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A causal relationship between uric acid and diabetic macrovascular disease in Chinese type 2 diabetes patients: A Mendelian randomization analysis
Abstract Background As the association between uric acid and macrovascular disease has been heavily debated, we aimed to confirm whether there is a causal relationship between uric acid and diabetic macrovascular disease through Mendelian randomization analysis. Methods In 3207 type 2 diabetes patie...
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Published in: | International journal of cardiology 2016-07, Vol.214, p.194-199 |
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container_title | International journal of cardiology |
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description | Abstract Background As the association between uric acid and macrovascular disease has been heavily debated, we aimed to confirm whether there is a causal relationship between uric acid and diabetic macrovascular disease through Mendelian randomization analysis. Methods In 3207 type 2 diabetes patients, seventeen SNPs (single nucleotide polymorphisms) related to uric acid were genotyped. A weighted GRS (genetic risk score) was calculated using selected SNPs and the strength of their effects on uric acid levels. Diabetic macrovascular disease was diagnosed through vascular ultrasound, magnetic resonance imaging or other clinical evidence. Associations of diabetic macrovascular disease with uric acid and weighted GRS were evaluated separately. Results In total participants and among females, the prevalence of diabetic macrovascular disease was significantly higher in hyperuricemic group than in normouricemic group, and uric acid was associated with diabetic macrovascular disease (OR = 1.068, p = 0.0349; OR = 1.122, p = 0.0158). The prevalence of diabetic macrovascular disease increased with the weighted GRS in a J-shaped manner for the females. The weighted GRS was positively correlated with uric acid in total population, male patients and female patients (β = 0.203, p < 0.0001; β = 0.255, p < 0.0001; β = 0.142, p < 0.0001, respectively). The weighted GRS was significantly associated with diabetic macrovascular disease in female patients (OR = 1.184, p = 0.0039). Among females, the observed association between weighted GRS and diabetic macrovascular disease was greater than predicted. Conclusions Using the uric acid-related weighted GRS as an instrumental variable for Mendelian randomization analysis, our study provided an evidence for causal relationship between uric acid and diabetic macrovascular disease in Chinese females with type 2 diabetes mellitus. |
doi_str_mv | 10.1016/j.ijcard.2016.03.206 |
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Methods In 3207 type 2 diabetes patients, seventeen SNPs (single nucleotide polymorphisms) related to uric acid were genotyped. A weighted GRS (genetic risk score) was calculated using selected SNPs and the strength of their effects on uric acid levels. Diabetic macrovascular disease was diagnosed through vascular ultrasound, magnetic resonance imaging or other clinical evidence. Associations of diabetic macrovascular disease with uric acid and weighted GRS were evaluated separately. Results In total participants and among females, the prevalence of diabetic macrovascular disease was significantly higher in hyperuricemic group than in normouricemic group, and uric acid was associated with diabetic macrovascular disease (OR = 1.068, p = 0.0349; OR = 1.122, p = 0.0158). The prevalence of diabetic macrovascular disease increased with the weighted GRS in a J-shaped manner for the females. The weighted GRS was positively correlated with uric acid in total population, male patients and female patients (β = 0.203, p < 0.0001; β = 0.255, p < 0.0001; β = 0.142, p < 0.0001, respectively). The weighted GRS was significantly associated with diabetic macrovascular disease in female patients (OR = 1.184, p = 0.0039). Among females, the observed association between weighted GRS and diabetic macrovascular disease was greater than predicted. Conclusions Using the uric acid-related weighted GRS as an instrumental variable for Mendelian randomization analysis, our study provided an evidence for causal relationship between uric acid and diabetic macrovascular disease in Chinese females with type 2 diabetes mellitus.</description><identifier>ISSN: 0167-5273</identifier><identifier>EISSN: 1874-1754</identifier><identifier>DOI: 10.1016/j.ijcard.2016.03.206</identifier><identifier>PMID: 27064641</identifier><language>eng</language><publisher>Netherlands: Elsevier Ireland Ltd</publisher><subject>Adult ; Aged ; Asian Continental Ancestry Group - genetics ; Cardiovascular ; Cross-Sectional Studies ; Diabetes Mellitus, Type 2 - blood ; Diabetes Mellitus, Type 2 - epidemiology ; Diabetes Mellitus, Type 2 - genetics ; Diabetic Angiopathies - blood ; Diabetic Angiopathies - epidemiology ; Diabetic Angiopathies - genetics ; Diabetic macrovascular disease ; Female ; Genetic risk score ; Humans ; Hyperuricemia - blood ; Hyperuricemia - epidemiology ; Male ; Mendelian randomization analysis ; Mendelian Randomization Analysis - methods ; Microvessels - metabolism ; Microvessels - pathology ; Middle Aged ; Polymorphism, Single Nucleotide - genetics ; Single nucleotide polymorphism ; Uric acid ; Uric Acid - blood</subject><ispartof>International journal of cardiology, 2016-07, Vol.214, p.194-199</ispartof><rights>2016 Elsevier Ireland Ltd</rights><rights>Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c562t-b0d59b68bb5ab4147280a202fbe754f36fd7bbb6729ad8bffeb2e8624f69c75e3</citedby><cites>FETCH-LOGICAL-c562t-b0d59b68bb5ab4147280a202fbe754f36fd7bbb6729ad8bffeb2e8624f69c75e3</cites></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/27064641$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yan, Dandan</creatorcontrib><creatorcontrib>Wang, Jie</creatorcontrib><creatorcontrib>Jiang, Feng</creatorcontrib><creatorcontrib>Zhang, Rong</creatorcontrib><creatorcontrib>Wang, Tao</creatorcontrib><creatorcontrib>Wang, Shiyun</creatorcontrib><creatorcontrib>Peng, Danfeng</creatorcontrib><creatorcontrib>He, Zhen</creatorcontrib><creatorcontrib>Chen, Haibing</creatorcontrib><creatorcontrib>Bao, Yuqian</creatorcontrib><creatorcontrib>Hu, Cheng</creatorcontrib><creatorcontrib>Jia, Weiping</creatorcontrib><title>A causal relationship between uric acid and diabetic macrovascular disease in Chinese type 2 diabetes patients: A Mendelian randomization analysis</title><title>International journal of cardiology</title><addtitle>Int J Cardiol</addtitle><description>Abstract Background As the association between uric acid and macrovascular disease has been heavily debated, we aimed to confirm whether there is a causal relationship between uric acid and diabetic macrovascular disease through Mendelian randomization analysis. Methods In 3207 type 2 diabetes patients, seventeen SNPs (single nucleotide polymorphisms) related to uric acid were genotyped. A weighted GRS (genetic risk score) was calculated using selected SNPs and the strength of their effects on uric acid levels. Diabetic macrovascular disease was diagnosed through vascular ultrasound, magnetic resonance imaging or other clinical evidence. Associations of diabetic macrovascular disease with uric acid and weighted GRS were evaluated separately. Results In total participants and among females, the prevalence of diabetic macrovascular disease was significantly higher in hyperuricemic group than in normouricemic group, and uric acid was associated with diabetic macrovascular disease (OR = 1.068, p = 0.0349; OR = 1.122, p = 0.0158). The prevalence of diabetic macrovascular disease increased with the weighted GRS in a J-shaped manner for the females. The weighted GRS was positively correlated with uric acid in total population, male patients and female patients (β = 0.203, p < 0.0001; β = 0.255, p < 0.0001; β = 0.142, p < 0.0001, respectively). The weighted GRS was significantly associated with diabetic macrovascular disease in female patients (OR = 1.184, p = 0.0039). Among females, the observed association between weighted GRS and diabetic macrovascular disease was greater than predicted. Conclusions Using the uric acid-related weighted GRS as an instrumental variable for Mendelian randomization analysis, our study provided an evidence for causal relationship between uric acid and diabetic macrovascular disease in Chinese females with type 2 diabetes mellitus.</description><subject>Adult</subject><subject>Aged</subject><subject>Asian Continental Ancestry Group - genetics</subject><subject>Cardiovascular</subject><subject>Cross-Sectional Studies</subject><subject>Diabetes Mellitus, Type 2 - blood</subject><subject>Diabetes Mellitus, Type 2 - epidemiology</subject><subject>Diabetes Mellitus, Type 2 - genetics</subject><subject>Diabetic Angiopathies - blood</subject><subject>Diabetic Angiopathies - epidemiology</subject><subject>Diabetic Angiopathies - genetics</subject><subject>Diabetic macrovascular disease</subject><subject>Female</subject><subject>Genetic risk score</subject><subject>Humans</subject><subject>Hyperuricemia - blood</subject><subject>Hyperuricemia - epidemiology</subject><subject>Male</subject><subject>Mendelian randomization analysis</subject><subject>Mendelian Randomization Analysis - methods</subject><subject>Microvessels - metabolism</subject><subject>Microvessels - pathology</subject><subject>Middle Aged</subject><subject>Polymorphism, Single Nucleotide - genetics</subject><subject>Single nucleotide polymorphism</subject><subject>Uric acid</subject><subject>Uric Acid - blood</subject><issn>0167-5273</issn><issn>1874-1754</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFUsuO1DAQjBCInV34A4R85JLBj8R2OCCNRsAiLeIAnC0_OloHxxnsZFfDZ_DFOMzAgcue2u6urlJ3dVW9IHhLMOGvh60frE5uS8tvi1mJ_FG1IVI0NRFt87jalIKoWyrYRXWZ84AxbrpOPq0uqMC84Q3ZVL92yOol64ASBD37KeZbf0AG5nuAiJbkLdLWO6SjQ87rUiiZUds03elsl6BTSWfQGZCPaH_rI5TnfDwAoucGyOhQqCHO-Q3aoU8QHQSvI0qFdBr9zz-6RUGHY_b5WfWk1yHD83O8qr69f_d1f13ffP7wcb-7qW3L6Vwb7NrOcGlMq01DGkEl1hTT3kCZvme8d8IYwwXttJOm78FQkJw2Pe-saIFdVa9OvIc0_Vggz2r02UIIOsK0ZEUkIbJjlOGHoUJKSlvBV2hzgpYN5ZygV4fkR52OimC1GqcGdTJOrcYpzErkpe3lWWExI7h_TX-dKoC3JwCUldx5SCrbslILziews3KTf0jhfwIbfPRWh-9whDxMSyoGlFlUpgqrL-vxrLdDOCvdhLHfqNfCrw</recordid><startdate>20160701</startdate><enddate>20160701</enddate><creator>Yan, Dandan</creator><creator>Wang, Jie</creator><creator>Jiang, Feng</creator><creator>Zhang, Rong</creator><creator>Wang, Tao</creator><creator>Wang, Shiyun</creator><creator>Peng, Danfeng</creator><creator>He, Zhen</creator><creator>Chen, Haibing</creator><creator>Bao, Yuqian</creator><creator>Hu, Cheng</creator><creator>Jia, Weiping</creator><general>Elsevier Ireland Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7TS</scope></search><sort><creationdate>20160701</creationdate><title>A causal relationship between uric acid and diabetic macrovascular disease in Chinese type 2 diabetes patients: A Mendelian randomization analysis</title><author>Yan, Dandan ; Wang, Jie ; Jiang, Feng ; Zhang, Rong ; Wang, Tao ; Wang, Shiyun ; Peng, Danfeng ; He, Zhen ; Chen, Haibing ; Bao, Yuqian ; Hu, Cheng ; Jia, Weiping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c562t-b0d59b68bb5ab4147280a202fbe754f36fd7bbb6729ad8bffeb2e8624f69c75e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Asian Continental Ancestry Group - genetics</topic><topic>Cardiovascular</topic><topic>Cross-Sectional Studies</topic><topic>Diabetes Mellitus, Type 2 - blood</topic><topic>Diabetes Mellitus, Type 2 - epidemiology</topic><topic>Diabetes Mellitus, Type 2 - genetics</topic><topic>Diabetic Angiopathies - blood</topic><topic>Diabetic Angiopathies - epidemiology</topic><topic>Diabetic Angiopathies - genetics</topic><topic>Diabetic macrovascular disease</topic><topic>Female</topic><topic>Genetic risk score</topic><topic>Humans</topic><topic>Hyperuricemia - blood</topic><topic>Hyperuricemia - epidemiology</topic><topic>Male</topic><topic>Mendelian randomization analysis</topic><topic>Mendelian Randomization Analysis - methods</topic><topic>Microvessels - metabolism</topic><topic>Microvessels - pathology</topic><topic>Middle Aged</topic><topic>Polymorphism, Single Nucleotide - genetics</topic><topic>Single nucleotide polymorphism</topic><topic>Uric acid</topic><topic>Uric Acid - blood</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yan, Dandan</creatorcontrib><creatorcontrib>Wang, Jie</creatorcontrib><creatorcontrib>Jiang, Feng</creatorcontrib><creatorcontrib>Zhang, Rong</creatorcontrib><creatorcontrib>Wang, Tao</creatorcontrib><creatorcontrib>Wang, Shiyun</creatorcontrib><creatorcontrib>Peng, Danfeng</creatorcontrib><creatorcontrib>He, Zhen</creatorcontrib><creatorcontrib>Chen, Haibing</creatorcontrib><creatorcontrib>Bao, Yuqian</creatorcontrib><creatorcontrib>Hu, Cheng</creatorcontrib><creatorcontrib>Jia, Weiping</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Physical Education Index</collection><jtitle>International journal of cardiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yan, Dandan</au><au>Wang, Jie</au><au>Jiang, Feng</au><au>Zhang, Rong</au><au>Wang, Tao</au><au>Wang, Shiyun</au><au>Peng, Danfeng</au><au>He, Zhen</au><au>Chen, Haibing</au><au>Bao, Yuqian</au><au>Hu, Cheng</au><au>Jia, Weiping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A causal relationship between uric acid and diabetic macrovascular disease in Chinese type 2 diabetes patients: A Mendelian randomization analysis</atitle><jtitle>International journal of cardiology</jtitle><addtitle>Int J Cardiol</addtitle><date>2016-07-01</date><risdate>2016</risdate><volume>214</volume><spage>194</spage><epage>199</epage><pages>194-199</pages><issn>0167-5273</issn><eissn>1874-1754</eissn><abstract>Abstract Background As the association between uric acid and macrovascular disease has been heavily debated, we aimed to confirm whether there is a causal relationship between uric acid and diabetic macrovascular disease through Mendelian randomization analysis. Methods In 3207 type 2 diabetes patients, seventeen SNPs (single nucleotide polymorphisms) related to uric acid were genotyped. A weighted GRS (genetic risk score) was calculated using selected SNPs and the strength of their effects on uric acid levels. Diabetic macrovascular disease was diagnosed through vascular ultrasound, magnetic resonance imaging or other clinical evidence. Associations of diabetic macrovascular disease with uric acid and weighted GRS were evaluated separately. Results In total participants and among females, the prevalence of diabetic macrovascular disease was significantly higher in hyperuricemic group than in normouricemic group, and uric acid was associated with diabetic macrovascular disease (OR = 1.068, p = 0.0349; OR = 1.122, p = 0.0158). The prevalence of diabetic macrovascular disease increased with the weighted GRS in a J-shaped manner for the females. The weighted GRS was positively correlated with uric acid in total population, male patients and female patients (β = 0.203, p < 0.0001; β = 0.255, p < 0.0001; β = 0.142, p < 0.0001, respectively). The weighted GRS was significantly associated with diabetic macrovascular disease in female patients (OR = 1.184, p = 0.0039). Among females, the observed association between weighted GRS and diabetic macrovascular disease was greater than predicted. Conclusions Using the uric acid-related weighted GRS as an instrumental variable for Mendelian randomization analysis, our study provided an evidence for causal relationship between uric acid and diabetic macrovascular disease in Chinese females with type 2 diabetes mellitus.</abstract><cop>Netherlands</cop><pub>Elsevier Ireland Ltd</pub><pmid>27064641</pmid><doi>10.1016/j.ijcard.2016.03.206</doi><tpages>6</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Asian Continental Ancestry Group - genetics Cardiovascular Cross-Sectional Studies Diabetes Mellitus, Type 2 - blood Diabetes Mellitus, Type 2 - epidemiology Diabetes Mellitus, Type 2 - genetics Diabetic Angiopathies - blood Diabetic Angiopathies - epidemiology Diabetic Angiopathies - genetics Diabetic macrovascular disease Female Genetic risk score Humans Hyperuricemia - blood Hyperuricemia - epidemiology Male Mendelian randomization analysis Mendelian Randomization Analysis - methods Microvessels - metabolism Microvessels - pathology Middle Aged Polymorphism, Single Nucleotide - genetics Single nucleotide polymorphism Uric acid Uric Acid - blood |
title | A causal relationship between uric acid and diabetic macrovascular disease in Chinese type 2 diabetes patients: A Mendelian randomization analysis |
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