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Gutiérrez-González E, Pastor-Barriuso R, Castelló A, Castaño-Vinyals G, Fernández de Larrea-Baz N, Dierssen-Sotos T, Jiménez-Moleón JJ, Molina-Barceló A, Fernández-Tardón G, Zumel-Marne Á, Moreno V, Gómez-Ariza JL, Sierra MÁ, García-Barrera T, Espinosa A, Plans-Beriso E, Gómez-Acebo I, Aragonés N, Kogevinas M, Pollán M, Pérez-Gómez B. Toenail zinc and risk of prostate cancer in the MCC-Spain case-control study. ENVIRONMENTAL RESEARCH 2024; 245:118065. [PMID: 38159663 DOI: 10.1016/j.envres.2023.118065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/08/2023] [Accepted: 12/26/2023] [Indexed: 01/03/2024]
Abstract
BACKGROUND Some researchers have suggested that zinc (Zn) could reduce the risk of prostate cancer (PC). However, research from observational studies on the relationship between PC risk and biomarkers of Zn exposure shows conflicting results. OBJECTIVES To evaluate the association between toenail Zn and PC, considering tumour extension and aggressiveness, along with a gene-environment approach, exploring the interaction of individual genetic susceptibility to PC in the relationship between toenail Zn and PC. METHODS In MCC-Spain study we invited all incident PC cases diagnosed in the study period (2008-2013) and recruited randomly selected general population controls. In this report we included 913 cases and 1198 controls with toenail Zn determined by inductively coupled plasma mass spectrometry. To measure individual genetic susceptibility, we constructed a polygenic risk score based on known PC-related single nucleotide polymorphisms. The association between toenail Zn and PC was explored with mixed logistic and multinomial regression models. RESULTS Men with higher toenail Zn had higher risk of PC (OR quartile 4 vs.1: 1.41; 95% CI: 1.07-1.85). This association was slightly higher in high-grade PC [(ISUP≤2 Relative risk ratio (RRR) quartile 4 vs.1: 1.36; 1.01-1.83) vs. (ISUP3-5 RRR quartile 4 vs.1: 1.64; 1.06-2.54)] and in advanced tumours [(cT1-cT2a RRR quartile 4 vs.1: 1.40; 95% CI: 1.05-1.89) vs. (cT2b-cT4 RRR quartile 4 vs.1: 1.59; 1.00-2.53)]. Men with lower genetic susceptibility to PC were those at higher risk of PC associated with high toenail Zn (OR quartile 4 vs.1: 2.18; 95% CI: 1.08-4.40). DISCUSSION High toenail Zn levels were related to a higher risk for PC, especially for more aggressive or advanced tumours. This effect was stronger among men with a lower genetic susceptibility to PC.
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Affiliation(s)
| | - Roberto Pastor-Barriuso
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain
| | - Adela Castelló
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain
| | - Gemma Castaño-Vinyals
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Barcelona Institute of Global Health (ISGlobal), Carrer Del Dr. Aiguader, 88, 08003, Barcelona, Spain; University Pompeu Fabra, Plaça de La Mercè, 10-12, 08002, Barcelona, Spain; Hospital Del Mar Medical Research Institute (IMIM), Carrer Del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Nerea Fernández de Larrea-Baz
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain
| | - Trinidad Dierssen-Sotos
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Department of Medical and Surgical Sciences, Faculty of Medicine, University of Cantabria-IDIVAL, Calle Cardenal Herrera Oria, 39011, Santander, Spain
| | - José Juan Jiménez-Moleón
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Department of Preventive Medicine and Public Health, University of Granada, Av. de La Investigación, 11, 18016, Granada, Spain; Institute of Health Research IBS., Granada, Spain
| | - Ana Molina-Barceló
- Cancer and Public Health Area, The Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), Av. de Catalunya, 21, 46020, Valencia, Spain
| | - Guillermo Fernández-Tardón
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Health Research Institute of Asturias (ISPA), University of Oviedo, Av. Del Hospital Universitario, 33011, Oviedo, Spain
| | - Ángela Zumel-Marne
- Research Centre for Natural Resources, Health and the Environment, University of Huelva, C/ Menéndez Pelayo, 21002, Huelva, Spain; Servei Cirurgia Ortopèdica i Traumatologia. Althaia Xarxa Assistencial Universitària de Manresa, 08243 Manresa, España; Public Health Research Group, University of Alicante, Avda. San Vicente Del Raspeig, 03080, Alicante, Spain
| | - Víctor Moreno
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Oncology Data Analytics Program, Catalan Institute of Oncology (ICO), Avinguda de La Granvia de L'Hospitalet, 199-203, 08908, L'Hospitalet de Llobregat, Barcelona, Spain; Colorectal Cancer Group, ONCOBELL Program, Institut de Recerca Biomedica de Bellvitge (IDIBELL), Avinguda de La Granvia de L'Hospitalet, 199, 08908, L'Hospitalet de Llobregat, Barcelona, Spain; Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Spain
| | - José Luis Gómez-Ariza
- Research Centre for Natural Resources, Health and the Environment, University of Huelva, C/ Menéndez Pelayo, 21002, Huelva, Spain; Department of Chemistry, Faculty of Experimental Sciences, Campus El Carmen, University of Huelva, C/ Menéndez Pelayo, 21002, Huelva, Spain
| | - M Ángeles Sierra
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain
| | - Tamara García-Barrera
- Research Centre for Natural Resources, Health and the Environment, University of Huelva, C/ Menéndez Pelayo, 21002, Huelva, Spain; Department of Chemistry, Faculty of Experimental Sciences, Campus El Carmen, University of Huelva, C/ Menéndez Pelayo, 21002, Huelva, Spain
| | - Ana Espinosa
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Barcelona Institute of Global Health (ISGlobal), Carrer Del Dr. Aiguader, 88, 08003, Barcelona, Spain; University Pompeu Fabra, Plaça de La Mercè, 10-12, 08002, Barcelona, Spain
| | - Elena Plans-Beriso
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain
| | - Inés Gómez-Acebo
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Department of Medical and Surgical Sciences, Faculty of Medicine, University of Cantabria-IDIVAL, Calle Cardenal Herrera Oria, 39011, Santander, Spain
| | - Nuria Aragonés
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Cancer Surveillance and Registry Unit, Division of Public Health, Department of Health, C. San Martín de Porres, 6, 28035, Madrid, Spain
| | - Manolis Kogevinas
- Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain; Barcelona Institute of Global Health (ISGlobal), Carrer Del Dr. Aiguader, 88, 08003, Barcelona, Spain; University Pompeu Fabra, Plaça de La Mercè, 10-12, 08002, Barcelona, Spain; Hospital Del Mar Medical Research Institute (IMIM), Carrer Del Dr. Aiguader, 88, 08003, Barcelona, Spain
| | - Marina Pollán
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain
| | - Beatriz Pérez-Gómez
- Department of Epidemiology of Chronic Diseases, National Centre for Epidemiology, Institute of Health Carlos III, Monforte de Lemos 5, 28029, Madrid, Spain; Consortium for Biomedical Research in Epidemiology and Public Health (CIBERESP), Monforte de Lemos 5, 28029, Madrid, Spain.
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