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Liu C, Zheng W, Wang J, Yuan X, Zhang Y, Wang Y, Ma X, Li G. Multiple perinatal characteristics affect the association between maternal diabetes status and early neonatal gut microbiota. mSphere 2025:e0091424. [PMID: 40377305 DOI: 10.1128/msphere.00914-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 02/26/2025] [Indexed: 05/18/2025] Open
Abstract
Increasing evidence has suggested that maternal gestational diabetes mellitus (GDM) can influence the neonatal gut microbiota. However, the initial microbial colonization of neonates is still unclear. The discrepancy in results between studies may be due to many other prenatal characteristics. This study aimed to investigate whether perinatal characteristics affect the association between maternal GDM status and early neonatal gut microbiota. This nested case-control study was based on a cohort of mothers and children (2016YFC1000304). Meconium samples were collected from neonates of mothers with (n = 114) and without GDM (n = 133) within 24 h after birth, and then assessed via 16S rRNA gene amplicon sequencing. Differences in the diversity and composition of the neonatal gut microbiota were compared according to maternal GDM status and other perinatal characteristics. The gut microbiota of neonates born to mothers with GDM presented lower alpha diversity with the Chao1 index (P = 0.0235). Principal coordinate analysis revealed that the meconium samples were clustered by maternal GDM status only with unweighted UniFrac distances (R2 = 0.011, P = 0.003). In other groups, such as maternal age ≥ 35 years old and maternal prepregnancy BMI ≥ 24 kg/m2, meconium was not clustered by maternal GDM status. Linear discriminant analysis revealed that 81 taxa were significantly different between the GDM group and the control group. Based on delivery mode, there were 226 representative taxa in the control group, whereas in the GDM group, there were no representative taxa. In addition, based on neonatal sex, there were 79 representative taxa in the GDM group and seven in the control group. Other perinatal characteristics, such as maternal prepregnancy BMI, age, gestational weight gain, and birth weight also influenced the differential taxa of the neonatal gut microbiota between the two groups. In our cohort, newborns from mothers with GDM and without GDM had similar composition but different abundances of the gut microbiota. Maternal prepregnancy BMI, age, gestational weight gain, and neonatal delivery mode, sex, and birth weight had different influences on the diversity and differential taxa of the neonatal gut microbiota. The results of this study suggest that when studying the association between GDM and neonatal gut microbiota, it is necessary to consider the concomitant perinatal characteristics. IMPORTANCE This study uses 16S rRNA gene amplicon sequencing to analyze 247 meconium samples with or without maternal gestational diabetes mellitus (GDM) and make a multi-group comparison. We found that newborns from mothers with GDM and normoglycemic mothers had similar compositions but different abundances of the gut microbiota. Other than the maternal diabetes status, maternal body mass index, age, gestational weight gain, and neonatal delivery mode, gender and birth weight all contribute to neonatal gut microbiota. Compared with former related studies, our sample size was larger, and meconium was collected within 24 h after birth to avoid the influence of the living environment, feeding methods, mother's lifestyle, or diet. The results of this study will provide some information on the association between maternal GDM and neonatal gut microbiota colonization in early life and highlight the influence of non-negligible concomitant perinatal characteristics.
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Affiliation(s)
- Cheng Liu
- Department of Obstetrics, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | - Wei Zheng
- Department of Obstetrics, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | - Jia Wang
- Department of Obstetrics, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | - Xianxian Yuan
- Department of Obstetrics, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
| | - Yuan Zhang
- National Research Institute for Family Planning, Beijing, China
- National Human Genetic Resources Center, Beijing, China
| | - Yuanyuan Wang
- National Research Institute for Family Planning, Beijing, China
- National Human Genetic Resources Center, Beijing, China
| | - Xu Ma
- National Research Institute for Family Planning, Beijing, China
- National Human Genetic Resources Center, Beijing, China
| | - Guanghui Li
- Department of Obstetrics, Beijing Obstetrics and Gynecology Hospital, Capital Medical University, Beijing Maternal and Child Health Care Hospital, Beijing, China
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Morgan S, Raza Shah SH, Comstock SS, Goodrich JM, Liang D, Tan Y, McKee K, Ruden D, Sitarik AR, Cassidy-Bushrow AE, Dunlop AL, Petriello MC. Prenatal PFAS exposure and outcomes related to maternal gut microbiome composition in later pregnancy. ENVIRONMENTAL RESEARCH 2025; 279:121709. [PMID: 40311903 DOI: 10.1016/j.envres.2025.121709] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2025] [Revised: 04/16/2025] [Accepted: 04/25/2025] [Indexed: 05/03/2025]
Abstract
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 (pFDR<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.
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Affiliation(s)
- Stephanie Morgan
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, 48202, USA
| | - Sayed Hassan Raza Shah
- Eugene Applebaum College of Pharmacy and Health Sciences, Wayne State University, Detroit, MI, 48202, USA
| | - Sarah S Comstock
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
| | - Jaclyn M Goodrich
- Department of Environmental Health Sciences, University of Michigan, Ann Arbor, MI, 48109, USA
| | - Donghai Liang
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Youran Tan
- Gangarosa Department of Environmental Health, Rollins School of Public Health, Emory University, Atlanta, GA, 30322, USA
| | - Kimberly McKee
- Department of Family Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Douglas Ruden
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, 48202, USA
| | - Alexandra R Sitarik
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, 48202, USA; Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, 48824, USA
| | - Andrea E Cassidy-Bushrow
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI, 48202, USA; Henry Ford Health + Michigan State University Health Sciences, Detroit, MI, 48202, USA; Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Anne L Dunlop
- Department of Gynecology & Obstetrics, School of Medicine, Emory University, Atlanta, GA, 30322, USA
| | - Michael C Petriello
- Institute of Environmental Health Sciences, Wayne State University, Detroit, MI, 48202, USA; Department of Pharmacology, School of Medicine, Wayne State University, Detroit, MI, 48202, USA.
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3
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Ramadan YN, Alqifari SF, Alshehri K, Alhowiti A, Mirghani H, Alrasheed T, Aljohani F, Alghamdi A, Hetta HF. Microbiome Gut-Brain-Axis: Impact on Brain Development and Mental Health. Mol Neurobiol 2025:10.1007/s12035-025-04846-0. [PMID: 40234288 DOI: 10.1007/s12035-025-04846-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 03/12/2025] [Indexed: 04/17/2025]
Abstract
The current discovery that the gut microbiome, which contains roughly 100 trillion microbes, affects health and disease has catalyzed a boom in multidisciplinary research efforts focused on understanding this relationship. Also, it is commonly demonstrated that the gut and the CNS are closely related in a bidirectional pathway. A balanced gut microbiome is essential for regular brain activities and emotional responses. On the other hand, the CNS regulates the majority of GI physiology. Any disruption in this bidirectional pathway led to a progression of health problems in both directions, neurological and gastrointestinal diseases. In this review, we hope to shed light on the complicated connections of the microbiome-gut-brain axis and the critical roles of gut microbiome in the early development of the brain in order to get a deeper knowledge of microbiome-mediated pathological conditions and management options through rebalancing of gut microbiome.
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Affiliation(s)
- Yasmin N Ramadan
- Department of Microbiology and Immunology, Faculty of Pharmacy, Assiut University, Assiut, 71515, Egypt.
| | - Saleh F Alqifari
- Department of Pharmacy Practice, Faculty of Pharmacy, University of Tabuk, 71491, Tabuk, Saudi Arabia
| | - Khaled Alshehri
- Department of Internal Medicine (Neurology), Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Amirah Alhowiti
- Department of Family and Community Medicine, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Hyder Mirghani
- Department of Internal Medicine, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Tariq Alrasheed
- Department of Internal Medicine, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Faisal Aljohani
- Division of Medicine and Gastroenterology, Department of Medicine, Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia
| | - Abdulaziz Alghamdi
- Department of Medicine, Division of Psychiatry, Faculty of Medicine in Rabigh, King Abdulaziz University, Jeddah, Saudi Arabia
| | - Helal F Hetta
- Division of Microbiology, Immunology and Biotechnology, Department of Natural Products and Alternative Medicine, Faculty of Pharmacy, University of Tabuk, 71491, Tabuk, Saudi Arabia
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Meiirmanova Z, Mukhanbetzhanov N, Jarmukhanov Z, Vinogradova E, Kozhakhmetova S, Morenko M, Duisebayeva A, Poddighe D, Kushugulova A, Kozhakhmetov S. Alterations in Gut Microbiota of Infants Born to Mothers with Obesity. Biomedicines 2025; 13:838. [PMID: 40299456 PMCID: PMC12024737 DOI: 10.3390/biomedicines13040838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2025] [Revised: 03/11/2025] [Accepted: 03/14/2025] [Indexed: 04/30/2025] Open
Abstract
Background: The impact of maternal obesity on offspring health remains a major and pressing issue. We investigated its impact on the development of the infant gut microbiome during the first six months of life, examining the taxonomic composition, metabolic pathways, and antibiotic resistance genes. Methods: Twenty-four mother-infant pairs were divided into maternally obese (OB, BMI > 36) and normal weight (BM) groups. Shotgun metagenomic sequencing was performed on stool samples collected at birth and at 1, 3, and 6 months. A total of 12 maternal samples and 23 infant samples (n = 35) in the obese group and 12 maternal samples and 30 infant samples (n = 42) in the control group were sequenced. The analysis included taxonomic profiling (MetaPhlAn 4), metabolic pathway analysis (HUMAnN 3), and antibiotic resistance gene screening (CARD/ABRicate). Results: The OB group showed reduced alpha diversity in the first month (p ≤ 0.01) and an increased Firmicutes/Bacteroidetes ratio, peaking at 3 months (p ≤ 0.001). The metabolic profiling revealed enhanced carbohydrate breakdown (p ≤ 0.001) in the BM group and lipid biosynthesis (p ≤ 0.0001) in the OB group pathways. Strong correlations emerged between Lactobacillales and fatty acid biosynthesis (r = 0.7, p ≤ 0.0001) and between Firmicutes and lincosamide (r = 0.8, p ≤ 0.0001). Conclusions: The infants of obese mothers had significantly altered development of the infant gut microbiome, affecting both composition and metabolic potential. These changes may have long-term health consequences and suggest potential therapeutic targets for intervention.
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Affiliation(s)
- Zarina Meiirmanova
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
- Department of Children’s Diseases with Courses in Allergology, Hematology and Endocrinology, NJSC “Astana Medical University”, Astana Z01G6C5, Kazakhstan;
| | - Nurislam Mukhanbetzhanov
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
| | - Zharkyn Jarmukhanov
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
| | - Elizaveta Vinogradova
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
- Interdisciplinary Sports Research, Center for Genetics and Life Sciences, Sirius University of Science and Technology, 1 Olympic Ave., Sirius Federal Territory 354340, Russia
| | | | - Marina Morenko
- Department of Children’s Diseases with Courses in Allergology, Hematology and Endocrinology, NJSC “Astana Medical University”, Astana Z01G6C5, Kazakhstan;
| | - Arailym Duisebayeva
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
- Department of Children’s Diseases with Courses in Allergology, Hematology and Endocrinology, NJSC “Astana Medical University”, Astana Z01G6C5, Kazakhstan;
- Innovative Center ArtScience, Astana Z11F5A9, Kazakhstan
| | - Dimitri Poddighe
- College of Health Sciences, VinUniversity, Gia Lam District, Hanoi 10000, Vietnam;
| | - Almagul Kushugulova
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
- Kazakhstan Society of Human Microbiome Researchers, Astana Z05H0P9, Kazakhstan
| | - Samat Kozhakhmetov
- Laboratory of Microbiome, Center for Life Sciences, National Laboratory Astana, Nazarbayev University, 53 Kabanbay Batyr Ave., Block S1, Astana Z05H0P9, Kazakhstan; (Z.M.); (N.M.); (Z.J.); (E.V.); (A.D.); (A.K.)
- Kazakhstan Society of Human Microbiome Researchers, Astana Z05H0P9, Kazakhstan
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5
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Puglisi CH, Kim M, Aldhafeeri M, Lewandowski M, Vuong HE. Interactions of the maternal microbiome with diet, stress, and infection influence fetal development. FEBS J 2025; 292:1437-1453. [PMID: 39988792 PMCID: PMC11927046 DOI: 10.1111/febs.70031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 11/07/2024] [Accepted: 01/14/2025] [Indexed: 02/25/2025]
Abstract
Humans and other animals contain multitudes of microorganisms including bacteria, fungi, and viruses, which make up a diverse microbiome. Across body sites including skin, gastrointestinal tract, and oral cavity there are distinct microbial niches that are made up of trillions of microorganisms that have co-evolved to inhabit and interact with the host. The microbiome also interacts with the changing environment. This tripartite interaction between the host, microbiome, and environment suggests microbial communities play a key role in the biological processes of the host, such as development and behaviors. Over the past two decades, emerging research continues to reveal how host and microbe interactions impact nervous system signaling and behaviors, and influence neurodevelopmental, neurological, and neurodegenerative disorders. In this review, we will describe the unique features of the maternal microbiome that exist during the perinatal period and discuss evidence for the function of the maternal microbiome in offspring development. Finally, we will discuss how the maternal environment interacts with the microbiome and nervous system development and then postulate how the maternal microbiome can modify early offspring development to have lasting influence on brain health.
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Affiliation(s)
- Chloe H Puglisi
- Division of Neonatology, Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
| | - Minjeong Kim
- Division of Neonatology, Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
| | - Modi Aldhafeeri
- Division of Neonatology, Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
| | - Megan Lewandowski
- Division of Neonatology, Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
| | - Helen E. Vuong
- Division of Neonatology, Department of PediatricsUniversity of MinnesotaMinneapolisMNUSA
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Schwartz LT, Ladouceur JG, Russell MM, Xie SYL, Bu S, Kerver JM, Comstock SS. The Relationship Between Fiber Intake and Gut Bacterial Diversity and Composition During the Third Trimester of Pregnancy. Nutrients 2025; 17:773. [PMID: 40077643 PMCID: PMC11901921 DOI: 10.3390/nu17050773] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Revised: 02/12/2025] [Accepted: 02/15/2025] [Indexed: 03/14/2025] Open
Abstract
BACKGROUND/OBJECTIVES High fiber (34-36 g/day) diets are recommended during pregnancy due to inverse associations with constipation and adverse pregnancy health outcomes, including pre-eclampsia and gestational diabetes. However, the mechanism for this protective effect is poorly defined. Fiber may be protective due to its impact on the composition and function of specific bacteria within the pregnancy gut microbiome. The purpose of this analysis was to investigate whether a sub-sample of cohort study participants in their third trimester met daily dietary fiber and vegetable intake recommendations and, in turn, how this impacted bacterial composition and butyrate-producing genes within the gut microbiome. METHODS Pregnant participants (n = 52) provided stool samples and survey data, which were used to calculate fiber and vegetable intake. Genomic DNA was extracted from the stool samples, followed by PCR to amplify the V4 region of the 16S rRNA gene. Amplicons were sequenced and mapped to the RDP reference. Quantitative real-time PCR was used to measure the abundance of bacterial genes for butyrate production. RESULTS Of the pregnant participants in this sample, 84.7% and 92.3% failed to meet recommendations in the Dietary Guidelines for Americans for dietary fiber and vegetable intake, respectively. All four participants who met the vegetable recommendation were a subset of those who met the fiber recommendation. The participants who met the pregnancy fiber recommendation had gut microbiotas with greater alpha diversity (Shannon and Inverse Simpson) than those who did not. However, there was no association between dietary fiber intake and the abundance of bacterial genes for butyrate production. CONCLUSIONS This research suggests that general fiber intake during pregnancy has a modest association with the gut bacterial community. These preliminary results demonstrate a need to improve fiber intake during pregnancy. Further, studies that measure the relationship between dietary intake of specific types of fiber and associations with specific gut bacterial community members and their functions are needed.
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Affiliation(s)
- Lindsay T. Schwartz
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Jillian G. Ladouceur
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Madeleine M. Russell
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Shiyi Y. L. Xie
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Sihan Bu
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Jean M. Kerver
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI 48824, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
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7
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Nel NH, Marafie A, Bassis CM, Sugino KY, Nzerem A, Knickmeyer RR, McKee KS, Comstock SS. Edinburgh postpartum depression scores are associated with vaginal and gut microbiota in pregnancy. J Affect Disord 2025; 371:22-35. [PMID: 39481687 DOI: 10.1016/j.jad.2024.10.086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 09/26/2024] [Accepted: 10/20/2024] [Indexed: 11/02/2024]
Abstract
BACKGROUND Prenatal and postpartum depression may be influenced by the composition of host associated microbiomes. As such, the objective of this study was to elucidate the relationship between the human gut or vaginal microbiomes in pregnancy with prenatal or postpartum depression. METHODS 140 female participants were recruited at their first prenatal visit and completed the Edinburgh Postnatal Depression Scale (EPDS) to screen for depression and anxiety, in addition the EPDS was completed one month postpartum. Vaginal and stool biospecimens were collected in the third trimester, analyzed using 16S rRNA gene sequencing, and assessed for alpha and beta diversity. Individual taxa differences and clustering using the k-medoids algorithm enabled community state type classification. RESULTS Participants with higher postpartum EPDS scores had higher species richness and lower abundance of L. crispatus in the vaginal microbiota compared to those with lower EPDS scores. Participants with a higher prenatal EPDS score had lower species richness of the gut microbiome. Participants with a vaginal community state type dominated by L. iners had the highest mean prenatal EPDS scores, whereas postpartum EPDS scores were similar regardless of prenatal vaginal state type. LIMITATIONS Our small sample size and participant's self-report bias limits generalizability of results. CONCLUSIONS Depression in the prenatal and postpartum period is associated with the composition and diversity of the gut and vaginal microbiomes in the third trimester of pregnancy. These results provide a foundational understanding of the microbial relationships between maternal health and depression for identifying potential therapeutic treatments.
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Affiliation(s)
- Nikita H Nel
- Department of Food Science and Human Nutrition, Michigan State University, 204 Trout, 469 Wilson Rd, East Lansing, MI 48824, United States of America
| | - Anfal Marafie
- College of Human Medicine, Michigan State University, United States of America
| | - Christine M Bassis
- Department of Internal Medicine, Division of Infectious Diseases, University of Michigan, United States of America
| | - Kameron Y Sugino
- Harold Hamm Diabetes Center, University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States of America
| | - Adannaya Nzerem
- Department of Food Science and Human Nutrition, Michigan State University, 204 Trout, 469 Wilson Rd, East Lansing, MI 48824, United States of America
| | | | - Kimberly S McKee
- Department of Family Medicine, University of Michigan Medical School, United States of America
| | - Sarah S Comstock
- Department of Food Science and Human Nutrition, Michigan State University, 204 Trout, 469 Wilson Rd, East Lansing, MI 48824, United States of America.
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Erlin M, Rianda D, Fadilah F, Erlina L, Rahayu MD, Prafiantini E, Sungkar A, Shankar AH, Agustina R. Association of Prepregnancy Body Mass Index with Gut Microbiota Diversity and Abundance in Pregnant Women. J Nutr 2025:S0022-3166(25)00087-2. [PMID: 39956391 DOI: 10.1016/j.tjnut.2025.02.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2024] [Revised: 01/23/2025] [Accepted: 02/06/2025] [Indexed: 02/18/2025] Open
Abstract
BACKGROUND Understanding the link between prepregnancy nutritional status and gut microbiota during pregnancy may lead to novel maternal and child health interventions. OBJECTIVE To explore the association of prepregnancy body mass index (BMI) status with gut microbiota diversity and abundance during pregnancy. METHODS A cross-sectional study was conducted on 90 pregnant women from primary health centers in Jakarta, Indonesia. Trained staff interviewed women on sociodemographic characteristics and nutrient intake, gathered data on prepregnancy BMI from antenatal records, and obtained fecal samples. Samples were analyzed for microbiota diversity indices [Shannon, Faith phylogenetic diversity (Faith PD), and Chao1] and abundance using 16S ribosome ribonucleic acid sequencing. Multivariate logistic regression was performed adjusting for carbohydrate and protein intake, ethnicity, and education to determine the relationship between prepregnancy BMI and the alpha diversity indices and the presence of the phylum Firmicutes and genera Prevotella and Blautia. RESULTS Pregnant women who were overweight or obese (BMI ≥23.0 kg/m2) before pregnancy had significantly lower odds of having gut microbiota diversity above the median of the Shannon index [adjusted odds ratio (aOR): 0.37, 95% confidence interval (CI): 0.14, 0.97, P = 0.042], Faith PD (aOR: 0.23, 95% CI: 0.07, 0.75, P = 0.015), and Chao1 (aOR: 0.25, 95% CI: 0.09, 0.67, P = 0.006) compared with those who were neither overweight nor obese. Prepregnant women who were overweight or obese also had significantly lower odds of having levels above the median of the phylum Firmicutes (aOR: 0.38, 95% CI: 0.15, 0.98, P = 0.045) and genus Blautia (aOR: 0.32, 95% CI: 0.12, 0.85, P = 0.022) compared with women who were neither overweight nor obese. CONCLUSIONS Prepregnancy overweight or obese status was associated with lower gut microbiota diversity and lower abundance of Firmicutes and Blautia among pregnant women in an urban community. These findings suggest that prepregnancy interventions to control BMI may improve gut flora and potentially benefit pregnant women.
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Affiliation(s)
- Maria Erlin
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Davrina Rianda
- Human Nutrition Research Center, Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Fadilah Fadilah
- Bioinformatics Core Facilities, Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Linda Erlina
- Bioinformatics Core Facilities, Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Mega Diasty Rahayu
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Erfi Prafiantini
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia; Human Nutrition Research Center, Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia
| | - Ali Sungkar
- Department of Obstetrics and Gynecology, Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia
| | - Anuraj H Shankar
- Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom; Oxford University Clinical Research Unit-Indonesia, Jakarta, Indonesia
| | - Rina Agustina
- Department of Nutrition, Faculty of Medicine, Universitas Indonesia-Dr. Cipto Mangunkusumo General Hospital, Jakarta, Indonesia; Human Nutrition Research Center, Indonesian Medical Education and Research Institute, Faculty of Medicine, Universitas Indonesia, Jakarta, Indonesia.
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9
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Caprara GL, von Ameln Lovison O, Martins AF, Bernardi JR, Goldani MZ. Characterization of newborn gut microbiota according to the pre-gestational maternal nutritional status and delivery mode. Arch Gynecol Obstet 2024; 310:2889-2898. [PMID: 39387928 DOI: 10.1007/s00404-024-07772-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2023] [Accepted: 10/05/2024] [Indexed: 10/15/2024]
Abstract
PURPOSE The aim of this study is to characterize the composition of the newborn gut microbiota based on the maternal pre-pregnancy nutritional status and the delivery mode. METHODS A biological sample was collected from the anal mucosa of the newborns between 24 and 48 h after delivery, as it was not possible to collect a meconium sample at that time. A general data collection questionnaire was administered. The microbiome of the samples was analyzed by next-generation sequencing of the hypervariable regions v3-v4 of the 16S gene. Alpha diversity analyses were performed using the Observed Richness and Shannon diversity index metrics and Beta diversity analyses were conducted using Nonmetric multidimensional scaling with Weighted Unifrac, Differential abundance analysis was performed using a Negative Binomial Wald Test with maximum likelihood estimation for coefficients of Generalized Linear Models. RESULTS Newborns of obese mothers exhibited lower alpha diversity compared to newborns of mothers with adequate BMI (body mass index). We observed variation in the composition of the microbial community in newborn stool samples, both from mothers with overweight/obesity and those with adequate pre-pregnancy BMI. We observed a visible correlation between the mode of delivery and the newborn's microbiota. We found variation in the overall composition of the microbial community in the stools of newborns, regardless of the delivery mode. CONCLUSIONS The results of our study demonstrate differences in the microbiota of neonates born via cesarean section compared to those born vaginally as well as differences in newborns of mothers with overweight/obesity compared to those with an adequate pre-pregnancy BMI.
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Affiliation(s)
- Gabriele Luiza Caprara
- Programa de Pós-Graduação Em Saúde da Criança E Do Adolescente, Faculdade de Medicina, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, Brazil.
| | - Otávio von Ameln Lovison
- Laboratório de Pesquisa Em Resistência Bacteriana (LABRESIS), Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Núcleo de Bioinformática (Bioinformatics Core), Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Programa de Pós-Graduação Em Ciências Farmacêuticas, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, Brazil
| | - Andreza Francisco Martins
- Laboratório de Pesquisa Em Resistência Bacteriana (LABRESIS), Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Núcleo de Bioinformática (Bioinformatics Core), Hospital de Clínicas de Porto Alegre, Porto Alegre, RS, Brazil
- Programa de Pós-Graduação Em Ciências Farmacêuticas, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, Brazil
| | - Juliana Rombaldi Bernardi
- Programa de Pós-Graduação Em Saúde da Criança E Do Adolescente, Faculdade de Medicina, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, Brazil
- Programa de Pós-Graduação Em Alimentação, Nutrição E Saúde, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, Brazil
| | - Marcelo Zubaran Goldani
- Programa de Pós-Graduação Em Saúde da Criança E Do Adolescente, Faculdade de Medicina, Universidade Federal Do Rio Grande Do Sul, Porto Alegre, RS, Brazil
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10
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Kinney GA, Haddad EN, Gopalakrishnan N, Sugino KY, Garrow LS, Ng PKW, Comstock SS. Impacts of Whole-Grain Soft Red, Whole-Grain Soft White, and Refined Soft White Wheat Flour Crackers on Gastrointestinal Inflammation and the Gut Microbiota of Adult Humans. BIOLOGY 2024; 13:677. [PMID: 39336104 PMCID: PMC11428712 DOI: 10.3390/biology13090677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2024] [Revised: 08/12/2024] [Accepted: 08/13/2024] [Indexed: 09/30/2024]
Abstract
Consumption of whole-grain wheat has been associated with positive health outcomes, but it remains unclear whether different types of wheat elicit varying effects on the gut microbiome and intestinal inflammation. The objectives of this research were to investigate the effect of two whole-grain wheat flours versus refined wheat flour on the diversity of the human gut microbiota, as well as on butyrate production capacity and gastrointestinal inflammation, using one-week dietary interventions. For this study, 28 participants were recruited, with ages ranging from 18 to 55 years and a mean BMI of 26.0 kg/m2. For four weeks, participants were provided 80 g daily servings of different wheat crackers: Week A was a run-in period of crackers made from soft white wheat flour, Week B crackers were whole-grain soft white wheat flour, Week C crackers were a wash-out period identical to Week A, and Week D crackers were whole-grain soft red wheat flour. At the end of each week, participants provided fecal samples that were analyzed for markers of intestinal inflammation, including lipocalin and calprotectin, using enzyme-linked immunosorbent assays and quantitative real-time PCR. The primary outcome, gut bacterial community alpha and beta diversity, was similar across timepoints. Three taxa significantly differed in abundance following both whole-grain wheat flour interventions: Escherichia/Shigella and Acidaminococcus were significantly depleted, and Lachnospiraceae NK4A136 group was enriched. Secondary outcomes determined that protein markers of intestinal inflammation and genes related to putative butyrate production capacity were similar throughout the study period, with no significant changes. Lipocalin concentrations ranged from 14.8 to 22.6 ng/mL while calprotectin ranged from 33.2 to 62.5 ng/mL across all 4 weeks. The addition of wheat crackers to the adult human subjects' usual diet had a minimal impact on their gastrointestinal inflammation or the gut microbiota.
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Affiliation(s)
| | | | | | | | | | | | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
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11
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Nel NH, Haddad EN, Kerver JM, Cassidy-Bushrow AE, Comstock SS. Maternal Body Mass Index Associates with Prenatal Characteristics and Fecal Microbial Communities. Nutrients 2024; 16:1881. [PMID: 38931236 PMCID: PMC11206496 DOI: 10.3390/nu16121881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/05/2024] [Accepted: 06/08/2024] [Indexed: 06/28/2024] Open
Abstract
The maternal microbiome plays a vital role in shaping pregnancy outcomes, but there remains a substantial gap in understanding its precise relationships to maternal health, particularly in relation to potential effects of body mass index (BMI) on gut microbial diversity. The aim of this observational study was to assess maternal characteristics in association with pre-pregnancy BMI and to further assess microbial diversity in association with specific maternal characteristics. Eighty-four pregnant women were recruited during their third trimester of pregnancy from various prenatal clinics across the state of Michigan. The participants completed an enrollment questionnaire including self-reported pre-pregnancy BMI; stool samples were collected to assess the fecal microbial community composition. Pre-pregnancy obesity (BMI 30+) was associated (univariably) with antibiotic use before pregnancy, ever smoked, lower education level, and being unmarried. The gut microbiota alpha diversity was significantly different for pregnant women by pre-pregnancy BMI category (normal, overweight, obese). The beta diversity was unique for the gut microbiotas of pregnant women within each BMI category, by education level, and by marital status. Multivariable models revealed that pre-pregnancy BMI, maternal education, marital status, and maternal age were associated with the microbial diversity of the gut microbiota during pregnancy. These results give new insight into the relationship between a woman's microbiome during pregnancy and their prenatal health, along with an understanding of the relationships between socioeconomic factors and microbial diversity.
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Affiliation(s)
- Nikita H. Nel
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Eliot N. Haddad
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Jean M. Kerver
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI 48824, USA
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
| | - Andrea E. Cassidy-Bushrow
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI 48202, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
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12
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McKee K, Bassis CM, Golob J, Palazzolo B, Sen A, Comstock SS, Rosas-Salazar C, Stanford JB, O'Connor T, Gern JE, Paneth N, Dunlop AL. Host factors are associated with vaginal microbiome structure in pregnancy in the ECHO Cohort Consortium. Sci Rep 2024; 14:11798. [PMID: 38782975 PMCID: PMC11116393 DOI: 10.1038/s41598-024-62537-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 05/17/2024] [Indexed: 05/25/2024] Open
Abstract
Using pooled vaginal microbiota data from pregnancy cohorts (N = 683 participants) in the Environmental influences on Child Health Outcomes (ECHO) Program, we analyzed 16S rRNA gene amplicon sequences to identify clinical and demographic host factors that associate with vaginal microbiota structure in pregnancy both within and across diverse cohorts. Using PERMANOVA models, we assessed factors associated with vaginal community structure in pregnancy, examined whether host factors were conserved across populations, and tested the independent and combined effects of host factors on vaginal community state types (CSTs) using multinomial logistic regression models. Demographic and social factors explained a larger amount of variation in the vaginal microbiome in pregnancy than clinical factors. After adjustment, lower education, rather than self-identified race, remained a robust predictor of L. iners dominant (CST III) and diverse (CST IV) (OR = 8.44, 95% CI = 4.06-17.6 and OR = 4.18, 95% CI = 1.88-9.26, respectively). In random forest models, we identified specific taxonomic features of host factors, particularly urogenital pathogens associated with pregnancy complications (Aerococcus christensenii and Gardnerella spp.) among other facultative anaerobes and key markers of community instability (L. iners). Sociodemographic factors were robustly associated with vaginal microbiota structure in pregnancy and should be considered as sources of variation in human microbiome studies.
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Grants
- P30 ES010126 NIEHS NIH HHS
- U24OD023382 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- U2C OD023375 NIH HHS
- UH3 OD023271 NIH HHS
- UH3 OD023282 NIH HHS
- UH3OD023282 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- UH3 OD023287 NIH HHS
- U24 OD023319 NIH HHS
- UH3 OD023305 NIH HHS
- UH3 OD023288 NIH HHS
- UH3OD023249 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- U24OD023319 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- UH3 OD023349 NIH HHS
- UH3 OD023268 NIH HHS
- UH3 OD023337 NIH HHS
- UH3 OD023328 NIH HHS
- U24 OD023382 NIH HHS
- UH3 OD023313 NIH HHS
- UH3 OD023289 NIH HHS
- UH3 OD023249 NIH HHS
- UH3 OD023389 NIH HHS
- UH3 OD023290 NIH HHS
- UH3OD023251 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- UH3 OD023285 NIH HHS
- UH3 OD023275 NIH HHS
- P30 ES001247 NIEHS NIH HHS
- UH3 OD023318 NIH HHS
- UH3 OD023248 NIH HHS
- U2COD023375 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- UH3 OD023253 NIH HHS
- UH3 OD023272 NIH HHS
- UH3 OD023347 NIH HHS
- UH3OD023318 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- UH3 OD023251 NIH HHS
- UH3 OD023279 NIH HHS
- UH3OD023285 Environmental influences on Child Health Outcomes (ECHO) program, Office of the Director, National Institutes of Health
- K01 AI153558 NIAID NIH HHS
- U19 AI104317 NIAID NIH HHS
- UH3 OD023244 NIH HHS
- UH3 OD023320 NIH HHS
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Affiliation(s)
- Kimberly McKee
- Department of Family Medicine, University of Michigan, 1018 Fuller St, Ann Arbor, MI, 48104, USA.
| | - Christine M Bassis
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Jonathan Golob
- Division of Infectious Diseases, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Beatrice Palazzolo
- Department of Family Medicine, University of Michigan, 1018 Fuller St, Ann Arbor, MI, 48104, USA
| | - Ananda Sen
- Department of Family Medicine, University of Michigan, 1018 Fuller St, Ann Arbor, MI, 48104, USA
| | - Sarah S Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | | | - Joseph B Stanford
- Department of Family and Preventive Medicine, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Thomas O'Connor
- Departments of Neuroscience and Obstetrics & Gynecology, University of Rochester, Rochester, NY, USA
| | - James E Gern
- Department of Pediatrics, University of Wisconsin, Madison, WI, USA
| | - Nigel Paneth
- Departments of Epidemiology & Biostatistics and Pediatrics & Human Development, Michigan State University, East Lansing, MI, USA
| | - Anne L Dunlop
- Department of Gynecology and Obstetrics, Emory University School of Medicine, Atlanta, GA, USA
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13
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Bu S, Beavers AW, Sugino KY, Keller SF, Alaimo K, Comstock SS. Influence of Compost Amendments on Soil and Human Gastrointestinal Bacterial Communities during a Single Gardening Season. Microorganisms 2024; 12:928. [PMID: 38792758 PMCID: PMC11123992 DOI: 10.3390/microorganisms12050928] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 04/24/2024] [Accepted: 04/29/2024] [Indexed: 05/26/2024] Open
Abstract
To measure associations between gardening with different compost amendments and the human gut microbiota composition, gardeners (n = 25) were provided with one of three types of compost: chicken manure (CM), dairy manure and plant material (DMP), or plant-based (P). Stool samples were collected before gardening (T1), after compost amendment (T2), and at peak garden harvest (T3). Compost and soil samples were collected. DNA was extracted, 16S rRNA libraries were established, and libraries were sequenced by Illumina MiSeq. Sequences were processed using mothur, and data were analyzed in R software version 4.2.2. Fast expectation-maximization microbial source tracking analysis was used to determine stool bacteria sources. At T2/T3, the gut microbiotas of P participants had the lowest Shannon alpha diversity, which was also the trend at T1. In stool from T2, Ruminococcus 1 were less abundant in the microbiotas of those using P compost as compared to those using CM or DMP. At T2, Prevotella 9 had the highest abundance in the microbiotas of those using CM compost. In participants who used CM compost to amend their gardening plots, a larger proportion of the human stool bacteria were sourced from CM compared to soil. Soil exposure through gardening was associated with a small but detectable change in the gardeners' gut microbiota composition. These results suggest that human interactions with soil through gardening could potentially impact health through alterations to the gut microbiota.
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Affiliation(s)
- Sihan Bu
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (S.B.); (K.Y.S.); (K.A.)
| | - Alyssa W. Beavers
- Department of Nutrition and Food Science, Wayne State University, Detroit, MI 48201, USA
| | - Kameron Y. Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (S.B.); (K.Y.S.); (K.A.)
| | - Sarah F. Keller
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (S.B.); (K.Y.S.); (K.A.)
| | - Katherine Alaimo
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (S.B.); (K.Y.S.); (K.A.)
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (S.B.); (K.Y.S.); (K.A.)
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14
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Ma T, Bu S, Nzerem AC, Paneth N, Kerver JM, Cavalieri CN, Comstock SS. Association of the Infant Gut Microbiome with Temperament at Nine Months of Age: A Michigan Cohort Study. Microorganisms 2024; 12:214. [PMID: 38276199 PMCID: PMC10821406 DOI: 10.3390/microorganisms12010214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Revised: 01/12/2024] [Accepted: 01/12/2024] [Indexed: 01/27/2024] Open
Abstract
Though studies in animals and humans link the gut microbiota to brain development and control of behavior, little research has examined this connection in healthy infants. This prospective study could determine associations between infant gut microbiota at 3 months, and infant temperament at 9 months, in a prospective pregnancy cohort (Michigan Archive for Research on Child Health; n = 159). Microbiota profiling with 16S rRNA gene sequencing was conducted on fecal samples obtained at 3 months of age. Based on the relative abundance of gut microbiotas, three groups were identified, and each group was characterized by different microbes. Infant temperament outcomes were reported by mothers using the Infant Behavior Questionnaire-Revised Very Short Form at a mean age of 9.4 months. Fully adjusted multivariate linear regression models showed that certain clusters were associated with higher negative emotionality scores, prominently among infants who had poor vitamin D intake. However, no associations were evident between gut microbiota clusters and temperament scales after FDR correction. After using three differential abundance tools, Firmicutes was associated with higher positive affect/surgency scores, whereas Clostridioides was associated with lower scores. An association between the gut microbiota and early infancy temperament was observed; thus, this study warrants replication, with a particular focus on vitamin D moderation.
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Affiliation(s)
- Tengfei Ma
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA (N.P.)
- Department of Public Health Sciences, Henry Ford Health, Detroit, MI 48202, USA
| | - Sihan Bu
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Adannaya C. Nzerem
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Nigel Paneth
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA (N.P.)
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
| | - Jean M. Kerver
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA (N.P.)
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
| | - Cybil Nicole Cavalieri
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA (N.P.)
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
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15
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Kennedy KM, Plagemann A, Sommer J, Hofmann M, Henrich W, Barrett JF, Surette MG, Atkinson S, Braun T, Sloboda DM. Parity modulates impact of BMI and gestational weight gain on gut microbiota in human pregnancy. Gut Microbes 2023; 15:2259316. [PMID: 37811749 PMCID: PMC10563629 DOI: 10.1080/19490976.2023.2259316] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Accepted: 09/12/2023] [Indexed: 10/10/2023] Open
Abstract
Dysregulation of maternal adaptations to pregnancy due to high pre-pregnancy BMI (pBMI) or excess gestational weight gain (GWG) is associated with worsened health outcomes for mothers and children. Whether the gut microbiome contributes to these adaptations is unclear. We longitudinally investigated the impact of pBMI and GWG on the pregnant gut microbiome. We show that the gut microbiota of participants with higher pBMI changed less over the course of pregnancy in primiparous but not multiparous participants. This suggests that previous pregnancies may have persistent impacts on maternal adaptations to pregnancy. This ecological memory appears to be passed on to the next generation, as parity modulated the impact of maternal GWG on the infant gut microbiome. This work supports a role of the gut microbiome in maternal adaptations to pregnancy and highlights the need for longitudinal sampling and accounting for parity as key considerations for studies of the microbiome in pregnancy and infants. Understanding how these factors contribute to and shape maternal health is essential for the development of interventions impacting the microbiome, including pre/probiotics.
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Affiliation(s)
- Katherine M. Kennedy
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
- Department of Obstetrics and Gynecology, McMaster University, Hamilton, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Canada
| | - Andreas Plagemann
- Department of Obstetrics and Department of ‘Experimental Obstetrics’, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Julia Sommer
- Department of Obstetrics and Department of ‘Experimental Obstetrics’, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Marie Hofmann
- Department of Obstetrics and Department of ‘Experimental Obstetrics’, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Wolfgang Henrich
- Department of Obstetrics and Department of ‘Experimental Obstetrics’, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jon F.R. Barrett
- Department of Obstetrics and Gynecology, McMaster University, Hamilton, Canada
| | - Michael G. Surette
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Canada
- Department of Medicine, McMaster University, Hamilton, Canada
| | - Stephanie Atkinson
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
- Department of Pediatrics, McMaster University, Hamilton, Canada
| | - Thorsten Braun
- Department of Obstetrics and Department of ‘Experimental Obstetrics’, Charité – Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Deborah M. Sloboda
- Department of Biochemistry and Biomedical Sciences, McMaster University, Hamilton, Canada
- Department of Obstetrics and Gynecology, McMaster University, Hamilton, Canada
- Farncombe Family Digestive Health Research Institute, McMaster University, Hamilton, Canada
- Department of Medicine, McMaster University, Hamilton, Canada
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16
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Hu F, Sun X, Su Y, Huang M. The Dynamic Changes in the Composition and Diversity of Vaginal Microbiota in Women of Different Pregnancy Periods. Microorganisms 2023; 11:2686. [PMID: 38004698 PMCID: PMC10673304 DOI: 10.3390/microorganisms11112686] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 10/26/2023] [Accepted: 10/30/2023] [Indexed: 11/26/2023] Open
Abstract
The vaginal microbiota undergoes subtle changes during pregnancy, which may affect different pregnancy responses. This study used the Illumina MiSeq high-throughput sequencing method to analyze the 16S rRNA gene amplicons of pregnant women and the vaginal microbiota structure of pregnant women at different pregnancy periods. There were a total of 15 pregnant women, with 45 samples were taken from these women, within half a year before becoming pregnant, in the last trimester, and 42 days postpartum. Before and after pregnancy, the female vaginal microbiota was mainly composed of Firmicutes, followed by Actinobacteriota and Proteobacteria. The abundance of Lactobacillus was relatively high. The α-diversity and microbial abundance were relatively low, and there was no significant difference in microbial composition between the two. After childbirth, the diversity and abundance of women's vaginal bacterial communities were higher, with a decrease in the number of Firmicutes and a higher abundance of Actinobacteria, Proteobacteria, and Bacteroidota. There was a significant difference in the microbial community structure before and after pregnancy. This study showed that the microbiota structure of the vagina of pregnant women was similar to before pregnancy, but after childbirth, there were significant changes in the microbiota of the vagina, with a decrease in the number of probiotics and an increase in the number of harmful bacteria, increasing the risk of illness.
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Affiliation(s)
| | | | | | - Mingli Huang
- Department of Obstetrics, The First Affiliated Hospital of Harbin Medical University, Harbin 150001, China; (F.H.); (X.S.); (Y.S.)
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17
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Mallott EK, Sitarik AR, Leve LD, Cioffi C, Camargo CA, Hasegawa K, Bordenstein SR. Human microbiome variation associated with race and ethnicity emerges as early as 3 months of age. PLoS Biol 2023; 21:e3002230. [PMID: 37590208 PMCID: PMC10434942 DOI: 10.1371/journal.pbio.3002230] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 07/03/2023] [Indexed: 08/19/2023] Open
Abstract
Human microbiome variation is linked to the incidence, prevalence, and mortality of many diseases and associates with race and ethnicity in the United States. However, the age at which microbiome variability emerges between these groups remains a central gap in knowledge. Here, we identify that gut microbiome variation associated with race and ethnicity arises after 3 months of age and persists through childhood. One-third of the bacterial taxa that vary across caregiver-identified racial categories in children are taxa reported to also vary between adults. Machine learning modeling of childhood microbiomes from 8 cohort studies (2,756 samples from 729 children) distinguishes racial and ethnic categories with 87% accuracy. Importantly, predictive genera are also among the top 30 most important taxa when childhood microbiomes are used to predict adult self-identified race and ethnicity. Our results highlight a critical developmental window at or shortly after 3 months of age when social and environmental factors drive race and ethnicity-associated microbiome variation and may contribute to adult health and health disparities.
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Affiliation(s)
- Elizabeth K. Mallott
- Vanderbilt Microbiome Innovation Center, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Biology, Washington University in St. Louis, St. Louis, Missouri, United States of America
| | - Alexandra R. Sitarik
- Department of Public Health Sciences, Henry Ford Health, Detroit, Michigan, United States of America
| | - Leslie D. Leve
- Prevention Science Institute, University of Oregon, Eugene, Oregon, United States of America
| | - Camille Cioffi
- Prevention Science Institute, University of Oregon, Eugene, Oregon, United States of America
| | - Carlos A. Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
| | - Seth R. Bordenstein
- Vanderbilt Microbiome Innovation Center, Vanderbilt University, Nashville, Tennessee, United States of America
- Department of Biological Sciences, Vanderbilt University, Nashville, Tennessee, United States of America
- Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Vanderbilt Institute for Infection, Immunology, and Inflammation, Vanderbilt University Medical Center, Nashville, Tennessee, United States of America
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, School of Medicine, Nashville, Tennessee, United States of America
- Departments of Biology and Entomology, Pennsylvania State University, University Park, Pennsylvania, United States of America
- The One Health Microbiome Center, Huck Institutes of the Life Sciences, Pennsylvania State University, University Park, Pennsylvania, United States of America
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Shahi A, Khosravi S, Rezvan F, Salehi A, Mahmoudi MB, Amiri A. Evaluation of the periodontal disease on oral microorganisms during pregnancy: A systematic review and meta-analysis. J Clin Transl Res 2023; 9:144-152. [PMID: 37181818 PMCID: PMC10171318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 03/05/2023] [Accepted: 03/17/2023] [Indexed: 05/16/2023] Open
Abstract
Background and Aim In the present study, the potential changes of oral microbes during pregnancy were investigated by examining the findings of the previous studies and comprehensively examining their results. The relationship between oral microorganisms and birth outcomes and adverse labor outcomes was investigated; to provide sufficient evidence. The purpose of the present study was to evaluate periodontal disease in oral microorganisms during pregnancy. Materials and Methods All articles were published between January 2011 and January 2023 in international databases, including PubMed, Scopus, Science Direct, and Embase. To answer the research questions, the Google Scholar search engine employed the PECO strategy. STATA.V17 software was used to analyze the data. Results Two hundred and eighteen studies were found in the initial search; 63 full texts were reviewed; and finally, 14 articles were included in the analysis. The mean differences in salivary S. mutans carriage before and after prenatal dental treatment were 0.92 (MD; 95 CI [0.57, 1.27], P > 0.05). The odds ratio of association between perinatal mortality and periodontal treatment was -0.88 (OR; 95 CI [-2.53, 0.76], P > 0.05) and the odds ratio of association between pre-term birth and periodontal treatment was -0.31 (OR; 95 CI [-0.70, 0.09], P > 0.05). There was a statistically significant relationship between birth weight and periodontal treatment during pregnancy. Conclusion According to the present meta-analysis, periodontal treatment can reduce the odds ratio of perinatal mortality and pre-term birth by 88% and 31%, respectively. High association of microorganisms between pregnancy and postpartum requires further study. Relevance for Patients In the findings of the present study, it is observed that during pregnancy, there is a direct relationship between periodontal disease with low birth weight, perinatal mortality, and pre-term delivery; however, the high association of microorganisms between pregnancy and postpartum requires further study. Oral microforms are reported to be affected in pregnant women, and they should take extra care of their mouth and teeth. Sufficient and strong evidence can help to improve the health outcomes of mothers and children.
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Affiliation(s)
- Anahita Shahi
- Department of Periodontics, School of Dentistry, Semnan University of Medical Sciences, Semnan, Iran
| | - Setareh Khosravi
- Department of Orthodontics, School of Dentistry, Alborz University of Medical Sciences, Karaj, Iran
| | - Farnaz Rezvan
- Department of General Dentistry, Faculty of Dentistry, Kurdistan University of Medical Sciences, Sanandaj, Iran
| | - Ali Salehi
- Department of Oral and Maxillofacial Radiology, School of Dentistry, Islamic Azad University, Isfahan (Khorasgan) Branch, Isfahan, Iran
| | | | - Ali Amiri
- Department of Orthodontics, College of Stomatology, The First Affiliated Stomatological Hospital, Xi’an Jiaotong University, Xi’an, PR China
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Santarossa S, Sitarik AR, Cassidy-Bushrow AE, Comstock SS. Prenatal physical activity and the gut microbiota of pregnant women: results from a preliminary investigation. Phys Act Nutr 2023; 27:1-7. [PMID: 37583065 PMCID: PMC10440177 DOI: 10.20463/pan.2023.0011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 05/05/2023] [Accepted: 05/15/2023] [Indexed: 08/17/2023] Open
Abstract
PURPOSE To determine whether physical activity (PA), specifically meeting the recommended 150 minutes of moderate-intensity PA per week, is associated with gut microbiota composition in pregnant women. METHODS In an ongoing birth cohort study, questions from the Behavioral Risk Factor Surveillance System, which provides data on PA variables, were used to determine whether pregnant women met or exceeded the PA recommendations. To profile the composition of gut bacterial microbiota, 16S rRNA sequencing was performed on stool samples obtained from pregnant women. Differences in alpha diversity metrics (richness, Pielou's evenness, and Shannon's diversity) according to PA were determined using linear regression, whereas beta diversity relationships (Canberra and Bray-Curtis) were assessed using Permutational multivariate analysis of variance (PERMANOVA). Differences in relative taxon abundance were determined using DESeq2. RESULTS The complete analytical sample included 23 women that were evaluated for both PA and 16S rRNA sequencing data (median age [Q1; Q3] = 30.5 [26.6; 34.0] years; 17.4% Black), and 11 (47.8%) met or exceeded the PA recommendations. Meeting or exceeding the PA recommendations during pregnancy was not associated with gut microbiota richness, evenness, or diversity, but it was related to distinct bacterial composition using both Canberra (p = 0.005) and Bray-Curtis (p = 0.022) distances. Significantly lower abundances of Bacteroidales, Bifidobacteriaceae, Lactobacillaceae, and Streptococcaceae were observed in women who met or exceeded the PA recommendations (all false discovery rates adjusted, p < 0.02). CONCLUSION Pregnant women who met or exceeded the PA recommendations showed altered gut microbiota composition. This study forms the basis for future studies on the impact of PA on gut microbiota during pregnancy.
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Affiliation(s)
- Sara Santarossa
- Department of Public Health Sciences, Henry Ford Health System, Michigan, USA
| | | | | | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, Michigan, USA
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Haddad EN, Nel NH, Petrick LM, Kerver JM, Comstock SS. Associations between the Gut Microbiota, Urinary Metabolites, and Diet in Women during the Third Trimester of Pregnancy. Curr Dev Nutr 2023; 7:100025. [PMID: 37304851 PMCID: PMC10257213 DOI: 10.1016/j.cdnut.2022.100025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 12/05/2022] [Accepted: 12/08/2022] [Indexed: 12/26/2022] Open
Abstract
Background Pregnancy causes many metabolic and physiologic changes. However, associations between gut microbiota, dietary intake, and urinary metabolites are poorly characterized in pregnant women. Objectives The research objective was to identify dietary and microbial associations with urinary metabolites during pregnancy to elucidate potential biomarkers and microbial targets to improve maternal-fetal health. This is a secondary outcome of the study. Methods Pregnant women (n = 27) in the Pregnancy EAting and POstpartum Diapers pilot study provided dietary intake information in addition to fecal and urine samples at 36 wk gestation. The gut microbiota was characterized following fecal DNA extraction and 16S rRNA gene sequencing. Urinary metabolites were identified using liquid chromatography high-resolution mass spectrometry. Results Urinary glycocholate was consistently and negatively correlated with α-carotene intake. There were 9 significant correlations between microbial taxa and urinary metabolites and 13 significant correlations between microbial taxa and dietary intake. On average, Bacteroides were the most abundant taxon in the participants' gut microbiotas. Notably, the gut microbiotas of some pregnant women were not dominated by this taxon. Bacteroides-dominant women consumed more protein, fat, and sodium, and their gut microbiotas had lower alpha diversity than those of nondominant participants. Conclusions Several urinary metabolites and microbial taxa were associated with maternal diet and gastrointestinal community composition during the third trimester of pregnancy. Future work should determine the mechanisms underlying the associations identified herein.
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Affiliation(s)
- Eliot N. Haddad
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Nikita H. Nel
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Lauren M. Petrick
- Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Institute for Exposomics Research, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jean M. Kerver
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
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21
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Rahman T, Sarwar PF, Potter C, Comstock SS, Klepac-Ceraj V. Role of human milk oligosaccharide metabolizing bacteria in the development of atopic dermatitis/eczema. Front Pediatr 2023; 11:1090048. [PMID: 37020647 PMCID: PMC10069630 DOI: 10.3389/fped.2023.1090048] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 02/23/2023] [Indexed: 04/07/2023] Open
Abstract
Despite affecting up to 20% of infants in the United States, there is no cure for atopic dermatitis (AD), also known as eczema. Atopy usually manifests during the first six months of an infant's life and is one predictor of later allergic health problems. A diet of human milk may offer protection against developing atopic dermatitis. One milk component, human milk oligosaccharides (HMOs), plays an important role as a prebiotic in establishing the infant gut microbiome and has immunomodulatory effects on the infant immune system. The purpose of this review is to summarize the available information about bacterial members of the intestinal microbiota capable of metabolizing HMOs, the bacterial genes or metabolic products present in the intestinal tract during early life, and the relationship of these genes and metabolic products to the development of AD/eczema in infants. We find that specific HMO metabolism gene sets and the metabolites produced by HMO metabolizing bacteria may enable the protective role of human milk against the development of atopy because of interactions with the immune system. We also identify areas for additional research to further elucidate the relationship between the human milk metabolizing bacteria and atopy. Detailed metagenomic studies of the infant gut microbiota and its associated metabolomes are essential for characterizing the potential impact of human milk-feeding on the development of atopic dermatitis.
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Affiliation(s)
- Trisha Rahman
- Department of Biological Sciences, Wellesley College, Wellesley, MA, United States
| | - Prioty F. Sarwar
- Department of Biological Sciences, Wellesley College, Wellesley, MA, United States
| | - Cassie Potter
- Department of Biological Sciences, Wellesley College, Wellesley, MA, United States
| | - Sarah S. Comstock
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, United States
| | - Vanja Klepac-Ceraj
- Department of Biological Sciences, Wellesley College, Wellesley, MA, United States
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Kerver JM, Khiraya Y, Gryc JM, Gardiner JC, Comstock SS. Feasibility of a Food Delivery Intervention during Pregnancy in a Rural US Population: The PEAPOD Pilot Study. Nutrients 2023; 15:816. [PMID: 36839174 PMCID: PMC9958944 DOI: 10.3390/nu15040816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/28/2023] [Accepted: 02/01/2023] [Indexed: 02/08/2023] Open
Abstract
Pregnancy nutrition is important for maternal and child health and may affect the development of the infant gut microbiome. Our objective was to assess the feasibility of implementing a food-based intervention designed to increase fiber intake among pregnant women in a rural setting. Participants were enrolled (N = 27) mid-pregnancy from a prenatal care clinic in rural Michigan, randomized to intervention (N = 13) or usual care (N = 14), and followed to 6 weeks postpartum. The intervention was designed to be easily replicable and scalable by partnering with hospital foodservices and included non-perishable high fiber foods and recipes, as well as weekly delivery of salads, soup, and fresh fruit. Surveys, maternal blood, urine, and stool were collected at 24- and 36-weeks gestation and at 6 weeks postpartum. Infant stool was collected at 6 weeks. Participants were 100% White (7% Hispanic White, 7% Native American and White); 55% with education < 4-year college degree. Data on dietary intake and urinary trace elements are presented as evidence of feasibility of outcome measurement. Retention was high at 93%; 85% reported high satisfaction. The intervention described here can be replicated and used in larger, longer studies designed to assess the effects of pregnancy diet on the establishment of the infant gut microbiome and related health outcomes.
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Affiliation(s)
- Jean M. Kerver
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI 48824, USA
| | - Yash Khiraya
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
| | - Janel M. Gryc
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI 48824, USA
| | - Joseph C. Gardiner
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI 48824, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA
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Dreisbach C, Alhusen J, Prescott S, Dudley D, Trinchieri G, Siega‐Riz AM. Metagenomic characterization of the maternal prenatal gastrointestinal microbiome by pregravid BMI. Obesity (Silver Spring) 2023; 31:412-422. [PMID: 36562201 PMCID: PMC10108029 DOI: 10.1002/oby.23659] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 08/15/2022] [Accepted: 09/07/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVE The incidence of women entering into pregnancy with BMI indicating overweight or obesity is rising with concurrent increases in adverse complications such as gestational diabetes. Although several studies have examined the compositional changes to the microbiome across BMI classifications, there has been no investigation regarding changes in microbial function during pregnancy. METHODS A total of 105 gastrointestinal microbiome biospecimens were used in this analysis. Biospecimens were sequenced by using the Illumina NovaSeq 6000 shotgun metagenomics platform. RESULTS Findings indicate an enrichment in microbiota from the phylum Firmicutes across all pregravid BMI groups with a decrease in α diversity in groups with BMI indicating obesity or overweight compared with a group with BMI indicating normal weight (p = 0.02). More specifically, women with BMI indicating obesity or overweight had enrichment in Bifidobacterium bifidum and B. adolescentis. Women with BMI > 25 kg/m2 had a higher abundance of microbiota that support biotin synthesis and regulate epithelial cells in the lower gastrointestinal tract. These epithelial cells are responsible for host adaptability to dietary lipid variation and caloric absorption. CONCLUSIONS Our analysis suggests that there are differences in microbial composition and function between BMI groups. Future research should consider how these changes contribute to specific clinical outcomes during pregnancy.
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Affiliation(s)
- Caitlin Dreisbach
- School of NursingUniversity of VirginiaCharlottesvilleVirginiaUSA
- Data Science InstituteColumbia UniversityNew YorkNew YorkUSA
- School of NursingUniversity of RochesterNew YorkNew YorkUSA
| | - Jeanne Alhusen
- School of NursingUniversity of VirginiaCharlottesvilleVirginiaUSA
| | - Stephanie Prescott
- College of NursingUniversity of South FloridaTampaFloridaUSA
- Center for Cancer ResearchNational Cancer InstituteBethesdaMarylandUSA
| | - Donald Dudley
- Department of Obstetrics and GynecologyUniversity of Virginia Health SystemCharlottesvilleVirginiaUSA
| | | | - Anna Maria Siega‐Riz
- School of Public Health and Health SciencesUniversity of MassachusettsAmherstMassachusettsUSA
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24
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JaBaay NR, Nel NH, Comstock SS. Dietary Intake by Toddlers and Preschool Children: Preliminary Results from a Michigan Cohort. CHILDREN (BASEL, SWITZERLAND) 2023; 10:children10020190. [PMID: 36832319 PMCID: PMC9955406 DOI: 10.3390/children10020190] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 01/04/2023] [Accepted: 01/05/2023] [Indexed: 01/22/2023]
Abstract
Identifying the consumption patterns of toddlers and preschool children is critical to evaluating their potential for healthy development and future heath trajectories. The purpose of this longitudinal cohort study was to describe breastfeeding, nutritional trends, and dietary diversity in 12-to-36-month-old children in a Michigan cohort. Mothers completed surveys when their children were 12 (n = 44), 24 (n = 46) and 36 months old (n = 32). Mothers reported their child's dietary intake in the past 24 h and intake of specific foods in the past year. About 95% of 12-to-24-month-old children in the study population were ever breastfed, with 70% consuming human milk at 6 months and just over 40% at 12 months. Over 90% of participants gave their child a bottle since birth, with 75% providing human milk and 69% giving formula. Consumption of juice significantly increased with age and ~55% of the 36-month-old children consumed juice. A larger proportion of children consumed soda, chocolate, and candy as they aged. Though dietary diversity numerically increased with child age, this did not reach significance. Gut microbiota composition and structure was not associated with diet diversity. This research lays the foundation for future work to determine which nutritional interventions may be most effective in this population.
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25
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Lynch CMK, O’Riordan KJ, Clarke G, Cryan JF. Gut Microbes: The Gut Brain Connection. CLINICAL UNDERSTANDING OF THE HUMAN GUT MICROBIOME 2023:33-59. [DOI: 10.1007/978-3-031-46712-7_4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2025]
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Cömert TK, Akpinar F, Erkaya S, Durmaz B, Durmaz R. The effect of pre-pregnancy obesity on gut and meconium microbiome and relationship with fetal growth. J Matern Fetal Neonatal Med 2022; 35:10629-10637. [PMID: 36398501 DOI: 10.1080/14767058.2022.2148098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To investigate the effect of pre-pregnancy obesity on maternal and newborn microbiomes and fetal growth. METHODS Individuals who gained body weight in accordance with the recommendations during pregnancy and normal gestastional age are included in the study and were separated into two groups, normal (n = 20) and obese (n = 20), based on their body mass index (BMI) value of pre-pregnancy. Maternal stool samples collected during the first trimester of pregnancy and meconium samples collected at birth were evaluated using 16S rRNA gene-based microbiome analysis. RESULTS The stool samples of mothers who were obese before pregnancy harbored a higher (59.9 versus 52.3%) relative abundance of Firmicutes and a lower (7.1 versus 4.1%) relative abundance of Proteobacteria than the stool samples of mothers with normal body weight pre-pregnancy. In contrast, in the meconium samples of mothers who were obese pre-pregnancy, compared to those of mothers who had a normal body weight pre-pregnancy, the phylum Firmicutes was less (56.0 versus 69.0%) abundant and Proteobacteria (9.0 versus 8.5%) was more abundant. There was a negative correlation between pre-pregnancy BMI, birth weight, weight/height ratio and alpha diversity indices (Shannon and Chao1). CONCLUSIONS Pre-pregnancy obesity can affect pregnant and newborn gut microbiota, which might related to fetal growth of the newborn.
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Affiliation(s)
- Tuğba Küçükkasap Cömert
- Department of Nutrition and Dietetics, Gülhane Faculty of Health Sciences, University of Health Sciences Turkey, Ankara, Turkey
| | - Funda Akpinar
- Department of Obstetrics and Gynecology, Ankara Etlik Zübeyde Hanim Health Practice, University of Health Sciences Turkey, Ankara, Turkey
| | - Salim Erkaya
- Department of Obstetrics and Gynecology, Ankara Etlik Zübeyde Hanim Health Practice, University of Health Sciences Turkey, Ankara, Turkey
| | - Bengül Durmaz
- Department of Clinical Microbiology, Faculty of Medicine, Yüksek İhtisas University, Ankara, Turkey
| | - Riza Durmaz
- Department of Clinical Microbiology, Faculty of Medicine, Molecular Microbiology Section, Ankara Yildirim Beyazit University, Ankara, Turkey
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Freitas RGBON, Vasques ACJ, Fernandes GR, Ribeiro FB, Solar I, Barbosa MG, Almeida-Pititto B, Geloneze B, Ferreira SRG. Gestational weight gain and visceral adiposity in adult offspring: Is there a link with the fecal abundance of Acidaminococcus genus? Eur J Clin Nutr 2022; 76:1705-1712. [PMID: 35906333 DOI: 10.1038/s41430-022-01182-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 07/05/2022] [Accepted: 07/11/2022] [Indexed: 11/08/2022]
Abstract
Intrauterine environment can influence the offspring's body adiposity whose distribution affect the cardiometabolic risk. Underlying mechanisms may involve the gut microbiome. We investigated associations of gestational weight gain with the adult offspring's gut microbiota, body adiposity and related parameters in participants of the Nutritionists' Health Study. METHODS This cross-sectional analysis included 114 women who had early life and clinical data, body composition, and biological samples collected. The structure of fecal microbiota was analyzed targeting the V4 region of the 16 S rRNA gene. Beta diversity was calculated by PCoA and PERMANOVA used to test the impact of categorical variables into the diversity. Bacterial clusters were identified based on the Jensen-Shannon divergence matrix and Calinski-Harabasz index. Correlations were tested by Spearman coefficient. RESULTS Median age was 28 (IQR 24-31) years and BMI 24.5 (IQR 21.4-28.0) kg/m2. Fifty-eight participants were assigned to a profile driven by Prevotella and 56 to another driven by Blautia. Visceral adipose tissue was correlated to abundance of Acidaminococcus genus considering the entire sample (r = 0.37; p < 0.001) and the profiles (Blautia: r = 0.35, p = 0.009, and Prevotella: r = 0.38, p = 0.006). In Blautia-driven profile, the same genus was also correlated to maternal gestational weight gain (r = 0.38, p = 0.006). CONCLUSIONS Association of Acidaminococcus with gestational weight gain could reinforce the relevance with mothers' nutritional status for gut colonization at the beginning of life. Whether Acidaminococcus abundance could be a marker for central distribution of adiposity in young women requires further investigation.
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Affiliation(s)
- R G B O N Freitas
- Department of Epidemiology, School of Public Health, University of São Paulo, São Paulo, Brazil
- Laboratory of Investigation in Metabolism and Diabetes, Gastrocentro, School of Medical Sciences - University of Campinas, São Paulo, Brazil
| | - A C J Vasques
- Laboratory of Investigation in Metabolism and Diabetes, Gastrocentro, School of Medical Sciences - University of Campinas, São Paulo, Brazil
- School of Applied Sciences - University of Campinas, São Paulo, Brazil
| | - G R Fernandes
- Oswaldo Cruz Foundation, Belo Horizonte, São Paulo, Brazil
| | - F B Ribeiro
- Laboratory of Investigation in Metabolism and Diabetes, Gastrocentro, School of Medical Sciences - University of Campinas, São Paulo, Brazil
| | - I Solar
- Laboratory of Investigation in Metabolism and Diabetes, Gastrocentro, School of Medical Sciences - University of Campinas, São Paulo, Brazil
- School of Applied Sciences - University of Campinas, São Paulo, Brazil
| | - M G Barbosa
- School of Applied Sciences - University of Campinas, São Paulo, Brazil
| | - B Almeida-Pititto
- Department of Preventive Medicine, Federal University of São Paulo, São Paulo, Brazil
| | - B Geloneze
- Laboratory of Investigation in Metabolism and Diabetes, Gastrocentro, School of Medical Sciences - University of Campinas, São Paulo, Brazil
- Obesity and Comorbidities Research Center, University of Campinas, São Paulo, Brazil
| | - S R G Ferreira
- Department of Epidemiology, School of Public Health, University of São Paulo, São Paulo, Brazil.
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Bu S, Kar W, Tucker RM, Comstock SS. Minimal Influence of Cayenne Pepper on the Human Gastrointestinal Microbiota and Intestinal Inflammation in Healthy Adult Humans-A Pilot Study. LIFE (BASEL, SWITZERLAND) 2022; 12:life12111849. [PMID: 36430985 PMCID: PMC9695709 DOI: 10.3390/life12111849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 11/03/2022] [Accepted: 11/08/2022] [Indexed: 11/16/2022]
Abstract
Diet impacts human gut microbial composition. Phytochemicals in cayenne pepper (CP), such as capsaicin, have anti-inflammatory properties and alter bacterial growth in vitro. However, the evidence that CP impacts the human microbiota and intestinal inflammation in free-living adults is lacking. Thus, the objective of this randomized cross-over study was to determine the influence of CP on human gut microbiota and intestinal inflammation in vivo. A total of 29 participants were randomly allocated to consume two 250 mL servings of tomato juice plus 1.8 g of CP each day or juice only for 5 days before crossing over to the other study arm. Fecal samples were analyzed. CP reduced Oscillibacter and Phascolarctobacterium but enriched Bifidobacterium and Gp6. When stratified by BMI (body mass index), only the increase in Gp6 was observed in all BMI groups during CP treatment. Stool concentrations of lipocalin-2 and calprotectin were similar regardless of CP treatment. However, lipocalin-2 and calprotectin levels were positively correlated in samples taken after CP consumption. Neither lipocalin-2 nor calprotectin levels were related to gut microbial composition. In conclusion, in healthy adult humans under typical living conditions, consumption of CP minimally influenced the gut microbiota and had little impact on intestinal inflammation.
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29
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Haddad EN, Ferro LE, Russell KEB, Sugino KY, Kerver JM, Comstock SS. Fecal Bacterial Communities Differ by Lactation Status in Postpartum Women and Their Infants. J Hum Lact 2022; 38:270-280. [PMID: 34903081 DOI: 10.1177/08903344211060343] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
BACKGROUND Previous research examined effects of human milk on the infant gut microbiota, but little attention has been given to the microbiota of lactating women. RESEARCH AIM To determine associations between exclusive human milk feeding and gut microbiota characteristics in mothers and infants at 6-weeks postpartum. METHODS A sample of mother-infant dyads (N = 24) provided fecal samples and questionnaire responses at 6-weeks postpartum as part of the Pregnancy, EAting & POstpartum Diapers study. Deoxyribonucleic acid was extracted from stool samples, followed by (V4) 16S ribosomal ribonucleic acid gene amplicon sequencing. Alpha and beta diversity, in addition to taxa differences, were compared by human milk exposure status, exclusive versus non-exclusive. A subset of dyads (those exclusively fed human milk; n = 14) was analyzed for shared bifidobacterial species using polymerase chain reaction. RESULTS Alpha diversity was significantly lower in exclusively human milk-fed infants. Maternal lactation status (exclusive vs. partial) and Shannon diversity were associated in univariate analysis but were no longer associated in multivariable regression including body mass index category in the model. Beta diversity (Sorensen dissimilarity) of fecal samples from women and infants was significantly associated with human milk feeding. Of six infants with Bifidobacterium longum subspecies longum in their fecal samples, all their mothers shared the same species. CONCLUSION Maternal gut microbiotas differ by lactation status, a relationship potentially confounded by body mass index category. Further research is needed to identify whether lactation directly influences the maternal gut microbiota, which may be another mechanism by which lactation influences health.
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Affiliation(s)
- Eliot N Haddad
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Lynn E Ferro
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Kathleen E B Russell
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Kameron Y Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Jean M Kerver
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Sarah S Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
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Tu X, Duan C, Lin B, Li K, Gao J, Yan H, Wang K, Zhao Z. Characteristics of the gut microbiota in pregnant women with fetal growth restriction. BMC Pregnancy Childbirth 2022; 22:297. [PMID: 35392848 PMCID: PMC8991653 DOI: 10.1186/s12884-022-04635-w] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/30/2022] [Indexed: 02/07/2023] Open
Abstract
Background Fetal growth restriction (FGR) in utero leads to failure of fetus to reach the genetically normal growth potential. Currently available means of treating FGR are limited. And it remains unknown how pregnant women who give birth to FGR fetus differ in gut microbiota composition from normal pregnant women. Methods In this case-control study, fecal samples were obtained from maternal rectum in the operation room by an obstetrician under strict aseptic conditions. We compared gut microbiota of 14 pregnant women with FGR and 18 normal controls by performing 16S rDNA amplicon sequencing. Results We identified significant differences in β-diversity between the FGR and control groups (P < 0.05). At genus level, Bacteroides, Faecalibacterium and Lachnospira were highly abundant in the FGR subjects, which are significantly enriched in Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways related to glycometabolism. Conclusion These findings demonstrated that the distinct composition of the gut microbiota between FGR and normal pregnant women could contribute to an improved understanding of the prevention and treatment of FGR.
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Affiliation(s)
- Xinzhi Tu
- Department of Obstetrics and Gynecology, Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Chun Duan
- Clinical laboratory, Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Bingying Lin
- Clinical laboratory, Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Kangfeng Li
- Department of Obstetrics and Gynecology, Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Jie Gao
- Department of Obstetrics and Gynecology, Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Huaying Yan
- Department of Obstetrics and Gynecology, Affiliated Shenzhen Maternity & Child Healthcare Hospital, Southern Medical University, Shenzhen, China
| | - Kejian Wang
- The Third Affiliated Hospital of Shandong First Medical University (Affiliated Hospital of Shandong Academy of Medical Sciences), Jinan, China. .,Gastroenterology Institute and Clinical Center of Shandong First Medical University, Jinan, China.
| | - Zhao Zhao
- Department of Anesthesiology, Shenzhen University First Affiliated Hospital / Shenzhen Second People's Hospital, Shenzhen, China.
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SANTOSA IRENA, SHOJI HIROMICHI, ITOH SHIGERU, SHIMIZU TOSHIAKI. Roles of Probiotics in Reduction of Neonatal Jaundice in Term Newborns. JUNTENDO IJI ZASSHI = JUNTENDO MEDICAL JOURNAL 2022; 68:140-146. [PMID: 38912278 PMCID: PMC11189792 DOI: 10.14789/jmj.jmj21-0044-oa] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Accepted: 11/24/2021] [Indexed: 06/25/2024]
Abstract
Objective the primary objective was to examine the effect of Bifidobacterium on decreasing the bilirubin level in term neonates delivered by Caesarean Section (CS). Materials and Methods A total of 153 healthy term neonates delivered by CS were included in this study and were divided into the non-probiotic group (n=99) and probiotic group (n=54) based on the history of probiotics administration. There were no infants who underwent phototherapy. A total of 20 doses of probiotics were given orally from the first day of life. The transcutaneous bilirubin (TcB) levels were measured every day for the first 5 days of life. Data of each infant and mother were gathered from medical records. Results The bilirubin level per day (day-1 to day-5) in the non-probiotic group was no different from the probiotic group. Differences in bilirubin level between day-5 and day-1, and also between day-5 and day-2 were not different between the two groups. There was a significant (p = 0.03) body weight gain in the probiotic groups with a mean of 36.09 ± 8.23 gram/day. No obvious adverse reactions were seen in both the non-probiotic group and probiotic group. Conclusions Our findings suggest no significant effects of probiotics on lowering bilirubin levels in the first five days of life. Also, probiotics have a positive effect on body weight gain in healthy term infants, and it is safe to be given to newborns.
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Affiliation(s)
| | - HIROMICHI SHOJI
- Corresponding author: Hiromichi Shoji, Department of Pediatrics and Adolescent Medicine, Juntendo University Graduate School of Medicine, 2-1-1 Hongo, Bunkyo-ku, Tokyo 113-8421, Japan, TEL: +81-3-3813-3111 FAX: +81-3-5800-0216 E-mail:
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Vitamin D Supplementation in Exclusively Breastfed Infants Is Associated with Alterations in the Fecal Microbiome. Nutrients 2022; 14:nu14010202. [PMID: 35011077 PMCID: PMC8747039 DOI: 10.3390/nu14010202] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 12/24/2021] [Accepted: 12/30/2021] [Indexed: 02/01/2023] Open
Abstract
Breastfeeding and introduction of solid food are the two major components of infant feeding practices that influence gut microbiota composition in early infancy. However, it is unclear whether additional factors influence the microbiota of infants either exclusively breastfed or not breastfed. We obtained 194 fecal samples from infants at 3–9 months of age, extracted DNA, and sequenced the V4 region of the 16S rRNA gene. Feeding practices and clinical information were collected by questionnaire and abstraction of birth certificates. The gut microbiota of infants who were exclusively breastfed displayed significantly lower Shannon diversity (p-adjust < 0.001) and different gut microbiota composition compared to infants who were not breastfed (p-value = 0.001). Among the exclusively breastfed infants, recipients of vitamin D supplements displayed significantly lower Shannon diversity (p-adjust = 0.007), and different gut microbiota composition structure than non-supplemented, breastfed infants (p-value = 0.02). MaAslin analysis identified microbial taxa that associated with breastfeeding and vitamin D supplementation. Breastfeeding and infant vitamin D supplement intake play an important role in shaping infant gut microbiota.
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Wang Z, Usyk M, Vázquez-Baeza Y, Chen GC, Isasi CR, Williams-Nguyen JS, Hua S, McDonald D, Thyagarajan B, Daviglus ML, Cai J, North KE, Wang T, Knight R, Burk RD, Kaplan RC, Qi Q. Microbial co-occurrence complicates associations of gut microbiome with US immigration, dietary intake and obesity. Genome Biol 2021; 22:336. [PMID: 34893089 PMCID: PMC8665519 DOI: 10.1186/s13059-021-02559-w] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 11/23/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Obesity and related comorbidities are major health concerns among many US immigrant populations. Emerging evidence suggests a potential involvement of the gut microbiome. Here, we evaluated gut microbiome features and their associations with immigration, dietary intake, and obesity in 2640 individuals from a population-based study of US Hispanics/Latinos. RESULTS The fecal shotgun metagenomics data indicate that greater US exposure is associated with reduced ɑ-diversity, reduced functions of fiber degradation, and alterations in individual taxa, potentially related to a westernized diet. However, a majority of gut bacterial genera show paradoxical associations, being reduced with US exposure and increased with fiber intake, but increased with obesity. The observed paradoxical associations are not explained by host characteristics or variation in bacterial species but might be related to potential microbial co-occurrence, as seen by positive correlations among Roseburia, Prevotella, Dorea, and Coprococcus. In the conditional analysis with mutual adjustment, including all genera associated with both obesity and US exposure in the same model, the positive associations of Roseburia and Prevotella with obesity did not persist, suggesting that their positive associations with obesity might be due to their co-occurrence and correlations with obesity-related taxa, such as Dorea and Coprococcus. CONCLUSIONS Among US Hispanics/Latinos, US exposure is associated with unfavorable gut microbiome profiles for obesity risk, potentially related to westernized diet during acculturation. Microbial co-occurrence could be an important factor to consider in future studies relating individual gut microbiome taxa to environmental factors and host health and disease.
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Affiliation(s)
- Zheng Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
| | - Mykhaylo Usyk
- Departments of Pediatrics, Albert Einstein College of Medicine, Bronx, New York, USA
| | - Yoshiki Vázquez-Baeza
- Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA USA
- Jacobs School of Engineering, University of California, San Diego, La Jolla, CA USA
| | - Guo-Chong Chen
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
| | - Carmen R. Isasi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
| | | | - Simin Hua
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
| | - Daniel McDonald
- Department of Pediatrics, University of California, San Diego, La Jolla, CA USA
| | | | | | - Jianwen Cai
- University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Kari E. North
- University of North Carolina at Chapel Hill, Chapel Hill, NC USA
| | - Tao Wang
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
| | - Rob Knight
- Center for Microbiome Innovation, University of California, San Diego, La Jolla, CA USA
- Department of Pediatrics, University of California, San Diego, La Jolla, CA USA
- Department of Bioengineering, University of California, San Diego, La Jolla, CA USA
- Department of Computer Science and Engineering, University of California, San Diego, La Jolla, CA USA
| | - Robert D. Burk
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
- Department of Obstetrics & Gynecology and Women’s Health, Albert Einstein College of Medicine, Bronx, NY USA
- Department of Microbiology & Immunology, Albert Einstein College of Medicine, Bronx, NY USA
| | - Robert C. Kaplan
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA USA
| | - Qibin Qi
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY 10461 USA
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA USA
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Sugino KY, Ma T, Kerver JM, Paneth N, Comstock SS. Human Milk Feeding Patterns at 6 Months of Age are a Major Determinant of Fecal Bacterial Diversity in Infants. J Hum Lact 2021; 37:703-713. [PMID: 32926654 DOI: 10.1177/0890334420957571] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND Maternal pre-pregnancy obesity and human milk feeding have been associated with altered infant gut microbiota. RESEARCH AIM Determine the relationships between maternal pre-pregnancy BMI, human milk exposure, and their influence on the infant microbiota simultaneously. METHODS This was a cross-sectional study of infants at 6 months of age (N = 36), a time when many infants are fed a mixed diet of human milk and other foods. Fecal samples and participant information were collected from a subset of dyads enrolled in two related prospective cohorts (ARCHGUT and BABYGUT) in Michigan. Sequencing the V4 region of the 16S gene was used to analyze fecal bacterial samples collected from 6-month-old infants. Participants were grouped into four categories designated by their extent of human milk exposure (100%, 80%, 50%-80%, ≤ 20% human milk in the infant diet) and by maternal pre-pregnancy BMI category (normal, overweight, obese). RESULTS Fewer participants with pre-pregnancy obesity were breastfeeding at 6 months postpartum compared to non-obese participants (35.7% and 81.8%, respectively). In univariate analyses, maternal pre-pregnancy BMI and human milk exposure were both significantly associated with alpha and beta diversity of the infant microbiota. However, in multivariate analyses, human milk exposure accounted for 20% of the variation in alpha diversity, but pre-pregnancy BMI was not significantly associated with any form of microbiota diversity. CONCLUSIONS The proportion of the infant diet that was human milk at 6 months was the major determinant of alpha and beta diversity of the infant. Maternal obesity contributes to the gut microbiota by its association with the extent of human milk feeding.
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Affiliation(s)
- Kameron Y Sugino
- 3078 Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Tengfei Ma
- 3078 Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan
| | - Jean M Kerver
- 3078 Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan
| | - Nigel Paneth
- 3078 Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, Michigan.,3078 Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, Michigan
| | - Sarah S Comstock
- 3078 Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
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Sugino KY, Ma T, Paneth N, Comstock SS. Effect of Environmental Exposures on the Gut Microbiota from Early Infancy to Two Years of Age. Microorganisms 2021; 9:2140. [PMID: 34683461 PMCID: PMC8537618 DOI: 10.3390/microorganisms9102140] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 09/30/2021] [Accepted: 09/30/2021] [Indexed: 01/19/2023] Open
Abstract
The gut microbiota undergoes rapid changes during infancy in response to early-life exposures. We have investigated how the infant gut bacterial community matures over time and how exposures such as human milk and antibiotic treatment alter gut microbiota development. We used the LonGP program to create predictive models to determine the contribution of exposures on infant gut bacterial abundances from one month to two years of age. These models indicate that infant antibiotic use, human milk intake, maternal pre-pregnancy BMI, and sample shipping time were associated with changes in gut microbiome composition. In most infants, Bacteroides, Lachnospiraceae unclassified, Faecalibacterium, Akkermansia, and Phascolarctobacterium abundance increased rapidly after 6 months, while Escherichia, Bifidobacterium, Veillonella, and Streptococcus decreased in abundance over time. Individual, time-varying, random effects explained most of the variation in the LonGP models. Multivariate association with linear models (MaAsLin) displayed partial agreement with LonGP in the predicted trajectories over time and in relation to significant factors such as human milk intake. Multiple factors influence the dynamic changes in bacterial composition of the infant gut. Within-individual differences dominate the temporal variations in the infant gut microbiome, suggesting individual temporal variability is an important feature to consider in studies with a longitudinal sampling design.
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Affiliation(s)
- Kameron Y. Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA;
| | - Tengfei Ma
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA; (T.M.); (N.P.)
| | - Nigel Paneth
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA; (T.M.); (N.P.)
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI 48824, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA;
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Kinney GA, Haddad EN, Garrow LS, Ng PKW, Comstock SS. An Intervention With Michigan-Grown Wheat in Healthy Adult Humans to Determine Effect on Gut Microbiota: Protocol for a Crossover Trial. JMIR Res Protoc 2021; 10:e29046. [PMID: 34612840 PMCID: PMC8529466 DOI: 10.2196/29046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 07/16/2021] [Accepted: 07/30/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Daily fiber intake can increase the diversity of the human gut microbiota as well as the abundance of beneficial microbes and their metabolites. Whole-grain wheat is high in fiber. OBJECTIVE This manuscript presents a study protocol designed to understand the effects of different types of wheat on gastrointestinal tract microbes. METHODS Human adults will consume crackers made from three types of wheat flour (refined soft white wheat, whole-grain soft white wheat, and whole-grain soft red wheat). In this study, participants will alternate between crackers made from refined soft white wheat flour to those made from whole-grain soft white wheat and whole-grain soft red wheat flour. Survey and stool sample collection will occur after 7-day treatment periods. We will assess how wheat consumption affects gastrointestinal bacteria by sequencing the V4 region of 16S rRNA gene amplicons and the inflammatory state of participants' intestines using enzyme-linked immunosorbent assays. The butyrate production capacity of the gut microbiota will be determined by targeted quantitative real-time polymerase chain reaction. RESULTS We will report the treatment effects on alpha and beta diversity of the microbiota and taxa-specific differences. Microbiota results will be analyzed using the vegan package in R. Butyrate production capacity and biomarkers of intestinal inflammation will be analyzed using parametric statistical methods such as analysis of variance or linear regression. We expect whole wheat intake to increase butyrate production capacity, bacterial alpha diversity, and abundance of bacterial taxa responsive to phenolic compounds. Soft red wheat is also expected to decrease the concentration of inflammatory biomarkers in the stool of participants. CONCLUSIONS This protocol describes the methods to be used in a study on the impact of wheat types on the human gastrointestinal microbiota and biomarkers of intestinal inflammation. The analysis of intestinal responses to the consumption of two types of whole wheat will expand our understanding of how specific foods affect health-associated outcomes. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/29046.
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Affiliation(s)
- Gigi A Kinney
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, United States
| | - Eliot N Haddad
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, United States
| | - Linda S Garrow
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, United States
| | - Perry K W Ng
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, United States
| | - Sarah S Comstock
- Department of Food Science & Human Nutrition, Michigan State University, East Lansing, MI, United States
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Haddad EN, Comstock SS. Archive for Research in Child Health (ARCH) and Baby Gut: Study Protocol for a Remote, Prospective, Longitudinal Pregnancy and Birth Cohort to Address Microbiota Development and Child Health. Methods Protoc 2021; 4:mps4030052. [PMID: 34449678 PMCID: PMC8395764 DOI: 10.3390/mps4030052] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 07/16/2021] [Accepted: 07/24/2021] [Indexed: 02/05/2023] Open
Abstract
The infant gut microbiome is shaped by numerous factors such as diet and the maternal microbiota and is also associated with later atopy and obesity. The Archive for Research in Child Health and Baby Gut (ARCHBG) cohort was established in 2015 to (1) understand how the development of the infant gut microbiota is associated with atopy, obesity, and gastrointestinal disease and (2) characterize the associations of maternal pre-pregnancy BMI and infant diet with the development of the gut microbiota. Study participants for ARCHBG are convenience samples recruited through two pipelines in Lansing and Traverse City, Michigan: (1) Archive for Research in Child Health (ARCHGUT) and (2) BABYGUT. A total of (n = 51) mother–infant dyads have been enrolled to date. This prospective cohort study collects maternal pre-pregnancy fecal samples, maternal data, child fecal samples at four timepoints (one week, six months, 12 months, and 24 months), and child data up to five years of age. All samples and data are collected remotely by mail, phone, or drop-off at select locations. Of all participants enrolled, 76.5% (n = 39) of infants have a complete record of stool samples. At least 88.2% (n = 45) of fecal samples were submitted at each timepoint. ARCHBG will allow for a nuanced understanding of the temporal development of the infant gut microbiome and numerous child health outcomes.
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Jiang R, Li WV, Li JJ. mbImpute: an accurate and robust imputation method for microbiome data. Genome Biol 2021; 22:192. [PMID: 34183041 PMCID: PMC8240317 DOI: 10.1186/s13059-021-02400-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 06/04/2021] [Indexed: 12/22/2022] Open
Abstract
A critical challenge in microbiome data analysis is the existence of many non-biological zeros, which distort taxon abundance distributions, complicate data analysis, and jeopardize the reliability of scientific discoveries. To address this issue, we propose the first imputation method for microbiome data-mbImpute-to identify and recover likely non-biological zeros by borrowing information jointly from similar samples, similar taxa, and optional metadata including sample covariates and taxon phylogeny. We demonstrate that mbImpute improves the power of identifying disease-related taxa from microbiome data of type 2 diabetes and colorectal cancer, and mbImpute preserves non-zero distributions of taxa abundances.
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Affiliation(s)
- Ruochen Jiang
- Department of Statistics, University of California, Los Angeles, 90095-1554, CA, USA
| | - Wei Vivian Li
- Department of Statistics, University of California, Los Angeles, 90095-1554, CA, USA
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, 08854, NJ, USA
| | - Jingyi Jessica Li
- Department of Statistics, University of California, Los Angeles, 90095-1554, CA, USA.
- Department of Human Genetics, University of California, Los Angeles, 90095-7088, CA, USA.
- Department of Computational Medicine, University of California, Los Angeles, 90095-1766, CA, USA.
- Department of Biostatistics, University of California, Los Angeles, 90095-1772, CA, USA.
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Ferro LE, Sugino KY, Klepac-Ceraj V, Comstock SS. The Abundance of Human Milk Oligosaccharide (HMO)-Metabolizing Genes in Fecal Samples from Six-Month-Old Human Infants. Microorganisms 2021; 9:1352. [PMID: 34206664 PMCID: PMC8307860 DOI: 10.3390/microorganisms9071352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/04/2021] [Accepted: 06/17/2021] [Indexed: 11/17/2022] Open
Abstract
Herein, we report the abundance and prevalence of HMO-metabolizing genes, specifically those of Bifidobacterium infantis, in fecal samples from human infants. Forty dyads were enrolled, and each mother collected a fecal sample from her infant at six months of age. Genomic DNA was extracted, and quantitative real-time PCR was used to determine gene abundance. The mode of delivery was not associated with gene abundance. Several gene regions, Sia (a sialidase), B. inf (16S), and GH750 (a glycoside hydrolase), were more abundant in the feces of human milk-fed infants (p < 0.05). Others, Sia and HC bin (16S), tended to be less abundant when a larger percentage of an infant's diet consisted of solids (p < 0.10). When accounting for solid food intake, human milk exposure was positively associated with Sia and B. inf (p < 0.05) and tended to be related to the abundance of the GH750 and HC bin (p < 0.10) gene regions. With further development and validation in additional populations of infants, these assays could be used to group samples by dietary exposure even where no record of dietary intake exists. Thus, these assays would provide a method by which infant human milk intake can be assessed quickly in any well-equipped molecular biology laboratory.
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Affiliation(s)
- Lynn E. Ferro
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (L.E.F.); (K.Y.S.)
| | - Kameron Y. Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (L.E.F.); (K.Y.S.)
| | - Vanja Klepac-Ceraj
- Department of Biological Sciences, Wellesley College, Wellesley, MA 02481, USA;
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI 48824, USA; (L.E.F.); (K.Y.S.)
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Zhang X, Zhang J, Chu Z, Shi L, Geng S, Guo K. Gut Microbiome Alterations and Functional Prediction in Chronic Spontaneous Urticaria Patients. J Microbiol Biotechnol 2021; 31:747-755. [PMID: 33746191 PMCID: PMC9723274 DOI: 10.4014/jmb.2012.12022] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 03/02/2021] [Accepted: 03/16/2021] [Indexed: 12/15/2022]
Abstract
The effects of the gut microbiome on both allergy and autoimmunity in dermatological diseases have been indicated in several recent studies. Chronic spontaneous urticaria (CSU) is a disease involving allergy and autoimmunity, and there is no report detailing the role of microbiota alterations in its development. This study was performed to identify the fecal microbial composition of CSU patients and investigate the different compositions and potential genetic functions on the fecal microbiota between CSU patients and normal controls. The gut microbiota of CSU patients and healthy individuals were obtained by 16s rRNA massive sequencing. Gut microbiota diversity and composition were compared, and bioinformatics analysis of the differences was performed. The gut microbiota composition results showed that Firmicutes, Bacteroidetes, Proteobacteria, and Verrucomicrobia were dominant microbiota in CSU patients. The differential analysis showed that relative abundance of the Proteobacteria (p = 0.03), Bacilli (p = 0.04), Enterobacterales (p = 0.03), Enterobacteriaceae (p = 0.03) was significantly increased in CSU patients. In contrast, the relative abundance of Megamonas, Megasphaera, and Dialister (all p < 0.05) in these patients significantly decreased compared with healthy controls. The different microbiological compositions impacted normal gastrointestinal functions based on function prediction, resulting in abnormal pathways, including transport and metabolism. We found CSU patients exhibited gut microbiota dysbiosis compared with healthy controls. Our results indicated CSU is associated with gut microbiota dysbiosis and pointed out that the bacterial taxa increased in CSU patients, which might be involved in the pathogenesis of CSU. These results provided clues for future microbial-based therapies on CSU.
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Affiliation(s)
- Xinyue Zhang
- Department of Dermatology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710004, P.R. China
| | - Jun Zhang
- College of Science, Northwest University, Xi’an 710069, P.R. China
| | - Zhaowei Chu
- Department of Dermatology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710004, P.R. China
| | - Linjing Shi
- Department of Dermatology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710004, P.R. China
| | - Songmei Geng
- Department of Dermatology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710004, P.R. China
| | - Kun Guo
- Department of Dermatology, The Second Affiliated Hospital, School of Medicine, Xi'an Jiaotong University, Xi'an 710004, P.R. China,Corresponding author Phone: +86-185-0920-1702 E-mail:
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Haddad EN, Sugino KY, Kerver JM, Paneth N, Comstock SS. The infant gut microbiota at 12 months of age is associated with human milk exposure but not with maternal pre-pregnancy body mass index or infant BMI-for-age z-scores. Curr Res Physiol 2021; 4:94-102. [PMID: 34136830 PMCID: PMC8205433 DOI: 10.1016/j.crphys.2021.03.004] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2020] [Revised: 02/16/2021] [Accepted: 03/22/2021] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND As obesity rates continue to rise, it is increasingly important to understand factors that can influence body weight and growth, especially from an early age. The infant gut microbiota has broad effects on a variety of bodily processes, but its relation to infant growth is not yet fully characterized. Since the infant gut microbiota is closely related to breastfeeding practices and maternal health, understanding the relationship between these factors and infant growth may provide insight into the origins of childhood obesity. OBJECTIVES Identify the relationship between human milk exposure, maternal pre-pregnancy body mass index (BMI), the infant gut microbiota, and 12-month-old BMI-for-age z-scores (12M BAZ) to identify key factors that shape infant growth. METHODS Two Michigan cohorts (ARCHGUT and BABYGUT) comprised of a total of 33 mother-infant dyads provided infant fecal samples at 12M. After DNA extraction, amplification, and sequencing of the V4 16S rRNA region using Illumina MiSeq v2 Chemistry, gut bacterial diversity metrics were analyzed in relation to human milk exposure, maternal pre-pregnancy BMI, and infant growth parameters. RESULTS Recent human milk exposure was inversely related to maternal pre-pregnancy BMI and most strongly associated with infant gut bacterial community membership and individual gut microbiota richness differences. Maternal pre-pregnancy BMI was not associated with the infant gut microbiota after adjusting for human milk exposure. However, maternal pre-pregnancy BMI was the only factor significantly associated with 12M BAZ. CONCLUSIONS Human milk exposure is one of the central influences on the infant gut microbiota at 12M of age. However, the lack of association between the infant gut microbiota and 12M-old infant BAZ suggests that genetic, physiological, dietary, and other environmental factors may play a more direct role than the gut microbiota in determining infant BAZ at 12M.
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Affiliation(s)
- Eliot N. Haddad
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
| | - Kameron Y. Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
| | - Jean M. Kerver
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Nigel Paneth
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
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42
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Ngowi EE, Wang YZ, Khattak S, Khan NH, Mahmoud SSM, Helmy YASH, Jiang QY, Li T, Duan SF, Ji XY, Wu DD. Impact of the factors shaping gut microbiota on obesity. J Appl Microbiol 2021; 131:2131-2147. [PMID: 33570819 DOI: 10.1111/jam.15036] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Revised: 02/01/2021] [Accepted: 02/08/2021] [Indexed: 12/12/2022]
Abstract
Obesity is considered as a risk factor for chronic health diseases such as heart diseases, cancer and diabetes 2. Reduced physical activities, lifestyle, poor nutritional diet and genetics are among the risk factors associated with the development of obesity. In recent years, several studies have explored the link between the gut microbiome and the progression of diseases including obesity, with the shift in microbiome abundance and composition being the main focus. The alteration of gut microbiome composition affects both nutrients metabolism and specific gene expressions, thereby disturbing body physiology. Specifically, the abundance of fibre-metabolizing microbes is associated with weight loss and that of protein and fat-metabolizing bacteria with weight gain. Various internal and external factors such as genetics, maternal obesity, mode of delivery, breastfeeding, nutrition, antibiotic use and the chemical compounds present in the environment are known to interfere with the richness of the gut microbiota (GM), thus influencing weight gain/loss and ultimately the development of obesity. However, the effectiveness of each factor in potentiating the shift in microbes' abundance to result in significant changes that can lead to obesity is not yet clear. In this review, we will highlight the factors involved in shaping GM, their influence on obesity and possible interventions. Understanding the influence of these factors on the diversity of the GM and how to improve their effectiveness on disease conditions could be keys in the treatment of metabolic diseases.
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Affiliation(s)
- Ebenezeri Erasto Ngowi
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China.,Department of Biological Sciences, Faculty of Science, Dares Salaam University College of Education, Dares Salaam, Tanzania
| | - Yi-Zhen Wang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Saadullah Khattak
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Nazeer Hussain Khan
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Salma Sayed Mohamed Mahmoud
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Yasmeen Ahmed Saleheldin Hassan Helmy
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Qi-Ying Jiang
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Tao Li
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Municipal Key Laboratory of Cell Signal Transduction, Henan Provincial Engineering Centre for Tumor Molecular Medicine, Henan University, Kaifeng, Henan, China
| | - Shao-Feng Duan
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Institute for Innovative Drug Design and Evaluation, School of Pharmacy, Henan University, Kaifeng, Henan, China
| | - Xin-Ying Ji
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,Kaifeng Key Laboratory of Infection and Biological Safety, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China
| | - Dong-Dong Wu
- Henan International Joint Laboratory for Nuclear Protein Regulation, School of Basic Medical Sciences, Henan University, Kaifeng, Henan, China.,School of Stomatology, Henan University, Kaifeng, Henan, China
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43
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Mueller NT, Differding MK, Østbye T, Hoyo C, Benjamin-Neelon SE. Association of birth mode of delivery with infant faecal microbiota, potential pathobionts, and short chain fatty acids: a longitudinal study over the first year of life. BJOG 2021; 128:1293-1303. [PMID: 33338292 DOI: 10.1111/1471-0528.16633] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/26/2020] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Caesarean section (CS) interrupts mother-to-newborn microbial transfer at birth. Beyond the neonatal period, the impact of CS on offspring gut microbiota and their short-chain fatty acids (SCFAs) remains unclear. Here, we examine birth delivery mode (CS versus vaginal delivery) with the infant gut microbiota and faecal SCFAs measured 3 and 12 months after birth. DESIGN Longitudinal study. SETTING North Carolina. POPULATION In 2013-15, we enrolled pregnant women and followed up their offspring for 12 months. We asked a subset of participants, enrolled over a 3-month period, to provide faecal samples at the 3- and 12-month follow-up visits. METHODS AND MAIN OUTCOMES We sequenced the 16S rRNA V4 region with Illumina MiSeq and quantified SCFA concentrations using gas chromatography. We examined delivery mode with differential abundance of microbiota amplicon sequence variants (ASVs) using beta-binomial regression and faecal SCFAs using linear regression. We adjusted models for confounders. RESULTS Of the 70 infants in our sample, 25 (36%) were delivered by CS. Compared with vaginal delivery, CS was associated with differential abundance of 14 infant bacterial ASVs at 3 months and 13 ASVs at 12 months (all FDR P < 0.05). Of note, CS infants had a higher abundance of the potential pathobionts Clostridium neonatale (P = 0.04) and Clostridium perfringens (P = 0.04) and a lower abundance of potentially beneficial Bifidobacterium and Bacteroides spp. (both P < 0.05) at 3 months. Other ASVs were differentially abundant at 12 months. Infants delivered by CS also had higher faecal butyrate concentration at 3 months (P < 0.005) but not at 12 months. CONCLUSIONS Caesarean section was associated with increased butyrate excretion, decreased Bifidobacterium and Bacteroides spp., and more colonisation of the infant gut by pathobionts at 3 months of age. CS was also associated with altered gut microbiota composition, but not faecal SCFAs, at 12 months. TWEETABLE ABSTRACT Caesarean section delivery was associated with increased butyrate excretion, decreased Bifidobacterium, and increased colonisation of the infant gut by pathobionts at 3 months of age.
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Affiliation(s)
- N T Mueller
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA.,Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins University, Baltimore, MD, USA
| | - M K Differding
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - T Østbye
- Department of Family Medicine and Community Health, Duke University, Durham, NC, USA
| | - C Hoyo
- Department of Biological Sciences, North Carolina State University, Raleigh, NC, USA
| | - S E Benjamin-Neelon
- Department of Health, Behavior and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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44
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Schmidt KM, Haddad EN, Sugino KY, Vevang KR, Peterson LA, Koratkar R, Gross MD, Kerver JM, Comstock SS. Dietary and plasma carotenoids are positively associated with alpha diversity in the fecal microbiota of pregnant women. J Food Sci 2021; 86:602-613. [PMID: 33449409 PMCID: PMC10035785 DOI: 10.1111/1750-3841.15586] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 11/17/2020] [Accepted: 12/04/2020] [Indexed: 12/14/2022]
Abstract
Because microbes use carotenoids as an antioxidant for protection, dietary carotenoids could be associated with gut microbiota composition. We aimed to determine associations among reported carotenoid intake, plasma carotenoid concentrations, and fecal bacterial communities in pregnant women. Pregnant women (n = 27) were enrolled in a two-arm study designed to assess feasibility of biospecimen collection and delivery of a practical nutrition intervention. Plasma and fecal samples were collected and women were surveyed with a 24-hr dietary checklist and recalls. Plasma carotenoids were analyzed by HPLC using photodiode array detection. Fecal bacteria were analyzed by 16S rRNA DNA sequencing. Results presented are cross-sectional from the 36-week gestational study visit combined across both study arms due to lack of significant differences between intervention and usual care groups (n = 23 women with complete data). Recent intake of carotenoid-containing foods included carrots, sweet potatoes, mangos, apricots, and/or bell peppers for 48% of women; oranges/orange juice (17%); egg (39%); tomato/tomato-based sauces (52%); fruits (83%); and vegetables (65%). Average plasma carotenoid concentrations were 6.4 µg/dL α-carotene (AC), 17.7 µg/dL β-carotene (BC), 11.4 µg/dL cryptoxanthin, 39.0 µg/dL trans-lycopene, and 29.8 µg/dL zeaxanthin and lutein. AC and BC concentrations were higher in women who recently consumed foods high in carotenoids. CR concentrations were higher in women who consumed oranges/orange juice. Microbiota α-diversity positively correlated with AC and BC. Microbiota β-diversity differed significantly across reported intake of carotenoid containing foods and plasma concentrations of AC. This may reflect an effect of high fiber or improved overall dietary quality, rather than a specific effect of carotenoids. PRACTICAL APPLICATION: Little is known about the association between the gut microbiome and specific dietary microconstituents, such as carotenoids, especially during pregnancy. This research demonstrates that a carotenoid-rich diet during pregnancy supports a diverse microbiota, which could be one mechanism by which carotenoids promote health.
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Affiliation(s)
- Kristen M. Schmidt
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Eliot N. Haddad
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Kameron Y. Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
| | - Karin R. Vevang
- The Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
| | - Lisa A. Peterson
- The Masonic Cancer Center, University of Minnesota, Minneapolis, MN, USA
- Division of Environmental Health Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Revati Koratkar
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Myron D. Gross
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN, USA
| | - Jean M. Kerver
- Department of Epidemiology and Biostatistics, College of Human Medicine, Michigan State University, East Lansing, MI, USA
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, USA
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45
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Andrade FDO, Liu F, Zhang X, Rosim MP, Dani C, Cruz I, Wang TTY, Helferich W, Li RW, Hilakivi-Clarke L. Genistein Reduces the Risk of Local Mammary Cancer Recurrence and Ameliorates Alterations in the Gut Microbiota in the Offspring of Obese Dams. Nutrients 2021; 13:nu13010201. [PMID: 33440675 PMCID: PMC7827465 DOI: 10.3390/nu13010201] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Revised: 12/29/2020] [Accepted: 01/05/2021] [Indexed: 02/06/2023] Open
Abstract
The risk of recurrence of estrogen receptor-positive breast cancer remains constant, even 20 years after diagnosis. Recurrence may be more likely in patients pre-programmed for it already in the womb, such as in the daughters born to obese mothers. Maternal obesity persistently alters offspring’s gut microbiota and impairs tumor immune responses. To investigate if the gut dysbiosis is linked to increased risk of mammary cancer recurrence in the offspring of obese rat dams, we fed adult offspring genistein which is known to have beneficial effects on the gut bacteria. However, the effects of genistein on breast cancer remain controversial. We found that genistein intake after tamoxifen response prevented the increased risk of local recurrence in the offspring of obese dams but had no effect on the control offspring. A significant increase in the abundance of inflammatory Prevotellaceae and Enterobacteriaceae, and a reduction in short-chain fatty acid producing Clostridiaceae was observed in the offspring of obese dams. Genistein supplementation reversed these changes as well as reversed increased gut metabolite N-acetylvaline levels which are linked to increased all-cause mortality. Genistein supplementation also reduced genotoxic tyramine levels, increased metabolites improving pro-resolving phase of inflammation, and reversed the elevated tumor mRNA expression of multiple immunosuppressive genes in the offspring of obese dams. If translatable to breast cancer patients, attempts to prevent breast cancer recurrences might need to focus on dietary modifications which beneficially modify the gut microbiota.
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Affiliation(s)
- Fabia de Oliveira Andrade
- Department of Oncology, Georgetown University, Washington, DC 20057, USA; (F.d.O.A.); (X.Z.); (M.P.R.); (C.D.); (I.C.)
| | - Fang Liu
- College of Food Science and Engineering, Ocean University of China, Qingdao 266555, China;
| | - Xiyuan Zhang
- Department of Oncology, Georgetown University, Washington, DC 20057, USA; (F.d.O.A.); (X.Z.); (M.P.R.); (C.D.); (I.C.)
| | - Mariana Papaleo Rosim
- Department of Oncology, Georgetown University, Washington, DC 20057, USA; (F.d.O.A.); (X.Z.); (M.P.R.); (C.D.); (I.C.)
| | - Caroline Dani
- Department of Oncology, Georgetown University, Washington, DC 20057, USA; (F.d.O.A.); (X.Z.); (M.P.R.); (C.D.); (I.C.)
| | - Idalia Cruz
- Department of Oncology, Georgetown University, Washington, DC 20057, USA; (F.d.O.A.); (X.Z.); (M.P.R.); (C.D.); (I.C.)
| | - Thomas T. Y. Wang
- United States Department of Agriculture, Beltsville Human Nutrition Center, Diet, Genomics and Immunology Laboratory, Beltsville, MD 20705, USA;
| | - William Helferich
- Department of Food Science and Human Nutrition, University of Illinois Urbana-Champaign, Urbana, IL 1801, USA;
| | - Robert W. Li
- United States Department of Agriculture, Agricultural Research Service, Animal Genomics and Improvement Laboratory, Beltsville, MD 20705, USA;
| | - Leena Hilakivi-Clarke
- Department of Oncology, Georgetown University, Washington, DC 20057, USA; (F.d.O.A.); (X.Z.); (M.P.R.); (C.D.); (I.C.)
- Correspondence:
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46
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Grech A, Collins CE, Holmes A, Lal R, Duncanson K, Taylor R, Gordon A. Maternal exposures and the infant gut microbiome: a systematic review with meta-analysis. Gut Microbes 2021; 13:1-30. [PMID: 33978558 PMCID: PMC8276657 DOI: 10.1080/19490976.2021.1897210] [Citation(s) in RCA: 101] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Revised: 02/12/2021] [Accepted: 02/22/2021] [Indexed: 02/04/2023] Open
Abstract
Early life, including the establishment of the intestinal microbiome, represents a critical window of growth and development. Postnatal factors affecting the microbiome, including mode of delivery, feeding type, and antibiotic exposure have been widely investigated, but questions remain regarding the influence of exposures in utero on infant gut microbiome assembly. This systematic review aimed to synthesize evidence on exposures before birth, which affect the early intestinal microbiome. Five databases were searched in August 2019 for studies exploring pre-pregnancy or pregnancy 'exposure' data in relation to the infant microbiome. Of 1,441 publications identified, 76 were included. Factors reported influencing microbiome composition and diversity included maternal antibiotic and probiotic uses, dietary intake, pre-pregnancy body mass index (BMI), gestational weight gain (GWG), diabetes, mood, and others. Eleven studies contributed to three meta-analyses quantifying associations between maternal intrapartum antibiotic exposure (IAP), BMI and GWG, and infant microbiome alpha diversity (Shannon Index). IAP, maternal overweight/obesity and excessive GWG were all associated with reduced diversity. Most studies were observational, few included early recruitment or longitudinal follow-up, and the timing, frequency, and methodologies related to stool sampling and analysis were variable. Standardization and collaboration are imperative to enhance understanding in this complex and rapidly evolving area.
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Affiliation(s)
- Allison Grech
- Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales(NSW), Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
| | - Clare E Collins
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW, Australia
| | - Andrew Holmes
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
- School of Life and Environmental Sciences, Faculty of Science, University of Sydney, Camperdown, NSW, Australia
| | - Ravin Lal
- Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales(NSW), Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
| | - Kerith Duncanson
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW, Australia
| | - Rachael Taylor
- School of Health Sciences, Faculty of Health and Medicine, University of Newcastle, Callaghan, NSW, Australia
- Priority Research Centre for Physical Activity and Nutrition, University of Newcastle, Callaghan, NSW, Australia
| | - Adrienne Gordon
- Central Clinical School, Faculty of Medicine and Health, University of Sydney, Camperdown, New South Wales(NSW), Australia
- Charles Perkins Centre, University of Sydney, Camperdown, NSW, Australia
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47
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Sosa-Moreno A, Comstock SS, Sugino KY, Ma TF, Paneth N, Davis Y, Olivero R, Schein R, Maurer J, Zhang L. Perinatal risk factors for fecal antibiotic resistance gene patterns in pregnant women and their infants. PLoS One 2020; 15:e0234751. [PMID: 32555719 PMCID: PMC7302573 DOI: 10.1371/journal.pone.0234751] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Accepted: 06/01/2020] [Indexed: 12/14/2022] Open
Abstract
Perinatal factors can shape fecal microbiome patterns among pregnant women and their infants. However, there is scarce information about the effect of maternal demographics and perinatal exposures on antibiotic resistance genes (ARG) and mobile genetic element (MGE) patterns in pregnant women and infants. We examined fecal samples from pregnant women during their third trimester of pregnancy (n = 51) and 6-month-old infants (n = 40). Of the 91 participants, 72 represented 36 maternal-infant dyads, 15 were additional pregnant women, and 4 were additional infants. We assessed the effects of demographics, pre-pregnancy BMI, smoking and parity in the pregnancy resistome and the effects of demographics, delivery mode, feeding habits and prenatal antibiotic treatment on the infancy resistome. ARG and MGE richness and abundance were assessed using a SmartChip qPCR-array. Alpha diversity (Shannon and Inverse Simpson index) and beta diversity (Sorensen and Bray-Curtis index) were calculated. The Wilcoxon and the Kruskal non-parametric test were used for comparisons. There is a high variability in shared resistome patterns between pregnant women and their infants. An average of 29% of ARG and 24% of MGE were shared within dyads. Infants had significantly greater abundance and higher diversity of ARG and MGE compared to pregnant women. Pregnancy and infancy samples differed in ARG and MGE gene composition and structure. Composition of the fecal resistome was significantly associated with race in pregnant women, with non-white women having different patterns than white women, and, in infants, with extent of solid food consumption. Our data showed that the pregnancy and infancy resistome had different structure and composition patterns, with maternal race and infant solid food consumption as possible contributors to ARG. By characterizing resistome patterns, our results can inform the mechanism of antibiotic resistome development in pregnant women and their infants.
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Affiliation(s)
- Andrea Sosa-Moreno
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, United States of America
| | - Sarah S. Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, United States of America
| | - Kameron Y. Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, United States of America
| | - Teng F. Ma
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, United States of America
| | - Nigel Paneth
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, United States of America
| | - Yelena Davis
- Department of Obstetrics, Gynecology, and Reproductive Biology, College of Human Medicine, Michigan State University, East Lansing, MI, United States of America
- Helen DeVos Children’s Hospital of Spectrum Health, Grand Rapids, MI, United States of America
| | - Rosemary Olivero
- Helen DeVos Children’s Hospital of Spectrum Health, Grand Rapids, MI, United States of America
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI, United States of America
| | - Rebecca Schein
- Department of Pediatrics and Human Development, College of Human Medicine, Michigan State University, East Lansing, MI, United States of America
| | - Joel Maurer
- Department of Obstetrics, Gynecology, and Reproductive Biology, College of Human Medicine, Michigan State University, East Lansing, MI, United States of America
| | - Lixin Zhang
- Department of Epidemiology and Biostatistics, Michigan State University, East Lansing, MI, United States of America
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Raspini B, Porri D, De Giuseppe R, Chieppa M, Liso M, Cerbo RM, Civardi E, Garofoli F, Monti MC, Vacca M, De Angelis M, Cena H. Prenatal and postnatal determinants in shaping offspring's microbiome in the first 1000 days: study protocol and preliminary results at one month of life. Ital J Pediatr 2020; 46:45. [PMID: 32293504 PMCID: PMC7158098 DOI: 10.1186/s13052-020-0794-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 02/25/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Fetal programming during in utero life defines the set point of physiological and metabolic responses that lead into adulthood; events happening in "the first 1,000 days" (from conception to 2-years of age), play a role in the development of non-communicable diseases (NCDs). The infant gut microbiome is a highly dynamic organ, which is sensitive to maternal and environmental factors and is one of the elements driving intergenerational NCDs' transmission. The A.MA.MI (Alimentazione MAmma e bambino nei primi MIlle giorni) project aims at investigating the correlation between several factors, from conception to the first year of life, and infant gut microbiome composition. We described the study design of the A.MA.MI study and presented some preliminary results. METHODS A.MA.MI is a longitudinal, prospective, observational study conducted on a group of mother-infant pairs (n = 60) attending the Neonatal Unit, Fondazione IRCCS Policlinico San Matteo, Pavia (Italy). The study was planned to provide data collected at T0, T1, T2 and T3, respectively before discharge, 1,6 and 12 months after birth. Maternal and infant anthropometric measurements were assessed at each time. Other variables evaluated were: pre-pregnancy/gestational weight status (T0), maternal dietary habits/physical activity (T1-T3); infant medical history, type of feeding, antibiotics/probiotics/supplements use, environment exposures (e.g cigarette smoking, pets, environmental temperature) (T1-T3). Infant stool samples were planned to be collected at each time and analyzed using metagenomics 16S ribosomal RNA gene sequence-based methods. RESULTS Birth mode (cesarean section vs. vaginal delivery) and maternal pre pregnancy BMI (BMI < 25 Kg/m2 vs. BMI ≥ 25 Kg/m2), significant differences were found at genera and species levels (T0). Concerning type of feeding (breastfed vs. formula-fed), gut microbiota composition differed significantly at genus and species level (T1). CONCLUSION These preliminary and explorative results confirmed that pre-pregnancy, mode of delivery and infant factors likely impact infant microbiota composition at different levels. TRIAL REGISTRATION ClinicalTrials.gov identifier: NCT04122612.
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Affiliation(s)
- Benedetta Raspini
- Dietetics and Clinical Nutrition Laboratory - Department of Public Health, Experimental and Forensic Medicine, University of Pavia, via Bassi 21, 27100, Pavia, Italy.
| | - Debora Porri
- Dietetics and Clinical Nutrition Laboratory - Department of Public Health, Experimental and Forensic Medicine, University of Pavia, via Bassi 21, 27100, Pavia, Italy
| | - Rachele De Giuseppe
- Dietetics and Clinical Nutrition Laboratory - Department of Public Health, Experimental and Forensic Medicine, University of Pavia, via Bassi 21, 27100, Pavia, Italy
| | - Marcello Chieppa
- National Institute of Gastroenterology "S. de Bellis", Institute of Research, Castellana, 70013, Grotte, BA, Italy.,European Biomedical Research Institute of Salerno EBRIS, 84125, Salerno, Italy
| | - Marina Liso
- National Institute of Gastroenterology "S. de Bellis", Institute of Research, Castellana, 70013, Grotte, BA, Italy
| | - Rosa Maria Cerbo
- Neonatal Unit and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Elisa Civardi
- Neonatal Unit and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Francesca Garofoli
- Neonatal Unit and Neonatal Intensive Care Unit, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
| | - Maria Cristina Monti
- Department of Public Health, Experimental and Forensic Medicine - Unit of Biostatistics and Clinical Epidemiology, University of Pavia, 27100, Pavia, Italy
| | - Mirco Vacca
- Department of Soil, Plant and Food Science, University of Bari Aldo Moro, Bari, Italy
| | - Maria De Angelis
- Department of Soil, Plant and Food Science, University of Bari Aldo Moro, Bari, Italy
| | - Hellas Cena
- Dietetics and Clinical Nutrition Laboratory - Department of Public Health, Experimental and Forensic Medicine, University of Pavia, via Bassi 21, 27100, Pavia, Italy.,Clinical Nutrition and Dietetics Service, Unit of Internal Medicine and Endocrinology, ICS Maugeri IRCCS, Pavia, Italy
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49
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Haddad EN, Sugino KY, Tucker RM, Comstock SS. Gut enterotypes are stable during Bifidobacterium and Lactobacillus probiotic supplementation. J Food Sci 2020; 85:1596-1604. [PMID: 32267970 DOI: 10.1111/1750-3841.15127] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2019] [Revised: 02/24/2020] [Accepted: 03/11/2020] [Indexed: 01/15/2023]
Abstract
The human gut microbiome has been classified into three distinct enterotypes (Bacteroides, Prevotella, and Ruminococcus). The relationship between probiotics and gut enterotype is not yet clear. Cayenne pepper is effective in vitro as a prebiotic for Bifidobacteria and Lactobacilli, so cayenne ingestion with probiotics may lead to more profound gut microbial shifts. We aimed to determine whether probiotics (with or without cayenne pepper) alter gut bacterial community composition and if these changes are associated with the original gut enterotype of the individual. A total of 27 adult participants provided three fecal samples: prior to probiotic treatment (baseline), post probiotic treatment (probiotic), and post probiotic plus cayenne pepper treatment (probiotic + cayenne). DNA was extracted, amplified, and the V4 region sequenced on the Illumina MiSeq platform using V2 chemistry. Sequence reads were processed in mothur and assigned using the SILVA reference by phylotype. Three enterotypes characterized the study population-Bacteroides (B; n = 6), Prevotella (P; n = 11), and Ruminoccocus (R; n = 10). There was no significant increase in probiotic genera in fecal samples after treatment periods. Alpha diversity scores were significantly lower in B-type but not in P- or R-type individuals after probiotic treatment. For the majority of individuals, their enterotype remained constant regardless of probiotic (and cayenne) treatment. This suggests that baseline gut community characteristics and enterotype classification influence responsiveness to probiotic treatment, but that enterotype is stable across administration of prebiotic and probiotics. PRACTICAL APPLICATION: A person's gut microbial community influences their responsiveness to probiotics and prebiotic ingredients. Consumers must understand that it is difficult to shift their gut microbiota even with simultaneous administration of prebiotic and probiotic. Greater understanding of these phenomena will enable consumers to choose the most efficacious products for their needs.
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Affiliation(s)
- Eliot N Haddad
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
| | - Kameron Y Sugino
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
| | - Robin M Tucker
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
| | - Sarah S Comstock
- Department of Food Science and Human Nutrition, Michigan State University, East Lansing, MI, 48824, USA
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Galla S, Chakraborty S, Cheng X, Yeo JY, Mell B, Chiu N, Wenceslau CF, Vijay-Kumar M, Joe B. Exposure to Amoxicillin in Early Life Is Associated With Changes in Gut Microbiota and Reduction in Blood Pressure: Findings From a Study on Rat Dams and Offspring. J Am Heart Assoc 2020; 9:e014373. [PMID: 31928175 PMCID: PMC7033837 DOI: 10.1161/jaha.119.014373] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Background Pediatric hypertension is recognized as an emerging global health concern. Although new guidelines are developed for facilitating clinical management, the reasons for the prevalence of hypertension in children remain unknown. Genetics and environmental factors do not fully account for the growing incidence of pediatric hypertension. Because stable bacterial flora in early life are linked with health outcomes later in life, we hypothesized that reshaping of gut microbiota in early life affects blood pressure (BP) of pediatric subjects. Methods and Results To test this hypothesis, we administered amoxicillin, the most commonly prescribed pediatric antibiotic, to alter gut microbiota of young, genetically hypertensive rats (study 1) and dams during gestation and lactation (study 2) and recorded their BP. Reshaping of microbiota with reductions in Firmicutes/Bacteriodetes ratio were observed. Amoxicillin treated rats had lower BP compared with untreated rats. In young rats treated with amoxicillin, the lowering effect on BP persisted even after antibiotics were discontinued. Similarly, offspring from dams treated with amoxicillin showed lower systolic BP compared with control rats. Remarkably, in all cases, a decrease in BP was associated with lowering of Veillonellaceae, which are succinate‐producing bacteria. Elevated plasma succinate is reported in hypertension. Accordingly, serum succinate was measured and found lower in animals treated with amoxicillin. Conclusions Our results demonstrate a direct correlation between succinate‐producing gut microbiota and early development of hypertension and indicate that reshaping gut microbiota, especially by depleting succinate‐producing microbiota early in life, may have long‐term benefits for hypertension‐prone individuals.
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Affiliation(s)
- Sarah Galla
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Saroj Chakraborty
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Xi Cheng
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Ji-Youn Yeo
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Blair Mell
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Nathaline Chiu
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Camilla F Wenceslau
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Matam Vijay-Kumar
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
| | - Bina Joe
- Program in Physiological Genomics, Microbiome Consortium and Center for Hypertension and Precision Medicine Department of Physiology and Pharmacology University of Toledo College of Medicine and Life Sciences Toledo OH
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