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Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk

BACKGROUND: Celiac Disease (CeD) is an autoimmune disorder triggered by gluten intake in genetically susceptible individuals. Highest risk individuals are homozygous for the Human Leucocyte Antigen (HLA) DQ2.5 haplotype or DQ2.5/DQ2.2 heterozygous. Both the HLA-DQ2-positive high genetic risk individ...

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Autores principales: González-García, Bárbara P., Marí, Sergi, Cilleros-Portet, Ariadna, Hernangomez-Laderas, Alba, Fernandez-Jimenez, Nora, García-Santisteban, Iraia, Bilbao, Jose Ramon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347381/
https://www.ncbi.nlm.nih.gov/pubmed/37457693
http://dx.doi.org/10.3389/fimmu.2023.1082862
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author González-García, Bárbara P.
Marí, Sergi
Cilleros-Portet, Ariadna
Hernangomez-Laderas, Alba
Fernandez-Jimenez, Nora
García-Santisteban, Iraia
Bilbao, Jose Ramon
author_facet González-García, Bárbara P.
Marí, Sergi
Cilleros-Portet, Ariadna
Hernangomez-Laderas, Alba
Fernandez-Jimenez, Nora
García-Santisteban, Iraia
Bilbao, Jose Ramon
author_sort González-García, Bárbara P.
collection PubMed
description BACKGROUND: Celiac Disease (CeD) is an autoimmune disorder triggered by gluten intake in genetically susceptible individuals. Highest risk individuals are homozygous for the Human Leucocyte Antigen (HLA) DQ2.5 haplotype or DQ2.5/DQ2.2 heterozygous. Both the HLA-DQ2-positive high genetic risk individuals and those that have developed the disease have altered intestinal microbiota, but it remains unclear whether these alterations are a cause or a consequence of CeD. OBJECTIVE: To investigate a potential bidirectional causality between gut microbiota (GM) and CeD in HLA-DQ2 high genetic risk individuals. MATERIALS AND METHODS: We performed a bidirectional Two-Sample Mendelian Randomization (2SMR) test using summary statistics from the largest publicly available Genome-Wide Association Study (GWAS) of GM and the summary statistics of the Immunochip CeD study of those individuals with the HLA-DQ2 high-risk haplotype. To test whether changes in GM composition were causally linked to CeD, GM data were used as exposure and CeD data as outcome; to test for reverse causation, the exposure and outcome datasets were inverted. RESULTS: We identified several bacteria from Ruminococcaceae and Lachnospiraceae families of the Firmicutes phylum as potentially causal in both directions. In addition, our results suggest that changes in the abundance of Veillonellaceae family might be causal in the development of CeD, while alterations in Pasteurellaceae family might be a consequence of the disease itself. CONCLUSION: Our results suggest that the relationship between GM and HLA-DQ2 high risk individuals is highly complex and bidirectional.
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spelling pubmed-103473812023-07-15 Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk González-García, Bárbara P. Marí, Sergi Cilleros-Portet, Ariadna Hernangomez-Laderas, Alba Fernandez-Jimenez, Nora García-Santisteban, Iraia Bilbao, Jose Ramon Front Immunol Immunology BACKGROUND: Celiac Disease (CeD) is an autoimmune disorder triggered by gluten intake in genetically susceptible individuals. Highest risk individuals are homozygous for the Human Leucocyte Antigen (HLA) DQ2.5 haplotype or DQ2.5/DQ2.2 heterozygous. Both the HLA-DQ2-positive high genetic risk individuals and those that have developed the disease have altered intestinal microbiota, but it remains unclear whether these alterations are a cause or a consequence of CeD. OBJECTIVE: To investigate a potential bidirectional causality between gut microbiota (GM) and CeD in HLA-DQ2 high genetic risk individuals. MATERIALS AND METHODS: We performed a bidirectional Two-Sample Mendelian Randomization (2SMR) test using summary statistics from the largest publicly available Genome-Wide Association Study (GWAS) of GM and the summary statistics of the Immunochip CeD study of those individuals with the HLA-DQ2 high-risk haplotype. To test whether changes in GM composition were causally linked to CeD, GM data were used as exposure and CeD data as outcome; to test for reverse causation, the exposure and outcome datasets were inverted. RESULTS: We identified several bacteria from Ruminococcaceae and Lachnospiraceae families of the Firmicutes phylum as potentially causal in both directions. In addition, our results suggest that changes in the abundance of Veillonellaceae family might be causal in the development of CeD, while alterations in Pasteurellaceae family might be a consequence of the disease itself. CONCLUSION: Our results suggest that the relationship between GM and HLA-DQ2 high risk individuals is highly complex and bidirectional. Frontiers Media S.A. 2023-06-30 /pmc/articles/PMC10347381/ /pubmed/37457693 http://dx.doi.org/10.3389/fimmu.2023.1082862 Text en Copyright © 2023 González-García, Marí, Cilleros-Portet, Hernangomez-Laderas, Fernandez-Jimenez, García-Santisteban and Bilbao https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Immunology
González-García, Bárbara P.
Marí, Sergi
Cilleros-Portet, Ariadna
Hernangomez-Laderas, Alba
Fernandez-Jimenez, Nora
García-Santisteban, Iraia
Bilbao, Jose Ramon
Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
title Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
title_full Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
title_fullStr Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
title_full_unstemmed Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
title_short Two-Sample Mendelian Randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
title_sort two-sample mendelian randomization detects bidirectional causality between gut microbiota and celiac disease in individuals with high genetic risk
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10347381/
https://www.ncbi.nlm.nih.gov/pubmed/37457693
http://dx.doi.org/10.3389/fimmu.2023.1082862
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