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Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects
Autism spectrum disorders (ASDs) is a multifactorial neurodevelopmental disorder. The communication between the gastrointestinal (GI) tract and the central nervous system seems driven by gut microbiota (GM). Herein, we provide GM profiling, considering GI functional symptoms, neurological impairment...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218677/ https://www.ncbi.nlm.nih.gov/pubmed/35756062 http://dx.doi.org/10.3389/fmicb.2022.871086 |
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author | Vernocchi, Pamela Ristori, Maria Vittoria Guerrera, Silvia Guarrasi, Valerio Conte, Federica Russo, Alessandra Lupi, Elisabetta Albitar-Nehme, Sami Gardini, Simone Paci, Paola Ianiro, Gianluca Vicari, Stefano Gasbarrini, Antonio Putignani, Lorenza |
author_facet | Vernocchi, Pamela Ristori, Maria Vittoria Guerrera, Silvia Guarrasi, Valerio Conte, Federica Russo, Alessandra Lupi, Elisabetta Albitar-Nehme, Sami Gardini, Simone Paci, Paola Ianiro, Gianluca Vicari, Stefano Gasbarrini, Antonio Putignani, Lorenza |
author_sort | Vernocchi, Pamela |
collection | PubMed |
description | Autism spectrum disorders (ASDs) is a multifactorial neurodevelopmental disorder. The communication between the gastrointestinal (GI) tract and the central nervous system seems driven by gut microbiota (GM). Herein, we provide GM profiling, considering GI functional symptoms, neurological impairment, and dietary habits. Forty-one and 35 fecal samples collected from ASD and neurotypical children (CTRLs), respectively, (age range, 3–15 years) were analyzed by 16S targeted-metagenomics (the V3–V4 region) and inflammation and permeability markers (i.e., sIgA, zonulin lysozyme), and then correlated with subjects’ metadata. Our ASD cohort was characterized as follows: 30/41 (73%) with GI functional symptoms; 24/41 (58%) picky eaters (PEs), with one or more dietary needs, including 10/41 (24%) with food selectivity (FS); 36/41 (88%) presenting high and medium autism severity symptoms (HMASSs). Among the cohort with GI symptoms, 28/30 (93%) showed HMASSs, 17/30 (57%) were picky eaters and only 8/30 (27%) with food selectivity. The remaining 11/41 (27%) ASDs without GI symptoms that were characterized by HMASS for 8/11 (72%) and 7/11 (63%) were picky eaters. GM ecology was investigated for the overall ASD cohort versus CTRLs; ASDs with GI and without GI, respectively, versus CTRLs; ASD with GI versus ASD without GI; ASDs with HMASS versus low ASSs; PEs versus no-PEs; and FS versus absence of FS. In particular, the GM of ASDs, compared to CTRLs, was characterized by the increase of Proteobacteria, Bacteroidetes, Rikenellaceae, Pasteurellaceae, Klebsiella, Bacteroides, Roseburia, Lactobacillus, Prevotella, Sutterella, Staphylococcus, and Haemophilus. Moreover, Sutterella, Roseburia and Fusobacterium were associated to ASD with GI symptoms compared to CTRLs. Interestingly, ASD with GI symptoms showed higher value of zonulin and lower levels of lysozyme, which were also characterized by differentially expressed predicted functional pathways. Multiple machine learning models classified correctly 80% overall ASDs, compared with CTRLs, based on Bacteroides, Lactobacillus, Prevotella, Staphylococcus, Sutterella, and Haemophilus features. In conclusion, in our patient cohort, regardless of the evaluation of many factors potentially modulating the GM profile, the major phenotypic determinant affecting the GM was represented by GI hallmarks and patients’ age. |
format | Online Article Text |
id | pubmed-9218677 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92186772022-06-24 Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects Vernocchi, Pamela Ristori, Maria Vittoria Guerrera, Silvia Guarrasi, Valerio Conte, Federica Russo, Alessandra Lupi, Elisabetta Albitar-Nehme, Sami Gardini, Simone Paci, Paola Ianiro, Gianluca Vicari, Stefano Gasbarrini, Antonio Putignani, Lorenza Front Microbiol Microbiology Autism spectrum disorders (ASDs) is a multifactorial neurodevelopmental disorder. The communication between the gastrointestinal (GI) tract and the central nervous system seems driven by gut microbiota (GM). Herein, we provide GM profiling, considering GI functional symptoms, neurological impairment, and dietary habits. Forty-one and 35 fecal samples collected from ASD and neurotypical children (CTRLs), respectively, (age range, 3–15 years) were analyzed by 16S targeted-metagenomics (the V3–V4 region) and inflammation and permeability markers (i.e., sIgA, zonulin lysozyme), and then correlated with subjects’ metadata. Our ASD cohort was characterized as follows: 30/41 (73%) with GI functional symptoms; 24/41 (58%) picky eaters (PEs), with one or more dietary needs, including 10/41 (24%) with food selectivity (FS); 36/41 (88%) presenting high and medium autism severity symptoms (HMASSs). Among the cohort with GI symptoms, 28/30 (93%) showed HMASSs, 17/30 (57%) were picky eaters and only 8/30 (27%) with food selectivity. The remaining 11/41 (27%) ASDs without GI symptoms that were characterized by HMASS for 8/11 (72%) and 7/11 (63%) were picky eaters. GM ecology was investigated for the overall ASD cohort versus CTRLs; ASDs with GI and without GI, respectively, versus CTRLs; ASD with GI versus ASD without GI; ASDs with HMASS versus low ASSs; PEs versus no-PEs; and FS versus absence of FS. In particular, the GM of ASDs, compared to CTRLs, was characterized by the increase of Proteobacteria, Bacteroidetes, Rikenellaceae, Pasteurellaceae, Klebsiella, Bacteroides, Roseburia, Lactobacillus, Prevotella, Sutterella, Staphylococcus, and Haemophilus. Moreover, Sutterella, Roseburia and Fusobacterium were associated to ASD with GI symptoms compared to CTRLs. Interestingly, ASD with GI symptoms showed higher value of zonulin and lower levels of lysozyme, which were also characterized by differentially expressed predicted functional pathways. Multiple machine learning models classified correctly 80% overall ASDs, compared with CTRLs, based on Bacteroides, Lactobacillus, Prevotella, Staphylococcus, Sutterella, and Haemophilus features. In conclusion, in our patient cohort, regardless of the evaluation of many factors potentially modulating the GM profile, the major phenotypic determinant affecting the GM was represented by GI hallmarks and patients’ age. Frontiers Media S.A. 2022-06-09 /pmc/articles/PMC9218677/ /pubmed/35756062 http://dx.doi.org/10.3389/fmicb.2022.871086 Text en Copyright © 2022 Vernocchi, Ristori, Guerrera, Guarrasi, Conte, Russo, Lupi, Albitar-Nehme, Gardini, Paci, Ianiro, Vicari, Gasbarrini and Putignani. 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 | Microbiology Vernocchi, Pamela Ristori, Maria Vittoria Guerrera, Silvia Guarrasi, Valerio Conte, Federica Russo, Alessandra Lupi, Elisabetta Albitar-Nehme, Sami Gardini, Simone Paci, Paola Ianiro, Gianluca Vicari, Stefano Gasbarrini, Antonio Putignani, Lorenza Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects |
title | Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects |
title_full | Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects |
title_fullStr | Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects |
title_full_unstemmed | Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects |
title_short | Gut Microbiota Ecology and Inferred Functions in Children With ASD Compared to Neurotypical Subjects |
title_sort | gut microbiota ecology and inferred functions in children with asd compared to neurotypical subjects |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9218677/ https://www.ncbi.nlm.nih.gov/pubmed/35756062 http://dx.doi.org/10.3389/fmicb.2022.871086 |
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