Increased risk of coronary artery diseases in overweight and obese individuals is partially mediated by chronic inflammation: The EPICOR study
It is well known that being overweight or obese is a risk factor for coronary artery disease (CAD). At the same time, belonging to these categories indirectly influences other risk factors like hypertension, diabetes or dyslipidemia also through a chronic inflammation condition. The aim of this stud...
Gespeichert in:
Veröffentlicht in: | Nutrition, metabolism, and cardiovascular diseases metabolism, and cardiovascular diseases, 2024-12, p.103831, Article 103831 |
---|---|
Hauptverfasser: | , , , , , , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | |
---|---|
container_issue | |
container_start_page | 103831 |
container_title | Nutrition, metabolism, and cardiovascular diseases |
container_volume | |
creator | Giraudo, Maria Teresa Milani, Lorenzo Padroni, Lisa Sieri, Sabina Agnoli, Claudia Simeon, Vittorio Fordellone, Mario Ricceri, Fulvio Sacerdote, Carlotta |
description | It is well known that being overweight or obese is a risk factor for coronary artery disease (CAD). At the same time, belonging to these categories indirectly influences other risk factors like hypertension, diabetes or dyslipidemia also through a chronic inflammation condition. The aim of this study was to establish to which extent the effect of body mass index (BMI) on CAD risk can be explained by the chronic inflammation degree, using a statistical mediation model.
The present study used data from EPICOR, the cardiovascular branch of the EPIC Italy (European Investigation into Cancer and Nutrition) study. We employed a case-cohort design including 1416 participants with 622 incident CAD cases (major coronary events, myocardial infarction). Acute phase reactant C-reactive protein (CRP) and Plasminogen Activator Inhibitor-1 (PAI-1), were measured at baseline. A mediation analysis was performed to establish to which extent the effect of BMI on CAD risk can be explained by the inflammation degree expressed by the levels of both CRP and PAI-1.
Using a fully adjusted survival model individuals in the second and third BMI categories had increased hazard ratios for CAD compared to the first BMI category. Mediation analysis revealed significant direct and indirect effects of BMI on CAD risk through inflammation, and results were consistent across gender and with waist-to-hip ratio analyses.
Chronic inflammation might explain part of the increased risk of CAD due to more or less severe excess weight, in a robust statistical mediation model.
•Excess weight is a direct and indirect risk factor for coronary artery diseases.•A case-cohort study investigates the mediation role of inflammation in excess weight and CAD.•PAI-1 and CRP proteins are employed as markers of systemic inflammation.•Chronic inflammation explains a portion of the CAD increased risk for excess weight. |
doi_str_mv | 10.1016/j.numecd.2024.103831 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_3157553524</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0939475324004654</els_id><sourcerecordid>3157553524</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1893-c065818398e527396283c52cb9f7682dc35dfe097fa8d837dd86086e82a7398a3</originalsourceid><addsrcrecordid>eNqNkUGLFDEQhYMo7rj6D0Ry9NJjkup0Jx4EGVYdWFiR9RwySbWTsbszJt0j8yf8zWbo1aN4Kii-94p6j5CXnK05482bw3qcB3R-LZioywoU8EdkxaVmFbRCPyYrpkFXdSvhijzL-cAYtAzqp-QKtAJgHFbk13Z0CW1GT1PI32nsqIspjjadqU0TluFDvgCZhpHGE6afGL7tJ2pHT-MOM5a9D6fgZ9sXJtNj0QXb92c6oA92Kta7M3X74hpcgbveDoOdQhzf0vs90pvP283dF5qn2Z-fkyddscEXD_OafP1wc7_5VN3efdxu3t9WjisNlWONVFyVN1CKFnQjFDgp3E53baOEdyB9h0y3nVVeQeu9aphqUAlbaGXhmrxefI8p_pgxT2YI2WHf2xHjnA3wcqARUDf_gcpWSpCiLmi9oC7FnBN25pjCUKI0nJlLaeZgltLMpTSzlFZkrx4uzLsS2V_Rn5YK8G4BsERyCphMdgFHV-JN6CbjY_j3hd8jH6q1</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3157553524</pqid></control><display><type>article</type><title>Increased risk of coronary artery diseases in overweight and obese individuals is partially mediated by chronic inflammation: The EPICOR study</title><source>Elsevier ScienceDirect Journals</source><creator>Giraudo, Maria Teresa ; Milani, Lorenzo ; Padroni, Lisa ; Sieri, Sabina ; Agnoli, Claudia ; Simeon, Vittorio ; Fordellone, Mario ; Ricceri, Fulvio ; Sacerdote, Carlotta</creator><creatorcontrib>Giraudo, Maria Teresa ; Milani, Lorenzo ; Padroni, Lisa ; Sieri, Sabina ; Agnoli, Claudia ; Simeon, Vittorio ; Fordellone, Mario ; Ricceri, Fulvio ; Sacerdote, Carlotta</creatorcontrib><description>It is well known that being overweight or obese is a risk factor for coronary artery disease (CAD). At the same time, belonging to these categories indirectly influences other risk factors like hypertension, diabetes or dyslipidemia also through a chronic inflammation condition. The aim of this study was to establish to which extent the effect of body mass index (BMI) on CAD risk can be explained by the chronic inflammation degree, using a statistical mediation model.
The present study used data from EPICOR, the cardiovascular branch of the EPIC Italy (European Investigation into Cancer and Nutrition) study. We employed a case-cohort design including 1416 participants with 622 incident CAD cases (major coronary events, myocardial infarction). Acute phase reactant C-reactive protein (CRP) and Plasminogen Activator Inhibitor-1 (PAI-1), were measured at baseline. A mediation analysis was performed to establish to which extent the effect of BMI on CAD risk can be explained by the inflammation degree expressed by the levels of both CRP and PAI-1.
Using a fully adjusted survival model individuals in the second and third BMI categories had increased hazard ratios for CAD compared to the first BMI category. Mediation analysis revealed significant direct and indirect effects of BMI on CAD risk through inflammation, and results were consistent across gender and with waist-to-hip ratio analyses.
Chronic inflammation might explain part of the increased risk of CAD due to more or less severe excess weight, in a robust statistical mediation model.
•Excess weight is a direct and indirect risk factor for coronary artery diseases.•A case-cohort study investigates the mediation role of inflammation in excess weight and CAD.•PAI-1 and CRP proteins are employed as markers of systemic inflammation.•Chronic inflammation explains a portion of the CAD increased risk for excess weight.</description><identifier>ISSN: 0939-4753</identifier><identifier>ISSN: 1590-3729</identifier><identifier>EISSN: 1590-3729</identifier><identifier>DOI: 10.1016/j.numecd.2024.103831</identifier><identifier>PMID: 39833013</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>Biomarkers ; body mass index ; C-reactive protein ; coronary artery disease ; coronary vessels ; diabetes ; gender ; hyperlipidemia ; hypertension ; inflammation ; Inflammation index ; Italy ; Mediation analysis ; metabolism ; myocardial infarction ; nutrition ; overweight ; plasminogen activator inhibitors ; risk factors ; Time-varying indirect effect ; waist-to-hip ratio</subject><ispartof>Nutrition, metabolism, and cardiovascular diseases, 2024-12, p.103831, Article 103831</ispartof><rights>2024 The Authors</rights><rights>Copyright © 2024 The Authors. Published by Elsevier B.V. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1893-c065818398e527396283c52cb9f7682dc35dfe097fa8d837dd86086e82a7398a3</cites><orcidid>0000-0002-7152-6902 ; 0000-0001-8749-9737 ; 0000-0002-8008-5096 ; 0000-0001-5201-172X ; 0000-0003-4472-1179 ; 0009-0008-9609-3681 ; 0000-0003-0790-892X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0939475324004654$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65534</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39833013$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Giraudo, Maria Teresa</creatorcontrib><creatorcontrib>Milani, Lorenzo</creatorcontrib><creatorcontrib>Padroni, Lisa</creatorcontrib><creatorcontrib>Sieri, Sabina</creatorcontrib><creatorcontrib>Agnoli, Claudia</creatorcontrib><creatorcontrib>Simeon, Vittorio</creatorcontrib><creatorcontrib>Fordellone, Mario</creatorcontrib><creatorcontrib>Ricceri, Fulvio</creatorcontrib><creatorcontrib>Sacerdote, Carlotta</creatorcontrib><title>Increased risk of coronary artery diseases in overweight and obese individuals is partially mediated by chronic inflammation: The EPICOR study</title><title>Nutrition, metabolism, and cardiovascular diseases</title><addtitle>Nutr Metab Cardiovasc Dis</addtitle><description>It is well known that being overweight or obese is a risk factor for coronary artery disease (CAD). At the same time, belonging to these categories indirectly influences other risk factors like hypertension, diabetes or dyslipidemia also through a chronic inflammation condition. The aim of this study was to establish to which extent the effect of body mass index (BMI) on CAD risk can be explained by the chronic inflammation degree, using a statistical mediation model.
The present study used data from EPICOR, the cardiovascular branch of the EPIC Italy (European Investigation into Cancer and Nutrition) study. We employed a case-cohort design including 1416 participants with 622 incident CAD cases (major coronary events, myocardial infarction). Acute phase reactant C-reactive protein (CRP) and Plasminogen Activator Inhibitor-1 (PAI-1), were measured at baseline. A mediation analysis was performed to establish to which extent the effect of BMI on CAD risk can be explained by the inflammation degree expressed by the levels of both CRP and PAI-1.
Using a fully adjusted survival model individuals in the second and third BMI categories had increased hazard ratios for CAD compared to the first BMI category. Mediation analysis revealed significant direct and indirect effects of BMI on CAD risk through inflammation, and results were consistent across gender and with waist-to-hip ratio analyses.
Chronic inflammation might explain part of the increased risk of CAD due to more or less severe excess weight, in a robust statistical mediation model.
•Excess weight is a direct and indirect risk factor for coronary artery diseases.•A case-cohort study investigates the mediation role of inflammation in excess weight and CAD.•PAI-1 and CRP proteins are employed as markers of systemic inflammation.•Chronic inflammation explains a portion of the CAD increased risk for excess weight.</description><subject>Biomarkers</subject><subject>body mass index</subject><subject>C-reactive protein</subject><subject>coronary artery disease</subject><subject>coronary vessels</subject><subject>diabetes</subject><subject>gender</subject><subject>hyperlipidemia</subject><subject>hypertension</subject><subject>inflammation</subject><subject>Inflammation index</subject><subject>Italy</subject><subject>Mediation analysis</subject><subject>metabolism</subject><subject>myocardial infarction</subject><subject>nutrition</subject><subject>overweight</subject><subject>plasminogen activator inhibitors</subject><subject>risk factors</subject><subject>Time-varying indirect effect</subject><subject>waist-to-hip ratio</subject><issn>0939-4753</issn><issn>1590-3729</issn><issn>1590-3729</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><recordid>eNqNkUGLFDEQhYMo7rj6D0Ry9NJjkup0Jx4EGVYdWFiR9RwySbWTsbszJt0j8yf8zWbo1aN4Kii-94p6j5CXnK05482bw3qcB3R-LZioywoU8EdkxaVmFbRCPyYrpkFXdSvhijzL-cAYtAzqp-QKtAJgHFbk13Z0CW1GT1PI32nsqIspjjadqU0TluFDvgCZhpHGE6afGL7tJ2pHT-MOM5a9D6fgZ9sXJtNj0QXb92c6oA92Kta7M3X74hpcgbveDoOdQhzf0vs90pvP283dF5qn2Z-fkyddscEXD_OafP1wc7_5VN3efdxu3t9WjisNlWONVFyVN1CKFnQjFDgp3E53baOEdyB9h0y3nVVeQeu9aphqUAlbaGXhmrxefI8p_pgxT2YI2WHf2xHjnA3wcqARUDf_gcpWSpCiLmi9oC7FnBN25pjCUKI0nJlLaeZgltLMpTSzlFZkrx4uzLsS2V_Rn5YK8G4BsERyCphMdgFHV-JN6CbjY_j3hd8jH6q1</recordid><startdate>20241228</startdate><enddate>20241228</enddate><creator>Giraudo, Maria Teresa</creator><creator>Milani, Lorenzo</creator><creator>Padroni, Lisa</creator><creator>Sieri, Sabina</creator><creator>Agnoli, Claudia</creator><creator>Simeon, Vittorio</creator><creator>Fordellone, Mario</creator><creator>Ricceri, Fulvio</creator><creator>Sacerdote, Carlotta</creator><general>Elsevier B.V</general><scope>6I.</scope><scope>AAFTH</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7S9</scope><scope>L.6</scope><orcidid>https://orcid.org/0000-0002-7152-6902</orcidid><orcidid>https://orcid.org/0000-0001-8749-9737</orcidid><orcidid>https://orcid.org/0000-0002-8008-5096</orcidid><orcidid>https://orcid.org/0000-0001-5201-172X</orcidid><orcidid>https://orcid.org/0000-0003-4472-1179</orcidid><orcidid>https://orcid.org/0009-0008-9609-3681</orcidid><orcidid>https://orcid.org/0000-0003-0790-892X</orcidid></search><sort><creationdate>20241228</creationdate><title>Increased risk of coronary artery diseases in overweight and obese individuals is partially mediated by chronic inflammation: The EPICOR study</title><author>Giraudo, Maria Teresa ; Milani, Lorenzo ; Padroni, Lisa ; Sieri, Sabina ; Agnoli, Claudia ; Simeon, Vittorio ; Fordellone, Mario ; Ricceri, Fulvio ; Sacerdote, Carlotta</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1893-c065818398e527396283c52cb9f7682dc35dfe097fa8d837dd86086e82a7398a3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Biomarkers</topic><topic>body mass index</topic><topic>C-reactive protein</topic><topic>coronary artery disease</topic><topic>coronary vessels</topic><topic>diabetes</topic><topic>gender</topic><topic>hyperlipidemia</topic><topic>hypertension</topic><topic>inflammation</topic><topic>Inflammation index</topic><topic>Italy</topic><topic>Mediation analysis</topic><topic>metabolism</topic><topic>myocardial infarction</topic><topic>nutrition</topic><topic>overweight</topic><topic>plasminogen activator inhibitors</topic><topic>risk factors</topic><topic>Time-varying indirect effect</topic><topic>waist-to-hip ratio</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Giraudo, Maria Teresa</creatorcontrib><creatorcontrib>Milani, Lorenzo</creatorcontrib><creatorcontrib>Padroni, Lisa</creatorcontrib><creatorcontrib>Sieri, Sabina</creatorcontrib><creatorcontrib>Agnoli, Claudia</creatorcontrib><creatorcontrib>Simeon, Vittorio</creatorcontrib><creatorcontrib>Fordellone, Mario</creatorcontrib><creatorcontrib>Ricceri, Fulvio</creatorcontrib><creatorcontrib>Sacerdote, Carlotta</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>AGRICOLA</collection><collection>AGRICOLA - Academic</collection><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Giraudo, Maria Teresa</au><au>Milani, Lorenzo</au><au>Padroni, Lisa</au><au>Sieri, Sabina</au><au>Agnoli, Claudia</au><au>Simeon, Vittorio</au><au>Fordellone, Mario</au><au>Ricceri, Fulvio</au><au>Sacerdote, Carlotta</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Increased risk of coronary artery diseases in overweight and obese individuals is partially mediated by chronic inflammation: The EPICOR study</atitle><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle><addtitle>Nutr Metab Cardiovasc Dis</addtitle><date>2024-12-28</date><risdate>2024</risdate><spage>103831</spage><pages>103831-</pages><artnum>103831</artnum><issn>0939-4753</issn><issn>1590-3729</issn><eissn>1590-3729</eissn><abstract>It is well known that being overweight or obese is a risk factor for coronary artery disease (CAD). At the same time, belonging to these categories indirectly influences other risk factors like hypertension, diabetes or dyslipidemia also through a chronic inflammation condition. The aim of this study was to establish to which extent the effect of body mass index (BMI) on CAD risk can be explained by the chronic inflammation degree, using a statistical mediation model.
The present study used data from EPICOR, the cardiovascular branch of the EPIC Italy (European Investigation into Cancer and Nutrition) study. We employed a case-cohort design including 1416 participants with 622 incident CAD cases (major coronary events, myocardial infarction). Acute phase reactant C-reactive protein (CRP) and Plasminogen Activator Inhibitor-1 (PAI-1), were measured at baseline. A mediation analysis was performed to establish to which extent the effect of BMI on CAD risk can be explained by the inflammation degree expressed by the levels of both CRP and PAI-1.
Using a fully adjusted survival model individuals in the second and third BMI categories had increased hazard ratios for CAD compared to the first BMI category. Mediation analysis revealed significant direct and indirect effects of BMI on CAD risk through inflammation, and results were consistent across gender and with waist-to-hip ratio analyses.
Chronic inflammation might explain part of the increased risk of CAD due to more or less severe excess weight, in a robust statistical mediation model.
•Excess weight is a direct and indirect risk factor for coronary artery diseases.•A case-cohort study investigates the mediation role of inflammation in excess weight and CAD.•PAI-1 and CRP proteins are employed as markers of systemic inflammation.•Chronic inflammation explains a portion of the CAD increased risk for excess weight.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>39833013</pmid><doi>10.1016/j.numecd.2024.103831</doi><orcidid>https://orcid.org/0000-0002-7152-6902</orcidid><orcidid>https://orcid.org/0000-0001-8749-9737</orcidid><orcidid>https://orcid.org/0000-0002-8008-5096</orcidid><orcidid>https://orcid.org/0000-0001-5201-172X</orcidid><orcidid>https://orcid.org/0000-0003-4472-1179</orcidid><orcidid>https://orcid.org/0009-0008-9609-3681</orcidid><orcidid>https://orcid.org/0000-0003-0790-892X</orcidid><oa>free_for_read</oa></addata></record> |
fulltext | fulltext |
identifier | ISSN: 0939-4753 |
ispartof | Nutrition, metabolism, and cardiovascular diseases, 2024-12, p.103831, Article 103831 |
issn | 0939-4753 1590-3729 1590-3729 |
language | eng |
recordid | cdi_proquest_miscellaneous_3157553524 |
source | Elsevier ScienceDirect Journals |
subjects | Biomarkers body mass index C-reactive protein coronary artery disease coronary vessels diabetes gender hyperlipidemia hypertension inflammation Inflammation index Italy Mediation analysis metabolism myocardial infarction nutrition overweight plasminogen activator inhibitors risk factors Time-varying indirect effect waist-to-hip ratio |
title | Increased risk of coronary artery diseases in overweight and obese individuals is partially mediated by chronic inflammation: The EPICOR study |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-19T02%3A36%3A14IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Increased%20risk%20of%20coronary%20artery%20diseases%20in%20overweight%20and%20obese%20individuals%20is%20partially%20mediated%20by%20chronic%20inflammation:%20The%20EPICOR%20study&rft.jtitle=Nutrition,%20metabolism,%20and%20cardiovascular%20diseases&rft.au=Giraudo,%20Maria%20Teresa&rft.date=2024-12-28&rft.spage=103831&rft.pages=103831-&rft.artnum=103831&rft.issn=0939-4753&rft.eissn=1590-3729&rft_id=info:doi/10.1016/j.numecd.2024.103831&rft_dat=%3Cproquest_cross%3E3157553524%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3157553524&rft_id=info:pmid/39833013&rft_els_id=S0939475324004654&rfr_iscdi=true |