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Causal associations of waist circumference and waist-to-hip ratio with type II diabetes mellitus: new evidence from Mendelian randomization
Type II diabetes mellitus (T2DM) is a metabolic disease with high incidence, which has seriously affected human life and health. The associations among waist circumference (WC), waist-to-hip ratio (WHR), and T2DM were discovered in observational studies. However, the causality of these associations...
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Published in: | Molecular genetics and genomics : MGG 2021-05, Vol.296 (3), p.605-613 |
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creator | Li, Kexin Feng, Tianyu Wang, Lijuan Chen, Yang Zheng, Pingping Pan, Pan Wang, Min Binnay, Isaac T. S. Wang, Yingshuang Chai, Ruiyu Liu, Siyu Li, Bo Yao, Yan |
description | Type II diabetes mellitus (T2DM) is a metabolic disease with high incidence, which has seriously affected human life and health. The associations among waist circumference (WC), waist-to-hip ratio (WHR), and T2DM were discovered in observational studies. However, the causality of these associations still remains unknown. The present study aims to apply two-sample Mendelian randomization (TSMR) using genetic variants as instrumental variables (IVs) to evaluate the causality among WC, WHR, and T2DM. The participants were from three independent studies in genome-wide association studies (GWAS) datasets, which included 127,997 Europeans for WC, 73,137 Europeans for WHR and 659,316 Europeans for T2DM. Furthermore, 16 were associated WC SNPs and eight were associated WHR SNPs as instrument variables were selected for TSMR using
P
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doi_str_mv | 10.1007/s00438-020-01752-z |
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P
< 5 × 10
–8
standard. The pooled odd ratios (ORs) for the assessment of higher WC and WHR on the risk of T2DM for these SNPs were calculated using inverse variance weighted (IVW) method, and validated through extensively complementary analyses. The OR for T2DM per SD (cm) higher WC was 2.623 (95% CI 2.286–3.010,
P
= 5.000E−43), and the OR for T2DM per SD (cm) higher WHR was 1.751 (95% CI 1.122–2.733,
P
= 0.014). Consistent results for other methods were obtained. Furthermore, the range of OR fluctuation between WC and T2DM was from 2.623 to 2.986, while that between WHR and T2DM was from 0.990 to 2.931. Overall, these present results provide genetic support that suggests that the use of TSMR, and higher WC and WHR increased the T2DM risk among the European population.</description><identifier>ISSN: 1617-4615</identifier><identifier>EISSN: 1617-4623</identifier><identifier>DOI: 10.1007/s00438-020-01752-z</identifier><identifier>PMID: 33629185</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Animal Genetics and Genomics ; Biochemistry ; Biomedical and Life Sciences ; Diabetes ; Diabetes mellitus ; Genetic diversity ; Genome-wide association studies ; Genomes ; Hip ; Human Genetics ; Life Sciences ; Metabolic disorders ; Microbial Genetics and Genomics ; Original Article ; Plant Genetics and Genomics ; Single-nucleotide polymorphism</subject><ispartof>Molecular genetics and genomics : MGG, 2021-05, Vol.296 (3), p.605-613</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature 2021</rights><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH, DE part of Springer Nature 2021.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c375t-2980c56301b85f6e52acc8137eec0c46cea9a97a2625771260d26d7a09cf103b3</citedby><cites>FETCH-LOGICAL-c375t-2980c56301b85f6e52acc8137eec0c46cea9a97a2625771260d26d7a09cf103b3</cites><orcidid>0000-0002-1823-3684</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33629185$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Kexin</creatorcontrib><creatorcontrib>Feng, Tianyu</creatorcontrib><creatorcontrib>Wang, Lijuan</creatorcontrib><creatorcontrib>Chen, Yang</creatorcontrib><creatorcontrib>Zheng, Pingping</creatorcontrib><creatorcontrib>Pan, Pan</creatorcontrib><creatorcontrib>Wang, Min</creatorcontrib><creatorcontrib>Binnay, Isaac T. S.</creatorcontrib><creatorcontrib>Wang, Yingshuang</creatorcontrib><creatorcontrib>Chai, Ruiyu</creatorcontrib><creatorcontrib>Liu, Siyu</creatorcontrib><creatorcontrib>Li, Bo</creatorcontrib><creatorcontrib>Yao, Yan</creatorcontrib><title>Causal associations of waist circumference and waist-to-hip ratio with type II diabetes mellitus: new evidence from Mendelian randomization</title><title>Molecular genetics and genomics : MGG</title><addtitle>Mol Genet Genomics</addtitle><addtitle>Mol Genet Genomics</addtitle><description>Type II diabetes mellitus (T2DM) is a metabolic disease with high incidence, which has seriously affected human life and health. The associations among waist circumference (WC), waist-to-hip ratio (WHR), and T2DM were discovered in observational studies. However, the causality of these associations still remains unknown. The present study aims to apply two-sample Mendelian randomization (TSMR) using genetic variants as instrumental variables (IVs) to evaluate the causality among WC, WHR, and T2DM. The participants were from three independent studies in genome-wide association studies (GWAS) datasets, which included 127,997 Europeans for WC, 73,137 Europeans for WHR and 659,316 Europeans for T2DM. Furthermore, 16 were associated WC SNPs and eight were associated WHR SNPs as instrument variables were selected for TSMR using
P
< 5 × 10
–8
standard. The pooled odd ratios (ORs) for the assessment of higher WC and WHR on the risk of T2DM for these SNPs were calculated using inverse variance weighted (IVW) method, and validated through extensively complementary analyses. The OR for T2DM per SD (cm) higher WC was 2.623 (95% CI 2.286–3.010,
P
= 5.000E−43), and the OR for T2DM per SD (cm) higher WHR was 1.751 (95% CI 1.122–2.733,
P
= 0.014). Consistent results for other methods were obtained. Furthermore, the range of OR fluctuation between WC and T2DM was from 2.623 to 2.986, while that between WHR and T2DM was from 0.990 to 2.931. Overall, these present results provide genetic support that suggests that the use of TSMR, and higher WC and WHR increased the T2DM risk among the European population.</description><subject>Animal Genetics and Genomics</subject><subject>Biochemistry</subject><subject>Biomedical and Life Sciences</subject><subject>Diabetes</subject><subject>Diabetes mellitus</subject><subject>Genetic diversity</subject><subject>Genome-wide association studies</subject><subject>Genomes</subject><subject>Hip</subject><subject>Human Genetics</subject><subject>Life Sciences</subject><subject>Metabolic disorders</subject><subject>Microbial Genetics and Genomics</subject><subject>Original Article</subject><subject>Plant Genetics and Genomics</subject><subject>Single-nucleotide polymorphism</subject><issn>1617-4615</issn><issn>1617-4623</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNp9kU1v1DAQhi0Eol_8AQ7IEhcuBn_EdtIbWkG7UhEXera8zoS6Suyt7bDq_gX-NO6mLRIHTmONn3lnpAeht4x-ZJTqT5nSRrSEckoo05KT_Qt0zBTTpFFcvHx-M3mETnK-pZVSXL9GR0Io3rFWHqPfKztnO2Kbc3TeFh9DxnHAO-tzwc4nN08DJAgOsA390iclkhu_xemBxztfbnC53wJer3Hv7QYKZDzBOPoy53McYIfhl-8PGUOKE_4GoYfR21ATQh8nvz8sPkOvBjtmePNYT9H11y8_Vpfk6vvFevX5ijihZSG8a6mTSlC2aeWgQHLrXMuEBnDUNcqB7WynLVdcas24oj1Xvba0cwOjYiNO0Ycld5vi3Qy5mMlnV--1AeKcDW860TRdy0VF3_-D3sY5hXqd4VKwhrO205XiC-VSzDnBYLbJTzbdG0bNgyqzqDJVlTmoMvs69O4xet5M0D-PPLmpgFiAXL_CT0h_d_8n9g9sf6Dn</recordid><startdate>20210501</startdate><enddate>20210501</enddate><creator>Li, Kexin</creator><creator>Feng, Tianyu</creator><creator>Wang, Lijuan</creator><creator>Chen, Yang</creator><creator>Zheng, Pingping</creator><creator>Pan, Pan</creator><creator>Wang, Min</creator><creator>Binnay, Isaac T. S.</creator><creator>Wang, Yingshuang</creator><creator>Chai, Ruiyu</creator><creator>Liu, Siyu</creator><creator>Li, Bo</creator><creator>Yao, Yan</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SS</scope><scope>7TK</scope><scope>7TM</scope><scope>7X7</scope><scope>7XB</scope><scope>88A</scope><scope>88E</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>P64</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-1823-3684</orcidid></search><sort><creationdate>20210501</creationdate><title>Causal associations of waist circumference and waist-to-hip ratio with type II diabetes mellitus: new evidence from Mendelian randomization</title><author>Li, Kexin ; Feng, Tianyu ; Wang, Lijuan ; Chen, Yang ; Zheng, Pingping ; Pan, Pan ; Wang, Min ; Binnay, Isaac T. S. ; Wang, Yingshuang ; Chai, Ruiyu ; Liu, Siyu ; Li, Bo ; Yao, Yan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c375t-2980c56301b85f6e52acc8137eec0c46cea9a97a2625771260d26d7a09cf103b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Animal Genetics and Genomics</topic><topic>Biochemistry</topic><topic>Biomedical and Life Sciences</topic><topic>Diabetes</topic><topic>Diabetes mellitus</topic><topic>Genetic diversity</topic><topic>Genome-wide association studies</topic><topic>Genomes</topic><topic>Hip</topic><topic>Human Genetics</topic><topic>Life Sciences</topic><topic>Metabolic disorders</topic><topic>Microbial Genetics and Genomics</topic><topic>Original Article</topic><topic>Plant Genetics and Genomics</topic><topic>Single-nucleotide polymorphism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Li, Kexin</creatorcontrib><creatorcontrib>Feng, Tianyu</creatorcontrib><creatorcontrib>Wang, Lijuan</creatorcontrib><creatorcontrib>Chen, Yang</creatorcontrib><creatorcontrib>Zheng, Pingping</creatorcontrib><creatorcontrib>Pan, Pan</creatorcontrib><creatorcontrib>Wang, Min</creatorcontrib><creatorcontrib>Binnay, Isaac T. S.</creatorcontrib><creatorcontrib>Wang, Yingshuang</creatorcontrib><creatorcontrib>Chai, Ruiyu</creatorcontrib><creatorcontrib>Liu, Siyu</creatorcontrib><creatorcontrib>Li, Bo</creatorcontrib><creatorcontrib>Yao, Yan</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>ProQuest Biological Science Journals</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Molecular genetics and genomics : MGG</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Li, Kexin</au><au>Feng, Tianyu</au><au>Wang, Lijuan</au><au>Chen, Yang</au><au>Zheng, Pingping</au><au>Pan, Pan</au><au>Wang, Min</au><au>Binnay, Isaac T. S.</au><au>Wang, Yingshuang</au><au>Chai, Ruiyu</au><au>Liu, Siyu</au><au>Li, Bo</au><au>Yao, Yan</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Causal associations of waist circumference and waist-to-hip ratio with type II diabetes mellitus: new evidence from Mendelian randomization</atitle><jtitle>Molecular genetics and genomics : MGG</jtitle><stitle>Mol Genet Genomics</stitle><addtitle>Mol Genet Genomics</addtitle><date>2021-05-01</date><risdate>2021</risdate><volume>296</volume><issue>3</issue><spage>605</spage><epage>613</epage><pages>605-613</pages><issn>1617-4615</issn><eissn>1617-4623</eissn><abstract>Type II diabetes mellitus (T2DM) is a metabolic disease with high incidence, which has seriously affected human life and health. The associations among waist circumference (WC), waist-to-hip ratio (WHR), and T2DM were discovered in observational studies. However, the causality of these associations still remains unknown. The present study aims to apply two-sample Mendelian randomization (TSMR) using genetic variants as instrumental variables (IVs) to evaluate the causality among WC, WHR, and T2DM. The participants were from three independent studies in genome-wide association studies (GWAS) datasets, which included 127,997 Europeans for WC, 73,137 Europeans for WHR and 659,316 Europeans for T2DM. Furthermore, 16 were associated WC SNPs and eight were associated WHR SNPs as instrument variables were selected for TSMR using
P
< 5 × 10
–8
standard. The pooled odd ratios (ORs) for the assessment of higher WC and WHR on the risk of T2DM for these SNPs were calculated using inverse variance weighted (IVW) method, and validated through extensively complementary analyses. The OR for T2DM per SD (cm) higher WC was 2.623 (95% CI 2.286–3.010,
P
= 5.000E−43), and the OR for T2DM per SD (cm) higher WHR was 1.751 (95% CI 1.122–2.733,
P
= 0.014). Consistent results for other methods were obtained. Furthermore, the range of OR fluctuation between WC and T2DM was from 2.623 to 2.986, while that between WHR and T2DM was from 0.990 to 2.931. Overall, these present results provide genetic support that suggests that the use of TSMR, and higher WC and WHR increased the T2DM risk among the European population.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><pmid>33629185</pmid><doi>10.1007/s00438-020-01752-z</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0002-1823-3684</orcidid></addata></record> |
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subjects | Animal Genetics and Genomics Biochemistry Biomedical and Life Sciences Diabetes Diabetes mellitus Genetic diversity Genome-wide association studies Genomes Hip Human Genetics Life Sciences Metabolic disorders Microbial Genetics and Genomics Original Article Plant Genetics and Genomics Single-nucleotide polymorphism |
title | Causal associations of waist circumference and waist-to-hip ratio with type II diabetes mellitus: new evidence from Mendelian randomization |
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