insects important for their development and reproduction. While intracellular receptors for JH have been well characterized, membrane receptors for JH remained elusive for many years. Although the authors provide solid evidence to indicate that the receptor tyrosine kinases they identified bind to JH in vitro and induce non-genomic responses in cultured cells, their loss-of-function phenotypes are not consistent with known JH functions, so additional work is required to define physiological roles of these receptors.

eLife Assessment

This is a fundamental body of work reporting anatomical, molecular, and functional mapping of the central complex in Drosophila. There were a few concerns of a minor nature, and all were addressed by the authors. The tools generated and the findings, which include characterization of neuromodulators used by different cells, will undoubtedly serve as a foundation for future studies of this brain region. The data are compelling and likely to have a major impact.

> for - addiction model - Marc Lewis - addiction diagram

> summary - Marc gives a good summary of everything - prefrontal cortex in control of judgment - striatum in charge of - attraction - desire - craving - midbrain - dopamine system - dopamine goes to the striatum and sets up localized feedback cycle so crave more - then the striatum becomes hyperactivated in the presence of cues - then you get that mechanism of now appeal - that narrowing of attraction to the immediate reward and - the loss of everything else - the other stuff falls off the radar - then the connection between - the prefrontal cortex and - the striatum starts to become compromised - resulting in ego fatigue - The prefrontal cortex simply becomes less effective at control

eLife Assessment

This important study challenges conventional life-history theory by demonstrating that reproductive-survival trade-offs are minimal in birds, except when reproductive effort is experimentally exaggerated. The evidence is solid, drawing from a meta-analysis of over 30 bird species, and effectively separates the effects of individual quality from reproductive costs. The findings will be of broad interest to evolutionary biologists and ecologists studying life-history trade-offs and reproductive strategies.

eLife Assessment

This important study presents a transcriptomic analysis of enterochromaffin cells in the intestine. The evidence supporting the authors' claims is solid, although the functional analysis is focused on the Piezo2-expressing subset in the colon. The work will be of interest to biologists working on intestinal mucosal biology.

eLife Assessment

This study combines mathematical models and experimental data to analyse the emergence of heterogeneity within clonal NK cell responses during antigen-specific cell expansion. Although it comprises different experimental data and tests different theoretical hypotheses, the main claims remain incomplete and would benefit from the consideration of several previous findings about clonal immune responses and corresponding mathematical approaches. The study presents valuable findings with the potential to provide key insights about NK cell development if proposed claims could be confirmed by additional analyses.

eLife Assessment

The study by Ma et al. provides fundamental findings and compelling evidence that Pyrotinib after trastuzumab-based adjuvant therapy in patients with HER2-positive breast cancer (PERSIST): A multicenter phase II trial. The findings enhance the understanding of HER2-positive breast cancer. The claims are fully supported by the types of experiments that were performed.

eLife Assessment

Through cellular, developmental, and physiological analysis, this valuable study identifies a gene that regulates the relative growth of roots and shoots under salt stress. The holistic approach taken provides convincing evidence that this member of a larger tandemly duplicated gene family together with an upstream regulator contributes to salt tolerance. The manuscript will be of interest to plant biologists studying mechanisms of abiotic stress tolerance and gene family evolution.

eLife Assessment

The study conducted by Fang et al. offers significant and fundamental insights, notably enhancing our understanding of angiogenesis. While some of the claims are supported by convincing experimental approaches, others lack sufficient validation. Additionally, there are instances where critical experimental controls appear to be absent.

eLife Assessment

This important study is an advancement towards the understanding of animal nervous system organization and evolution by providing an exceptional, high-quality and detailed description of the entire connectome of the 3-day larva of the marine annelid Platynereis dumerilii. It provides a wealth of data on cell type diversity and the modules that interconnect them. Its strength is the massive amount of high-quality data, although this is also partly a weakness as it can make the work difficult to read and digest scientifically. This work lays the foundations for studies on cell type diversity, segmental vs. intersegmental connectivity, and mushroom bodies, but will certainly also be of use to scientists interested in other nervous systems parts, their functions, and evolution.

eLife Assessment

This study presents an important methodological advance to improve the sensitivity of PCR for detecting Trypanosoma cruzi in blood, combining DNA fragmentation, deep sampling, and blood cell pellet analysis. The findings offer solid evidence of enhanced detection sensitivity and shed light on parasite load dynamics during chronic infection in mammalian reservoirs. The evidence is sound for macaques and the method shows promise in expanding detection limits, but there is some variability in the limits of detection and small sample size of human samples. This work will be of interest to parasitologists, epidemiologists, and clinicians using molecular diagnostics to monitor responses to etiological treatments for Chagas disease.

eLife Assessment

This important study suggests that the composition of the extracellular matrix in a mouse model of liver fibrosis changes depending on the cause of liver fibrosis. The data could be used as a foundation for future antifibrotic therapies. The strength of evidence is convincing with respect to the use of animal models and proteomic analysis. The study provides a helpful inventory of proteins up or down-regulated.

eLife Assessment

This valuable study suggests that capsaicin nanoparticle administration in rats activates the transcription factor Nrf2 by directly binding to its repressor, KEAP1, leading to the induction of cytoprotective genes and preventing alcohol-induced gastric damage, offering a potential avenue for treating alcoholism-related gastric disorders. Although improvements were made following the first revision, the evidence supporting capsaicin as an Nrf2 activator remains incomplete, as some methodological aspects still require revision and the interpretation of key data needs further clarification.

eLife Assessment

This fundamental study reports the effects of the psychedelic drug psilocin on iPSC-derived human cortical neurons, analyzing different aspects of structural and functional neuronal plasticity. The evidence is convincing, integrating a comprehensive characterization of 5-HT2A expression and its subcellular distribution upon treatment with psilocin at different time points. The study supports the value of using iPSC-derived human cortical neurons for testing the potentially translational effects of psilocin and other psychedelic-related compounds.

eLife Assessment

The authors aimed to quantify feral pig interactions in eastern Australia to inform disease transmission networks. They used GPS tracking data from 146 feral pigs across multiple locations to construct proximity-based social networks and analyze contact rates within and between pig social units. This fundamental study shows that targeting adult males in feral pig control programs could help global efforts to contain disease. The methods are compelling and the paper should be of interest to the fields of veterinary medicine, public health, and epidemiology.

eLife Assessment

This is an important study demonstrating that anosmia in Parkinson's disease patients is due to dysfunction in cholinergic neurons. This study provides compelling evidence, using scRNA sequencing, that cholinergic olfactory projection neurons (OPN) are consistently affected in five different fruit fly models of Parkinson's disease, exhibiting synaptic dysfunction before the onset of motor deficits. Comparisons with scRNA sequencing of patients' human brain samples reveals similar synaptic gene deregulation in cholinergic neurons of patients. This study points the possibility that targeting cholinergic neurons could be a potential avenue for early diagnosis and intervention in PD.

eLife Assessment

This study provides important findings on the nature of eye movement choices by human subjects. The study uses a novel approach and provides relatively clear and convincing results of the relationship between pupil size and saccade production. The results should be of interest to a broad audience interested in sensorimotor integration and sensory-guided decision-making.

eLife Assessment

This manuscript presents valuable findings showing that rapamycin directly activates the cool-sensing ion channel, TRPM8, acting through a different binding site than other small-molecule cooling agents such as menthol. The use of Ca2+-imaging, electrophysiology, and computational biology provides solid evidence to support the finding. The authors also present a novel NMR-based method to help identify details of the binding site interactions. In this revised version, some analysis and the presentation have been corrected and improved. Their findings provide insights into TRP channel pharmacology and may indicate previously unknown physiological effects or therapeutic mechanisms of the immunosuppressant, rapamycin.

eLife Assessment

This important study by Liu et al. presents a comprehensive structure-function analysis of the presynaptic protein UNC-13, leading to new insights into how its distinct domains control neurotransmitter release. The methods, data, and analyses are convincing, and the genetic and electrophysiological approaches support many of their conclusions. The work will be of interest to neuroscientists studying synaptic transmission, as it provides a foundation for future mechanistic studies of Munc13/UNC-13 family proteins.

eLife Assessment

This important study uses advanced computational methods to elucidate how environmental dielectric properties influence the interaction strengths of tyrosine and phenylalanine in biomolecular condensates. The evidence supporting the claims of the authors is solid, as the simulations are performed rigorously providing mechanistic insights into the origin of the differences between the two aromatic amino acids considered. This study will be of broad interest to researchers studying biomolecular phase separation.

eLife Assessment

This study presents important methodologies for repeated brain ultrasound localization microscopy (ULM) in awake mice and a set of results indicating that wakefulness reduces vascularity and blood flow velocity. The data supporting these findings are solid. This study is relevant for scientists investigating vascular physiology in the brain.

eLife Assessment

This valuable paper explores the idea that transient modulations of neural gain promote switches between distinct perceptual interpretations of ambiguous stimuli. The authors provide solid evidence for this idea by pupillometry (an indirect proxy of neuromodulatory activity), fMRI, neural network modeling, and dynamical systems analyses. The highly integrative nature of this approach is rare in the field.

eLife Assessment

This useful study aimed to examine the relationship of spatial frequency selectivity of single macaque inferotemporal (IT) neurons to category selectivity. Interesting findings in this report suggest a shift in preferred spatial frequency during the response, from low to high spatial frequencies. This agrees with a coarse-to-fine processing strategy, which is in line with multiple studies in the early visual cortex. Some of the findings were difficult to evaluate because the methods are incomplete. The conclusion that single-unit spatial frequency selectivity can predict object coding requires further evidence to confirm.

eLife Assessment

This important study identifies species- and sex-specific neuronal cell types and gene expression in the preoptic area (POA) to help understand the evolutionary divergence of social behaviors. The evidence from single-nucleus RNA sequencing and immunostaining is compelling and suggests that cellular differences in the POA may contribute to behavioral variations such as mating and parental care that are apparent in two closely related deer mouse species. These rich observations provide an entry point for future hypothesis-driven experiments to demonstrate a causal role for these populations in sex- or species-variable behaviors in vertebrates. These data will be a resource that is of value to behavioral neuroscientists.

eLife Assessment

This is a valuable study, tackling the long-standing issue of the difficulty in imaging the inferior olive and addressing the most relevant questions with a rigorous approach. The technological advance allowed the authors to generate solid experimental evidence with high-quality data. The results are presented clearly and the analyses are rigorous.

eLife Assessment

This useful study presents findings on the developmental roles of Nup107, a key nucleoporin, in regulating the larval-to-pupal transition in Drosophila melanogaster through its involvement in ecdysone signaling. The evidence supporting the authors' claims is solid, with robust experimental approaches including RNAi knockdown and rescue experiments. The findings highlight Nup107's function in regulating ecdysone biosynthesis, specifically through the regulation of EcR levels and Halloween genes expression in the prothoracic gland; additionally, rescue experiments suggest that the RTK PTTH/Torso signaling pathway is disrupted upon Nup107 depletion, further emphasizing its role in ecdysone regulation. However, finding a mechanism, addressing potential off-target effects of RNAi, and exploring alternative mutant models would strengthen the findings as the currently proposed mechanism is not fully supported by the data.

eLife Assessment

This is a valuable study that explores the function of CCP5 in mouse ependymal cells. The methods, data, and analyses broadly support the claims. However, the study is incomplete as it stands. Minor weaknesses remain and the authors may wish to address them.

eLife Assessment

This study investigates trial-by-trial inter-areal interactions in the visual cortex of the mouse and the monkey by analyzing two previously published datasets. The authors find that activity in one layer (in mice) or one area (in monkeys) can partially predict neural activity in another layer or area on the single-trial level in different experimental contexts. This valuable finding expands previously known contributions of stimulus-independent downstream activity to neural responses in the visual cortex by demonstrating how these change under varying visual stimuli as well as in the absence of visual stimulation. While the methodology is solid, the analysis for the monkey data is incomplete and would benefit from including a second animal.

eLife Assessment

This important study offers a molecular characterization of neurons and glia in the adult nervous system of the fruit fly Drosophila melanogaster. The study focuses on the progeny of a specific set of neural stem cells, called Type II neuroblasts that contribute to the central complex, a conserved brain region that plays key roles in sensorimotor integration. The data are convincing and collected using validated methodology, generating an invaluable resource for future studies. The study will be of interest to developmental neurobiologists.

eLife Assessment

The paper addresses the question of gene epistasis and asks what is the correct null model for which we should declare no epistasis. By reanalyzing synthetic gene array datasets regarding single and double-knockout yeast mutants, and considering two theoretical models of cell growth, the authors reach the valuable conclusion that the product function is a good null model. The analysis is still incomplete, as some assumptions and hypotheses are not fully justified. However, once verified, the results have the potential to be of value to the field of gene epistasis.

eLife Assessment

This study presents a valuable finding of novel markers that may potentially identify resident tendon stem/progenitor cells (TSPCs). The study also presents a comprehensive single-cell transcriptional dataset that will be of value to the field. The evidence supporting the identification of novel markers of a TSPC is incomplete, requiring clarification of current analyses, additional analyses between ages, and additional validation experiments to demonstrate that these markers are indeed specific and these cells are indeed TSPCs. This work will be of interest to biologists and engineers focused on tendons and ligaments.

eLife Assessment

This manuscript presents an interesting new framework (VARX) for simultaneously quantifying effective connectivity in brain activity during sensory stimulation and how that brain activity is being driven by that sensory stimulation. The reviewers thought the model was original and its conclusion that intrinsic connectivity is largely unaltered during sensory stimulation is very interesting, but that future use of the model could potentially be affected by false positive conclusions. Overall, this work is important with solid evidence for its conclusions - it will be of interest to neuroscientists working on brain connectivity and dynamics.

eLife Assessment

This study presents useful findings on the differences between male and hermaphrodite C. elegans connectomes and how they may result in changes in locomotory behavioural outputs. However, the study appears incomplete with respect to the relationship between sex-specific AVA wiring and male mate-finding. Another area of concern is that the analysis does not consider animal-to-animal variability in the wiring when attempting to identify significant differences between the male and hermaphrodite.

eLife Assessment

This study reports that activation of TFEB promotes lysosomal exocytosis and clearance of cholesterol from lysosomes, the strength of evidence for which is convincing with appropriate and validated methodology in line with current state-of-the-art. The significance of the findings is important in the context of Niemann-Pick Disease Type C as well as other subfields.

eLife Assessment

This revision of important work is a versatile addition to the chemical protein modifications and bioconjugation toolbox in synthetic biology. The technology developed cleverly uses Connectase to irreversibly fuse proteins of interest together so they can be studied in their native context, with compelling well-controlled data showing the technique works for various protein partners. This work will help multiple fields to explore multi-function constructs in basic synthetic biology. This work will also be of interest to those studying fusion oncoproteins commonly expressed in various human pathologies.

eLife Assessment

This manuscript addresses a mechanism by which dopamine (DA) regulates synaptic plasticity. The authors build upon their previous finding that DA applied after a timing pattern that ordinarily induces long-term depression (LTD) now induces long-term potentiation (LTP). The new findings that this "DA-dependent LTP" involves de novo protein synthesis, a cyclicAMP signalling pathway, and calcium-permeable AMPA receptors (CP-AMPARs) are of valuable significance. The conclusions are convincing and largely supported by the evidence provided.

eLife Assessment

Birdsong production depends on precise neural sequences in a vocal motor nucleus HVC. In this useful biophysical model, Daou and colleagues identify specific biophysical parameters that result in sparse neural sequences observed in vivo. While the model is presently incomplete because it is overfit to produce sequences and therefore not robust to real biological variation, the model has the potential to address some outstanding issues in HVC function.

eLife Assessment

This manuscript presents important findings on how structural color can be manipulated through a specific single-gene mutation in the motile bacterium Flavobacterium IR1. It provides a promising model to identify genes and molecular mechanisms supporting this widespread optical phenomenon. The story relies on convincing data with proteomic analysis and well-designed experiments, although it remains rather descriptive. This work will be of interest to biophysicists and microbiologists working on structural colors and Flavobacterium.

eLife Assessment

This fundamental research conducted a molecular comparison between smooth muscle cells and adjacent fibroblast cells within lung blood vessels affected by pulmonary arterial hypertension. The study identified distinct disease-related states in each cell type and provided deeper insights into their interactions and communication. While certain conclusions should be interpreted with caution due to inherent methodological limitations, the study's findings remain convincing and robust. This is supported by the use of advanced and complementary techniques, as well as the rare isolation of diseased lung blood vessel cells from the same donor, enabling direct comparison.

eLife Assessment

The paper presents a valuable theoretical treatment of the role of passage of time in optimal decision strategies in pursuit based tasks. The computational evidence and methodologies employed are novel, and the authors offer solid evidence for the majority of the claims.

eLife Assessment

This useful study by Gao et al identifies Hspa2 as a heterogeneous transcript in the early embryo and proposes a plausible mechanism showing interactions with Carm1. The authors propose that variability in HSPA2 levels among blastomeres at the 4-cell stage skews their relative contribution to the embryonic lineage. Given only 4 other heterogeneous transcripts/non-coding RNA have been proposed to act similarly at or before the 4-cell stage, this would be a key addition to our understanding of how the first cell fate decision is made. While this is a solid study, further data are needed to fully support the conclusions.

eLife Assessment

This important work addresses the relationship between the transdiagnostic compulsivity dimension and confidence as well as confidence-related behaviours like reminder setting. The relationship between confidence and compulsive disorders has recently received a lot of attention and has been considered to be a key cognitive change. The authors paired an elegant experimental design and pre-registration to give convincing evidence of the relationship between compulsivity, reminder setting, and confidence. In the revised version they thoroughly addressed the reviewer's comments, in particular adding new analyses clarifying how their findings relate to prediction error based learning as well as presenting additional recovery analyses and psychometric curves further strengthening the manuscript.

eLife Assessment

You et al. present an important study that applied a high-resolution transposon-based barcoding system to show the clonal contribution of hematopoietic stem and progenitor cells during aging, after 5-FU treatment, and upon transplantation. The results are convincing and show that there are different categories of multipotent progenitors that are either active or indolent, and that long-term fates are dominated by clones that either favor differentiation or self-renewal. This study will be of broad interest to stem-cell biologists and could reach an even wider audience with a clearer and more concise presentation and discussion of the results.

eLife Assessment

This study reports important advances in understanding how pyrazinamide, a first-line antibiotic for tuberculosis treatment, is effective in vivo. The experimental design and data provide solid evidence that the production of reactive oxygen species by host cells contributes to how pyrazinamide is more potent in the host than in culture conditions; however, additional experiments and controls would strengthen these conclusions. This work is of interest to the antibiotic drug development field.

eLife Assessment

This study demonstrated that the conditional knockout of afadin disrupts retinal laminar organization and reduced number of photoreceptors while preserving some of the structure and light responsiveness of retinal ganglion cells. These findings are solid and useful for understanding afadin's role in retinal cell generation, lamination, and functional organization. However, the study provides limited new insights into the relationship between retinal lamination defects and overall retinal function.

eLife Assessment

This useful study integrates experimental methods from materials science with psychophysical methods to investigate how frictional stabilities influence tactile surface discrimination. The authors argue that force fluctuations arising from transitions between frictional sliding conditions facilitate the discrimination of surfaces with similar friction coefficients. However, the reliance on friction data obtained from an artificial finger, together with the ambiguous correlative analyses relating these measurements to human psychophysics, renders the findings incomplete.

eLife Assessment

This valuable study offers insights into the role of Leiomodin-1 (LMOD1) in muscle stem cell biology, advancing our understanding of myogenic differentiation and indicating LMOD1 as a regulator of muscle regeneration, aging, and exercise adaptation. The integration of in vitro and in vivo approaches, complemented by proteomic and imaging methodologies, is solid. However, certain aspects require further attention to improve the clarity, impact, and overall significance of the work, particularly in substantiating the in vivo relevance. This work will provide a starting point that will be of value to medical biologists and biochemists working on LMOD and its variants in muscle biology.

eLife Assessment

ProtSSN is a valuable approach that generates protein embeddings by integrating sequence and structural information, demonstrating improved prediction of mutation effects on thermostability compared to competing models. The evidence supporting the authors' claims is compelling, with well-executed comparisons. This work will be of particular interest to researchers in bioinformatics and structural biology, especially those focused on protein function and stability.

eLife Assessment

This study presents a valuable theoretical exploration on the electrophysiological mechanisms of ionic currents via gap junctions in hippocampal CA1 pyramidal-cell models, and their potential contribution to local field potentials (LFPs) that is different from the contribution of chemical synapses. The biophysical argument regarding electric dipoles appears solid, but the evidence would be stronger if their predictions are tested against experiments. A shortage of model validation and strictly comparable parameters used in the comparisons between chemical vs. junctional inputs makes the modeling approach incomplete; once strengthened, the finding can be of broad interest to electrophysiologists, who often make recordings from regions of neurons interconnected with gap junctions.

eLife Assessment

This study describes the impact of mycobacterial genetic diversity on host-infection phenotypes by assessing the effect of different M. tuberculosis lineages on granulomatous inflammation using a 3D in vitro granuloma model. Despite being descriptive and showing mostly correlative relationships, the findings are useful and provide some solid support regarding the functional impact of M. tuberculosis's natural diversity on host-pathogen interactions. The study will interest researchers working on mycobacteria and motivate future studies to understand how genetic diversity influences virulence and immunity outcomes.

eLife Assessment

The study by Chen and Phillips provides evidence for a dynamic switch in the small RNA repertoire of the Argonaute protein NRDE-3 during embryogenesis in C. elegans. The work is supported by convincing experimental data, shedding light on RNA regulation during development. While the functional relevance of this process warrants further investigation, this study provides valuable insights into small RNA pathways with broader implications for developmental biology and gene regulation in other systems.

eLife Assessment

This useful study presents findings on the efficacy and mechanisms of linalool protection against Saprolegnia parasitica oomycetes in the grass carp model. The evidence presented is solid since the methods, data and analyses broadly support the claims with only minor weaknesses. This work will be of great interest to scientists within the fields of aquaculture, ichthyology, microbiology, and drug discovery.

eLife Assessment

This useful study uses a model of Streptococcus suis (a pig pathogen) infection in mice using an intranasal route, the natural route of infection ignored in most of the literature. The study aims to understand how capsular polysaccharides (CPS) contribute to neuropathology and virulence. The findings suggest that the olfactory route may lead to meningitis before bacteremia occurs and that CPS down-regulation may play a role in this process. However, the study remains incomplete as presented.

eLife Assessment

This valuable study reports the link between a disruption in testicular mineral (phosphate) homeostasis, FGF23 expression, and Sertoli cell dysfunction. The data supporting the conclusion are solid. This work will be of interest to biomedical researchers working on testis biology and male infertility. The assessment is based on the editors' critical evaluation of the authors' responses.

eLife Assessment

This study investigates a dietary intervention that employs a smartphone app to promote meal regularity, findings that have theoretical or practical implications for a subfield and may be clinically useful. The intervention to entice participants to adhere to specific meal times represents a restrictive diet (even though it does not ask to limit caloric intake) similar to a time-restricted feeding diet, while the control subjects are not experiencing or adhering to dietary restrictions. The authors report significant weight loss but did not rigorously assess caloric intake which remains a weakness of this study as food diaries are notoriously unreliable. While the concept is very interesting, the study is considered incomplete, and the rigor of the results should be strengthened in follow-up studies to add more stringent methods to assess caloric intake. Additionally, the study hypothesizes that the intervention resets the circadian clock. However, the study needs an objective method for assessing circadian rhythms, such as actigraphy, in addition to a subjective questionnaire.

eLife Assessment

This study provides a comprehensive exploration of the role of IL-1β signaling during development of lung injury induced by a combination of underlying inflammation and mechanical ventilation. The data are convincing, and while the translatability of the findings related to therapeutic hypothermia may be somewhat complicated, they have the potential to be very valuable to the field.

eLife Assessment

This study highlights ITCH as a regulator of SARS-CoV-2 replication by promoting K63-linked ubiquitination of M and E proteins. While the findings are potentially useful, the approaches are overly reliant on ectopic expression models and lack direct mechanistic evidence that ubiquitination of M and E has functional relevance. Accordingly, the strength of evidence is incomplete, as further experiments are needed to validate the findings and address potential confounding factors.

eLife Assessment

NCX1 is an important cardiac Ca2+/Na+ exchanger whose activity is tightly regulated. This manuscript describes the structural basis of activation by the lipid PIP2 and inhibition by binding of a small molecule to NCX1. These results provide key insights into NCX1 regulation and cellular Ca2+ signaling, but the evidence presented is still incomplete.

eLife Assessment

This valuable paper reports machine learning-based image analysis pipelines for the automated segmentation of micronuclei and the detection and sorting of micronuclei-containing cells. These are powerful new tools for researchers who study micronuclei and their physiologic consequences. The analysis of the new tools and their benchmarking is rigorous and convincing; applications and remaining limitations are well explained in the paper.