The role of early life factors and green living environment in the development of gut microbiota in infancy : Population-based cohort study

dc.contributor.authorOvaska, Minka
dc.contributor.authorTamminen, Manu
dc.contributor.authorLahdenperä, Mirkka
dc.contributor.authorVahtera, Jussi
dc.contributor.authorRautava, Samuli
dc.contributor.authorGonzales-Inca, Carlos
dc.contributor.authorHeiskanen, Marja A.
dc.contributor.authorLagström, Hanna
dc.contributor.organizationfi=ekologia ja evoluutiobiologia|en=Ecology and Evolutionary Biology |
dc.contributor.organizationfi=fysiologia ja genetiikka|en=Physiology and Genetics|
dc.contributor.organizationfi=kansanterveystiede|en=Public Health|
dc.contributor.organizationfi=kliininen laitos|en=Department of Clinical Medicine|
dc.contributor.organizationfi=lastentautioppi|en=Paediatrics and Adolescent Medicine|
dc.contributor.organizationfi=maantiede|en=Geography |
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.17647764921
dc.contributor.organization-code1.2.246.10.2458963.20.20415010352
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.61334543354
dc.contributor.organization-code1.2.246.10.2458963.20.70712835001
dc.contributor.organization-code1.2.246.10.2458963.20.94792640685
dc.contributor.organization-code2607008
dc.converis.publication-id458924482
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/458924482
dc.date.accessioned2025-08-28T00:55:51Z
dc.date.available2025-08-28T00:55:51Z
dc.description.abstract<p><b>Objective </b><br></p><p>Early life microbial exposure influences the composition of gut microbiota. We investigated how early life factors, and the green living environment around infants’ homes, influence the development of gut microbiota during infancy by utilizing data from the Steps to Healthy Development follow-up study (the STEPS study). <br></p><p><b>Methods </b><br></p><p>The gut microbiota was analyzed at early (∼3 months, n = 959), and late infancy (∼13 months, n = 984) using 16S rRNA amplicon sequencing, and combined with residential green environment, measured as (1) Normalized Difference Vegetation Index, (2) Vegetation Cover Diversity, and (3) Naturalness Index within a 750 m radius. We compared gut microbiota diversity and composition between early and late infancy, identified significant individual and family level early life factors influencing gut microbiota, and determined the role of the residential green environment measures on gut microbiota development. <br></p><p><b>Results </b><br></p><p>Alpha diversity (t-test, p < 0.001) and beta diversity (PERMANOVA, R2 = 0.095, p < 0.001) differed between early and late infancy. Birth mode was the strongest contributor to the gut microbiota community composition in early infancy (PERMANOVA, R2 = 0.005, p < 0.01) and the presence of siblings in late infancy (PERMANOVA, R2 = 0.007, p < 0.01). Residential green environment showed no association with community composition, whereas time spend outdoors did (PERMANOVA, R2 = 0.002, p < 0.05). Measures of greenness displayed a statistically significant association with alpha diversity during early infancy, not during late infancy (glm, p < 0.05). In adjusted analysis, the associations remained only with the Naturalness Index, where higher human impact on living environment was associated with decreased species richness (glm, Observed richness, p < 0.05). <br></p><p><b>Conclusions </b><br></p><p>The role of the residential green environment to the infant gut microbiota is especially important in early infancy, however, other early life factors, such as birth mode and presence of sibling, had a more significant effect on the overall community composition.</p>
dc.identifier.eissn1873-6750
dc.identifier.jour-issn0160-4120
dc.identifier.olddbid206700
dc.identifier.oldhandle10024/189727
dc.identifier.urihttps://www.utupub.fi/handle/11111/48332
dc.identifier.urlhttps://doi.org/10.1016/j.envint.2024.109093
dc.identifier.urnURN:NBN:fi-fe2025082787444
dc.language.isoen
dc.okm.affiliatedauthorOvaska, Minka
dc.okm.affiliatedauthorTamminen, Manu
dc.okm.affiliatedauthorLahdenperä, Mirkka
dc.okm.affiliatedauthorVahtera, Jussi
dc.okm.affiliatedauthorRautava, Samuli
dc.okm.affiliatedauthorGonzales Inca, Carlos
dc.okm.affiliatedauthorHeiskanen, Marja
dc.okm.affiliatedauthorLagström, Hanna
dc.okm.affiliatedauthorDataimport, Lastentautioppi
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3142 Public health care science, environmental and occupational healthen_GB
dc.okm.discipline3142 Kansanterveystiede, ympäristö ja työterveysfi_FI
dc.okm.internationalcopublicationnot an international co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherPergamon Press
dc.publisher.countryUnited Statesen_GB
dc.publisher.countryYhdysvallat (USA)fi_FI
dc.publisher.country-codeUS
dc.relation.articlenumber109093
dc.relation.doi10.1016/j.envint.2024.109093
dc.relation.ispartofjournalEnvironment International
dc.relation.volume193
dc.source.identifierhttps://www.utupub.fi/handle/10024/189727
dc.titleThe role of early life factors and green living environment in the development of gut microbiota in infancy : Population-based cohort study
dc.year.issued2024

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