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The association between fatty acids and atherosclerotic diseases: A mendelian randomization study
The current observational studies have disputed the relationship between various fatty acids and atherosclerotic diseases, and the causal relationship between the two is still unclear. In this study, we utilized the available genome-wide association studies (GWAS) summary data on fatty acids and ath...
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Published in: | Clinical nutrition ESPEN 2024-10, Vol.63, p.447-456 |
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description | The current observational studies have disputed the relationship between various fatty acids and atherosclerotic diseases, and the causal relationship between the two is still unclear.
In this study, we utilized the available genome-wide association studies (GWAS) summary data on fatty acids and atherosclerotic diseases from the IEU OpenGWAS project. After identifying the appropriate single nucleotide polymorphisms (SNPs) as instrumental variables, we employed the MR-PRESSO outlier test to remove extreme values. Subsequently, we conducted a two-sample mendelian randomization (MR) analysis and performed sensitivity analyses to ensure the reliability of the results.
The results of MR analysis suggest that ratio of saturated fatty acids to total fatty acids is positively correlated with the incidence rate of coronary heart disease (OR = 1.341, 95% CI = 1.016–1.769, P value = 0.038), monounsaturated fatty acid levels is negatively correlated with the incidence of stroke (OR = 0.800, 95% CI = 0.642–0.996, P value = 0.046), and docosahexaenoic acid levels is negatively correlated with the incidence of peripheral artery disease (OR = 0.747, 95% CI = 0.572–0.976, P value = 0.033). All results showed no heterogeneity or pleiotropy, but leave-one-out tests showed that the analysis results of some fatty acids were driven by a single SNP.
This study highlights the existence of causal relationships between fatty acids and atherosclerotic diseases at the genetic level. These findings provide valuable insights for potential prevention measures and therapeutic targets for the three atherosclerotic diseases. |
doi_str_mv | 10.1016/j.clnesp.2024.06.018 |
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In this study, we utilized the available genome-wide association studies (GWAS) summary data on fatty acids and atherosclerotic diseases from the IEU OpenGWAS project. After identifying the appropriate single nucleotide polymorphisms (SNPs) as instrumental variables, we employed the MR-PRESSO outlier test to remove extreme values. Subsequently, we conducted a two-sample mendelian randomization (MR) analysis and performed sensitivity analyses to ensure the reliability of the results.
The results of MR analysis suggest that ratio of saturated fatty acids to total fatty acids is positively correlated with the incidence rate of coronary heart disease (OR = 1.341, 95% CI = 1.016–1.769, P value = 0.038), monounsaturated fatty acid levels is negatively correlated with the incidence of stroke (OR = 0.800, 95% CI = 0.642–0.996, P value = 0.046), and docosahexaenoic acid levels is negatively correlated with the incidence of peripheral artery disease (OR = 0.747, 95% CI = 0.572–0.976, P value = 0.033). All results showed no heterogeneity or pleiotropy, but leave-one-out tests showed that the analysis results of some fatty acids were driven by a single SNP.
This study highlights the existence of causal relationships between fatty acids and atherosclerotic diseases at the genetic level. These findings provide valuable insights for potential prevention measures and therapeutic targets for the three atherosclerotic diseases.</description><identifier>ISSN: 2405-4577</identifier><identifier>EISSN: 2405-4577</identifier><identifier>DOI: 10.1016/j.clnesp.2024.06.018</identifier><identifier>PMID: 39003732</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Atherosclerosis - genetics ; Atherosclerotic disease ; clinical nutrition ; coronary disease ; docosahexaenoic acid ; Fatty acid ; Fatty Acids ; Genetic analysis ; Genome-Wide Association Study ; Humans ; Mendelian randomization ; Mendelian Randomization Analysis ; monounsaturated fatty acids ; pleiotropy ; Polymorphism, Single Nucleotide ; Risk Factors ; stroke ; Stroke - epidemiology ; Stroke - genetics ; therapeutics</subject><ispartof>Clinical nutrition ESPEN, 2024-10, Vol.63, p.447-456</ispartof><rights>2024 European Society for Clinical Nutrition and Metabolism</rights><rights>Copyright © 2024 European Society for Clinical Nutrition and Metabolism. Published by Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c344t-96e8dde70db520bdc77d01055b9a91716675becbd483b94912a9c03c46b07ea73</cites><orcidid>0000-0003-0708-7850 ; 0000-0002-2436-5640</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39003732$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Wang, Yinyu</creatorcontrib><creatorcontrib>Yang, Bo</creatorcontrib><creatorcontrib>Wang, Cuiping</creatorcontrib><title>The association between fatty acids and atherosclerotic diseases: A mendelian randomization study</title><title>Clinical nutrition ESPEN</title><addtitle>Clin Nutr ESPEN</addtitle><description>The current observational studies have disputed the relationship between various fatty acids and atherosclerotic diseases, and the causal relationship between the two is still unclear.
In this study, we utilized the available genome-wide association studies (GWAS) summary data on fatty acids and atherosclerotic diseases from the IEU OpenGWAS project. After identifying the appropriate single nucleotide polymorphisms (SNPs) as instrumental variables, we employed the MR-PRESSO outlier test to remove extreme values. Subsequently, we conducted a two-sample mendelian randomization (MR) analysis and performed sensitivity analyses to ensure the reliability of the results.
The results of MR analysis suggest that ratio of saturated fatty acids to total fatty acids is positively correlated with the incidence rate of coronary heart disease (OR = 1.341, 95% CI = 1.016–1.769, P value = 0.038), monounsaturated fatty acid levels is negatively correlated with the incidence of stroke (OR = 0.800, 95% CI = 0.642–0.996, P value = 0.046), and docosahexaenoic acid levels is negatively correlated with the incidence of peripheral artery disease (OR = 0.747, 95% CI = 0.572–0.976, P value = 0.033). All results showed no heterogeneity or pleiotropy, but leave-one-out tests showed that the analysis results of some fatty acids were driven by a single SNP.
This study highlights the existence of causal relationships between fatty acids and atherosclerotic diseases at the genetic level. These findings provide valuable insights for potential prevention measures and therapeutic targets for the three atherosclerotic diseases.</description><subject>Atherosclerosis - genetics</subject><subject>Atherosclerotic disease</subject><subject>clinical nutrition</subject><subject>coronary disease</subject><subject>docosahexaenoic acid</subject><subject>Fatty acid</subject><subject>Fatty Acids</subject><subject>Genetic analysis</subject><subject>Genome-Wide Association Study</subject><subject>Humans</subject><subject>Mendelian randomization</subject><subject>Mendelian Randomization Analysis</subject><subject>monounsaturated fatty acids</subject><subject>pleiotropy</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Risk Factors</subject><subject>stroke</subject><subject>Stroke - epidemiology</subject><subject>Stroke - genetics</subject><subject>therapeutics</subject><issn>2405-4577</issn><issn>2405-4577</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqFkctOHDEQRa2IKCDCH0SRl2ymKbfd9pgFEkJJiISUDVlbftQIj_ox6fKAJl8foyYRK7KpqsW59bqMfRLQCBD6YtvEfkTaNS20qgHdgFi_Yyetgm6lOmOOXtXH7IxoC1B11ioBH9ixtADSyPaE-fsH5J5oitmXPI08YHlCHPnGl3LgPuZE3I-J-_KA80Sxr7HkyFMm9IR0ya_5gGPCPvuRzxWdhvx76UVlnw4f2fuN7wnPXvIp-_n1y_3N7erux7fvN9d3qyiVKiurcZ0SGkihayGkaEwCAV0XrLfCCK1NFzCGpNYyWGVF620EGZUOYNAbecrOl767efq1RypuyBSx7_2I056cFJ3UyrS6-z8Ka9BS1j0qqhY01uNpxo3bzXnw88EJcM9WuK1brHDPVjjQrlpRZZ9fJuzDgOmf6O_jK3C1AFhf8phxdhQzjhFTnjEWl6b89oQ_O1Ocjg</recordid><startdate>202410</startdate><enddate>202410</enddate><creator>Wang, Yinyu</creator><creator>Yang, Bo</creator><creator>Wang, Cuiping</creator><general>Elsevier 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>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0003-0708-7850</orcidid><orcidid>https://orcid.org/0000-0002-2436-5640</orcidid></search><sort><creationdate>202410</creationdate><title>The association between fatty acids and atherosclerotic diseases: A mendelian randomization study</title><author>Wang, Yinyu ; Yang, Bo ; Wang, Cuiping</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c344t-96e8dde70db520bdc77d01055b9a91716675becbd483b94912a9c03c46b07ea73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Atherosclerosis - genetics</topic><topic>Atherosclerotic disease</topic><topic>clinical nutrition</topic><topic>coronary disease</topic><topic>docosahexaenoic acid</topic><topic>Fatty acid</topic><topic>Fatty Acids</topic><topic>Genetic analysis</topic><topic>Genome-Wide Association Study</topic><topic>Humans</topic><topic>Mendelian randomization</topic><topic>Mendelian Randomization Analysis</topic><topic>monounsaturated fatty acids</topic><topic>pleiotropy</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Risk Factors</topic><topic>stroke</topic><topic>Stroke - epidemiology</topic><topic>Stroke - genetics</topic><topic>therapeutics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Yinyu</creatorcontrib><creatorcontrib>Yang, Bo</creatorcontrib><creatorcontrib>Wang, Cuiping</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>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Clinical nutrition ESPEN</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Yinyu</au><au>Yang, Bo</au><au>Wang, Cuiping</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The association between fatty acids and atherosclerotic diseases: A mendelian randomization study</atitle><jtitle>Clinical nutrition ESPEN</jtitle><addtitle>Clin Nutr ESPEN</addtitle><date>2024-10</date><risdate>2024</risdate><volume>63</volume><spage>447</spage><epage>456</epage><pages>447-456</pages><issn>2405-4577</issn><eissn>2405-4577</eissn><abstract>The current observational studies have disputed the relationship between various fatty acids and atherosclerotic diseases, and the causal relationship between the two is still unclear.
In this study, we utilized the available genome-wide association studies (GWAS) summary data on fatty acids and atherosclerotic diseases from the IEU OpenGWAS project. After identifying the appropriate single nucleotide polymorphisms (SNPs) as instrumental variables, we employed the MR-PRESSO outlier test to remove extreme values. Subsequently, we conducted a two-sample mendelian randomization (MR) analysis and performed sensitivity analyses to ensure the reliability of the results.
The results of MR analysis suggest that ratio of saturated fatty acids to total fatty acids is positively correlated with the incidence rate of coronary heart disease (OR = 1.341, 95% CI = 1.016–1.769, P value = 0.038), monounsaturated fatty acid levels is negatively correlated with the incidence of stroke (OR = 0.800, 95% CI = 0.642–0.996, P value = 0.046), and docosahexaenoic acid levels is negatively correlated with the incidence of peripheral artery disease (OR = 0.747, 95% CI = 0.572–0.976, P value = 0.033). All results showed no heterogeneity or pleiotropy, but leave-one-out tests showed that the analysis results of some fatty acids were driven by a single SNP.
This study highlights the existence of causal relationships between fatty acids and atherosclerotic diseases at the genetic level. These findings provide valuable insights for potential prevention measures and therapeutic targets for the three atherosclerotic diseases.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>39003732</pmid><doi>10.1016/j.clnesp.2024.06.018</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-0708-7850</orcidid><orcidid>https://orcid.org/0000-0002-2436-5640</orcidid></addata></record> |
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subjects | Atherosclerosis - genetics Atherosclerotic disease clinical nutrition coronary disease docosahexaenoic acid Fatty acid Fatty Acids Genetic analysis Genome-Wide Association Study Humans Mendelian randomization Mendelian Randomization Analysis monounsaturated fatty acids pleiotropy Polymorphism, Single Nucleotide Risk Factors stroke Stroke - epidemiology Stroke - genetics therapeutics |
title | The association between fatty acids and atherosclerotic diseases: A mendelian randomization study |
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