Causal associations of obesity related anthropometric indicators and body compositions with knee and hip arthritis: A large-scale genetic correlation study
Epidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis (OA). However, the results have remained inconsistent. This work aimed to investigate the genetic correlation and causal associations of obe...
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Published in | Frontiers in endocrinology (Lausanne) Vol. 13; p. 1011896 |
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Abstract | Epidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis (OA). However, the results have remained inconsistent. This work aimed to investigate the genetic correlation and causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA.
Single-nucleotide polymorphisms associated with the exposures were searched from the recent genome-wide association studies (GWAS) to obtain full statistics. Summary-level results of knee and hip OA were from the UK Biobank and arcOGEN. First, linkage disequilibrium score regression (LD score regression) was applied to detect the genetic correlation (rg). We further performed a series of sensitivity analyses as validation of primary mendelian randomization (MR) results and the specific evidence of potential causal effects was defined.
We found that genetic components in OA had significant correlation with obesity related traits, except waist-to-hip ratio. In the univariable MR analysis, with the exception of waist-to-hip ratio, obesity related anthropometric indicators were causally associated with increased risks of knee and hip OA. For obesity related body compositions, higher fat-free mass in arm, leg, and whole body increased the risk of knee OA but only fat-free mass in leg showed a significant association with hip OA. Meanwhile trunk fat mass and trunk fat percentage, were associated with knee but not with hip OA. Higher fat mass, and fat percentage in arm, leg, and whole body increased the risk of both knee and hip OA. After adjusting for BMI, the multivariable MR showed maintained results in knee OA. However, in hip OA, only fat mass and fat-free mass in arm, leg, trunk and whole body were significantly associated with the risk of hip OA.
The present study suggests genetic evidence for certain causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA, which may provide important insights for the prevention and treatment on OA. |
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AbstractList | Epidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis (OA). However, the results have remained inconsistent. This work aimed to investigate the genetic correlation and causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA.BackgroundsEpidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis (OA). However, the results have remained inconsistent. This work aimed to investigate the genetic correlation and causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA.Single-nucleotide polymorphisms associated with the exposures were searched from the recent genome-wide association studies (GWAS) to obtain full statistics. Summary-level results of knee and hip OA were from the UK Biobank and arcOGEN. First, linkage disequilibrium score regression (LD score regression) was applied to detect the genetic correlation (rg). We further performed a series of sensitivity analyses as validation of primary mendelian randomization (MR) results and the specific evidence of potential causal effects was defined.MethodsSingle-nucleotide polymorphisms associated with the exposures were searched from the recent genome-wide association studies (GWAS) to obtain full statistics. Summary-level results of knee and hip OA were from the UK Biobank and arcOGEN. First, linkage disequilibrium score regression (LD score regression) was applied to detect the genetic correlation (rg). We further performed a series of sensitivity analyses as validation of primary mendelian randomization (MR) results and the specific evidence of potential causal effects was defined.We found that genetic components in OA had significant correlation with obesity related traits, except waist-to-hip ratio. In the univariable MR analysis, with the exception of waist-to-hip ratio, obesity related anthropometric indicators were causally associated with increased risks of knee and hip OA. For obesity related body compositions, higher fat-free mass in arm, leg, and whole body increased the risk of knee OA but only fat-free mass in leg showed a significant association with hip OA. Meanwhile trunk fat mass and trunk fat percentage, were associated with knee but not with hip OA. Higher fat mass, and fat percentage in arm, leg, and whole body increased the risk of both knee and hip OA. After adjusting for BMI, the multivariable MR showed maintained results in knee OA. However, in hip OA, only fat mass and fat-free mass in arm, leg, trunk and whole body were significantly associated with the risk of hip OA.ResultsWe found that genetic components in OA had significant correlation with obesity related traits, except waist-to-hip ratio. In the univariable MR analysis, with the exception of waist-to-hip ratio, obesity related anthropometric indicators were causally associated with increased risks of knee and hip OA. For obesity related body compositions, higher fat-free mass in arm, leg, and whole body increased the risk of knee OA but only fat-free mass in leg showed a significant association with hip OA. Meanwhile trunk fat mass and trunk fat percentage, were associated with knee but not with hip OA. Higher fat mass, and fat percentage in arm, leg, and whole body increased the risk of both knee and hip OA. After adjusting for BMI, the multivariable MR showed maintained results in knee OA. However, in hip OA, only fat mass and fat-free mass in arm, leg, trunk and whole body were significantly associated with the risk of hip OA.The present study suggests genetic evidence for certain causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA, which may provide important insights for the prevention and treatment on OA.ConclusionThe present study suggests genetic evidence for certain causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA, which may provide important insights for the prevention and treatment on OA. BackgroundsEpidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis (OA). However, the results have remained inconsistent. This work aimed to investigate the genetic correlation and causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA.MethodsSingle-nucleotide polymorphisms associated with the exposures were searched from the recent genome-wide association studies (GWAS) to obtain full statistics. Summary-level results of knee and hip OA were from the UK Biobank and arcOGEN. First, linkage disequilibrium score regression (LD score regression) was applied to detect the genetic correlation (rg). We further performed a series of sensitivity analyses as validation of primary mendelian randomization (MR) results and the specific evidence of potential causal effects was defined.ResultsWe found that genetic components in OA had significant correlation with obesity related traits, except waist-to-hip ratio. In the univariable MR analysis, with the exception of waist-to-hip ratio, obesity related anthropometric indicators were causally associated with increased risks of knee and hip OA. For obesity related body compositions, higher fat-free mass in arm, leg, and whole body increased the risk of knee OA but only fat-free mass in leg showed a significant association with hip OA. Meanwhile trunk fat mass and trunk fat percentage, were associated with knee but not with hip OA. Higher fat mass, and fat percentage in arm, leg, and whole body increased the risk of both knee and hip OA. After adjusting for BMI, the multivariable MR showed maintained results in knee OA. However, in hip OA, only fat mass and fat-free mass in arm, leg, trunk and whole body were significantly associated with the risk of hip OA.ConclusionThe present study suggests genetic evidence for certain causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA, which may provide important insights for the prevention and treatment on OA. Epidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis (OA). However, the results have remained inconsistent. This work aimed to investigate the genetic correlation and causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA. Single-nucleotide polymorphisms associated with the exposures were searched from the recent genome-wide association studies (GWAS) to obtain full statistics. Summary-level results of knee and hip OA were from the UK Biobank and arcOGEN. First, linkage disequilibrium score regression (LD score regression) was applied to detect the genetic correlation (rg). We further performed a series of sensitivity analyses as validation of primary mendelian randomization (MR) results and the specific evidence of potential causal effects was defined. We found that genetic components in OA had significant correlation with obesity related traits, except waist-to-hip ratio. In the univariable MR analysis, with the exception of waist-to-hip ratio, obesity related anthropometric indicators were causally associated with increased risks of knee and hip OA. For obesity related body compositions, higher fat-free mass in arm, leg, and whole body increased the risk of knee OA but only fat-free mass in leg showed a significant association with hip OA. Meanwhile trunk fat mass and trunk fat percentage, were associated with knee but not with hip OA. Higher fat mass, and fat percentage in arm, leg, and whole body increased the risk of both knee and hip OA. After adjusting for BMI, the multivariable MR showed maintained results in knee OA. However, in hip OA, only fat mass and fat-free mass in arm, leg, trunk and whole body were significantly associated with the risk of hip OA. The present study suggests genetic evidence for certain causal associations of obesity related anthropometric indicators and body compositions with knee and hip OA, which may provide important insights for the prevention and treatment on OA. |
Author | Ruan, Zhe Wang, Chao Long, Haitao Liu, Zhi Zhao, Shushan Zhu, Yong |
AuthorAffiliation | 1 Department of Orthopaedics, Xiangya Hospital, Central South University , Changsha , China 2 National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University , Changsha , China |
AuthorAffiliation_xml | – name: 1 Department of Orthopaedics, Xiangya Hospital, Central South University , Changsha , China – name: 2 National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University , Changsha , China |
Author_xml | – sequence: 1 givenname: Chao surname: Wang fullname: Wang, Chao – sequence: 2 givenname: Yong surname: Zhu fullname: Zhu, Yong – sequence: 3 givenname: Zhi surname: Liu fullname: Liu, Zhi – sequence: 4 givenname: Haitao surname: Long fullname: Long, Haitao – sequence: 5 givenname: Zhe surname: Ruan fullname: Ruan, Zhe – sequence: 6 givenname: Shushan surname: Zhao fullname: Zhao, Shushan |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/36246900$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.12688/wellcomeopenres.15555.1 10.1302/0301-620X.94B4.27648 10.1002/art.21139 10.1038/ng.2606 10.1136/annrheumdis-2016-210888 10.1371/journal.pgen.1003500 10.1093/aje/kwu283 10.1038/s41588-018-0079-y 10.1038/ng.3211 10.1016/j.joca.2018.03.004 10.1016/j.rehab.2016.04.002 10.1097/MCO.0000000000000283 10.1016/S0140-6736(19)30417-9 10.1093/ije/dyw220 10.1002/jbmr.4296 10.1038/nature14132 10.1101/2021.03.26.437168 10.1002/art.40928 10.1038/sj.ijo.0802955 10.1093/hmg/ddx302 10.3390/cancers13205053 10.1002/acr.22550 10.1093/ije/dyab084 10.1007/s00264-021-04938-1 10.1038/s41467-018-08000-4 10.1016/j.semarthrit.2016.08.004 10.1038/ijo.2008.102 10.1002/art.40692 10.1097/BOR.0000000000000479 10.1016/0021-9290(77)90074-4 10.1016/j.cell.2021.07.038 10.1302/2046-3758.112.BJR-2021-0270.R1 10.1093/rheumatology/keq255 10.1038/oby.2007.30 10.1111/jgs.12321 10.1016/j.joca.2010.08.016 10.1136/jech-2011-200834 10.1002/art.24598 10.1016/j.jbspin.2010.04.011 10.1002/gepi.21998 10.1016/j.coph.2017.05.005 10.1038/oby.2006.145 10.1186/1471-2474-9-132 10.1534/genetics.117.300191 10.1002/art.39707 10.1038/s41588-018-0327-1 10.1016/j.maturitas.2016.04.006 10.1093/aje/kwj062 10.1136/bmj.k601 10.1016/j.joca.2016.07.004 10.3109/17453677208991251 10.1136/ard.2006.053538 10.1016/j.joca.2015.10.011 |
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Keywords | knee arthritis anthropometric measurement body compositions causal association Mendelian randomization genetic correlation hip arthritis obesity |
Language | English |
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Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 Reviewed by: Xiaoguang Xu, The University of Manchester, United Kingdom; Carolina Muniz Carvalho, Universidade Federal de São Paulo, Brazil This article was submitted to Bone Research, a section of the journal Frontiers in Endocrinology These authors have contributed equally to this work Edited by: Ting Zheng, Hospital for Special Surgery, United States |
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Snippet | Epidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and osteoarthritis... BackgroundsEpidemiological studies have repeatedly investigated the association between obesity related anthropometric indicators and body compositions and... |
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SubjectTerms | anthropometric measurement Body Composition - genetics body compositions Body Mass Index Correlation of Data Endocrinology genetic correlation Genome-Wide Association Study hip arthritis Humans knee arthritis obesity Obesity - complications Obesity - epidemiology Obesity - genetics Osteoarthritis, Hip - etiology Osteoarthritis, Hip - genetics Osteoarthritis, Knee - etiology Osteoarthritis, Knee - genetics |
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Title | Causal associations of obesity related anthropometric indicators and body compositions with knee and hip arthritis: A large-scale genetic correlation study |
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