Evidence map›Paper›PMID 41706139›Full record

ArticleToxicological sciences : an official journal of the Society of Toxicology2026

Natural variation suggests candidate genes underlying Caenorhabditis elegans susceptibility to diverse toxicants.

Timothy A Crombie, Ryan Mckeown, Samuel J Widmayer, Amanda O Shaver, Nicolas D Moya, J B Collins, Janneke Wit, Robyn E Tanny, Christian Braendle, Lewis Stevens and 5 more

Abstract read
In one paragraph

Article in Toxicological sciences : an official journal of the Society of Toxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

15 authors.

Timothy A CrombieDepartment of Biomedical Engineering and Science, Florida Institute of Technology, Melbourne, FL, 32901, United States.ORCID 0000-0002-5645-4154
Ryan MckeownMolecular Biosciences, Northwestern University, Evanston, IL, 60208, United States.ORCID 0000-0003-3570-2494
Samuel J WidmayerMolecular Biosciences, Northwestern University, Evanston, IL, 60208, United States.ORCID 0000-0002-1200-4768
Amanda O ShaverDepartment of Biology, Johns Hopkins University, Baltimore, MD, 21218, United States.ORCID 0000-0002-2910-1505
Nicolas D MoyaDepartment of Biology, Johns Hopkins University, Baltimore, MD, 21218, United States.ORCID 0000-0002-6817-1784
J B CollinsDepartment of Biology, Johns Hopkins University, Baltimore, MD, 21218, United States.ORCID 0000-0003-0808-5216
Janneke WitMolecular Biosciences, Northwestern University, Evanston, IL, 60208, United States.ORCID 0000-0002-3116-744X
Robyn E TannyDepartment of Biology, Johns Hopkins University, Baltimore, MD, 21218, United States.ORCID 0000-0002-0611-3909
Christian BraendleUniversité Côte d'Azur, CNRS, Inserm, IBV, Nice, 06100, France.ORCID 0000-0003-0203-4581
Lewis StevensWellcome Sanger Institute, Tree of Life, Wellcome Genome Campus, Cambridge, CB10 1SA, United Kingdom.ORCID 0000-0002-6075-8273
Lisa Van SluijsLaboratory of Nematology, Wageningen University & Research, Wageningen, the Netherlands.ORCID 0000-0002-4692-0844
Matthew V RockmanDepartment of Biology and Center for Genomics & Systems Biology, New York University, New York, NY, 10003, United States.ORCID 0000-0001-6492-8906
Mark G SterkenLaboratory of Nematology, Wageningen University & Research, Wageningen, the Netherlands.ORCID 0000-0001-7119-6213
Marie-Anne FélixInstitut de Biologie de l'École Normale Supérieure, CNRS, Paris, France.ORCID 0009-0007-6545-6446
Erik C AndersenDepartment of Biology, Johns Hopkins University, Baltimore, MD, 21218, United States.ORCID 0000-0003-0229-9651

Funding

Developing Capacity to Evaluate Training Programs via Development of Human, Institutional and Social CapitalT32GM008449 · NIGMS · NORTHWESTERN UNIVERSITY · PI LEONARD, JOSHUA NATHANIEL · 1993 to 2023
$7.8M
Discovery of conserved molecular mechanisms underlying population-wide variation in toxin responsesR01ES029930 · NIEHS · NORTHWESTERN UNIVERSITY · PI ANDERSEN, ERIK CHRISTIAN, BAUGH, LARRY RYAN · 2019 to 2023
$3.2M
NIEHS NIH HHS R01 ES029930NIGMS NIH HHS T32 GM008449NIH NIEHS ES029930Northwestern University's Biotechnology Training
6 · The paper itself

Abstract

Genetic differences among individuals shape how they respond to environmental toxicants, but the identification and validation of the genes responsible for this variation is difficult, particularly in humans. Consequently, our limited knowledge of the genes that influence susceptibility constrains our ability to accurately predict the risks posed by environmental toxicants. To identify genes underlying natural differences in toxicant susceptibilities, we measured the effects of 23 environmental toxicants on larval development across 195 genetically diverse Caenorhabditis elegans strains using a high-throughput imaging platform. We then combined these response data with whole-genome sequences to perform genome-wide association mappings, identifying 40 genomic regions where genetic variants are correlated with susceptibility differences. Many of these regions are enriched for genes involved in biological processes previously linked with toxicant responses, supporting the potential contributions of these genes to natural variation in susceptibility. Using biologically informed heuristics based on genomic context and functional annotation, we prioritized genes for follow-up experimentation and identified 94 candidate susceptibility genes, offering feasible targets for experimental validation that could ultimately inform toxicant risk prediction and regulatory assessment by linking genetic variation to differences in susceptibility. Analysis of natural genetic variation among 195 wild C. elegans strains identified 94 candidate genes putatively linked to differences in susceptibility to 23 environmental toxicants. These findings can inform the discovery of conserved susceptibility genes and the development of biomarkers that improve chemical risk assessment by accounting for genetic differences among humans.

Indexed as

Caenorhabditis elegansEnvironmental PollutantsGenetic VariationAnimalsGenome-Wide Association StudyLarvaEnvironmental PollutantsCaenorhabditis elegansenvironmental toxicantsgenome-wide association studies (GWAS)risk assessmentxenobiotic response

Identifiers

PMID41706139
PMCPMC13462801

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.