| dc.contributor.author | Palmer, Nathan P. | |
| dc.contributor.author | Kohane, Isaac S. | |
| dc.contributor.author | Nazeen, Sumaiya | |
| dc.contributor.author | Berger Leighton, Bonnie | |
| dc.date.accessioned | 2016-12-08T20:21:49Z | |
| dc.date.available | 2016-12-08T20:21:49Z | |
| dc.date.issued | 2016-11 | |
| dc.date.submitted | 2016-07 | |
| dc.identifier.issn | 1474-760X | |
| dc.identifier.uri | http://hdl.handle.net/1721.1/105756 | |
| dc.description.abstract | 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.
Keywords
Autism spectrum disorder Co-morbidities of ASD Innate immunity pathways Three-tiered meta-analysis Gene expression | en_US |
| dc.description.sponsorship | National Institutes of Health (U.S.) (grant GM081871) | en_US |
| dc.description.sponsorship | Massachusetts Institute of Technology. Ludwig Center for Molecular Oncology | en_US |
| dc.description.sponsorship | United States. J. William Fulbright Foreign Scholarship Board (International Fulbright Science and Technology Fellowship) | en_US |
| dc.publisher | BioMed Central | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.1186/s13059-016-1084-z | en_US |
| dc.rights | Creative Commons Attribution | en_US |
| dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | en_US |
| dc.source | BioMed Central | en_US |
| dc.title | Integrative analysis of genetic data sets reveals a shared innate immune component in autism spectrum disorder and its co-morbidities | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Nazeen, 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.department | Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory | en_US |
| dc.contributor.mitauthor | Nazeen, Sumaiya | |
| dc.contributor.mitauthor | Berger Leighton, Bonnie | |
| dc.relation.journal | Genome Biology | en_US |
| dc.eprint.version | Final published version | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dc.date.updated | 2016-11-15T04:40:24Z | |
| dc.language.rfc3066 | en | |
| dc.rights.holder | The Author(s) | |
| dspace.orderedauthors | Nazeen, Sumaiya; Palmer, Nathan P.; Berger, Bonnie; Kohane, Isaac S. | en_US |
| dspace.embargo.terms | N | en_US |
| dc.identifier.orcid | https://orcid.org/0000-0002-6313-6357 | |
| dc.identifier.orcid | https://orcid.org/0000-0002-2724-7228 | |
| mit.license | PUBLISHER_CC | en_US |
| mit.metadata.status | Complete | |