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Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain
Osteoarthritis (OA) and major depression (MD) are two debilitating disorders that frequently co-occur and affect millions of the elderly each year. Despite the greater symptom severity, poorer clinical outcomes, and increased mortality of the comorbid conditions, we have a limited understanding of t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481820/ https://www.ncbi.nlm.nih.gov/pubmed/34603368 http://dx.doi.org/10.3389/fgene.2021.687687 |
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author | Barowsky, Sophie Jung, Jae-Yoon Nesbit, Nicholas Silberstein, Micah Fava, Maurizio Loggia, Marco L. Smoller, Jordan W. Lee, Phil H. |
author_facet | Barowsky, Sophie Jung, Jae-Yoon Nesbit, Nicholas Silberstein, Micah Fava, Maurizio Loggia, Marco L. Smoller, Jordan W. Lee, Phil H. |
author_sort | Barowsky, Sophie |
collection | PubMed |
description | Osteoarthritis (OA) and major depression (MD) are two debilitating disorders that frequently co-occur and affect millions of the elderly each year. Despite the greater symptom severity, poorer clinical outcomes, and increased mortality of the comorbid conditions, we have a limited understanding of their etiologic relationships. In this study, we conducted the first cross-disorder investigations of OA and MD, using genome-wide association data representing over 247K cases and 475K controls. Along with significant positive genome-wide genetic correlations (r(g) = 0.299 ± 0.026, p = 9.10 × 10(–31)), Mendelian randomization (MR) analysis identified a bidirectional causal effect between OA and MD (β(OA)(→)(MD) = 0.09, SE = 0.02, z-score p-value < 1.02 × 10(–5); β(MD)(→)(OA) = 0.19, SE = 0.026, p < 2.67 × 10(–13)), indicating genetic variants affecting OA risk are, in part, shared with those influencing MD risk. Cross-disorder meta-analysis of OA and MD identified 56 genomic risk loci (P(meta) ≤ 5 × 10(–8)), which show heightened expression of the associated genes in the brain and pituitary. Gene-set enrichment analysis highlighted “mechanosensory behavior” genes (GO:0007638; P(gene_set) = 2.45 × 10(–8)) as potential biological mechanisms that simultaneously increase susceptibility to these mental and physical health conditions. Taken together, these findings show that OA and MD share common genetic risk mechanisms, one of which centers on the neural response to the sensation of mechanical stimulus. Further investigation is warranted to elaborate the etiologic mechanisms of the pleiotropic risk genes, as well as to develop early intervention and integrative clinical care of these serious conditions that disproportionally affect the aging population. |
format | Online Article Text |
id | pubmed-8481820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84818202021-10-01 Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain Barowsky, Sophie Jung, Jae-Yoon Nesbit, Nicholas Silberstein, Micah Fava, Maurizio Loggia, Marco L. Smoller, Jordan W. Lee, Phil H. Front Genet Genetics Osteoarthritis (OA) and major depression (MD) are two debilitating disorders that frequently co-occur and affect millions of the elderly each year. Despite the greater symptom severity, poorer clinical outcomes, and increased mortality of the comorbid conditions, we have a limited understanding of their etiologic relationships. In this study, we conducted the first cross-disorder investigations of OA and MD, using genome-wide association data representing over 247K cases and 475K controls. Along with significant positive genome-wide genetic correlations (r(g) = 0.299 ± 0.026, p = 9.10 × 10(–31)), Mendelian randomization (MR) analysis identified a bidirectional causal effect between OA and MD (β(OA)(→)(MD) = 0.09, SE = 0.02, z-score p-value < 1.02 × 10(–5); β(MD)(→)(OA) = 0.19, SE = 0.026, p < 2.67 × 10(–13)), indicating genetic variants affecting OA risk are, in part, shared with those influencing MD risk. Cross-disorder meta-analysis of OA and MD identified 56 genomic risk loci (P(meta) ≤ 5 × 10(–8)), which show heightened expression of the associated genes in the brain and pituitary. Gene-set enrichment analysis highlighted “mechanosensory behavior” genes (GO:0007638; P(gene_set) = 2.45 × 10(–8)) as potential biological mechanisms that simultaneously increase susceptibility to these mental and physical health conditions. Taken together, these findings show that OA and MD share common genetic risk mechanisms, one of which centers on the neural response to the sensation of mechanical stimulus. Further investigation is warranted to elaborate the etiologic mechanisms of the pleiotropic risk genes, as well as to develop early intervention and integrative clinical care of these serious conditions that disproportionally affect the aging population. Frontiers Media S.A. 2021-09-16 /pmc/articles/PMC8481820/ /pubmed/34603368 http://dx.doi.org/10.3389/fgene.2021.687687 Text en Copyright © 2021 Barowsky, Jung, Nesbit, Silberstein, Fava, Loggia, Smoller and Lee. 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 | Genetics Barowsky, Sophie Jung, Jae-Yoon Nesbit, Nicholas Silberstein, Micah Fava, Maurizio Loggia, Marco L. Smoller, Jordan W. Lee, Phil H. Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain |
title | Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain |
title_full | Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain |
title_fullStr | Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain |
title_full_unstemmed | Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain |
title_short | Cross-Disorder Genomics Data Analysis Elucidates a Shared Genetic Basis Between Major Depression and Osteoarthritis Pain |
title_sort | cross-disorder genomics data analysis elucidates a shared genetic basis between major depression and osteoarthritis pain |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481820/ https://www.ncbi.nlm.nih.gov/pubmed/34603368 http://dx.doi.org/10.3389/fgene.2021.687687 |
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