ArticleNature medicine2026
Mapping the human chemical exposome for public health.
Abstract readLetter
In one paragraph
Article in Nature medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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.
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.
Who cites it
2 citing papers in PubMed.
- Development of Advanced Materials and Technology for Green and Sustainable Environmental Remediation.Materials (Basel, Switzerland) · 2026Article
- Will Chemical Exposomics Be Ready for a Human Exposome Project?Environmental science & technology · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
58 authors.
Arthur DavidUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France. arthur.david@ehesp.fr.
Sarah LennonUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.ORCID http://orcid.org/0000-0001-5095-0141
Fabien MercierUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.ORCID http://orcid.org/0000-0002-9523-4277
Jihene BouhlelUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Jade ChakerUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Brice M R AppenzellerHuman Biomonitoring Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.
Karine AudouzeFrance Exposome, EIRENE Node.
Kolawole I AyeniUniversity of Vienna, Faculty of Chemistry, Department of Food Chemistry and Toxicology, Vienna, Austria.
Ludovic Bailly-ChouriberryGIE Laboratoire des Courses Hippiques (LCH), Verrières-le-Buisson, France.
Souleiman El BalkhiCHU Limoges & INSERM UMR 1248, Limoges, France.ORCID http://orcid.org/0000-0002-9743-5603
Robert BaroukiFrance Exposome, EIRENE Node.
Lidia BelovaToxicological Centre, University of Antwerp, Antwerp, Belgium.
Tarik BenmarhniaUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Bénilde BonnefilleScience for Life Laboratory, Department of Environmental Science, Stockholm University, Stockholm, Sweden.ORCID http://orcid.org/0000-0001-5141-7111
Vincent BessonneauUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Nathalie BonvallotUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Valérie BouchartPRISMM Platform, PLATON Service Unit, Normandie University, UNICAEN, Caen, France.
Céline Bouvier-CapelyAutorité de Sûreté Nucléaire et de Radioprotection (ASNR), PSE-SANTE/SESANE/LRSI, Fontenay-aux-Roses, France.ORCID http://orcid.org/0000-0002-8794-9862
Corinne BuissonLaboratoire AntiDopage Français (LADF), Université Paris-Saclay, Orsay, France.
Daniel BuryInstitute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), Bochum, Germany.ORCID http://orcid.org/0000-0003-1283-3133
Adrian CovaciToxicological Centre, University of Antwerp, Antwerp, Belgium.ORCID http://orcid.org/0000-0003-0527-1136
Xavier CoumoulFrance Exposome, EIRENE Node.
Laurent DebrauwerFrance Exposome, EIRENE Node.
Raphaël DelépéePRISMM Platform, PLATON Service Unit, Normandie University, UNICAEN, Caen, France.ORCID http://orcid.org/0000-0002-9894-1268
Sebastien DenysSanté Publique France (SpFrance), Saint-Maurice, France.
Clémentine DereumeauxSanté Publique France (SpFrance), Saint-Maurice, France.
Max L FeuersteinUniversity of Vienna, Faculty of Chemistry, Department of Food Chemistry and Toxicology, Vienna, Austria.
Clémence FillolSanté Publique France (SpFrance), Saint-Maurice, France.
Pablo Gago-FerreroInstitute of Environmental Assessment and Water Research (IDAEA), CSIC, Barcelona, Spain.ORCID http://orcid.org/0000-0002-5987-0399
Patrice GarciaGIE Laboratoire des Courses Hippiques (LCH), Verrières-le-Buisson, France.
Thomas GicquelBiological and Forensic Toxicology Laboratory, Rennes University Hospital, Rennes, France.ORCID http://orcid.org/0000-0002-2354-1884
Ruben Gil-SolsonaInstitute of Environmental Assessment and Water Research (IDAEA), CSIC, Barcelona, Spain.
Nathalie GrovaFrench Research and Safety Institute for the Prevention of Occupational Accidents and Diseases (INRS), Vandoeuvre-lès-Nancy, France.
Baninia HabchiFrench Research and Safety Institute for the Prevention of Occupational Accidents and Diseases (INRS), Vandoeuvre-lès-Nancy, France.ORCID http://orcid.org/0000-0001-9705-167X
Vinicius V HernandesUniversity of Vienna, Faculty of Chemistry, Department of Food Chemistry and Toxicology, Vienna, Austria.
Alba Iglesias-GonzálezHuman Biomonitoring Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.
Emilien L JaminFrance Exposome, EIRENE Node.ORCID http://orcid.org/0000-0002-4568-9177
Holger M KochInstitute for Prevention and Occupational Medicine of the German Social Accident Insurance, Institute of the Ruhr University Bochum (IPA), Bochum, Germany.ORCID http://orcid.org/0000-0002-8328-2837
Sophie Lefèvre-ArbogastUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Christian LindhTargeted Exposomics at Lund University, Lund, Sweden.ORCID http://orcid.org/0000-0001-7435-9890
Mari-Vorgan LouyerUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.ORCID http://orcid.org/0009-0004-3528-8902
Linda R MachekaHuman Biomonitoring Research Unit, Department of Precision Health, Luxembourg Institute of Health, Strassen, Luxembourg.
Jonathan W MartinScience for Life Laboratory, Department of Environmental Science, Stockholm University, Stockholm, Sweden.
Montse MarquesInstitute of Environmental Assessment and Water Research (IDAEA), CSIC, Barcelona, Spain.
Hans MolWageningen Food Safety Research (WFSR), Wageningen University & Research, Wageningen, the Netherlands.
Sophie NdawFrench Research and Safety Institute for the Prevention of Occupational Accidents and Diseases (INRS), Vandoeuvre-lès-Nancy, France.
Amivi OlekoSanté Publique France (SpFrance), Saint-Maurice, France.
Stefano PapazianScience for Life Laboratory, Department of Environmental Science, Stockholm University, Stockholm, Sweden.
Petra PřibylováRECETOX, Faculty of Science, Masaryk University, Brno, Czechia.
Elliott J PriceRECETOX, Faculty of Science, Masaryk University, Brno, Czechia.
Emma L SchymanskiLuxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Belvaux, Luxembourg.ORCID http://orcid.org/0000-0001-6868-8145
Solveig ThieleScience for Life Laboratory, Department of Environmental Science, Stockholm University, Stockholm, Sweden.ORCID http://orcid.org/0009-0003-3528-0655
Benedikt WarthUniversity of Vienna, Faculty of Chemistry, Department of Food Chemistry and Toxicology, Vienna, Austria.ORCID http://orcid.org/0000-0002-6104-0706
Florence ZemanFrance Exposome, EIRENE Node.
Etienne BlancUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Jean-Philippe AntignacFrance Exposome, EIRENE Node.
Bruno Le BizecFrance Exposome, EIRENE Node.ORCID http://orcid.org/0000-0002-0600-5895
Michel SamsonUniv Rennes, Inserm, EHESP, Irset (Institut de recherche en santé, environnement et travail) - UMR_S 1085, F-35000, Rennes, France.
Funding
EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) 101079789EC | Horizon 2020 Framework Programme (EU Framework Programme for Research and Innovation H2020) CZ.02.1.01/0.0/0.0/17_043/0009632
Abstract
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