Association between serum copper levels and risk of cardiovascular disease: A nested case-control study in the PREDIMED trial
Certain trace elements have been associated with increased cardiovascular risk. The aim of this study was to evaluate the association between serum copper (S–Cu) levels and the risk of a first event of cardiovascular disease (CVD) in a population of older adults with high cardiovascular risk. We con...
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creator | Muñoz-Bravo, Carlos Olmedo, Pablo Gil, Fernando Ruiz-Canela, Miguel Martínez-González, Miguel A. Martínez, María Ángeles Babio, Nancy Fitó, Montserrat del Val, Jose L. Corella, Dolores Sorlí, José V. Ros, Emilio Fiol, Miquel Estruch, Ramón Santos-Lozano, José Manuel Arós, Fernando Serra-Majem, Luis Pintó, Xavier Gómez-Gracia, Enrique Gutiérrez-Bedmar, Mario |
description | Certain trace elements have been associated with increased cardiovascular risk. The aim of this study was to evaluate the association between serum copper (S–Cu) levels and the risk of a first event of cardiovascular disease (CVD) in a population of older adults with high cardiovascular risk.
We conducted a case-control study nested within the PREDIMED trial. During a median follow-up of 4.8 years, a total of 207 incident cases diagnosed with CVD were matched for sex, age, and intervention group with 436 controls. Personal interviews, reviews of medical records, and validated questionnaires were used to assess known CVD risk factors. Biological serum samples were collected annually. Inductively coupled plasma mass spectrometry analysis was used to determine S–Cu levels. Adjusted odds ratios were calculated using multivariate conditional logistic regression models. All participants had S–Cu levels within the reference values, 750 μg/L to 1450 μg/L. Among men, but not among women, the mean S–Cu concentration was higher in cases 1014.1 μg/L than in controls 959.3 μg/L; (p = 0.004). In men, the multivariable-adjusted odds ratio for CVD was 2.36 (95% CI 1.07–5.20 for the comparison of the highest vs. the lowest quartile; p for trend = 0.02), in women, it was 0.43 (95% CI 0.11–1.70; p for trend = 0.165).
In older Spanish men with high cardiovascular risk, a significant association was observed between high S–Cu levels, but still within the reference values, and an increased risk of a first event of CVD. Our findings suggest a sex difference in CVD risk and S–Cu levels. To confirm this relationship and to analyze the differences observed between men and women, further studies are needed.
•First study conducted in men and women from a southern European country.•Serum copper was associated with an increased risk of cardiovascular disease in men.•An inverse association was observed between fruit and fish consumption and serum copper levels. |
doi_str_mv | 10.1016/j.numecd.2023.07.008 |
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We conducted a case-control study nested within the PREDIMED trial. During a median follow-up of 4.8 years, a total of 207 incident cases diagnosed with CVD were matched for sex, age, and intervention group with 436 controls. Personal interviews, reviews of medical records, and validated questionnaires were used to assess known CVD risk factors. Biological serum samples were collected annually. Inductively coupled plasma mass spectrometry analysis was used to determine S–Cu levels. Adjusted odds ratios were calculated using multivariate conditional logistic regression models. All participants had S–Cu levels within the reference values, 750 μg/L to 1450 μg/L. Among men, but not among women, the mean S–Cu concentration was higher in cases 1014.1 μg/L than in controls 959.3 μg/L; (p = 0.004). In men, the multivariable-adjusted odds ratio for CVD was 2.36 (95% CI 1.07–5.20 for the comparison of the highest vs. the lowest quartile; p for trend = 0.02), in women, it was 0.43 (95% CI 0.11–1.70; p for trend = 0.165).
In older Spanish men with high cardiovascular risk, a significant association was observed between high S–Cu levels, but still within the reference values, and an increased risk of a first event of CVD. Our findings suggest a sex difference in CVD risk and S–Cu levels. To confirm this relationship and to analyze the differences observed between men and women, further studies are needed.
•First study conducted in men and women from a southern European country.•Serum copper was associated with an increased risk of cardiovascular disease in men.•An inverse association was observed between fruit and fish consumption and serum copper levels.</description><identifier>ISSN: 0939-4753</identifier><identifier>EISSN: 1590-3729</identifier><identifier>DOI: 10.1016/j.numecd.2023.07.008</identifier><identifier>PMID: 37580236</identifier><language>eng</language><publisher>Netherlands: Elsevier B.V</publisher><subject>atomic absorption spectrometry ; blood serum ; Cardiovascular diseases ; case-control studies ; copper ; Infarction ; metabolism ; nutrition ; odds ratio ; PREDIMED ; regression analysis ; risk ; Serum copper ; Stroke ; Trace elements</subject><ispartof>Nutrition, metabolism, and cardiovascular diseases, 2023-11, Vol.33 (11), p.2199-2208</ispartof><rights>2023 The Authors</rights><rights>Copyright © 2023 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-c390t-fdd456f12d2fcfcbcb08d14f5906e6b9d41d6b38b21ebba45cb3e55ce3affa423</cites><orcidid>0000-0002-9658-9061 ; 0000-0001-8337-7185 ; 0000-0002-2573-1294 ; 0000-0002-1281-5798 ; 0000-0002-9949-8691 ; 0000-0002-0130-2006 ; 0000-0002-3917-9808 ; 0000-0003-0898-8212 ; 0000-0001-5022-6495</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0939475323002776$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/37580236$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Muñoz-Bravo, Carlos</creatorcontrib><creatorcontrib>Olmedo, Pablo</creatorcontrib><creatorcontrib>Gil, Fernando</creatorcontrib><creatorcontrib>Ruiz-Canela, Miguel</creatorcontrib><creatorcontrib>Martínez-González, Miguel A.</creatorcontrib><creatorcontrib>Martínez, María Ángeles</creatorcontrib><creatorcontrib>Babio, Nancy</creatorcontrib><creatorcontrib>Fitó, Montserrat</creatorcontrib><creatorcontrib>del Val, Jose L.</creatorcontrib><creatorcontrib>Corella, Dolores</creatorcontrib><creatorcontrib>Sorlí, José V.</creatorcontrib><creatorcontrib>Ros, Emilio</creatorcontrib><creatorcontrib>Fiol, Miquel</creatorcontrib><creatorcontrib>Estruch, Ramón</creatorcontrib><creatorcontrib>Santos-Lozano, José Manuel</creatorcontrib><creatorcontrib>Arós, Fernando</creatorcontrib><creatorcontrib>Serra-Majem, Luis</creatorcontrib><creatorcontrib>Pintó, Xavier</creatorcontrib><creatorcontrib>Gómez-Gracia, Enrique</creatorcontrib><creatorcontrib>Gutiérrez-Bedmar, Mario</creatorcontrib><title>Association between serum copper levels and risk of cardiovascular disease: A nested case-control study in the PREDIMED trial</title><title>Nutrition, metabolism, and cardiovascular diseases</title><addtitle>Nutr Metab Cardiovasc Dis</addtitle><description>Certain trace elements have been associated with increased cardiovascular risk. The aim of this study was to evaluate the association between serum copper (S–Cu) levels and the risk of a first event of cardiovascular disease (CVD) in a population of older adults with high cardiovascular risk.
We conducted a case-control study nested within the PREDIMED trial. During a median follow-up of 4.8 years, a total of 207 incident cases diagnosed with CVD were matched for sex, age, and intervention group with 436 controls. Personal interviews, reviews of medical records, and validated questionnaires were used to assess known CVD risk factors. Biological serum samples were collected annually. Inductively coupled plasma mass spectrometry analysis was used to determine S–Cu levels. Adjusted odds ratios were calculated using multivariate conditional logistic regression models. All participants had S–Cu levels within the reference values, 750 μg/L to 1450 μg/L. Among men, but not among women, the mean S–Cu concentration was higher in cases 1014.1 μg/L than in controls 959.3 μg/L; (p = 0.004). In men, the multivariable-adjusted odds ratio for CVD was 2.36 (95% CI 1.07–5.20 for the comparison of the highest vs. the lowest quartile; p for trend = 0.02), in women, it was 0.43 (95% CI 0.11–1.70; p for trend = 0.165).
In older Spanish men with high cardiovascular risk, a significant association was observed between high S–Cu levels, but still within the reference values, and an increased risk of a first event of CVD. Our findings suggest a sex difference in CVD risk and S–Cu levels. To confirm this relationship and to analyze the differences observed between men and women, further studies are needed.
•First study conducted in men and women from a southern European country.•Serum copper was associated with an increased risk of cardiovascular disease in men.•An inverse association was observed between fruit and fish consumption and serum copper levels.</description><subject>atomic absorption spectrometry</subject><subject>blood serum</subject><subject>Cardiovascular diseases</subject><subject>case-control studies</subject><subject>copper</subject><subject>Infarction</subject><subject>metabolism</subject><subject>nutrition</subject><subject>odds ratio</subject><subject>PREDIMED</subject><subject>regression analysis</subject><subject>risk</subject><subject>Serum copper</subject><subject>Stroke</subject><subject>Trace elements</subject><issn>0939-4753</issn><issn>1590-3729</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNqFkUtv1DAURi0EokPhHyDkJZukdmznwQJp1A5QqQiEYG35cS08JPHgmwzqgv-Oqyldwupuzndfh5CXnNWc8fZiX8_rBM7XDWtEzbqasf4R2XA1sEp0zfCYbNgghkp2SpyRZ4h7xkTHhHxKzkSn-pJqN-T3FjG5aJaYZmph-QUwU4S8TtSlwwEyHeEII1Ize5oj_qApUGeyj-lo0K2jydRHBIPwhm7pDLiALwBC5dK85DRSXFZ_S-NMl-9AP3_ZXV1_3F3RJUczPidPghkRXtzXc_Lt3e7r5Yfq5tP768vtTeXEwJYqeC9VG3jjm-CCs86y3nMZyqkttHbwkvvWit42HKw1UjkrQCkHwoRgZCPOyetT30NOP9eyo54iOhhHM0NaUTd937VMDeU9_0cV51LyRhVUnlCXE2KGoA85Tibfas70nSO91ydH-s6RZp0ujkrs1f2E1U7gH0J_pRTg7Qkof4djhKzRRZgd-JjBLdqn-O8JfwAAg6aD</recordid><startdate>20231101</startdate><enddate>20231101</enddate><creator>Muñoz-Bravo, Carlos</creator><creator>Olmedo, Pablo</creator><creator>Gil, Fernando</creator><creator>Ruiz-Canela, Miguel</creator><creator>Martínez-González, Miguel A.</creator><creator>Martínez, María Ángeles</creator><creator>Babio, Nancy</creator><creator>Fitó, Montserrat</creator><creator>del Val, Jose L.</creator><creator>Corella, Dolores</creator><creator>Sorlí, José V.</creator><creator>Ros, Emilio</creator><creator>Fiol, Miquel</creator><creator>Estruch, Ramón</creator><creator>Santos-Lozano, José Manuel</creator><creator>Arós, Fernando</creator><creator>Serra-Majem, Luis</creator><creator>Pintó, Xavier</creator><creator>Gómez-Gracia, Enrique</creator><creator>Gutiérrez-Bedmar, Mario</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/0000-0002-9658-9061</orcidid><orcidid>https://orcid.org/0000-0001-8337-7185</orcidid><orcidid>https://orcid.org/0000-0002-2573-1294</orcidid><orcidid>https://orcid.org/0000-0002-1281-5798</orcidid><orcidid>https://orcid.org/0000-0002-9949-8691</orcidid><orcidid>https://orcid.org/0000-0002-0130-2006</orcidid><orcidid>https://orcid.org/0000-0002-3917-9808</orcidid><orcidid>https://orcid.org/0000-0003-0898-8212</orcidid><orcidid>https://orcid.org/0000-0001-5022-6495</orcidid></search><sort><creationdate>20231101</creationdate><title>Association between serum copper levels and risk of cardiovascular disease: A nested case-control study in the PREDIMED trial</title><author>Muñoz-Bravo, Carlos ; Olmedo, Pablo ; Gil, Fernando ; Ruiz-Canela, Miguel ; Martínez-González, Miguel A. ; Martínez, María Ángeles ; Babio, Nancy ; Fitó, Montserrat ; del Val, Jose L. ; Corella, Dolores ; Sorlí, José V. ; Ros, Emilio ; Fiol, Miquel ; Estruch, Ramón ; Santos-Lozano, José Manuel ; Arós, Fernando ; Serra-Majem, Luis ; Pintó, Xavier ; Gómez-Gracia, Enrique ; Gutiérrez-Bedmar, Mario</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c390t-fdd456f12d2fcfcbcb08d14f5906e6b9d41d6b38b21ebba45cb3e55ce3affa423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>atomic absorption spectrometry</topic><topic>blood serum</topic><topic>Cardiovascular diseases</topic><topic>case-control studies</topic><topic>copper</topic><topic>Infarction</topic><topic>metabolism</topic><topic>nutrition</topic><topic>odds ratio</topic><topic>PREDIMED</topic><topic>regression analysis</topic><topic>risk</topic><topic>Serum copper</topic><topic>Stroke</topic><topic>Trace elements</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Muñoz-Bravo, Carlos</creatorcontrib><creatorcontrib>Olmedo, Pablo</creatorcontrib><creatorcontrib>Gil, Fernando</creatorcontrib><creatorcontrib>Ruiz-Canela, Miguel</creatorcontrib><creatorcontrib>Martínez-González, Miguel A.</creatorcontrib><creatorcontrib>Martínez, María Ángeles</creatorcontrib><creatorcontrib>Babio, Nancy</creatorcontrib><creatorcontrib>Fitó, Montserrat</creatorcontrib><creatorcontrib>del Val, Jose L.</creatorcontrib><creatorcontrib>Corella, Dolores</creatorcontrib><creatorcontrib>Sorlí, José V.</creatorcontrib><creatorcontrib>Ros, Emilio</creatorcontrib><creatorcontrib>Fiol, Miquel</creatorcontrib><creatorcontrib>Estruch, Ramón</creatorcontrib><creatorcontrib>Santos-Lozano, José Manuel</creatorcontrib><creatorcontrib>Arós, Fernando</creatorcontrib><creatorcontrib>Serra-Majem, Luis</creatorcontrib><creatorcontrib>Pintó, Xavier</creatorcontrib><creatorcontrib>Gómez-Gracia, Enrique</creatorcontrib><creatorcontrib>Gutiérrez-Bedmar, Mario</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>Muñoz-Bravo, Carlos</au><au>Olmedo, Pablo</au><au>Gil, Fernando</au><au>Ruiz-Canela, Miguel</au><au>Martínez-González, Miguel A.</au><au>Martínez, María Ángeles</au><au>Babio, Nancy</au><au>Fitó, Montserrat</au><au>del Val, Jose L.</au><au>Corella, Dolores</au><au>Sorlí, José V.</au><au>Ros, Emilio</au><au>Fiol, Miquel</au><au>Estruch, Ramón</au><au>Santos-Lozano, José Manuel</au><au>Arós, Fernando</au><au>Serra-Majem, Luis</au><au>Pintó, Xavier</au><au>Gómez-Gracia, Enrique</au><au>Gutiérrez-Bedmar, Mario</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Association between serum copper levels and risk of cardiovascular disease: A nested case-control study in the PREDIMED trial</atitle><jtitle>Nutrition, metabolism, and cardiovascular diseases</jtitle><addtitle>Nutr Metab Cardiovasc Dis</addtitle><date>2023-11-01</date><risdate>2023</risdate><volume>33</volume><issue>11</issue><spage>2199</spage><epage>2208</epage><pages>2199-2208</pages><issn>0939-4753</issn><eissn>1590-3729</eissn><abstract>Certain trace elements have been associated with increased cardiovascular risk. The aim of this study was to evaluate the association between serum copper (S–Cu) levels and the risk of a first event of cardiovascular disease (CVD) in a population of older adults with high cardiovascular risk.
We conducted a case-control study nested within the PREDIMED trial. During a median follow-up of 4.8 years, a total of 207 incident cases diagnosed with CVD were matched for sex, age, and intervention group with 436 controls. Personal interviews, reviews of medical records, and validated questionnaires were used to assess known CVD risk factors. Biological serum samples were collected annually. Inductively coupled plasma mass spectrometry analysis was used to determine S–Cu levels. Adjusted odds ratios were calculated using multivariate conditional logistic regression models. All participants had S–Cu levels within the reference values, 750 μg/L to 1450 μg/L. Among men, but not among women, the mean S–Cu concentration was higher in cases 1014.1 μg/L than in controls 959.3 μg/L; (p = 0.004). In men, the multivariable-adjusted odds ratio for CVD was 2.36 (95% CI 1.07–5.20 for the comparison of the highest vs. the lowest quartile; p for trend = 0.02), in women, it was 0.43 (95% CI 0.11–1.70; p for trend = 0.165).
In older Spanish men with high cardiovascular risk, a significant association was observed between high S–Cu levels, but still within the reference values, and an increased risk of a first event of CVD. Our findings suggest a sex difference in CVD risk and S–Cu levels. To confirm this relationship and to analyze the differences observed between men and women, further studies are needed.
•First study conducted in men and women from a southern European country.•Serum copper was associated with an increased risk of cardiovascular disease in men.•An inverse association was observed between fruit and fish consumption and serum copper levels.</abstract><cop>Netherlands</cop><pub>Elsevier B.V</pub><pmid>37580236</pmid><doi>10.1016/j.numecd.2023.07.008</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-9658-9061</orcidid><orcidid>https://orcid.org/0000-0001-8337-7185</orcidid><orcidid>https://orcid.org/0000-0002-2573-1294</orcidid><orcidid>https://orcid.org/0000-0002-1281-5798</orcidid><orcidid>https://orcid.org/0000-0002-9949-8691</orcidid><orcidid>https://orcid.org/0000-0002-0130-2006</orcidid><orcidid>https://orcid.org/0000-0002-3917-9808</orcidid><orcidid>https://orcid.org/0000-0003-0898-8212</orcidid><orcidid>https://orcid.org/0000-0001-5022-6495</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | atomic absorption spectrometry blood serum Cardiovascular diseases case-control studies copper Infarction metabolism nutrition odds ratio PREDIMED regression analysis risk Serum copper Stroke Trace elements |
title | Association between serum copper levels and risk of cardiovascular disease: A nested case-control study in the PREDIMED trial |
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