Levels and determinants of urinary cadmium in general population in Spain: Metal-MCC-Spain study
Cadmium is a ubiquitous and persistent metal, associated with different harmful health effects and with increased morbidity and mortality. Understanding the main sources of exposure is essential to identify at risk populations and to design public health interventions. To evaluate cadmium exposure i...
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creator | Blanco Muñoz, Julia Lope, Virginia Fernández de Larrea-Baz, Nerea Gómez-Ariza, José Luis Dierssen-Sotos, Trinidad Fernández-Tardón, Guillermo Aragonés, Nuria Amiano, Pilar Gómez-Acebo, Inés Tardón, Adonina Grau-Pérez, María García-Barrera, Tamara Kogevinas, Manolis Pollán, Marina Pérez-Gómez, Beatriz |
description | Cadmium is a ubiquitous and persistent metal, associated with different harmful health effects and with increased morbidity and mortality. Understanding the main sources of exposure is essential to identify at risk populations and to design public health interventions.
To evaluate cadmium exposure in a random-sample of general adult population from three regions of Spain, assessed by the urinary cadmium (U–Cd) concentration, and to identify its potential determinants and sex-specific differences, including sociodemographic, lifestyle and dietary factors.
We measured U–Cd (μg/g creatinine) in single urine spot samples from 1282 controls enrolled in the multicase-control study in common tumors in Spain (MCC-Spain) with inductively coupling plasma-mass spectrometry equipped with an octopole reaction systems (ICP-ORS-MS). The association between sociodemographic, lifestyle, and dietary characteristics and U–Cd concentrations was evaluated using geometric mean ratios (GMR) estimated by multiple log-linear regression models.
Overall, geometric mean U–Cd concentration was 0.40 (95%CI: 0.38, 0.41) μg/g creatinine. Levels were higher in women than in men (GMR]: 1.19; 95%CI: 1.07, 1.32), and increased with age in males (ptrend< 0.001). Cigarette smoking was clearly associated to U–Cd levels (GMRformer vs non-smokers: 1.16; 95%CI: 1.05, 1.29; GMRcurrent vs non-smokers: 1.42; 95%CI: 1.26, 1.60); the relationship with secondhand tobacco exposure in non-smokers, was restricted to women (pinteraction = 0.02). Sampling season and region also seemed to influence U–Cd concentrations, with lower levels in summer (GMRsummer vs average: 0.79; 95%CI: 0.71, 0.88), and higher levels in North-Spain Asturias (GMRAsturias vs average: 1.13; 95%CI: 1.04, 1.23). Regarding diet, higher U–Cd concentration was associated with eggs consumption only in men (pinteraction = 0.04), just as rice intake was associated in women (pinteraction = 0.03). Conclusion: These results confirmed that tobacco exposure is the main modifiable predictor of U–Cd concentrations, and remark that the role of dietary/sociodemographic factors on U–Cd levels may differ by sex.
•Smoking status is the main modifiable predictor of U-Cd concentrations.•Secondhand smoke exposure could be an important source of cadmium exposure in women.•Dietary variables explain a small proportion of total variation in U-Cd levels.•Regional/seasonal differences in U-Cd levels suggest environmental factors involved. |
doi_str_mv | 10.1016/j.envres.2022.112959 |
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To evaluate cadmium exposure in a random-sample of general adult population from three regions of Spain, assessed by the urinary cadmium (U–Cd) concentration, and to identify its potential determinants and sex-specific differences, including sociodemographic, lifestyle and dietary factors.
We measured U–Cd (μg/g creatinine) in single urine spot samples from 1282 controls enrolled in the multicase-control study in common tumors in Spain (MCC-Spain) with inductively coupling plasma-mass spectrometry equipped with an octopole reaction systems (ICP-ORS-MS). The association between sociodemographic, lifestyle, and dietary characteristics and U–Cd concentrations was evaluated using geometric mean ratios (GMR) estimated by multiple log-linear regression models.
Overall, geometric mean U–Cd concentration was 0.40 (95%CI: 0.38, 0.41) μg/g creatinine. Levels were higher in women than in men (GMR]: 1.19; 95%CI: 1.07, 1.32), and increased with age in males (ptrend< 0.001). Cigarette smoking was clearly associated to U–Cd levels (GMRformer vs non-smokers: 1.16; 95%CI: 1.05, 1.29; GMRcurrent vs non-smokers: 1.42; 95%CI: 1.26, 1.60); the relationship with secondhand tobacco exposure in non-smokers, was restricted to women (pinteraction = 0.02). Sampling season and region also seemed to influence U–Cd concentrations, with lower levels in summer (GMRsummer vs average: 0.79; 95%CI: 0.71, 0.88), and higher levels in North-Spain Asturias (GMRAsturias vs average: 1.13; 95%CI: 1.04, 1.23). Regarding diet, higher U–Cd concentration was associated with eggs consumption only in men (pinteraction = 0.04), just as rice intake was associated in women (pinteraction = 0.03). Conclusion: These results confirmed that tobacco exposure is the main modifiable predictor of U–Cd concentrations, and remark that the role of dietary/sociodemographic factors on U–Cd levels may differ by sex.
•Smoking status is the main modifiable predictor of U-Cd concentrations.•Secondhand smoke exposure could be an important source of cadmium exposure in women.•Dietary variables explain a small proportion of total variation in U-Cd levels.•Regional/seasonal differences in U-Cd levels suggest environmental factors involved.</description><identifier>ISSN: 0013-9351</identifier><identifier>EISSN: 1096-0953</identifier><identifier>DOI: 10.1016/j.envres.2022.112959</identifier><identifier>PMID: 35189102</identifier><language>eng</language><publisher>Netherlands: Elsevier Inc</publisher><subject>Biomarker ; Case-control study ; Diet ; Life Sciences ; Smoking ; Sociodemographic factors ; Urine-cadmium</subject><ispartof>Environmental research, 2022-07, Vol.210, p.112959-112959, Article 112959</ispartof><rights>2022 Elsevier Inc.</rights><rights>Copyright © 2022 Elsevier Inc. All rights reserved.</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c396t-28d82c32ab94a20f1fbd7f7157c4582c8eb7dc0253c3e85856a81594f10f6c6e3</citedby><cites>FETCH-LOGICAL-c396t-28d82c32ab94a20f1fbd7f7157c4582c8eb7dc0253c3e85856a81594f10f6c6e3</cites><orcidid>0000-0002-4328-1565 ; 0000-0002-4299-8214 ; 0000-0003-0983-2156 ; 0000-0002-6986-4021 ; 0000-0002-3352-8632 ; 0000-0001-5150-1209</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0013935122002869$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35189102$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04105027$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Blanco Muñoz, Julia</creatorcontrib><creatorcontrib>Lope, Virginia</creatorcontrib><creatorcontrib>Fernández de Larrea-Baz, Nerea</creatorcontrib><creatorcontrib>Gómez-Ariza, José Luis</creatorcontrib><creatorcontrib>Dierssen-Sotos, Trinidad</creatorcontrib><creatorcontrib>Fernández-Tardón, Guillermo</creatorcontrib><creatorcontrib>Aragonés, Nuria</creatorcontrib><creatorcontrib>Amiano, Pilar</creatorcontrib><creatorcontrib>Gómez-Acebo, Inés</creatorcontrib><creatorcontrib>Tardón, Adonina</creatorcontrib><creatorcontrib>Grau-Pérez, María</creatorcontrib><creatorcontrib>García-Barrera, Tamara</creatorcontrib><creatorcontrib>Kogevinas, Manolis</creatorcontrib><creatorcontrib>Pollán, Marina</creatorcontrib><creatorcontrib>Pérez-Gómez, Beatriz</creatorcontrib><title>Levels and determinants of urinary cadmium in general population in Spain: Metal-MCC-Spain study</title><title>Environmental research</title><addtitle>Environ Res</addtitle><description>Cadmium is a ubiquitous and persistent metal, associated with different harmful health effects and with increased morbidity and mortality. Understanding the main sources of exposure is essential to identify at risk populations and to design public health interventions.
To evaluate cadmium exposure in a random-sample of general adult population from three regions of Spain, assessed by the urinary cadmium (U–Cd) concentration, and to identify its potential determinants and sex-specific differences, including sociodemographic, lifestyle and dietary factors.
We measured U–Cd (μg/g creatinine) in single urine spot samples from 1282 controls enrolled in the multicase-control study in common tumors in Spain (MCC-Spain) with inductively coupling plasma-mass spectrometry equipped with an octopole reaction systems (ICP-ORS-MS). The association between sociodemographic, lifestyle, and dietary characteristics and U–Cd concentrations was evaluated using geometric mean ratios (GMR) estimated by multiple log-linear regression models.
Overall, geometric mean U–Cd concentration was 0.40 (95%CI: 0.38, 0.41) μg/g creatinine. Levels were higher in women than in men (GMR]: 1.19; 95%CI: 1.07, 1.32), and increased with age in males (ptrend< 0.001). Cigarette smoking was clearly associated to U–Cd levels (GMRformer vs non-smokers: 1.16; 95%CI: 1.05, 1.29; GMRcurrent vs non-smokers: 1.42; 95%CI: 1.26, 1.60); the relationship with secondhand tobacco exposure in non-smokers, was restricted to women (pinteraction = 0.02). Sampling season and region also seemed to influence U–Cd concentrations, with lower levels in summer (GMRsummer vs average: 0.79; 95%CI: 0.71, 0.88), and higher levels in North-Spain Asturias (GMRAsturias vs average: 1.13; 95%CI: 1.04, 1.23). Regarding diet, higher U–Cd concentration was associated with eggs consumption only in men (pinteraction = 0.04), just as rice intake was associated in women (pinteraction = 0.03). Conclusion: These results confirmed that tobacco exposure is the main modifiable predictor of U–Cd concentrations, and remark that the role of dietary/sociodemographic factors on U–Cd levels may differ by sex.
•Smoking status is the main modifiable predictor of U-Cd concentrations.•Secondhand smoke exposure could be an important source of cadmium exposure in women.•Dietary variables explain a small proportion of total variation in U-Cd levels.•Regional/seasonal differences in U-Cd levels suggest environmental factors involved.</description><subject>Biomarker</subject><subject>Case-control study</subject><subject>Diet</subject><subject>Life Sciences</subject><subject>Smoking</subject><subject>Sociodemographic factors</subject><subject>Urine-cadmium</subject><issn>0013-9351</issn><issn>1096-0953</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><recordid>eNp9kU1v1DAQhi0EokvhHyDkIxyyeOzYiTkgVStokbbiAJyN156AV4kT7GSl_nu8pO2Rk8fvPPOheQl5DWwLDNT74xbjKWHecsb5FoBrqZ-QDTCtKqaleEo2jIGotJBwQV7kfCxfkII9JxdFajUwviE_93jCPlMbPfU4YxpCtHHOdOzokkqc7qizfgjLQEOkvzBisj2dxmnp7RzGeFa_TTbED_QWZ9tXt7td9U-geV783UvyrLN9xlf37yX58fnT991Ntf96_WV3ta-c0GqueOtb7gS3B11bzjroDr7pGpCNq2XJtHhovGNcCiewla1UtgWp6w5Yp5xCcUnerX1_295MKQxlczPaYG6u9uassRqYZLw5QWHfruyUxj8L5tkMITvsextxXLLhSkCrFBO6oPWKujTmnLB77A3MnH0wR7P6YM4-mNWHUvbmfsJyGNA_Fj0cvgAfV6AcH08Bk8kuYHToQ0I3Gz-G_0_4C6Q2mfI</recordid><startdate>202207</startdate><enddate>202207</enddate><creator>Blanco Muñoz, Julia</creator><creator>Lope, Virginia</creator><creator>Fernández de Larrea-Baz, Nerea</creator><creator>Gómez-Ariza, José Luis</creator><creator>Dierssen-Sotos, Trinidad</creator><creator>Fernández-Tardón, Guillermo</creator><creator>Aragonés, Nuria</creator><creator>Amiano, Pilar</creator><creator>Gómez-Acebo, Inés</creator><creator>Tardón, Adonina</creator><creator>Grau-Pérez, María</creator><creator>García-Barrera, Tamara</creator><creator>Kogevinas, Manolis</creator><creator>Pollán, Marina</creator><creator>Pérez-Gómez, Beatriz</creator><general>Elsevier Inc</general><general>Elsevier</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>1XC</scope><orcidid>https://orcid.org/0000-0002-4328-1565</orcidid><orcidid>https://orcid.org/0000-0002-4299-8214</orcidid><orcidid>https://orcid.org/0000-0003-0983-2156</orcidid><orcidid>https://orcid.org/0000-0002-6986-4021</orcidid><orcidid>https://orcid.org/0000-0002-3352-8632</orcidid><orcidid>https://orcid.org/0000-0001-5150-1209</orcidid></search><sort><creationdate>202207</creationdate><title>Levels and determinants of urinary cadmium in general population in Spain: Metal-MCC-Spain study</title><author>Blanco Muñoz, Julia ; Lope, Virginia ; Fernández de Larrea-Baz, Nerea ; Gómez-Ariza, José Luis ; Dierssen-Sotos, Trinidad ; Fernández-Tardón, Guillermo ; Aragonés, Nuria ; Amiano, Pilar ; Gómez-Acebo, Inés ; Tardón, Adonina ; Grau-Pérez, María ; García-Barrera, Tamara ; Kogevinas, Manolis ; Pollán, Marina ; Pérez-Gómez, Beatriz</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c396t-28d82c32ab94a20f1fbd7f7157c4582c8eb7dc0253c3e85856a81594f10f6c6e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Biomarker</topic><topic>Case-control study</topic><topic>Diet</topic><topic>Life Sciences</topic><topic>Smoking</topic><topic>Sociodemographic factors</topic><topic>Urine-cadmium</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Blanco Muñoz, Julia</creatorcontrib><creatorcontrib>Lope, Virginia</creatorcontrib><creatorcontrib>Fernández de Larrea-Baz, Nerea</creatorcontrib><creatorcontrib>Gómez-Ariza, José Luis</creatorcontrib><creatorcontrib>Dierssen-Sotos, Trinidad</creatorcontrib><creatorcontrib>Fernández-Tardón, Guillermo</creatorcontrib><creatorcontrib>Aragonés, Nuria</creatorcontrib><creatorcontrib>Amiano, Pilar</creatorcontrib><creatorcontrib>Gómez-Acebo, Inés</creatorcontrib><creatorcontrib>Tardón, Adonina</creatorcontrib><creatorcontrib>Grau-Pérez, María</creatorcontrib><creatorcontrib>García-Barrera, Tamara</creatorcontrib><creatorcontrib>Kogevinas, Manolis</creatorcontrib><creatorcontrib>Pollán, Marina</creatorcontrib><creatorcontrib>Pérez-Gómez, Beatriz</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><jtitle>Environmental research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Blanco Muñoz, Julia</au><au>Lope, Virginia</au><au>Fernández de Larrea-Baz, Nerea</au><au>Gómez-Ariza, José Luis</au><au>Dierssen-Sotos, Trinidad</au><au>Fernández-Tardón, Guillermo</au><au>Aragonés, Nuria</au><au>Amiano, Pilar</au><au>Gómez-Acebo, Inés</au><au>Tardón, Adonina</au><au>Grau-Pérez, María</au><au>García-Barrera, Tamara</au><au>Kogevinas, Manolis</au><au>Pollán, Marina</au><au>Pérez-Gómez, Beatriz</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Levels and determinants of urinary cadmium in general population in Spain: Metal-MCC-Spain study</atitle><jtitle>Environmental research</jtitle><addtitle>Environ Res</addtitle><date>2022-07</date><risdate>2022</risdate><volume>210</volume><spage>112959</spage><epage>112959</epage><pages>112959-112959</pages><artnum>112959</artnum><issn>0013-9351</issn><eissn>1096-0953</eissn><abstract>Cadmium is a ubiquitous and persistent metal, associated with different harmful health effects and with increased morbidity and mortality. Understanding the main sources of exposure is essential to identify at risk populations and to design public health interventions.
To evaluate cadmium exposure in a random-sample of general adult population from three regions of Spain, assessed by the urinary cadmium (U–Cd) concentration, and to identify its potential determinants and sex-specific differences, including sociodemographic, lifestyle and dietary factors.
We measured U–Cd (μg/g creatinine) in single urine spot samples from 1282 controls enrolled in the multicase-control study in common tumors in Spain (MCC-Spain) with inductively coupling plasma-mass spectrometry equipped with an octopole reaction systems (ICP-ORS-MS). The association between sociodemographic, lifestyle, and dietary characteristics and U–Cd concentrations was evaluated using geometric mean ratios (GMR) estimated by multiple log-linear regression models.
Overall, geometric mean U–Cd concentration was 0.40 (95%CI: 0.38, 0.41) μg/g creatinine. Levels were higher in women than in men (GMR]: 1.19; 95%CI: 1.07, 1.32), and increased with age in males (ptrend< 0.001). Cigarette smoking was clearly associated to U–Cd levels (GMRformer vs non-smokers: 1.16; 95%CI: 1.05, 1.29; GMRcurrent vs non-smokers: 1.42; 95%CI: 1.26, 1.60); the relationship with secondhand tobacco exposure in non-smokers, was restricted to women (pinteraction = 0.02). Sampling season and region also seemed to influence U–Cd concentrations, with lower levels in summer (GMRsummer vs average: 0.79; 95%CI: 0.71, 0.88), and higher levels in North-Spain Asturias (GMRAsturias vs average: 1.13; 95%CI: 1.04, 1.23). Regarding diet, higher U–Cd concentration was associated with eggs consumption only in men (pinteraction = 0.04), just as rice intake was associated in women (pinteraction = 0.03). Conclusion: These results confirmed that tobacco exposure is the main modifiable predictor of U–Cd concentrations, and remark that the role of dietary/sociodemographic factors on U–Cd levels may differ by sex.
•Smoking status is the main modifiable predictor of U-Cd concentrations.•Secondhand smoke exposure could be an important source of cadmium exposure in women.•Dietary variables explain a small proportion of total variation in U-Cd levels.•Regional/seasonal differences in U-Cd levels suggest environmental factors involved.</abstract><cop>Netherlands</cop><pub>Elsevier Inc</pub><pmid>35189102</pmid><doi>10.1016/j.envres.2022.112959</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-4328-1565</orcidid><orcidid>https://orcid.org/0000-0002-4299-8214</orcidid><orcidid>https://orcid.org/0000-0003-0983-2156</orcidid><orcidid>https://orcid.org/0000-0002-6986-4021</orcidid><orcidid>https://orcid.org/0000-0002-3352-8632</orcidid><orcidid>https://orcid.org/0000-0001-5150-1209</orcidid></addata></record> |
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subjects | Biomarker Case-control study Diet Life Sciences Smoking Sociodemographic factors Urine-cadmium |
title | Levels and determinants of urinary cadmium in general population in Spain: Metal-MCC-Spain study |
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