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An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker
Chronic widespread musculoskeletal pain (CWP) is common, having a population prevalence of 10%. This study aimed to define the biological basis of the CWP/body mass association by using a systems biology approach. Adult female twins (n = 2444) from the TwinsUK registry who had extensive clinical, an...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Wolters Kluwer
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4770329/ https://www.ncbi.nlm.nih.gov/pubmed/25915148 http://dx.doi.org/10.1097/j.pain.0000000000000200 |
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author | Livshits, Gregory Macgregor, Alexander J. Gieger, Christian Malkin, Ida Moayyeri, Alireza Grallert, Harald Emeny, Rebecca T. Spector, Tim Kastenmüller, Gabi Williams, Frances M.K. |
author_facet | Livshits, Gregory Macgregor, Alexander J. Gieger, Christian Malkin, Ida Moayyeri, Alireza Grallert, Harald Emeny, Rebecca T. Spector, Tim Kastenmüller, Gabi Williams, Frances M.K. |
author_sort | Livshits, Gregory |
collection | PubMed |
description | Chronic widespread musculoskeletal pain (CWP) is common, having a population prevalence of 10%. This study aimed to define the biological basis of the CWP/body mass association by using a systems biology approach. Adult female twins (n = 2444) from the TwinsUK registry who had extensive clinical, anthropometric, and “omic” data were included. Nontargeted metabolomics screening including 324 metabolites was carried out for CWP and body composition using dual-energy X-ray absorptiometry. The biological basis of these associations was explored through a genome-wide association study and replicated in an independent population sample (Cooperative Health Research in the Region of Augsburg [KORA] study, n = 2483). A causal role for the genetic variants identified was sought in CWP using a Mendelian randomisation study design. Fat mass/height(2) was the body composition variable most strongly associated with CWP (TwinsUK: P = 2.4 × 10(−15) and KORA: P = 1.59 × 10(−10)). Of 324 metabolites examined, epiandrosterone sulfate (EAS) was highly associated with both CWP (P = 1.05 × 10(−09) in TwinsUK and P = 3.70 × 10(−06) in KORA) and fat mass/height(2). Genome-wide association study of EAS identified imputed single nucleotide polymorphism rs1581492 at 7q22.1 to be strikingly associated with EAS levels (P ≤ 2.49 × 10(−78)), and this result was replicated in KORA (P = 2.12 × 10(−9)). Mendelian randomization by rs1581492 genotype showed that EAS is unlikely to be causally related to CWP. Using an agnostic omics approach to focus on the association of CWP with body mass index, we have confirmed a steroid hormone association and identified a genetic variant upstream of the CYP genes, which likely controls this response. This study suggests that steroid hormone abnormalities result from pain rather than causing it, and EAS may provide a biomarker that identifies subgroups at risk of CWP. |
format | Online Article Text |
id | pubmed-4770329 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | Wolters Kluwer |
record_format | MEDLINE/PubMed |
spelling | pubmed-47703292016-03-19 An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker Livshits, Gregory Macgregor, Alexander J. Gieger, Christian Malkin, Ida Moayyeri, Alireza Grallert, Harald Emeny, Rebecca T. Spector, Tim Kastenmüller, Gabi Williams, Frances M.K. Pain Research Paper Chronic widespread musculoskeletal pain (CWP) is common, having a population prevalence of 10%. This study aimed to define the biological basis of the CWP/body mass association by using a systems biology approach. Adult female twins (n = 2444) from the TwinsUK registry who had extensive clinical, anthropometric, and “omic” data were included. Nontargeted metabolomics screening including 324 metabolites was carried out for CWP and body composition using dual-energy X-ray absorptiometry. The biological basis of these associations was explored through a genome-wide association study and replicated in an independent population sample (Cooperative Health Research in the Region of Augsburg [KORA] study, n = 2483). A causal role for the genetic variants identified was sought in CWP using a Mendelian randomisation study design. Fat mass/height(2) was the body composition variable most strongly associated with CWP (TwinsUK: P = 2.4 × 10(−15) and KORA: P = 1.59 × 10(−10)). Of 324 metabolites examined, epiandrosterone sulfate (EAS) was highly associated with both CWP (P = 1.05 × 10(−09) in TwinsUK and P = 3.70 × 10(−06) in KORA) and fat mass/height(2). Genome-wide association study of EAS identified imputed single nucleotide polymorphism rs1581492 at 7q22.1 to be strikingly associated with EAS levels (P ≤ 2.49 × 10(−78)), and this result was replicated in KORA (P = 2.12 × 10(−9)). Mendelian randomization by rs1581492 genotype showed that EAS is unlikely to be causally related to CWP. Using an agnostic omics approach to focus on the association of CWP with body mass index, we have confirmed a steroid hormone association and identified a genetic variant upstream of the CYP genes, which likely controls this response. This study suggests that steroid hormone abnormalities result from pain rather than causing it, and EAS may provide a biomarker that identifies subgroups at risk of CWP. Wolters Kluwer 2015-04-22 2015-10 /pmc/articles/PMC4770329/ /pubmed/25915148 http://dx.doi.org/10.1097/j.pain.0000000000000200 Text en © 2015 International Association for the Study of Pain This is an open access article distributed under the terms of the Creative Commons Attribution License 4.0 (CC BY), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Paper Livshits, Gregory Macgregor, Alexander J. Gieger, Christian Malkin, Ida Moayyeri, Alireza Grallert, Harald Emeny, Rebecca T. Spector, Tim Kastenmüller, Gabi Williams, Frances M.K. An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
title | An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
title_full | An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
title_fullStr | An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
title_full_unstemmed | An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
title_short | An omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
title_sort | omics investigation into chronic widespread musculoskeletal pain reveals epiandrosterone sulfate as a potential biomarker |
topic | Research Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4770329/ https://www.ncbi.nlm.nih.gov/pubmed/25915148 http://dx.doi.org/10.1097/j.pain.0000000000000200 |
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