Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784731942638321664
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
work_keys_str_mv AT vernocchipamela gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT ristorimariavittoria gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT guerrerasilvia gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT guarrasivalerio gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT contefederica gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT russoalessandra gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT lupielisabetta gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT albitarnehmesami gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT gardinisimone gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT pacipaola gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT ianirogianluca gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT vicaristefano gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT gasbarriniantonio gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects
AT putignanilorenza gutmicrobiotaecologyandinferredfunctionsinchildrenwithasdcomparedtoneurotypicalsubjects