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Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density

Lumbar disc degeneration (LDD) is age-related break-down in the fibrocartilaginous joints between lumbar vertebrae. It is a major cause of low back pain and is conventionally assessed by magnetic resonance imaging (MRI). Like most other complex traits, LDD is likely polygenic and influenced by both...

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Autores principales: Zhou, Xueya, Cheung, Ching-Lung, Karasugi, Tatsuki, Karppinen, Jaro, Samartzis, Dino, Hsu, Yi-Hsiang, Mak, Timothy Shin-Heng, Song, You-Qiang, Chiba, Kazuhiro, Kawaguchi, Yoshiharu, Li, Yan, Chan, Danny, Cheung, Kenneth Man-Chee, Ikegawa, Shiro, Cheah, Kathryn Song-Eng, Sham, Pak Chung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6088183/
https://www.ncbi.nlm.nih.gov/pubmed/30127800
http://dx.doi.org/10.3389/fgene.2018.00267
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author Zhou, Xueya
Cheung, Ching-Lung
Karasugi, Tatsuki
Karppinen, Jaro
Samartzis, Dino
Hsu, Yi-Hsiang
Mak, Timothy Shin-Heng
Song, You-Qiang
Chiba, Kazuhiro
Kawaguchi, Yoshiharu
Li, Yan
Chan, Danny
Cheung, Kenneth Man-Chee
Ikegawa, Shiro
Cheah, Kathryn Song-Eng
Sham, Pak Chung
author_facet Zhou, Xueya
Cheung, Ching-Lung
Karasugi, Tatsuki
Karppinen, Jaro
Samartzis, Dino
Hsu, Yi-Hsiang
Mak, Timothy Shin-Heng
Song, You-Qiang
Chiba, Kazuhiro
Kawaguchi, Yoshiharu
Li, Yan
Chan, Danny
Cheung, Kenneth Man-Chee
Ikegawa, Shiro
Cheah, Kathryn Song-Eng
Sham, Pak Chung
author_sort Zhou, Xueya
collection PubMed
description Lumbar disc degeneration (LDD) is age-related break-down in the fibrocartilaginous joints between lumbar vertebrae. It is a major cause of low back pain and is conventionally assessed by magnetic resonance imaging (MRI). Like most other complex traits, LDD is likely polygenic and influenced by both genetic and environmental factors. However, genome-wide association studies (GWASs) of LDD have uncovered few susceptibility loci due to the limited sample size. Previous epidemiology studies of LDD also reported multiple heritable risk factors, including height, body mass index (BMI), bone mineral density (BMD), lipid levels, etc. Genetics can help elucidate causality between traits and suggest loci with pleiotropic effects. One such approach is polygenic score (PGS) which summarizes the effect of multiple variants by the summation of alleles weighted by estimated effects from GWAS. To investigate genetic overlaps of LDD and related heritable risk factors, we calculated the PGS of height, BMI, BMD and lipid levels in a Chinese population-based cohort with spine MRI examination and a Japanese case-control cohort of lumbar disc herniation (LDH) requiring surgery. Because most large-scale GWASs were done in European populations, PGS of corresponding traits were created using weights from European GWASs. We calibrated their prediction performance in independent Chinese samples, then tested associations with MRI-derived LDD scores and LDH affection status. The PGS of height, BMI, BMD and lipid levels were strongly associated with respective phenotypes in Chinese, but phenotype variances explained were lower than in Europeans which would reduce the power to detect genetic overlaps. Despite of this, the PGS of BMI and lumbar spine BMD were significantly associated with LDD scores; and the PGS of height was associated with the increased the liability of LDH. Furthermore, linkage disequilibrium score regression suggested that, osteoarthritis, another degenerative disorder that shares common features with LDD, also showed genetic correlations with height, BMI and BMD. The findings suggest a common key contribution of biomechanical stress to the pathogenesis of LDD and will direct the future search for pleiotropic genes.
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spelling pubmed-60881832018-08-20 Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density Zhou, Xueya Cheung, Ching-Lung Karasugi, Tatsuki Karppinen, Jaro Samartzis, Dino Hsu, Yi-Hsiang Mak, Timothy Shin-Heng Song, You-Qiang Chiba, Kazuhiro Kawaguchi, Yoshiharu Li, Yan Chan, Danny Cheung, Kenneth Man-Chee Ikegawa, Shiro Cheah, Kathryn Song-Eng Sham, Pak Chung Front Genet Genetics Lumbar disc degeneration (LDD) is age-related break-down in the fibrocartilaginous joints between lumbar vertebrae. It is a major cause of low back pain and is conventionally assessed by magnetic resonance imaging (MRI). Like most other complex traits, LDD is likely polygenic and influenced by both genetic and environmental factors. However, genome-wide association studies (GWASs) of LDD have uncovered few susceptibility loci due to the limited sample size. Previous epidemiology studies of LDD also reported multiple heritable risk factors, including height, body mass index (BMI), bone mineral density (BMD), lipid levels, etc. Genetics can help elucidate causality between traits and suggest loci with pleiotropic effects. One such approach is polygenic score (PGS) which summarizes the effect of multiple variants by the summation of alleles weighted by estimated effects from GWAS. To investigate genetic overlaps of LDD and related heritable risk factors, we calculated the PGS of height, BMI, BMD and lipid levels in a Chinese population-based cohort with spine MRI examination and a Japanese case-control cohort of lumbar disc herniation (LDH) requiring surgery. Because most large-scale GWASs were done in European populations, PGS of corresponding traits were created using weights from European GWASs. We calibrated their prediction performance in independent Chinese samples, then tested associations with MRI-derived LDD scores and LDH affection status. The PGS of height, BMI, BMD and lipid levels were strongly associated with respective phenotypes in Chinese, but phenotype variances explained were lower than in Europeans which would reduce the power to detect genetic overlaps. Despite of this, the PGS of BMI and lumbar spine BMD were significantly associated with LDD scores; and the PGS of height was associated with the increased the liability of LDH. Furthermore, linkage disequilibrium score regression suggested that, osteoarthritis, another degenerative disorder that shares common features with LDD, also showed genetic correlations with height, BMI and BMD. The findings suggest a common key contribution of biomechanical stress to the pathogenesis of LDD and will direct the future search for pleiotropic genes. Frontiers Media S.A. 2018-08-03 /pmc/articles/PMC6088183/ /pubmed/30127800 http://dx.doi.org/10.3389/fgene.2018.00267 Text en Copyright © 2018 Zhou, Cheung, Karasugi, Karppinen, Samartzis, Hsu, Mak, Song, Chiba, Kawaguchi, Li, Chan, Cheung, Ikegawa, Cheah and Sham. http://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
Zhou, Xueya
Cheung, Ching-Lung
Karasugi, Tatsuki
Karppinen, Jaro
Samartzis, Dino
Hsu, Yi-Hsiang
Mak, Timothy Shin-Heng
Song, You-Qiang
Chiba, Kazuhiro
Kawaguchi, Yoshiharu
Li, Yan
Chan, Danny
Cheung, Kenneth Man-Chee
Ikegawa, Shiro
Cheah, Kathryn Song-Eng
Sham, Pak Chung
Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density
title Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density
title_full Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density
title_fullStr Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density
title_full_unstemmed Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density
title_short Trans-Ethnic Polygenic Analysis Supports Genetic Overlaps of Lumbar Disc Degeneration With Height, Body Mass Index, and Bone Mineral Density
title_sort trans-ethnic polygenic analysis supports genetic overlaps of lumbar disc degeneration with height, body mass index, and bone mineral density
topic Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6088183/
https://www.ncbi.nlm.nih.gov/pubmed/30127800
http://dx.doi.org/10.3389/fgene.2018.00267
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