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dc.contributor.authorPalmer, Nathan P.
dc.contributor.authorKohane, Isaac S.
dc.contributor.authorNazeen, Sumaiya
dc.contributor.authorBerger Leighton, Bonnie
dc.date.accessioned2016-12-08T20:21:49Z
dc.date.available2016-12-08T20:21:49Z
dc.date.issued2016-11
dc.date.submitted2016-07
dc.identifier.issn1474-760X
dc.identifier.urihttp://hdl.handle.net/1721.1/105756
dc.description.abstractBackground 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. Keywords Autism spectrum disorder Co-morbidities of ASD Innate immunity pathways Three-tiered meta-analysis Gene expressionen_US
dc.description.sponsorshipNational Institutes of Health (U.S.) (grant GM081871)en_US
dc.description.sponsorshipMassachusetts Institute of Technology. Ludwig Center for Molecular Oncologyen_US
dc.description.sponsorshipUnited States. J. William Fulbright Foreign Scholarship Board (International Fulbright Science and Technology Fellowship)en_US
dc.publisherBioMed Centralen_US
dc.relation.isversionofhttp://dx.doi.org/10.1186/s13059-016-1084-zen_US
dc.rightsCreative Commons Attributionen_US
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_US
dc.sourceBioMed Centralen_US
dc.titleIntegrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbiditiesen_US
dc.typeArticleen_US
dc.identifier.citationNazeen, Sumaiya et al. “Integrative Analysis of Genetic Data Sets Reveals a Shared Innate Immune Component in Autism Spectrum Disorder and Its Co-Morbidities.” Genome Biology 17.1 (2016): n. pag.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratoryen_US
dc.contributor.mitauthorNazeen, Sumaiya
dc.contributor.mitauthorBerger Leighton, Bonnie
dc.relation.journalGenome Biologyen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2016-11-15T04:40:24Z
dc.language.rfc3066en
dc.rights.holderThe Author(s)
dspace.orderedauthorsNazeen, Sumaiya; Palmer, Nathan P.; Berger, Bonnie; Kohane, Isaac S.en_US
dspace.embargo.termsNen_US
dc.identifier.orcidhttps://orcid.org/0000-0002-6313-6357
dc.identifier.orcidhttps://orcid.org/0000-0002-2724-7228
mit.licensePUBLISHER_CCen_US
mit.metadata.statusComplete


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