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Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities

BACKGROUND: Autism spectrum disorder (ASD) is a common neurodevelopmental disorder that tends to co-occur with other diseases, including asthma, inflammatory bowel disease, infections, cerebral palsy, dilated cardiomyopathy, muscular dystrophy, and schizophrenia. However, the molecular basis of this...

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Autores principales: Nazeen, Sumaiya, Palmer, Nathan P., Berger, Bonnie, Kohane, Isaac S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5108086/
https://www.ncbi.nlm.nih.gov/pubmed/27842596
http://dx.doi.org/10.1186/s13059-016-1084-z
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author Nazeen, Sumaiya
Palmer, Nathan P.
Berger, Bonnie
Kohane, Isaac S.
author_facet Nazeen, Sumaiya
Palmer, Nathan P.
Berger, Bonnie
Kohane, Isaac S.
author_sort Nazeen, Sumaiya
collection PubMed
description BACKGROUND: Autism spectrum disorder (ASD) is a common neurodevelopmental disorder that tends to co-occur with other diseases, including asthma, inflammatory bowel disease, infections, cerebral palsy, dilated cardiomyopathy, muscular dystrophy, and schizophrenia. However, the molecular basis of this co-occurrence, and whether it is due to a shared component that influences both pathophysiology and environmental triggering of illness, has not been elucidated. To address this, we deploy a three-tiered transcriptomic meta-analysis that functions at the gene, pathway, and disease levels across ASD and its co-morbidities. RESULTS: Our analysis reveals a novel shared innate immune component between ASD and all but three of its co-morbidities that were examined. In particular, we find that the Toll-like receptor signaling and the chemokine signaling pathways, which are key pathways in the innate immune response, have the highest shared statistical significance. Moreover, the disease genes that overlap these two innate immunity pathways can be used to classify the cases of ASD and its co-morbidities vs. controls with at least 70 % accuracy. CONCLUSIONS: This finding suggests that a neuropsychiatric condition and the majority of its non-brain-related co-morbidities share a dysregulated signal that serves as not only a common genetic basis for the diseases but also as a link to environmental triggers. It also raises the possibility that treatment and/or prophylaxis used for disorders of innate immunity may be successfully used for ASD patients with immune-related phenotypes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1084-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-51080862016-11-28 Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities Nazeen, Sumaiya Palmer, Nathan P. Berger, Bonnie Kohane, Isaac S. Genome Biol Research BACKGROUND: Autism spectrum disorder (ASD) is a common neurodevelopmental disorder that tends to co-occur with other diseases, including asthma, inflammatory bowel disease, infections, cerebral palsy, dilated cardiomyopathy, muscular dystrophy, and schizophrenia. However, the molecular basis of this co-occurrence, and whether it is due to a shared component that influences both pathophysiology and environmental triggering of illness, has not been elucidated. To address this, we deploy a three-tiered transcriptomic meta-analysis that functions at the gene, pathway, and disease levels across ASD and its co-morbidities. RESULTS: Our analysis reveals a novel shared innate immune component between ASD and all but three of its co-morbidities that were examined. In particular, we find that the Toll-like receptor signaling and the chemokine signaling pathways, which are key pathways in the innate immune response, have the highest shared statistical significance. Moreover, the disease genes that overlap these two innate immunity pathways can be used to classify the cases of ASD and its co-morbidities vs. controls with at least 70 % accuracy. CONCLUSIONS: This finding suggests that a neuropsychiatric condition and the majority of its non-brain-related co-morbidities share a dysregulated signal that serves as not only a common genetic basis for the diseases but also as a link to environmental triggers. It also raises the possibility that treatment and/or prophylaxis used for disorders of innate immunity may be successfully used for ASD patients with immune-related phenotypes. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1084-z) contains supplementary material, which is available to authorized users. BioMed Central 2016-11-14 /pmc/articles/PMC5108086/ /pubmed/27842596 http://dx.doi.org/10.1186/s13059-016-1084-z Text en © The Author(s) 2016 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Nazeen, Sumaiya
Palmer, Nathan P.
Berger, Bonnie
Kohane, Isaac S.
Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
title Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
title_full Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
title_fullStr Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
title_full_unstemmed Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
title_short Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
title_sort integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5108086/
https://www.ncbi.nlm.nih.gov/pubmed/27842596
http://dx.doi.org/10.1186/s13059-016-1084-z
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