Combined occupational exposure to carcinogenic metals/metalloids and risk of lung cancer

Introduction: Exposure to arsenic, cadmium, chromium (VI) and nickel increases the risk of lung cancer; whereas humans are exposed to mixtures, epidemiology studies refer to individual metals/metalloids. Methods: We analysed the data of a case-control study of lung cancer conducted in seven European countries and comprising 2861 cases and 2936 controls, with detailed assessment of occupational exposure to arsenic, cadmium, chromium (VI) and nickel, to estimate the odds ratio (OR) of lung cancer for combined exposure to these metals/metalloids, after adjustment for potential confounders. Results: Odds ratios for combined exposure to arsenic and cadmium and to arsenic and chromium (VI) were higher than those for individual metals (in order of 1.2-1.4 for single metals and above 2.0 for combined exposure), although formal tests of interaction on additive and multiplicative scales were imprecise and compatible with no interaction. Estimates for combined exposure to chromium (VI) and nickel were lower than expected under additive or multiplicative models, but confidence intervals for the interaction metrics included the null. Results for co-exposure to three or four metals/metalloids were based on small numbers of exposed subjects. Discussion: Findings provide limited evidence of statistical interactions between occupational exposure to these metals in relation to lung cancer risk.

Authors

Institutions

Publication Details

Journal
Frontiers in Oncology
Published
2026-04-06
DOI
https://doi.org/10.3389/fonc.2026.1772676
Primary Topic
Heavy Metal Exposure and Toxicity
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Combined occupational exposure to carcinogenic metals/metalloids and risk of lung cancer

Beata Świątkowska, Dana Mateș, Monireh Sadat Seyyedsalehi, John K. Field et al.
Frontiers in Oncology
Heavy Metal Exposure and Toxicity
article

Combined occupational exposure to carcinogenic metals/metalloids and risk of lung cancer

Beata Świątkowska, Dana Mateș, Monireh Sadat Seyyedsalehi, John K. Field, Tamás Pándics, Lenka Foretová, Miriam Schejbalová, Vladimir Janout, Eleonóra Fabiánová, David Zaridze, Chengfeng Yang, Jolanta Lissowska, Paolo Boffetta
article en

Abstract

Introduction: Exposure to arsenic, cadmium, chromium (VI) and nickel increases the risk of lung cancer; whereas humans are exposed to mixtures, epidemiology studies refer to individual metals/metalloids. Methods: We analysed the data of a case-control study of lung cancer conducted in seven European countries and comprising 2861 cases and 2936 controls, with detailed assessment of occupational exposure to arsenic, cadmium, chromium (VI) and nickel, to estimate the odds ratio (OR) of lung cancer for combined exposure to these metals/metalloids, after adjustment for potential confounders. Results: Odds ratios for combined exposure to arsenic and cadmium and to arsenic and chromium (VI) were higher than those for individual metals (in order of 1.2-1.4 for single metals and above 2.0 for combined exposure), although formal tests of interaction on additive and multiplicative scales were imprecise and compatible with no interaction. Estimates for combined exposure to chromium (VI) and nickel were lower than expected under additive or multiplicative models, but confidence intervals for the interaction metrics included the null. Results for co-exposure to three or four metals/metalloids were based on small numbers of exposed subjects. Discussion: Findings provide limited evidence of statistical interactions between occupational exposure to these metals in relation to lung cancer risk.

Frontiers in OncologyVol. 16
Semmelweis University (HU), Nofer Institute of Occupational Medicine (PL), Charles University (CZ), Roy Castle Lung Cancer Foundation (GB), National Cancer Centre Japan (JP), Stony Brook School (US), Russian Cancer Research Center NN Blokhin (RU), Regional Health (US), Masaryk Memorial Cancer Institute (CZ), National Institute of Oncology (HU), The Maria Sklodowska-Curie National Research Institute of Oncology (PL), Stony Brook University (US), Palacký University Olomouc (CZ), University of Bologna (IT)
European Commission
Good health and well-being
Openalex Percentile: Top 29%
Heavy Metal Exposure and Toxicity
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.