Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Barowsky, Sophie, Jung, Jae-Yoon, Nesbit, Nicholas, Silberstein, Micah, Fava, Maurizio, Loggia, Marco L., Smoller, Jordan W., Lee, Phil H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
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
_version_ 1784576765599940608
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
work_keys_str_mv AT barowskysophie crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT jungjaeyoon crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT nesbitnicholas crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT silbersteinmicah crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT favamaurizio crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT loggiamarcol crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT smollerjordanw crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain
AT leephilh crossdisordergenomicsdataanalysiselucidatesasharedgeneticbasisbetweenmajordepressionandosteoarthritispain