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A phenome-wide association and factorial Mendelian randomization study on the repurposing of uric acid-lowering drugs for cardiovascular outcomes
Uric acid has been linked to various disease outcomes. However, it remains unclear whether uric acid-lowering therapy could be repurposed as a treatment for conditions other than gout. We first performed both observational phenome-wide association study (Obs-PheWAS) and polygenic risk score PheWAS (...
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Published in: | European journal of epidemiology 2024-08, Vol.39 (8), p.869-880 |
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description | Uric acid has been linked to various disease outcomes. However, it remains unclear whether uric acid-lowering therapy could be repurposed as a treatment for conditions other than gout. We first performed both observational phenome-wide association study (Obs-PheWAS) and polygenic risk score PheWAS (PRS-PheWAS) to identify associations of uric acid levels with a wide range of disease outcomes. Then, trajectory analysis was conducted to explore temporal progression patterns of the observed disease outcomes. Finally, we investigated whether uric acid-lowering drugs could be repurposed using a factorial Mendelian randomization (MR) study design. A total of 41 overlapping phenotypes associated with uric acid levels were identified by both Obs- and PRS- PheWASs, primarily cardiometabolic diseases. The trajectory analysis illustrated how elevated uric acid levels contribute to cardiometabolic diseases, and finally death. Meanwhile, we found that uric acid-lowering drugs exerted a protective role in reducing the risk of coronary atherosclerosis (OR = 0.96, 95%CI: 0.93, 1.00,
P
= 0.049), congestive heart failure (OR = 0.64, 95%CI: 0.42, 0.99,
P
= 0.043), occlusion of cerebral arteries (OR = 0.93, 95%CI: 0.87, 1.00,
P
= 0.044) and peripheral vascular disease (OR = 0.60, 95%CI: 0.38, 0.94,
P
= 0.025). Furthermore, the combination of uric acid-lowering therapy (e.g. xanthine oxidase inhibitors) with antihypertensive treatment (e.g. calcium channel blockers) exerted additive effects and was associated with a 6%, 8%, 8%, 10% reduction in risk of coronary atherosclerosis, heart failure, occlusion of cerebral arteries and peripheral vascular disease, respectively. Our findings support a role of elevated uric acid levels in advancing cardiovascular dysfunction and identify potential repurposing opportunities for uric acid-lowering drugs in cardiovascular treatment. |
doi_str_mv | 10.1007/s10654-024-01138-0 |
format | article |
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P
= 0.049), congestive heart failure (OR = 0.64, 95%CI: 0.42, 0.99,
P
= 0.043), occlusion of cerebral arteries (OR = 0.93, 95%CI: 0.87, 1.00,
P
= 0.044) and peripheral vascular disease (OR = 0.60, 95%CI: 0.38, 0.94,
P
= 0.025). Furthermore, the combination of uric acid-lowering therapy (e.g. xanthine oxidase inhibitors) with antihypertensive treatment (e.g. calcium channel blockers) exerted additive effects and was associated with a 6%, 8%, 8%, 10% reduction in risk of coronary atherosclerosis, heart failure, occlusion of cerebral arteries and peripheral vascular disease, respectively. Our findings support a role of elevated uric acid levels in advancing cardiovascular dysfunction and identify potential repurposing opportunities for uric acid-lowering drugs in cardiovascular treatment.</description><identifier>ISSN: 0393-2990</identifier><identifier>ISSN: 1573-7284</identifier><identifier>EISSN: 1573-7284</identifier><identifier>DOI: 10.1007/s10654-024-01138-0</identifier><identifier>PMID: 38992218</identifier><language>eng</language><publisher>Dordrecht: Springer Netherlands</publisher><subject>Antihypertensives ; Arteries ; Arteriosclerosis ; Atherosclerosis ; Calcium channel blockers ; Calcium channels ; Cardiology ; Cardiovascular Diseases ; Cardiovascular Diseases - genetics ; Cerebral blood flow ; Congestive heart failure ; Coronary artery disease ; Disease ; Drug development ; Drug Repositioning ; Drugs ; Epidemiology ; Female ; Genome-Wide Association Study ; Gout ; Health services ; Heart failure ; Humans ; Infectious Diseases ; Ischemia ; Male ; Medicine ; Medicine & Public Health ; Mendelian Randomization Analysis ; Occlusion ; Oncology ; Phenomics ; Phenotype ; Phenotypes ; Public Health ; Randomization ; Risk ; Trajectory analysis ; Uric acid ; Uric Acid - blood ; Vascular diseases ; Xanthine oxidase</subject><ispartof>European journal of epidemiology, 2024-08, Vol.39 (8), p.869-880</ispartof><rights>The Author(s) 2024</rights><rights>2024. The Author(s).</rights><rights>The Author(s) 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>The Author(s) 2024 2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c312t-70f024becbadb5782ff4a2022dbe2381d8838f1ed8af5fb9d9e8063e5facbceb3</cites><orcidid>0000-0002-9797-0753</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38992218$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Lijuan</creatorcontrib><creatorcontrib>Mesa-Eguiagaray, Ines</creatorcontrib><creatorcontrib>Campbell, Harry</creatorcontrib><creatorcontrib>Wilson, James F</creatorcontrib><creatorcontrib>Vitart, Veronique</creatorcontrib><creatorcontrib>Li, Xue</creatorcontrib><creatorcontrib>Theodoratou, Evropi</creatorcontrib><title>A phenome-wide association and factorial Mendelian randomization study on the repurposing of uric acid-lowering drugs for cardiovascular outcomes</title><title>European journal of epidemiology</title><addtitle>Eur J Epidemiol</addtitle><addtitle>Eur J Epidemiol</addtitle><description>Uric acid has been linked to various disease outcomes. However, it remains unclear whether uric acid-lowering therapy could be repurposed as a treatment for conditions other than gout. We first performed both observational phenome-wide association study (Obs-PheWAS) and polygenic risk score PheWAS (PRS-PheWAS) to identify associations of uric acid levels with a wide range of disease outcomes. Then, trajectory analysis was conducted to explore temporal progression patterns of the observed disease outcomes. Finally, we investigated whether uric acid-lowering drugs could be repurposed using a factorial Mendelian randomization (MR) study design. A total of 41 overlapping phenotypes associated with uric acid levels were identified by both Obs- and PRS- PheWASs, primarily cardiometabolic diseases. The trajectory analysis illustrated how elevated uric acid levels contribute to cardiometabolic diseases, and finally death. Meanwhile, we found that uric acid-lowering drugs exerted a protective role in reducing the risk of coronary atherosclerosis (OR = 0.96, 95%CI: 0.93, 1.00,
P
= 0.049), congestive heart failure (OR = 0.64, 95%CI: 0.42, 0.99,
P
= 0.043), occlusion of cerebral arteries (OR = 0.93, 95%CI: 0.87, 1.00,
P
= 0.044) and peripheral vascular disease (OR = 0.60, 95%CI: 0.38, 0.94,
P
= 0.025). Furthermore, the combination of uric acid-lowering therapy (e.g. xanthine oxidase inhibitors) with antihypertensive treatment (e.g. calcium channel blockers) exerted additive effects and was associated with a 6%, 8%, 8%, 10% reduction in risk of coronary atherosclerosis, heart failure, occlusion of cerebral arteries and peripheral vascular disease, respectively. Our findings support a role of elevated uric acid levels in advancing cardiovascular dysfunction and identify potential repurposing opportunities for uric acid-lowering drugs in cardiovascular treatment.</description><subject>Antihypertensives</subject><subject>Arteries</subject><subject>Arteriosclerosis</subject><subject>Atherosclerosis</subject><subject>Calcium channel blockers</subject><subject>Calcium channels</subject><subject>Cardiology</subject><subject>Cardiovascular Diseases</subject><subject>Cardiovascular Diseases - genetics</subject><subject>Cerebral blood flow</subject><subject>Congestive heart failure</subject><subject>Coronary artery disease</subject><subject>Disease</subject><subject>Drug development</subject><subject>Drug Repositioning</subject><subject>Drugs</subject><subject>Epidemiology</subject><subject>Female</subject><subject>Genome-Wide Association Study</subject><subject>Gout</subject><subject>Health services</subject><subject>Heart failure</subject><subject>Humans</subject><subject>Infectious Diseases</subject><subject>Ischemia</subject><subject>Male</subject><subject>Medicine</subject><subject>Medicine & Public Health</subject><subject>Mendelian Randomization Analysis</subject><subject>Occlusion</subject><subject>Oncology</subject><subject>Phenomics</subject><subject>Phenotype</subject><subject>Phenotypes</subject><subject>Public Health</subject><subject>Randomization</subject><subject>Risk</subject><subject>Trajectory analysis</subject><subject>Uric acid</subject><subject>Uric Acid - blood</subject><subject>Vascular diseases</subject><subject>Xanthine oxidase</subject><issn>0393-2990</issn><issn>1573-7284</issn><issn>1573-7284</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNp9kU1vFSEUhonR2Gv1D7gwJG7cjPJx5w6sTNP4lbRx064JA4d7aWZghKFN_Rf-YxmnVuvCBYFwHt5zXl6EXlLylhLSvcuU7NptQ1hdlHLRkEdoQ9uONx0T28doQ7jkDZOSHKFnOV8RQgSR7VN0xIWUjFGxQT9O8HSAEEdobrwFrHOOxuvZx4B1sNhpM8fk9YDPIVgYvA441UIc_feVynOxt7ge5gPgBFNJU8w-7HF0uCRvsDbeNkO8gbTc2lT2GbuYsNHJ-nitsymDTjiW2dQx8nP0xOkhw4u7_Rhdfvxwcfq5Ofv66cvpyVljOGVz0xFXjfdgem37thPMua1mhDHbA-OCWiG4cBSs0K51vbQSBNlxaKuj3kDPj9H7VXcq_QjWQJiTHtSU_KjTrYraq4eV4A9qH68VpVtKJCVV4c2dQorfCuRZjT4bGAYdIJasOOkk7epfL-jrf9CrWFKo_hRfUmQ7LttKsZUyKeacwN1PQ4laIldr5Ko6V78iV4v0q7993D_5nXEF-ArkaUkA0p_e_5H9CfXjvIA</recordid><startdate>20240801</startdate><enddate>20240801</enddate><creator>Wang, Lijuan</creator><creator>Mesa-Eguiagaray, Ines</creator><creator>Campbell, Harry</creator><creator>Wilson, James F</creator><creator>Vitart, Veronique</creator><creator>Li, Xue</creator><creator>Theodoratou, Evropi</creator><general>Springer Netherlands</general><general>Springer Nature B.V</general><scope>C6C</scope><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>7QL</scope><scope>7T2</scope><scope>7TK</scope><scope>7TS</scope><scope>7U7</scope><scope>7U9</scope><scope>C1K</scope><scope>H94</scope><scope>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-9797-0753</orcidid></search><sort><creationdate>20240801</creationdate><title>A phenome-wide association and factorial Mendelian randomization study on the repurposing of uric acid-lowering drugs for cardiovascular outcomes</title><author>Wang, Lijuan ; Mesa-Eguiagaray, Ines ; Campbell, Harry ; Wilson, James F ; Vitart, Veronique ; Li, Xue ; Theodoratou, Evropi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c312t-70f024becbadb5782ff4a2022dbe2381d8838f1ed8af5fb9d9e8063e5facbceb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Antihypertensives</topic><topic>Arteries</topic><topic>Arteriosclerosis</topic><topic>Atherosclerosis</topic><topic>Calcium channel blockers</topic><topic>Calcium channels</topic><topic>Cardiology</topic><topic>Cardiovascular Diseases</topic><topic>Cardiovascular Diseases - genetics</topic><topic>Cerebral blood flow</topic><topic>Congestive heart failure</topic><topic>Coronary artery disease</topic><topic>Disease</topic><topic>Drug development</topic><topic>Drug Repositioning</topic><topic>Drugs</topic><topic>Epidemiology</topic><topic>Female</topic><topic>Genome-Wide Association Study</topic><topic>Gout</topic><topic>Health services</topic><topic>Heart failure</topic><topic>Humans</topic><topic>Infectious Diseases</topic><topic>Ischemia</topic><topic>Male</topic><topic>Medicine</topic><topic>Medicine & Public Health</topic><topic>Mendelian Randomization Analysis</topic><topic>Occlusion</topic><topic>Oncology</topic><topic>Phenomics</topic><topic>Phenotype</topic><topic>Phenotypes</topic><topic>Public Health</topic><topic>Randomization</topic><topic>Risk</topic><topic>Trajectory analysis</topic><topic>Uric acid</topic><topic>Uric Acid - blood</topic><topic>Vascular diseases</topic><topic>Xanthine oxidase</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Lijuan</creatorcontrib><creatorcontrib>Mesa-Eguiagaray, Ines</creatorcontrib><creatorcontrib>Campbell, Harry</creatorcontrib><creatorcontrib>Wilson, James F</creatorcontrib><creatorcontrib>Vitart, Veronique</creatorcontrib><creatorcontrib>Li, Xue</creatorcontrib><creatorcontrib>Theodoratou, Evropi</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Neurosciences Abstracts</collection><collection>Physical Education Index</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>European journal of epidemiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Lijuan</au><au>Mesa-Eguiagaray, Ines</au><au>Campbell, Harry</au><au>Wilson, James F</au><au>Vitart, Veronique</au><au>Li, Xue</au><au>Theodoratou, Evropi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A phenome-wide association and factorial Mendelian randomization study on the repurposing of uric acid-lowering drugs for cardiovascular outcomes</atitle><jtitle>European journal of epidemiology</jtitle><stitle>Eur J Epidemiol</stitle><addtitle>Eur J Epidemiol</addtitle><date>2024-08-01</date><risdate>2024</risdate><volume>39</volume><issue>8</issue><spage>869</spage><epage>880</epage><pages>869-880</pages><issn>0393-2990</issn><issn>1573-7284</issn><eissn>1573-7284</eissn><abstract>Uric acid has been linked to various disease outcomes. However, it remains unclear whether uric acid-lowering therapy could be repurposed as a treatment for conditions other than gout. We first performed both observational phenome-wide association study (Obs-PheWAS) and polygenic risk score PheWAS (PRS-PheWAS) to identify associations of uric acid levels with a wide range of disease outcomes. Then, trajectory analysis was conducted to explore temporal progression patterns of the observed disease outcomes. Finally, we investigated whether uric acid-lowering drugs could be repurposed using a factorial Mendelian randomization (MR) study design. A total of 41 overlapping phenotypes associated with uric acid levels were identified by both Obs- and PRS- PheWASs, primarily cardiometabolic diseases. The trajectory analysis illustrated how elevated uric acid levels contribute to cardiometabolic diseases, and finally death. Meanwhile, we found that uric acid-lowering drugs exerted a protective role in reducing the risk of coronary atherosclerosis (OR = 0.96, 95%CI: 0.93, 1.00,
P
= 0.049), congestive heart failure (OR = 0.64, 95%CI: 0.42, 0.99,
P
= 0.043), occlusion of cerebral arteries (OR = 0.93, 95%CI: 0.87, 1.00,
P
= 0.044) and peripheral vascular disease (OR = 0.60, 95%CI: 0.38, 0.94,
P
= 0.025). Furthermore, the combination of uric acid-lowering therapy (e.g. xanthine oxidase inhibitors) with antihypertensive treatment (e.g. calcium channel blockers) exerted additive effects and was associated with a 6%, 8%, 8%, 10% reduction in risk of coronary atherosclerosis, heart failure, occlusion of cerebral arteries and peripheral vascular disease, respectively. Our findings support a role of elevated uric acid levels in advancing cardiovascular dysfunction and identify potential repurposing opportunities for uric acid-lowering drugs in cardiovascular treatment.</abstract><cop>Dordrecht</cop><pub>Springer Netherlands</pub><pmid>38992218</pmid><doi>10.1007/s10654-024-01138-0</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-9797-0753</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Antihypertensives Arteries Arteriosclerosis Atherosclerosis Calcium channel blockers Calcium channels Cardiology Cardiovascular Diseases Cardiovascular Diseases - genetics Cerebral blood flow Congestive heart failure Coronary artery disease Disease Drug development Drug Repositioning Drugs Epidemiology Female Genome-Wide Association Study Gout Health services Heart failure Humans Infectious Diseases Ischemia Male Medicine Medicine & Public Health Mendelian Randomization Analysis Occlusion Oncology Phenomics Phenotype Phenotypes Public Health Randomization Risk Trajectory analysis Uric acid Uric Acid - blood Vascular diseases Xanthine oxidase |
title | A phenome-wide association and factorial Mendelian randomization study on the repurposing of uric acid-lowering drugs for cardiovascular outcomes |
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