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Mammographic density and exposure to air pollutants in premenopausal women: a cross-sectional study.

dc.contributor.authorJiménez, Tamara
dc.contributor.authorDomínguez-Castillo, Alejandro
dc.contributor.authorFernandez de Larrea-Baz, Nerea
dc.contributor.authorde Lucas, Maria Pilar
dc.contributor.authorSierra, Maria Angeles
dc.contributor.authorMaeso Martínez, Sergio
dc.contributor.authorLlobet, Rafael
dc.contributor.authorPino, Marina Nieves
dc.contributor.authorMartínez-Cortés, Mercedes
dc.contributor.authorPerez-Gomez, Beatriz
dc.contributor.authorPollan-Santamaria, Marina
dc.contributor.authorLope Carvajal, Virginia
dc.contributor.authorGarcía-Pérez, Javier
dc.contributor.funderInstituto de Salud Carlos III
dc.contributor.funderSociedad Española de Epidemiología
dc.date.accessioned2024-12-23T09:24:09Z
dc.date.available2024-12-23T09:24:09Z
dc.date.issued2024
dc.description.abstractBackground: Mammographic density (MD) is a well-established risk factor for breast cancer. Air pollution is a major public health concern and a recognized carcinogen. We aim to investigate the association between MD and exposure to specific air pollutants (SO, CO, NO, NO, NO, PM, PM, and O) in premenopausal females. Methods:This cross-sectional study, carried out in Spain, included 769 participants who attended their gynecological examinations. Hourly concentrations of the pollutants were extracted from the Air Quality Monitoring System of Madrid City over a 3-year period. Individual long-term exposure to pollutants was assessed by geocoding residential addresses and monitoring stations, and applying ordinary kriging to the 3-year annual mean concentrations of each pollutant to interpolate the surface of Madrid. This exposure variable was categorized into quartiles. In a first analysis, we used multiple linear regression models with the log-transformed percent MD as a continuous variable. In a second analysis, we used MD as a dichotomous variable ("high" density (MD > 50%) vs. "low" density (MD ≤ 50%)) and applied multiple logistic regression models to estimate odds ratios (ORs). We also analyzed the correlation among the pollutants, and performed a principal component analysis (PCA) to reduce the dimensionality of this set of eight correlated pollutants into a smaller set of uncorrelated variables (principal components (PCs)). Finally, the initial analyses were applied to the PCs to detect underlying patterns of emission sources. Results: The first analysis detected no association between MD and exposure to any of the pollutants. The second analysis showed non-statistically significant increased risks (OR; IC95%) of high MD were detected in women with higher exposure to SO (1.50; 0.90-2.48), and PM (1.27; 0.77-2.10). In contrast, non-significant ORs < 1 were found in all exposure quartiles for NO (OR = 0.72, OR = 0.68, OR = 0.78), and PM (OR = 0.69, OR = 0.82, OR = 0.72). PCA identified two PCs (PC1: "traffic pollution" and PC2: "natural pollution"), and no association was detected between MD and proximity to these two PCs. Conclusions: In general, our results show a lack of association between residential exposure to specific air pollutants and MD in premenopausal females. Future research is needed to confirm or refute these findings.
dc.description.peerreviewed
dc.description.sponsorshipThis work was supported by the Instituto de Salud Carlos III (ISCIII)/Carlos III Institute of Health (EPY-505/19-PFIS, AESI PI15CIII/00013, and AESI PI15CIII/ 00029), and the Sociedad Española de Epidemiología (SEE)/ Spanish Society of Epidemiology (“Lola Cuevas” Award 2024).
dc.format.page65
dc.format.volume29
dc.identifier.citationJiménez T, Domínguez-Castillo A, Fernández de Larrea-Baz N, Lucas P, Sierra MÁ, Maeso S, Llobet R, Pino MN, Martínez-Cortés M, Pérez-Gómez B, Pollán M, Lope V, García-Pérez J. Mammographic density and exposure to air pollutants in premenopausal women: a cross-sectional study. Environ Health Prev Med. 2024;29:65. doi: 10.1265/ehpm.24-00209. PMID: 39581598; PMCID: PMC11604911.
dc.identifier.doi10.1265/ehpm.24-00209
dc.identifier.e-issn1347-4715
dc.identifier.issn1342-078X
dc.identifier.journalEnvironmental Health and Preventive Medicine
dc.identifier.pubmedID39581598
dc.identifier.urihttps://hdl.handle.net/20.500.12105/25931
dc.language.isoeng
dc.publisherJ-STAGE
dc.relation.projectIDinfo:eu-repo/grantAgreement/ISCIII/PFIS/EPY-505%2F19/ES//
dc.relation.projectIDinfo:eu-repo/grantAgreement/ISCIII/AESI/PI15CIII%2F00013/ES//
dc.relation.projectIDinfo:eu-repo/grantAgreement/ISCIII/AESI/PI15CIII%2F00029/ES//
dc.relation.publisherversionhttps://doi.org/10.1265/ehpm.24-00209
dc.repisalud.centroISCIII::Centro Nacional de Epidemiología (CNE)
dc.repisalud.institucionISCIII
dc.rights.accessRightsopen access
dc.rights.licenseAttribution 4.0 International
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectAir pollution
dc.subjectBreast cancer
dc.subjectBreast density
dc.subjectCorrelation
dc.subjectDDM-Madrid
dc.subjectKriging
dc.subjectLong-term exposure
dc.subjectPrincipal component analysis
dc.subject.meshAdult
dc.subject.meshAir Pollutants
dc.subject.meshAir Pollution
dc.subject.meshAir Pollution
dc.subject.meshBreast Density
dc.subject.meshBreast Neoplasms
dc.subject.meshBreast Neoplasms
dc.subject.meshBreast Neoplasms
dc.subject.meshCross-Sectional Studies
dc.subject.meshEnvironmental Exposure
dc.subject.meshEnvironmental Exposure
dc.subject.meshFemale
dc.subject.meshHumans
dc.subject.meshMammography
dc.subject.meshMiddle Aged
dc.subject.meshPremenopause
dc.subject.meshSpain
dc.titleMammographic density and exposure to air pollutants in premenopausal women: a cross-sectional study.
dc.typeresearch article
dc.type.hasVersionVoR
dspace.entity.typePublication
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