Background: The gut microbiome is central to human health, but the potential impact of ozone (O3) 3 ) exposure on its establishment in early life has not been thoroughly examined. Therefore, this study aimed to investigate the relationship between prenatal O3 3 exposure and the variations of the human gut microbiome during the first two years of life. Design: A cohort study design was used. Pregnant women in the third trimester were recruited from an obstetric clinic, and long-term follow-ups were conducted after delivery. The gut microbiome was analyzed using the 16 S rRNA V3-V4 gene regions. Functional pathway analyses of gut microbial communities in neonates were performed using Tax4fun. The average concentrations of ambient O3 3 and other air pollutants from pregnancy to delivery were calculated using the China High Air Pollutants (CHAP) dataset, based on the permanent residential addresses of participants. Multiple linear regression and mixed linear models were utilized to investigate the associations between prenatal O3 3 exposure and gut microbiome features. Results: Prenatal O3 3 exposure did not significantly affect the gut microbial alpha diversity of mothers and neonates. However, it was found to be positively associated with the gut microbial alpha diversity in 24-month-old infants. Prenatal O3 3 exposure explained 13.1 % of the variation in neonatal gut microbial composition. After controlling for potential covariates, prenatal O3 3 exposure was associated with neonatal-specific gut microbial taxa and functional pathways. Furthermore, the mixed linear models showed that prenatal O3 3 exposure was negatively associated with variations of Streptococcus (p p-value = 0.001, q-value = 0.005), Enterococcus (p p-value = 0.001, q-value = 0.005), Escherichia-Shigella ( p-value = 0.010, q-value = 0.025), and Bifidobacterium ( p-value = 0.003, q-value = 0.010). Conclusions: This study is the first to examine the effects of prenatal O3 3 exposure on gut microbial homeostasis and variations. It demonstrates that prenatal O3 3 exposure is associated with variations in certain aspects of the gut microbiome. These findings provide novel insights into the dynamics and establishment of the human microbiome during the first two years of life.
机构:
Univ Turku, Turku Ctr Biotechnol, Tykistokatu 6, Turku 20520, Finland
Abo Akad Univ, Tykistokatu 6, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Pietila, Sami
;
Elo, Laura L.
论文数: 0引用数: 0
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机构:
Univ Turku, Turku Ctr Biotechnol, Tykistokatu 6, Turku 20520, Finland
Abo Akad Univ, Tykistokatu 6, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Elo, Laura L.
;
Eerola, Erkki
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Inst Biomed, Med D, 7th Floor,Kiinanmyllynkatu 10, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Eerola, Erkki
;
Karlsson, Hasse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Turku Univ Hosp, Dept Psychiat, Kiinamyllynkatu 4-8, Turku 20520, Finland
Univ Turku, Kiinamyllynkatu 4-8, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Ailshire, Jennifer A.
;
Finch, Caleb E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Bailey, Maximilian J.
;
Holzhausen, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Holzhausen, Elizabeth A.
;
Morgan, Zachariah E. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Morgan, Zachariah E. M.
;
Naik, Noopur
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h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Naik, Noopur
;
Shaffer, Justin P.
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机构:
Univ Calif San Diego, Dept Pediat, La Jolla, CA 92093 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Shaffer, Justin P.
;
Liang, Donghai
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h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Liang, Donghai
;
Chang, Howard H.
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Chang, Howard H.
;
Sarnat, Jeremy
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h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Sarnat, Jeremy
;
Sun, Shan
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Bioinformat & Genom, Charlotte, NC USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Sun, Shan
;
Berger, Paige K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Childrens Hosp Los Angeles, Saban Res Inst, Dept Pediat, Los Angeles, CA 90007 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Berger, Paige K.
;
Schmidt, Kelsey A.
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h-index: 0
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Univ Southern Calif, Childrens Hosp Los Angeles, Saban Res Inst, Dept Pediat, Los Angeles, CA 90007 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Schmidt, Kelsey A.
;
Lurmann, Frederick
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机构:Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Lurmann, Frederick
;
Goran, Michael, I
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Childrens Hosp Los Angeles, Saban Res Inst, Dept Pediat, Los Angeles, CA 90007 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Goran, Michael, I
;
Alderete, Tanya L.
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h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
机构:
Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Med Sch, Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Dept Mol Biol, Boston, MA 02114 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Brown, Eric M.
;
Clardy, Jon
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Blavatnik Inst, Dept Biol Chem & Mol Pharmacol, Boston, MA 02115 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Clardy, Jon
;
Xavier, Ramnik J.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Med Sch, Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Dept Mol Biol, Boston, MA 02114 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
机构:
Univ Turku, Turku Ctr Biotechnol, Tykistokatu 6, Turku 20520, Finland
Abo Akad Univ, Tykistokatu 6, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Pietila, Sami
;
Elo, Laura L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Turku Ctr Biotechnol, Tykistokatu 6, Turku 20520, Finland
Abo Akad Univ, Tykistokatu 6, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Elo, Laura L.
;
Eerola, Erkki
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Inst Biomed, Med D, 7th Floor,Kiinanmyllynkatu 10, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Eerola, Erkki
;
Karlsson, Hasse
论文数: 0引用数: 0
h-index: 0
机构:
Univ Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
Turku Univ Hosp, Dept Psychiat, Kiinamyllynkatu 4-8, Turku 20520, Finland
Univ Turku, Kiinamyllynkatu 4-8, Turku 20520, FinlandUniv Turku, Dept Clin Med, Turku Brain & Mind Ctr, FinnBrain Birth Cohort Study, Lemminkaisenkatu 3 a,Teutori Bldg, Turun 20014, Finland
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
Ailshire, Jennifer A.
;
Finch, Caleb E.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USAUniv Southern Calif, Leonard Davis Sch Gerontol, Los Angeles, CA 90007 USA
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Bailey, Maximilian J.
;
Holzhausen, Elizabeth A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Holzhausen, Elizabeth A.
;
Morgan, Zachariah E. M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Morgan, Zachariah E. M.
;
Naik, Noopur
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Naik, Noopur
;
Shaffer, Justin P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Pediat, La Jolla, CA 92093 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Shaffer, Justin P.
;
Liang, Donghai
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Liang, Donghai
;
Chang, Howard H.
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Chang, Howard H.
;
Sarnat, Jeremy
论文数: 0引用数: 0
h-index: 0
机构:
Emory Univ, Rollins Sch Publ Hlth, Atlanta, GA 30322 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Sarnat, Jeremy
;
Sun, Shan
论文数: 0引用数: 0
h-index: 0
机构:
Univ N Carolina, Dept Bioinformat & Genom, Charlotte, NC USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Sun, Shan
;
Berger, Paige K.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Childrens Hosp Los Angeles, Saban Res Inst, Dept Pediat, Los Angeles, CA 90007 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Berger, Paige K.
;
Schmidt, Kelsey A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Childrens Hosp Los Angeles, Saban Res Inst, Dept Pediat, Los Angeles, CA 90007 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Schmidt, Kelsey A.
;
Lurmann, Frederick
论文数: 0引用数: 0
h-index: 0
机构:Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Lurmann, Frederick
;
Goran, Michael, I
论文数: 0引用数: 0
h-index: 0
机构:
Univ Southern Calif, Childrens Hosp Los Angeles, Saban Res Inst, Dept Pediat, Los Angeles, CA 90007 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
Goran, Michael, I
;
Alderete, Tanya L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Integrat Physiol, Boulder, CO 80309 USAUniv Colorado, Dept Integrat Physiol, Boulder, CO 80309 USA
机构:
Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Med Sch, Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Dept Mol Biol, Boston, MA 02114 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Brown, Eric M.
;
Clardy, Jon
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Med Sch, Blavatnik Inst, Dept Biol Chem & Mol Pharmacol, Boston, MA 02115 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA
Clardy, Jon
;
Xavier, Ramnik J.
论文数: 0引用数: 0
h-index: 0
机构:
Broad Inst MIT & Harvard, Cambridge, MA 02142 USA
Harvard Med Sch, Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, Dept Mol Biol, Boston, MA 02114 USABroad Inst MIT & Harvard, Cambridge, MA 02142 USA