Ines Amine , Augusto Anguita-Ruiz , Alicia Guillien , Xavier Basagaña , Mariona Bustamante , Eva Borràs , Marta Cirach , Audrius Dedele , Carlota Dobaño , Judith Garcia-Aymerich , Berit Granum , Regina Grazuleviciene , Juan Ramón González , Jordi Julvez , Hector Keun , Mónica López-Vicente , Rosemary McEachan , Gemma Moncunill , Mark Nieuwenhuijsen , Eduard Sabidó , Léa Maitre
{"title":"儿童早期暴露与健康相关免疫特征","authors":"Ines Amine , Augusto Anguita-Ruiz , Alicia Guillien , Xavier Basagaña , Mariona Bustamante , Eva Borràs , Marta Cirach , Audrius Dedele , Carlota Dobaño , Judith Garcia-Aymerich , Berit Granum , Regina Grazuleviciene , Juan Ramón González , Jordi Julvez , Hector Keun , Mónica López-Vicente , Rosemary McEachan , Gemma Moncunill , Mark Nieuwenhuijsen , Eduard Sabidó , Léa Maitre","doi":"10.1016/j.envint.2025.109668","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><div>Early-life environmental exposures are suspected to modify important immune processes related to child health. Yet, no study has investigated immunotoxicity in relation to the exposome and multiple health domains simultaneously.</div></div><div><h3>Methods</h3><div>Among 845 children (median age 8) from six European birth cohorts included in the Human Early-Life Exposome (HELIX) project, we identified immune signatures of a health score covering cardiometabolic, respiratory/allergic and neurodevelopmental health in children. Those signatures were identified from blood samples in three biological layers (white blood cell (WBC) composition, plasma proteins concentrations, DNA methylation of WBCs) using an advanced factorial analysis supervised on the child health score. Second, we estimated the association between the identified signatures and 91 pre- and postnatal environmental exposures.</div></div><div><h3>Results</h3><div>Three key immune signatures were associated with a better health score in children: a first protein signature characterizing a low inflammatory profile (R<sup>2</sup> = 17 %), a second protein signature characterizing a low inflammatory profile with balanced antiviral Th response (R<sup>2</sup> = 2 %), and a WBC signature characterizing an immuno-regulatory and naïve profile (R<sup>2</sup> = 2 %). In childhood, less exposure to indoor air pollutants, proximity to blue spaces and public transport, healthy dietary habits and higher social capital were associated with the three immune signatures related to a better health score (regression p-values < 0.05). One signature was identified from DNA methylation, but was not significantly associated with the health score nor with the exposome.</div></div><div><h3>Conclusions</h3><div>These findings highlight the influence of early-life environmental exposures on key inflammatory processes associated with the cardiometabolic, respiratory and neurodevelopmental health of children.</div></div>","PeriodicalId":308,"journal":{"name":"Environment International","volume":"202 ","pages":"Article 109668"},"PeriodicalIF":10.3000,"publicationDate":"2025-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Early-life exposome and health-related immune signatures in childhood\",\"authors\":\"Ines Amine , Augusto Anguita-Ruiz , Alicia Guillien , Xavier Basagaña , Mariona Bustamante , Eva Borràs , Marta Cirach , Audrius Dedele , Carlota Dobaño , Judith Garcia-Aymerich , Berit Granum , Regina Grazuleviciene , Juan Ramón González , Jordi Julvez , Hector Keun , Mónica López-Vicente , Rosemary McEachan , Gemma Moncunill , Mark Nieuwenhuijsen , Eduard Sabidó , Léa Maitre\",\"doi\":\"10.1016/j.envint.2025.109668\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><div>Early-life environmental exposures are suspected to modify important immune processes related to child health. Yet, no study has investigated immunotoxicity in relation to the exposome and multiple health domains simultaneously.</div></div><div><h3>Methods</h3><div>Among 845 children (median age 8) from six European birth cohorts included in the Human Early-Life Exposome (HELIX) project, we identified immune signatures of a health score covering cardiometabolic, respiratory/allergic and neurodevelopmental health in children. Those signatures were identified from blood samples in three biological layers (white blood cell (WBC) composition, plasma proteins concentrations, DNA methylation of WBCs) using an advanced factorial analysis supervised on the child health score. Second, we estimated the association between the identified signatures and 91 pre- and postnatal environmental exposures.</div></div><div><h3>Results</h3><div>Three key immune signatures were associated with a better health score in children: a first protein signature characterizing a low inflammatory profile (R<sup>2</sup> = 17 %), a second protein signature characterizing a low inflammatory profile with balanced antiviral Th response (R<sup>2</sup> = 2 %), and a WBC signature characterizing an immuno-regulatory and naïve profile (R<sup>2</sup> = 2 %). In childhood, less exposure to indoor air pollutants, proximity to blue spaces and public transport, healthy dietary habits and higher social capital were associated with the three immune signatures related to a better health score (regression p-values < 0.05). One signature was identified from DNA methylation, but was not significantly associated with the health score nor with the exposome.</div></div><div><h3>Conclusions</h3><div>These findings highlight the influence of early-life environmental exposures on key inflammatory processes associated with the cardiometabolic, respiratory and neurodevelopmental health of children.</div></div>\",\"PeriodicalId\":308,\"journal\":{\"name\":\"Environment International\",\"volume\":\"202 \",\"pages\":\"Article 109668\"},\"PeriodicalIF\":10.3000,\"publicationDate\":\"2025-07-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Environment International\",\"FirstCategoryId\":\"93\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0160412025004192\",\"RegionNum\":1,\"RegionCategory\":\"环境科学与生态学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environment International","FirstCategoryId":"93","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0160412025004192","RegionNum":1,"RegionCategory":"环境科学与生态学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Early-life exposome and health-related immune signatures in childhood
Background
Early-life environmental exposures are suspected to modify important immune processes related to child health. Yet, no study has investigated immunotoxicity in relation to the exposome and multiple health domains simultaneously.
Methods
Among 845 children (median age 8) from six European birth cohorts included in the Human Early-Life Exposome (HELIX) project, we identified immune signatures of a health score covering cardiometabolic, respiratory/allergic and neurodevelopmental health in children. Those signatures were identified from blood samples in three biological layers (white blood cell (WBC) composition, plasma proteins concentrations, DNA methylation of WBCs) using an advanced factorial analysis supervised on the child health score. Second, we estimated the association between the identified signatures and 91 pre- and postnatal environmental exposures.
Results
Three key immune signatures were associated with a better health score in children: a first protein signature characterizing a low inflammatory profile (R2 = 17 %), a second protein signature characterizing a low inflammatory profile with balanced antiviral Th response (R2 = 2 %), and a WBC signature characterizing an immuno-regulatory and naïve profile (R2 = 2 %). In childhood, less exposure to indoor air pollutants, proximity to blue spaces and public transport, healthy dietary habits and higher social capital were associated with the three immune signatures related to a better health score (regression p-values < 0.05). One signature was identified from DNA methylation, but was not significantly associated with the health score nor with the exposome.
Conclusions
These findings highlight the influence of early-life environmental exposures on key inflammatory processes associated with the cardiometabolic, respiratory and neurodevelopmental health of children.
期刊介绍:
Environmental Health publishes manuscripts focusing on critical aspects of environmental and occupational medicine, including studies in toxicology and epidemiology, to illuminate the human health implications of exposure to environmental hazards. The journal adopts an open-access model and practices open peer review.
It caters to scientists and practitioners across all environmental science domains, directly or indirectly impacting human health and well-being. With a commitment to enhancing the prevention of environmentally-related health risks, Environmental Health serves as a public health journal for the community and scientists engaged in matters of public health significance concerning the environment.