Morgan Stephanie, Raza Shah Sayed Hassan, Comstock Sarah S, Goodrich Jaclyn M, Liang Donghai, Tan Youran, McKee Kimberly, Ruden Douglas, Sitarik Alexandra R, Cassidy-Bushrow Andrea E, Dunlop Anne L, Petriello Michael C
Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, 48202, USA.
Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, 48202, USA.
Environ Res. 2025 Aug 15;279(Pt 1):121709. doi: 10.1016/j.envres.2025.121709. Epub 2025 Apr 29.
The composition of the gut microbiome is dependent on factors including diet, lifestyle, and exposure to environmental chemicals, and has implications for human health. Per- and polyfluoroalkyl substances (PFAS), a class of man-made chemicals that have nonstick and flame-retardant properties may impact on gut microbiome composition. Our objective was to elucidate links between PFAS and maternal gut microbiome composition in two geographically diverse sites of the Environmental Influences on Child Health Outcomes program. The present analysis includes participants in the Atlanta African American Maternal Child Cohort; ATL AA and a predominately non-Hispanic White subsample of the Michigan Archive for Research on Child Health Cohort; MARCH with serum or plasma PFAS concentrations measured in early or late pregnancy and 16s rRNA sequencing from maternal gut microbiome samples available primarily in later pregnancy (2nd-3rd trimester). Linear regression models tested associations between prenatal PFAS levels (separately for the 1st/3rd trimesters) and measures of alpha diversity, bacterial composition differences, and differential taxonomic abundance. Bayesian Kernel Machine Regression and Elastic net regression mixture modeling were also incorporated. In both cohorts, multiple PFAS were significantly associated with the relative abundance of specific microbiome taxa even after adjustment for covariates including maternal diet, age, race, BMI, and smoking; A total of 16 significant family-level associations were identified for ATL AA (e.g., PFOA with Clostridiaceae; natural log fold change = 0.94) and 13 significant family-level associations identified for MARCH e.g., PFOS with Desulfovibrionaceae; natural log fold change = -1.53 (p<0.05), but similarities between cohorts were lacking. Mixture analyses did not identify interactive or combined effects but did provide modest evidence of inclusion of individual PFAS in beta diversity models in both cohorts. In 2 distinct cohorts, there were significant associations between prenatal PFAS and the relative abundance of several bacterial taxa, but these differences were cohort-specific. This work suggests that PFAS may modulate the gut microbiome during pregnancy.
肠道微生物群的组成取决于饮食、生活方式和接触环境化学物质等因素,并对人类健康产生影响。全氟和多氟烷基物质(PFAS)是一类具有不粘和阻燃特性的人造化学品,可能会影响肠道微生物群的组成。我们的目标是在“环境对儿童健康结果的影响”项目的两个地理位置不同的地点,阐明PFAS与母亲肠道微生物群组成之间的联系。本分析包括亚特兰大非裔美国母婴队列(ATL AA)的参与者,以及密歇根儿童健康研究队列存档中以非西班牙裔白人为主的子样本(MARCH),这些参与者在妊娠早期或晚期测量了血清或血浆中的PFAS浓度,并对主要在妊娠后期(孕中期至孕晚期)获得的母亲肠道微生物群样本进行了16s rRNA测序。线性回归模型测试了产前PFAS水平(分别针对孕早期/孕晚期)与α多样性、细菌组成差异和分类丰度差异测量之间的关联。还纳入了贝叶斯核机器回归和弹性网络回归混合模型。在这两个队列中,即使在调整了包括母亲饮食、年龄、种族、BMI和吸烟等协变量后,多种PFAS仍与特定微生物分类群的相对丰度显著相关;在ATL AA队列中总共确定了16个显著的科水平关联(例如,全氟辛酸与梭菌科;自然对数倍数变化=0.94),在MARCH队列中确定了13个显著的科水平关联(例如,全氟辛烷磺酸与脱硫弧菌科;自然对数倍数变化=-1.53,p<0.05),但队列之间缺乏相似性。混合分析未发现交互或联合效应,但确实提供了适度的证据,表明在两个队列的β多样性模型中纳入了个体PFAS。在两个不同的队列中,产前PFAS与几种细菌分类群的相对丰度之间存在显著关联,但这些差异是特定于队列的。这项工作表明,PFAS可能在怀孕期间调节肠道微生物群。