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Causality of genetically determined blood metabolites on irritable bowel syndrome: A Mendelian randomization study
Irritable bowel syndrome (IBS) is one of the most common functional bowel disorders and dysmetabolism plays an important role in the pathogenesis of disease. Nevertheless, there remains a lack of information regarding the causal relationship between circulating metabolites and IBS. A two-sample Mend...
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Published in: | PloS one 2024-04, Vol.19 (4), p.e0298963-e0298963 |
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description | Irritable bowel syndrome (IBS) is one of the most common functional bowel disorders and dysmetabolism plays an important role in the pathogenesis of disease. Nevertheless, there remains a lack of information regarding the causal relationship between circulating metabolites and IBS. A two-sample Mendelian randomization (MR) analysis was conducted in order to evaluate the causal relationship between genetically proxied 486 blood metabolites and IBS.
A two-sample MR analysis was implemented to assess the causality of blood metabolites on IBS. The study utilized a genome-wide association study (GWAS) to examine 486 metabolites as the exposure variable while employing a GWAS study with 486,601 individuals of European descent as the outcome variable. The inverse-variance weighted (IVW) method was used to estimate the causal relationship of metabolites on IBS, while several methods were performed to eliminate the pleiotropy and heterogeneity. Another GWAS data was used for replication and meta-analysis. In addition, reverse MR and linkage disequilibrium score regression (LDSC) were employed for additional assessment. Multivariable MR analysis was conducted in order to evaluate the direct impact of metabolites on IBS.
Three known and two unknown metabolites were identified as being associated with the development of IBS. Higher levels of butyryl carnitine (OR(95%CI):1.10(1.02-1.18),p = 0.009) and tetradecanedioate (OR(95%CI):1.13(1.04-1.23),p = 0.003)increased susceptibility of IBS and higher levels of stearate(18:0)(OR(95%CI):0.72(0.58-0.89),p = 0.003) decreased susceptibility of IBS.
The metabolites implicated in the pathogenesis of IBS possess potential as biomarkers and hold promise for elucidating the underlying biological mechanisms of this condition. |
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A two-sample MR analysis was implemented to assess the causality of blood metabolites on IBS. The study utilized a genome-wide association study (GWAS) to examine 486 metabolites as the exposure variable while employing a GWAS study with 486,601 individuals of European descent as the outcome variable. The inverse-variance weighted (IVW) method was used to estimate the causal relationship of metabolites on IBS, while several methods were performed to eliminate the pleiotropy and heterogeneity. Another GWAS data was used for replication and meta-analysis. In addition, reverse MR and linkage disequilibrium score regression (LDSC) were employed for additional assessment. Multivariable MR analysis was conducted in order to evaluate the direct impact of metabolites on IBS.
Three known and two unknown metabolites were identified as being associated with the development of IBS. Higher levels of butyryl carnitine (OR(95%CI):1.10(1.02-1.18),p = 0.009) and tetradecanedioate (OR(95%CI):1.13(1.04-1.23),p = 0.003)increased susceptibility of IBS and higher levels of stearate(18:0)(OR(95%CI):0.72(0.58-0.89),p = 0.003) decreased susceptibility of IBS.
The metabolites implicated in the pathogenesis of IBS possess potential as biomarkers and hold promise for elucidating the underlying biological mechanisms of this condition.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0298963</identifier><identifier>PMID: 38568932</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Analysis ; Biology and Life Sciences ; Care and treatment ; Carnitine ; Causality ; Diagnosis ; Gastrointestinal diseases ; Genetic aspects ; Genome-Wide Association Study ; Genomics ; Health aspects ; Humans ; Irritable bowel syndrome ; Irritable Bowel Syndrome - genetics ; Mediation ; Medical research ; Medicine and Health Sciences ; Medicine, Experimental ; Mendelian Randomization Analysis ; Metabolites ; Physical Sciences ; Research and Analysis Methods ; Risk factors</subject><ispartof>PloS one, 2024-04, Vol.19 (4), p.e0298963-e0298963</ispartof><rights>Copyright: © 2024 Dai et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</rights><rights>COPYRIGHT 2024 Public Library of Science</rights><rights>2024 Dai et al 2024 Dai et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c590t-c50f14fc720572680d82a2b32fd50d8e5013165ccc45becf6aedc95c942045e03</cites><orcidid>0000-0001-9826-9793</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10990233/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC10990233/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27903,27904,36992,53770,53772</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38568932$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Chen, Xu</contributor><creatorcontrib>Dai, Xinyi</creatorcontrib><creatorcontrib>Liang, Min</creatorcontrib><creatorcontrib>Dai, Yanna</creatorcontrib><creatorcontrib>Ding, Shaohua</creatorcontrib><creatorcontrib>Sun, Xiaohe</creatorcontrib><creatorcontrib>Xu, Luzhou</creatorcontrib><title>Causality of genetically determined blood metabolites on irritable bowel syndrome: A Mendelian randomization study</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>Irritable bowel syndrome (IBS) is one of the most common functional bowel disorders and dysmetabolism plays an important role in the pathogenesis of disease. Nevertheless, there remains a lack of information regarding the causal relationship between circulating metabolites and IBS. A two-sample Mendelian randomization (MR) analysis was conducted in order to evaluate the causal relationship between genetically proxied 486 blood metabolites and IBS.
A two-sample MR analysis was implemented to assess the causality of blood metabolites on IBS. The study utilized a genome-wide association study (GWAS) to examine 486 metabolites as the exposure variable while employing a GWAS study with 486,601 individuals of European descent as the outcome variable. The inverse-variance weighted (IVW) method was used to estimate the causal relationship of metabolites on IBS, while several methods were performed to eliminate the pleiotropy and heterogeneity. Another GWAS data was used for replication and meta-analysis. In addition, reverse MR and linkage disequilibrium score regression (LDSC) were employed for additional assessment. Multivariable MR analysis was conducted in order to evaluate the direct impact of metabolites on IBS.
Three known and two unknown metabolites were identified as being associated with the development of IBS. Higher levels of butyryl carnitine (OR(95%CI):1.10(1.02-1.18),p = 0.009) and tetradecanedioate (OR(95%CI):1.13(1.04-1.23),p = 0.003)increased susceptibility of IBS and higher levels of stearate(18:0)(OR(95%CI):0.72(0.58-0.89),p = 0.003) decreased susceptibility of IBS.
The metabolites implicated in the pathogenesis of IBS possess potential as biomarkers and hold promise for elucidating the underlying biological mechanisms of this condition.</description><subject>Analysis</subject><subject>Biology and Life Sciences</subject><subject>Care and treatment</subject><subject>Carnitine</subject><subject>Causality</subject><subject>Diagnosis</subject><subject>Gastrointestinal diseases</subject><subject>Genetic aspects</subject><subject>Genome-Wide Association Study</subject><subject>Genomics</subject><subject>Health aspects</subject><subject>Humans</subject><subject>Irritable bowel syndrome</subject><subject>Irritable Bowel Syndrome - genetics</subject><subject>Mediation</subject><subject>Medical research</subject><subject>Medicine and Health Sciences</subject><subject>Medicine, Experimental</subject><subject>Mendelian Randomization Analysis</subject><subject>Metabolites</subject><subject>Physical Sciences</subject><subject>Research and Analysis Methods</subject><subject>Risk factors</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>DOA</sourceid><recordid>eNqNkluLEzEYhgdR3HX1H4gEBNGL1hxm0hlvpBQPhZUFT7chk3zTpmSSmmTU8deb2rp0wAsJJOHL8745vUXxmOA5YQvycueH4KSd772DOaZN3XB2p7gkDaMzTjG7eza_KB7EuMO4YjXn94sLVle8zouXRVjJIUpr0oh8hzbgIBklrR2RhgShNw40aq33GvWQZOszChF5h0wIJhcsoNb_AIvi6HTwPbxCS_QBnAZrpENBOu1780smkzUxDXp8WNzrpI3w6DReFV_evvm8ej-7vnm3Xi2vZ6pqcMo97kjZqQXF1YLyGuuaStoy2ukqz6HChBFeKaXKqgXVcQlaNZVqSorLCjC7KtZHX-3lTuyD6WUYhZdG_Cn4sBEy5NtaEKwkjcrGvFa4lJrLkuuFLgkF0pKKqOz1-ui1H9o-7wMuBWknptMVZ7Zi478LgpsGU8ayw_OTQ_DfBohJ9CYqsFY68EMUDDOGCcaMZPTpEd3IfDbjOp8t1QEXy0Vdc0poU2Zq_g8qNw29UTkUncn1ieDFRJCZBD_TJgcgivWnj__P3nydss_O2C1Im7bR2-Hw43EKlkdQBR9jgO72_QgWh0yLU6bFIdPilOkse3L-9reivyFmvwG9D_Ud</recordid><startdate>20240403</startdate><enddate>20240403</enddate><creator>Dai, Xinyi</creator><creator>Liang, Min</creator><creator>Dai, Yanna</creator><creator>Ding, Shaohua</creator><creator>Sun, Xiaohe</creator><creator>Xu, Luzhou</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0001-9826-9793</orcidid></search><sort><creationdate>20240403</creationdate><title>Causality of genetically determined blood metabolites on irritable bowel syndrome: A Mendelian randomization study</title><author>Dai, Xinyi ; Liang, Min ; Dai, Yanna ; Ding, Shaohua ; Sun, Xiaohe ; Xu, Luzhou</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c590t-c50f14fc720572680d82a2b32fd50d8e5013165ccc45becf6aedc95c942045e03</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Analysis</topic><topic>Biology and Life Sciences</topic><topic>Care and treatment</topic><topic>Carnitine</topic><topic>Causality</topic><topic>Diagnosis</topic><topic>Gastrointestinal diseases</topic><topic>Genetic aspects</topic><topic>Genome-Wide Association Study</topic><topic>Genomics</topic><topic>Health aspects</topic><topic>Humans</topic><topic>Irritable bowel syndrome</topic><topic>Irritable Bowel Syndrome - genetics</topic><topic>Mediation</topic><topic>Medical research</topic><topic>Medicine and Health Sciences</topic><topic>Medicine, Experimental</topic><topic>Mendelian Randomization Analysis</topic><topic>Metabolites</topic><topic>Physical Sciences</topic><topic>Research and Analysis Methods</topic><topic>Risk factors</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Dai, Xinyi</creatorcontrib><creatorcontrib>Liang, Min</creatorcontrib><creatorcontrib>Dai, Yanna</creatorcontrib><creatorcontrib>Ding, Shaohua</creatorcontrib><creatorcontrib>Sun, Xiaohe</creatorcontrib><creatorcontrib>Xu, Luzhou</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale_Opposing Viewpoints In Context</collection><collection>Gale In Context: Science</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Dai, Xinyi</au><au>Liang, Min</au><au>Dai, Yanna</au><au>Ding, Shaohua</au><au>Sun, Xiaohe</au><au>Xu, Luzhou</au><au>Chen, Xu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Causality of genetically determined blood metabolites on irritable bowel syndrome: A Mendelian randomization study</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2024-04-03</date><risdate>2024</risdate><volume>19</volume><issue>4</issue><spage>e0298963</spage><epage>e0298963</epage><pages>e0298963-e0298963</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>Irritable bowel syndrome (IBS) is one of the most common functional bowel disorders and dysmetabolism plays an important role in the pathogenesis of disease. Nevertheless, there remains a lack of information regarding the causal relationship between circulating metabolites and IBS. A two-sample Mendelian randomization (MR) analysis was conducted in order to evaluate the causal relationship between genetically proxied 486 blood metabolites and IBS.
A two-sample MR analysis was implemented to assess the causality of blood metabolites on IBS. The study utilized a genome-wide association study (GWAS) to examine 486 metabolites as the exposure variable while employing a GWAS study with 486,601 individuals of European descent as the outcome variable. The inverse-variance weighted (IVW) method was used to estimate the causal relationship of metabolites on IBS, while several methods were performed to eliminate the pleiotropy and heterogeneity. Another GWAS data was used for replication and meta-analysis. In addition, reverse MR and linkage disequilibrium score regression (LDSC) were employed for additional assessment. Multivariable MR analysis was conducted in order to evaluate the direct impact of metabolites on IBS.
Three known and two unknown metabolites were identified as being associated with the development of IBS. Higher levels of butyryl carnitine (OR(95%CI):1.10(1.02-1.18),p = 0.009) and tetradecanedioate (OR(95%CI):1.13(1.04-1.23),p = 0.003)increased susceptibility of IBS and higher levels of stearate(18:0)(OR(95%CI):0.72(0.58-0.89),p = 0.003) decreased susceptibility of IBS.
The metabolites implicated in the pathogenesis of IBS possess potential as biomarkers and hold promise for elucidating the underlying biological mechanisms of this condition.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>38568932</pmid><doi>10.1371/journal.pone.0298963</doi><tpages>e0298963</tpages><orcidid>https://orcid.org/0000-0001-9826-9793</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Analysis Biology and Life Sciences Care and treatment Carnitine Causality Diagnosis Gastrointestinal diseases Genetic aspects Genome-Wide Association Study Genomics Health aspects Humans Irritable bowel syndrome Irritable Bowel Syndrome - genetics Mediation Medical research Medicine and Health Sciences Medicine, Experimental Mendelian Randomization Analysis Metabolites Physical Sciences Research and Analysis Methods Risk factors |
title | Causality of genetically determined blood metabolites on irritable bowel syndrome: A Mendelian randomization study |
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