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Flaviani F, Hezelgrave NL, Kanno T, Prosdocimi EM, Chin-Smith E, Ridout AE, von Maydell DK, Mistry V, Wade WG, Shennan AH, Dimitrakopoulou K, Seed PT, Mason AJ, Tribe RM. Cervicovaginal microbiota and metabolome predict preterm birth risk in an ethnically diverse cohort. JCI Insight 2021; 6:e149257. [PMID: 34255744 PMCID: PMC8410012 DOI: 10.1172/jci.insight.149257] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
The syndrome of spontaneous preterm birth (sPTB) presents a challenge to mechanistic understanding, effective risk stratification, and clinical management. Individual associations between sPTB, self-reported ethnic ancestry, vaginal microbiota, metabolome, and innate immune response are known but not fully understood, and knowledge has yet to impact clinical practice. Here, we used multi–data type integration and composite statistical models to gain insight into sPTB risk by exploring the cervicovaginal environment of an ethnically heterogenous pregnant population (n = 346 women; n = 60 sPTB < 37 weeks’ gestation, including n = 27 sPTB < 34 weeks). Analysis of cervicovaginal samples (10–15+6 weeks) identified potentially novel interactions between risk of sPTB and microbiota, metabolite, and maternal host defense molecules. Statistical modeling identified a composite of metabolites (leucine, tyrosine, aspartate, lactate, betaine, acetate, and Ca2+) associated with risk of sPTB < 37 weeks (AUC 0.752). A combination of glucose, aspartate, Ca2+, Lactobacillus crispatus, and L. acidophilus relative abundance identified risk of early sPTB < 34 weeks (AUC 0.758), improved by stratification by ethnicity (AUC 0.835). Increased relative abundance of L. acidophilus appeared protective against sPTB < 34 weeks. By using cervicovaginal fluid samples, we demonstrate the potential of multi–data type integration for developing composite models toward understanding the contribution of the vaginal environment to risk of sPTB.
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Affiliation(s)
- Flavia Flaviani
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine.,Translational Bioinformatics Platform, NIHR Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust
| | - Natasha L Hezelgrave
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
| | - Tokuwa Kanno
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine.,Institute of Pharmaceutical Science, School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, and
| | - Erica M Prosdocimi
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, London, United Kingdom
| | - Evonne Chin-Smith
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
| | - Alexandra E Ridout
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
| | - Djuna K von Maydell
- Institute of Pharmaceutical Science, School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, and
| | - Vikash Mistry
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
| | - William G Wade
- Centre for Host-Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, London, United Kingdom
| | - Andrew H Shennan
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
| | - Konstantina Dimitrakopoulou
- Translational Bioinformatics Platform, NIHR Biomedical Research Centre, Guy's and St. Thomas' NHS Foundation Trust
| | - Paul T Seed
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
| | - A James Mason
- Institute of Pharmaceutical Science, School of Cancer and Pharmaceutical Sciences, Faculty of Life Sciences and Medicine, and
| | - Rachel M Tribe
- Department of Women and Children's Health, School of Life Course Sciences, Faculty of Life Sciences and Medicine
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Masho SW, Bishop DL, Munn M. Pre-pregnancy BMI and weight gain: where is the tipping point for preterm birth? BMC Pregnancy Childbirth 2013; 13:120. [PMID: 23706121 PMCID: PMC3691770 DOI: 10.1186/1471-2393-13-120] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2012] [Accepted: 05/20/2013] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Obesity in pregnant women is a major problem affecting both the mother and her offspring. Literature on the effect of obesity on preterm birth is inconsistent and few studies have investigated the influence of weight gain during pregnancy. This study examined the effect of maternal pre-pregnancy BMI and weight gain during pregnancy on preterm birth. METHODS Data from the Collaborative Perinatal Project (CPP) on 45,824 pregnant women with singleton, live-born infants with no sever congenital anomalies was analyzed. Primary outcome variables included preterm (< 37 weeks of gestation), categorized into spontaneous preterm with and without premature rupture of membrane (PROM) and indicated preterm. Maternal BMI was categorized into underweight (BMI < 18.50), normal weight (BMI =1 8.50 - 24.99), overweight (BMI = 25.00 - 29.99), and obese (BMI ≥ 30.00). Multinomial regression analysis was conducted and OR and 95% CI were calculated. RESULTS The rate of spontaneous preterm birth with PROM among overweight women decreased with increasing weight gain but increased among women who had excessive weight gain. Similarly, a U-shaped rate of spontaneous preterm birth with and without PROM was observed in obese women. Gaining less weight was protective of spontaneous preterm with and without PROM among overweight and obese women compared to normal weight women. Among underweight women, gaining < 7 kg or 9.5-12.7 kg was associated with increased odds of indicated preterm birth. Appreciable differences were also observed in the association between pre-pregnancy BMI, gestational weight gain and the subtypes of preterm births among African Americans and Caucasian Americans. CONCLUSION Reduced weight gain during pregnancy among overweight and obese women is associated with reduced spontaneous preterm birth with and without PROM. Health care professionals and public health workers should be aware of this risk and adhere to the 2009 IOM guideline that recommended reduced weight gain during pregnancy for obese and overweight women.
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Affiliation(s)
- Saba W Masho
- Department of Epidemiology and Community Health and Obstetrics and Gynecology, Virginia Commonwealth University, P.O. Box 980212, Richmond, VA 23298-0212, USA
- The VCU Institute of Women’s Health, Virginia Commonwealth University, Richmond, VA, USA
- The VCU Center on Health Disparities, Virginia Commonwealth University, Richmond, VA, USA
| | - Diane L Bishop
- Department of Epidemiology and Community Health and Obstetrics and Gynecology, Virginia Commonwealth University, P.O. Box 980212, Richmond, VA 23298-0212, USA
| | - Meaghan Munn
- Department of Epidemiology and Community Health and Obstetrics and Gynecology, Virginia Commonwealth University, P.O. Box 980212, Richmond, VA 23298-0212, USA
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Hoang D, Charlagorla P, Salafia C, VanHorn S, Dygulska B, Narula P, Gad A. Histologic chorioamnionitis as a consideration in the management of newborns of febrile mothers. J Matern Fetal Neonatal Med 2013; 26:828-32. [PMID: 23211126 DOI: 10.3109/14767058.2012.751368] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
INTRODUCTION Chorioamnionitis (CA) presents a risk for neonatal sepsis, but its diagnosis remains a challenge. Maternal fever is often used as a clinical predictor of infection, but may be affected by other factors. There is no consensus among neonatologists regarding the length of treatment of babies born to febrile mothers with negative blood culture, but whose placentas are positive for the presence of histologic CA (HCA). OBJECTIVES A prospective observational cohort study was conducted on term infants to determine the association of HCA with C-reactive protein (CRP) and elevated immature/total neutrophil (I/T) ratio and other perinatal factors. METHODS I/T ratio, CRP, blood culture and placental pathology were performed on 100 infants born to mothers with temperature ≥ 100.4 °F. Placental pathology performed on 100 control infants born to afebrile mothers. RESULTS There was a significant association between HCA and maternal fever (MF). The presence of elevated CRP was associated with HCA. There was no significant association between HCA and anesthesia, mode of delivery, nor elevated I/T ratio. CONCLUSIONS Maternal fever is associated with HCA. The HCA in conjunction with an elevated CRP can guide the duration of antimicrobial therapy in infants born to febrile mothers.
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Affiliation(s)
- Danthanh Hoang
- Department of Pediatrics, Division of Neonatology, New York Methodist Hospital, 506 Sixth Street, Brooklyn, NY 11215, USA.
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Silva AMR, de Almeida MF, Matsuo T, Soares DA. [Risk factors for pre-term birth in Londrina, Paraná State, Brazil]. CAD SAUDE PUBLICA 2010; 25:2125-38. [PMID: 19851613 DOI: 10.1590/s0102-311x2009001000004] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2009] [Accepted: 06/23/2009] [Indexed: 11/21/2022] Open
Abstract
The objective of this study was to identify risk factors associated with pre-term birth among live births in a hospital in Londrina, Paraná State, Brazil. Cases consisted of 328 pre-term births, and controls were 369 births with gestational age greater than 37 weeks. A multiple hierarchical logistic regression analysis was carried out. There was a significant correlation (p < 0.05) between pre-term birth and the following variables: socioeconomic status (slum residence); low age of head-of-family; maternal BMI < 19 or > 30 kg/m2; history of prematurity; history of assisted reproduction; mothers in a relationship for less than two years; maternal stress; weekly maternal alcohol consumption; insufficient prenatal care; gestational complications such as bleeding, genital tract infection, altered amniotic fluid volume, high blood pressure, and hospital admission; and twin pregnancy. Regular walks during pregnancy were a protective factor. Improved quality of prenatal care and the identification of the above factors during pregnancy may help reduce premature birth.
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Affiliation(s)
- Ana Maria Rigo Silva
- Centro de Ciências da Saúde, Universidade Estadual de Londrina, Londrina, Brasil.
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