Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease

Abstract Background Celiac disease (CD) is an autoimmune digestive disorder that occurs in genetically susceptible individuals in response to ingesting gluten, a protein found in wheat, rye, and barley. Research shows that genetic predisposition and exposure to gluten are necessary but not sufficien...

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Main Authors: Maureen M. Leonard, Hiren Karathia, Meritxell Pujolassos, Jacopo Troisi, Francesco Valitutti, Poorani Subramanian, Stephanie Camhi, Victoria Kenyon, Angelo Colucci, Gloria Serena, Salvatore Cucchiara, Monica Montuori, Basilio Malamisura, Ruggiero Francavilla, Luca Elli, Brian Fanelli, Rita Colwell, Nur Hasan, Ali R. Zomorrodi, Alessio Fasano, the CD-GEMM Team
Format: Article
Language:English
Published: BMC 2020-09-01
Series:Microbiome
Subjects:
Online Access:http://link.springer.com/article/10.1186/s40168-020-00906-w
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language English
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author Maureen M. Leonard
Hiren Karathia
Meritxell Pujolassos
Jacopo Troisi
Francesco Valitutti
Poorani Subramanian
Stephanie Camhi
Victoria Kenyon
Angelo Colucci
Gloria Serena
Salvatore Cucchiara
Monica Montuori
Basilio Malamisura
Ruggiero Francavilla
Luca Elli
Brian Fanelli
Rita Colwell
Nur Hasan
Ali R. Zomorrodi
Alessio Fasano
the CD-GEMM Team
spellingShingle Maureen M. Leonard
Hiren Karathia
Meritxell Pujolassos
Jacopo Troisi
Francesco Valitutti
Poorani Subramanian
Stephanie Camhi
Victoria Kenyon
Angelo Colucci
Gloria Serena
Salvatore Cucchiara
Monica Montuori
Basilio Malamisura
Ruggiero Francavilla
Luca Elli
Brian Fanelli
Rita Colwell
Nur Hasan
Ali R. Zomorrodi
Alessio Fasano
the CD-GEMM Team
Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
Microbiome
Microbiota
Celiac disease
Multi-omics analysis, gut microbiome
author_facet Maureen M. Leonard
Hiren Karathia
Meritxell Pujolassos
Jacopo Troisi
Francesco Valitutti
Poorani Subramanian
Stephanie Camhi
Victoria Kenyon
Angelo Colucci
Gloria Serena
Salvatore Cucchiara
Monica Montuori
Basilio Malamisura
Ruggiero Francavilla
Luca Elli
Brian Fanelli
Rita Colwell
Nur Hasan
Ali R. Zomorrodi
Alessio Fasano
the CD-GEMM Team
author_sort Maureen M. Leonard
title Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
title_short Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
title_full Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
title_fullStr Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
title_full_unstemmed Multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
title_sort multi-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac disease
publisher BMC
series Microbiome
issn 2049-2618
publishDate 2020-09-01
description Abstract Background Celiac disease (CD) is an autoimmune digestive disorder that occurs in genetically susceptible individuals in response to ingesting gluten, a protein found in wheat, rye, and barley. Research shows that genetic predisposition and exposure to gluten are necessary but not sufficient to trigger the development of CD. This suggests that exposure to other environmental stimuli early in life, e.g., cesarean section delivery and exposure to antibiotics or formula feeding, may also play a key role in CD pathogenesis through yet unknown mechanisms. Here, we use multi-omics analysis to investigate how genetic and early environmental risk factors alter the development of the gut microbiota in infants at risk of CD. Results Toward this end, we selected 31 infants from a large-scale prospective birth cohort study of infants with a first-degree relative with CD. We then performed rigorous multivariate association, cross-sectional, and longitudinal analyses using metagenomic and metabolomic data collected at birth, 3 months and 6 months of age to explore the impact of genetic predisposition and environmental risk factors on the gut microbiota composition, function, and metabolome prior to the introduction of trigger (gluten). These analyses revealed several microbial species, functional pathways, and metabolites that are associated with each genetic and environmental risk factor or that are differentially abundant between environmentally exposed and non-exposed infants or between time points. Among our significant findings, we found that cesarean section delivery is associated with a decreased abundance of Bacteroides vulgatus and Bacteroides dorei and of folate biosynthesis pathway and with an increased abundance of hydroxyphenylacetic acid, alterations that are implicated in immune system dysfunction and inflammatory conditions. Additionally, longitudinal analysis revealed that, in infants not exposed to any environmental risk factor, the abundances of Bacteroides uniformis and of metabolite 3-3-hydroxyphenylproprionic acid increase over time, while those for lipoic acid and methane metabolism pathways decrease, patterns that are linked to beneficial immunomodulatory and anti-inflammatory effects. Conclusions Overall, our study provides unprecedented insights into major taxonomic and functional shifts in the developing gut microbiota of infants at risk of CD linking genetic and environmental risk factors to detrimental immunomodulatory and inflammatory effects. Video Abstract
topic Microbiota
Celiac disease
Multi-omics analysis, gut microbiome
url http://link.springer.com/article/10.1186/s40168-020-00906-w
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spelling doaj-ce798c17b1504d999ed1882d345fbda62020-11-25T03:31:03ZengBMCMicrobiome2049-26182020-09-018111510.1186/s40168-020-00906-wMulti-omics analysis reveals the influence of genetic and environmental risk factors on developing gut microbiota in infants at risk of celiac diseaseMaureen M. Leonard0Hiren Karathia1Meritxell Pujolassos2Jacopo Troisi3Francesco Valitutti4Poorani Subramanian5Stephanie Camhi6Victoria Kenyon7Angelo Colucci8Gloria Serena9Salvatore Cucchiara10Monica Montuori11Basilio Malamisura12Ruggiero Francavilla13Luca Elli14Brian Fanelli15Rita Colwell16Nur Hasan17Ali R. Zomorrodi18Alessio Fasano19the CD-GEMM TeamDivision of Pediatric Gastroenterology and Nutrition, MassGeneral Hospital for Children, Harvard Medical SchoolCosmosID Inc.Theoreo srl, University of SalernoTheoreo srl, University of SalernoEuropean Biomedical Research Institute of Salerno (EBRIS)CosmosID Inc.Mucosal Immunology and Biology Research Center, MassGeneral Hospital for ChildrenMucosal Immunology and Biology Research Center, MassGeneral Hospital for ChildrenTheoreo srl, University of SalernoDivision of Pediatric Gastroenterology and Nutrition, MassGeneral Hospital for Children, Harvard Medical SchoolPediatric Gastroenterology, Sapienza University of RomePediatric Gastroenterology, Sapienza University of RomePediatric Unit, Maternal and Child Health Department, AOU San Giovanni di Dio e Ruggi d’AragonaPediatric Gastroenterology, University of BariCenter for Prevention and Diagnosis of Celiac Disease Fondazione IRCCS Ca’ Granda Ospedale Maggiore PoliclinicoCosmosID Inc.CosmosID Inc.CosmosID Inc.Division of Pediatric Gastroenterology and Nutrition, MassGeneral Hospital for Children, Harvard Medical SchoolDivision of Pediatric Gastroenterology and Nutrition, MassGeneral Hospital for Children, Harvard Medical SchoolAbstract Background Celiac disease (CD) is an autoimmune digestive disorder that occurs in genetically susceptible individuals in response to ingesting gluten, a protein found in wheat, rye, and barley. Research shows that genetic predisposition and exposure to gluten are necessary but not sufficient to trigger the development of CD. This suggests that exposure to other environmental stimuli early in life, e.g., cesarean section delivery and exposure to antibiotics or formula feeding, may also play a key role in CD pathogenesis through yet unknown mechanisms. Here, we use multi-omics analysis to investigate how genetic and early environmental risk factors alter the development of the gut microbiota in infants at risk of CD. Results Toward this end, we selected 31 infants from a large-scale prospective birth cohort study of infants with a first-degree relative with CD. We then performed rigorous multivariate association, cross-sectional, and longitudinal analyses using metagenomic and metabolomic data collected at birth, 3 months and 6 months of age to explore the impact of genetic predisposition and environmental risk factors on the gut microbiota composition, function, and metabolome prior to the introduction of trigger (gluten). These analyses revealed several microbial species, functional pathways, and metabolites that are associated with each genetic and environmental risk factor or that are differentially abundant between environmentally exposed and non-exposed infants or between time points. Among our significant findings, we found that cesarean section delivery is associated with a decreased abundance of Bacteroides vulgatus and Bacteroides dorei and of folate biosynthesis pathway and with an increased abundance of hydroxyphenylacetic acid, alterations that are implicated in immune system dysfunction and inflammatory conditions. Additionally, longitudinal analysis revealed that, in infants not exposed to any environmental risk factor, the abundances of Bacteroides uniformis and of metabolite 3-3-hydroxyphenylproprionic acid increase over time, while those for lipoic acid and methane metabolism pathways decrease, patterns that are linked to beneficial immunomodulatory and anti-inflammatory effects. Conclusions Overall, our study provides unprecedented insights into major taxonomic and functional shifts in the developing gut microbiota of infants at risk of CD linking genetic and environmental risk factors to detrimental immunomodulatory and inflammatory effects. Video Abstracthttp://link.springer.com/article/10.1186/s40168-020-00906-wMicrobiotaCeliac diseaseMulti-omics analysis, gut microbiome