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Cancer Epidemiology, Biomarkers & Prevention
Cancer Epidemiology, Biomarkers & Prevention
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Research Article

Occupational Heat Exposure and Breast Cancer Risk in the MCC-Spain Study

Alice Hinchliffe, Manolis Kogevinas, Beatriz Pérez-Gómez, Eva Ardanaz, Pilar Amiano, Alba Marcos-Delgado, Gemma Castaño-Vinyals, Javier Llorca, Víctor Moreno, Juan Alguacil, Guillermo Fernandez-Tardón, Dolores Salas, Rafael Marcos-Gragera, Nuria Aragonés, Marcela Guevara, Leire Gil, Vicente Martin, Yolanda Benavente, Ines Gomez-Acebo, Miguel Santibáñez, Miguel Ángel Alba, Ana M. García, Marina Pollán and Michelle C. Turner
Alice Hinchliffe
1Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
2Universitat Pompeu Fabra (UPF), Barcelona, Spain.
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  • ORCID record for Alice Hinchliffe
Manolis Kogevinas
1Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
2Universitat Pompeu Fabra (UPF), Barcelona, Spain.
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
4IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
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Beatriz Pérez-Gómez
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
5Cancer and Environmental Epidemiology Unit, Department of Epidemiology of Chronic Diseases, National Center for Epidemiology, Carlos III Institute of Health, Madrid, Spain.
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Eva Ardanaz
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
6Instituto de Salud Pública de Navarra (IdiSNA), Pamplona, Spain.
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Pilar Amiano
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
7Public Health Division of Gipuzkoa, Biodonostia Health Research Institute, Ministry of Health of the Basque Government, San Sebastian, Spain.
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Alba Marcos-Delgado
8Instituto de Biomedicina (IBIOMED).
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Gemma Castaño-Vinyals
1Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
2Universitat Pompeu Fabra (UPF), Barcelona, Spain.
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
4IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain.
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Javier Llorca
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
9University of Cantabria - IDIVAL, Santander, Spain.
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Víctor Moreno
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
10Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO) and Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospital Duran i Reynals, Barcelona, Spain.
11Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain.
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Juan Alguacil
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
12Centro de Investigación en Recursos Naturales, Salud y Medio Ambiente (RENSMA), Universidad de Huelva, Huelva, Spain.
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Guillermo Fernandez-Tardón
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
13Institute of Health Research of the Principality of Asturias (ISPA), Public Health Department, University of Oviedo, Oviedo, Spain.
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Dolores Salas
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
14Foundation for the Promotion of Health and Biomedical Research of Valencia Region (FISABIO), Valencia, Spain.
15General Directorate Public Health, Valencian Community, Valencia, Spain.
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Rafael Marcos-Gragera
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
16Epidemiology Unit and Girona Cancer Registry, Oncology Coordination Plan, Department of Health, Autonomous Government of Catalonia, Catalan Institute of Oncology, Girona, Spain.
17Descriptive Epidemiology, Genetics and Cancer Prevention Group, Biomedical Research Institute (IDIBGI), Girona, Spain.
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Nuria Aragonés
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
18Epidemiology Section, Public Health Division, Department of Health of Madrid, Madrid, Spain.
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Marcela Guevara
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
6Instituto de Salud Pública de Navarra (IdiSNA), Pamplona, Spain.
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Leire Gil
7Public Health Division of Gipuzkoa, Biodonostia Health Research Institute, Ministry of Health of the Basque Government, San Sebastian, Spain.
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Vicente Martin
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
8Instituto de Biomedicina (IBIOMED).
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Yolanda Benavente
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
19Unit of Infections and Cancer (UNIC), Cancer Epidemiology Research Programme, IDIBELL, Institut Català d'Oncologia, L'Hospitalet De Llobregat, Barcelona, Spain.
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Ines Gomez-Acebo
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
10Oncology Data Analytics Program (ODAP), Catalan Institute of Oncology (ICO) and Oncobell Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospital Duran i Reynals, Barcelona, Spain.
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Miguel Santibáñez
9University of Cantabria - IDIVAL, Santander, Spain.
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Miguel Ángel Alba
20Industrial Hygiene Department, Quirón Prevención, S.L.U., Barcelona, Barcelona, Spain.
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Ana M. García
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
21Departamento de Medicina Preventiva y Salud Pública, Universitat de València, València, Spain.
22Center for Research in Occupational Health (CISAL), Universitat Pompeu Fabra, Barcelona, Spain.
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Marina Pollán
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
5Cancer and Environmental Epidemiology Unit, Department of Epidemiology of Chronic Diseases, National Center for Epidemiology, Carlos III Institute of Health, Madrid, Spain.
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Michelle C. Turner
1Barcelona Institute for Global Health (ISGlobal), Barcelona, Spain.
2Universitat Pompeu Fabra (UPF), Barcelona, Spain.
3Consortium for Biomedical Research in Epidemiology and Public Health (CIBER Epidemiología y Salud Pública - CIBERESP), Madrid, Spain.
23McLaughlin Centre for Population Health Risk Assessment, University of Ottawa, Ottawa, Canada.
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  • For correspondence: michelle.turner@isglobal.org
DOI: 10.1158/1055-9965.EPI-20-0732
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Abstract

Background: Mechanisms linking occupational heat exposure with chronic diseases have been proposed. However, evidence on occupational heat exposure and cancer risk is limited.

Methods: We evaluated occupational heat exposure and female breast cancer risk in a large Spanish case–control study. We enrolled 1,738 breast cancer cases and 1,910 frequency-matched population controls. A Spanish job-exposure matrix, MatEmEsp, was used to assign estimates of the proportion of workers exposed (P ≥ 25% for at least 1 year) and work time with heat stress (wet bulb globe temperature ISO 7243) for each occupation. We used three exposure indices: ever versus never exposed, lifetime cumulative exposure, and duration of exposure (years). We estimated ORs and 95% confidence intervals (CI), applying a lag period of 5 years and adjusting for potential confounders.

Results: Ever occupational heat exposure was associated with a moderate but statistically significant higher risk of breast cancer (OR 1.22; 95% CI, 1.01–1.46), with significant trends across categories of lifetime cumulative exposure and duration (Ptrend = 0.01 and 0.03, respectively). Stronger associations were found for hormone receptor–positive disease (OR ever exposure = 1.38; 95% CI, 1.12–1.67). We found no confounding effects from multiple other common occupational exposures; however, results attenuated with adjustment for occupational detergent exposure.

Conclusions: This study provides some evidence of an association between occupational heat exposure and female breast cancer risk.

Impact: Our results contribute substantially to the scientific literature. Further investigations are needed considering multiple occupational exposures.

Footnotes

  • Note: Supplementary data for this article are available at Cancer Epidemiology, Biomarkers & Prevention Online (http://cebp.aacrjournals.org/).

  • Cancer Epidemiol Biomarkers Prev 2021;XX:XX–XX

  • Received May 18, 2020.
  • Revision received July 30, 2020.
  • Accepted November 25, 2020.
  • Published first December 16, 2020.
  • ©2020 American Association for Cancer Research.
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This OnlineFirst version was published on January 18, 2021
doi: 10.1158/1055-9965.EPI-20-0732

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Occupational Heat Exposure and Breast Cancer Risk in the MCC-Spain Study
Alice Hinchliffe, Manolis Kogevinas, Beatriz Pérez-Gómez, Eva Ardanaz, Pilar Amiano, Alba Marcos-Delgado, Gemma Castaño-Vinyals, Javier Llorca, Víctor Moreno, Juan Alguacil, Guillermo Fernandez-Tardón, Dolores Salas, Rafael Marcos-Gragera, Nuria Aragonés, Marcela Guevara, Leire Gil, Vicente Martin, Yolanda Benavente, Ines Gomez-Acebo, Miguel Santibáñez, Miguel Ángel Alba, Ana M. García, Marina Pollán and Michelle C. Turner
Cancer Epidemiol Biomarkers Prev January 18 2021 DOI: 10.1158/1055-9965.EPI-20-0732

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Occupational Heat Exposure and Breast Cancer Risk in the MCC-Spain Study
Alice Hinchliffe, Manolis Kogevinas, Beatriz Pérez-Gómez, Eva Ardanaz, Pilar Amiano, Alba Marcos-Delgado, Gemma Castaño-Vinyals, Javier Llorca, Víctor Moreno, Juan Alguacil, Guillermo Fernandez-Tardón, Dolores Salas, Rafael Marcos-Gragera, Nuria Aragonés, Marcela Guevara, Leire Gil, Vicente Martin, Yolanda Benavente, Ines Gomez-Acebo, Miguel Santibáñez, Miguel Ángel Alba, Ana M. García, Marina Pollán and Michelle C. Turner
Cancer Epidemiol Biomarkers Prev January 18 2021 DOI: 10.1158/1055-9965.EPI-20-0732
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