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dc.contributor.authorTylee, Daniel S.
dc.contributor.authorMick, Eric O.
dc.date2022-08-11T08:08:23.000
dc.date.accessioned2022-08-23T15:53:12Z
dc.date.available2022-08-23T15:53:12Z
dc.date.issued2018-03-10
dc.date.submitted2018-06-11
dc.identifier.citation<p>bioRxiv 070730; doi: https://doi.org/10.1101/070730. <a href="https://doi.org/10.1101/070730" target="_blank">Link to preprint on bioRxiv service. </a></p>
dc.identifier.doi10.1101/070730
dc.identifier.urihttp://hdl.handle.net/20.500.14038/29304
dc.description<p>Full author list omitted for brevity. For the full list of authors, see article.</p>
dc.description.abstractIndividuals with psychiatric disorders have elevated rates of autoimmune comorbidity and altered immune signaling. It is unclear whether these altered immunological states have a shared genetic basis with those psychiatric disorders. The present study sought to use existing summary-level data from previous genome-wide association studies (GWASs) to determine if commonly varying single nucleotide polymorphisms (SNPs) are shared between psychiatric and immune-related phenotypes. We estimated heritability and examined pair-wise genetic correlations using the linkage disequilibrium score regression (LDSC) and heritability estimation from summary statistics (HESS) methods. Using LDSC, we observed significant genetic correlations between immune-related disorders and several psychiatric disorders, including anorexia nervosa, attention deficit-hyperactivity disorder, bipolar disorder, major depression, obsessive compulsive disorder, schizophrenia, smoking behavior, and Tourette syndrome. Loci significantly mediating genetic correlations were identified for schizophrenia when analytically paired with Crohns disease, primary biliary cirrhosis, systemic lupus erythematosus, and ulcerative colitis. We report significantly correlated loci and highlight those containing genome-wide associations and candidate genes for respective disorders. We also used the LDSC method to characterize genetic correlations amongst the immune-related phenotypes. We discuss our findings in the context of relevant genetic and epidemiological literature, as well as the limitations and caveats of the study.
dc.language.isoen_US
dc.rightsThe copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It is made available under a CC-BY-NC-ND 4.0 International license.
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectbioinformatics
dc.subjectpsychiatric disorders
dc.subjectsingle nucleotide polymorphisms
dc.subjectSNPs
dc.subjectgenome-wide association studies
dc.subjectGWASs
dc.subjectimmune-related disorders
dc.subjectlinkage disequilibrium score regression
dc.subjectLDSC
dc.subjectBioinformatics
dc.subjectCongenital, Hereditary, and Neonatal Diseases and Abnormalities
dc.subjectGenetic Phenomena
dc.subjectGenetics and Genomics
dc.subjectImmune System Diseases
dc.subjectMental Disorders
dc.subjectPopulation Biology
dc.titleGenetic correlations among psychiatric and immune-related phenotypes based on genome-wide association data [preprint]
dc.typePreprint
dc.source.journaltitlebioRxiv
dc.identifier.legacyfulltexthttps://escholarship.umassmed.edu/cgi/viewcontent.cgi?article=2535&amp;context=faculty_pubs&amp;unstamped=1
dc.identifier.legacycoverpagehttps://escholarship.umassmed.edu/faculty_pubs/1530
dc.identifier.contextkey12290071
refterms.dateFOA2022-08-23T15:53:12Z
html.description.abstract<p>Individuals with psychiatric disorders have elevated rates of autoimmune comorbidity and altered immune signaling. It is unclear whether these altered immunological states have a shared genetic basis with those psychiatric disorders. The present study sought to use existing summary-level data from previous genome-wide association studies (GWASs) to determine if commonly varying single nucleotide polymorphisms (SNPs) are shared between psychiatric and immune-related phenotypes. We estimated heritability and examined pair-wise genetic correlations using the linkage disequilibrium score regression (LDSC) and heritability estimation from summary statistics (HESS) methods. Using LDSC, we observed significant genetic correlations between immune-related disorders and several psychiatric disorders, including anorexia nervosa, attention deficit-hyperactivity disorder, bipolar disorder, major depression, obsessive compulsive disorder, schizophrenia, smoking behavior, and Tourette syndrome. Loci significantly mediating genetic correlations were identified for schizophrenia when analytically paired with Crohns disease, primary biliary cirrhosis, systemic lupus erythematosus, and ulcerative colitis. We report significantly correlated loci and highlight those containing genome-wide associations and candidate genes for respective disorders. We also used the LDSC method to characterize genetic correlations amongst the immune-related phenotypes. We discuss our findings in the context of relevant genetic and epidemiological literature, as well as the limitations and caveats of the study.</p>
dc.identifier.submissionpathfaculty_pubs/1530
dc.contributor.departmentDepartment of Quantitative Health Sciences


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The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It is made available under a CC-BY-NC-ND 4.0 International license.
Except where otherwise noted, this item's license is described as The copyright holder for this preprint (which was not peer-reviewed) is the author/funder. It is made available under a CC-BY-NC-ND 4.0 International license.