Cadmium Exposure and Risk of Pancreatic Cancer: A Systematic Review and Meta-Analysis
Contenuto principale dell'articolo
Keywords
Abstract
Introduction: Pancreatic cancer is a highly lethal malignancy with poor prognosis and limited treatment options. Environmental exposures, particularly to heavy metals such as cadmium, may contribute to its etiology. This systematic review and meta-analysis evaluated the association between cadmium exposure from different sources and pancreatic cancer incidence or mortality. Methods: Following PRISMA guidelines, we searched PubMed, EMBASE, and Scopus. Eighteen studies comprising 20 risk estimates were included. Random-effects meta-analyses were conducted overall and stratified by exposure source, gender, region, study design, and outcome. Dose-response relationships were assessed using meta-regression of cadmium exposure measures. Publication bias was evaluated using funnel plots and Egger’s test.Results: Overall, cadmium exposure was associated with an increased risk of pancreatic cancer [relative risk (RR) = 1.69, 95% confidence interval (CI): 1.28-2.22]. Occupational exposure showed the most consistent association (RR = 1.38, 95% CI: 1.19-1.61), followed by urinary and blood/serum biomarkers. Risk was higher in men than in women, and in case-control than in cohort studies. Dose-response analysis did not reveal a linear trend. There was limited evidence of publication bias overall, though some asymmetry was observed for urinary cadmium studies (P = 0.045). Conclusion: Cadmium exposure was associated with pancreatic cancer risk, particularly in occupational and biomarker-based studies. While findings support a potential causal link, heterogeneity, residual confounding, and limited dose-response data necessitate cautious interpretation.
Riferimenti bibliografici
2. Arnold M, Abnet CC, Neale RE, et al. Global burden of 5 major types of gastrointestinal cancer. Gastroen-terology. 2020;159:335-349.e15.
3. Walter FM, Mills K, Mendonça SC, et al. Symptoms and patient factors associated with diagnostic inter-vals for pancreatic cancer [SYMPTOM pancreatic study]: a prospective cohort study. Lancet Gastroen-terol Hepatol. 2016;1[4]:298-306. Doi: 10.1016/S2468-1253[16]30079-6.
4. Cai J, Chen H, Lu M, et al. Advances in the epidemiology of pancreatic cancer: Trends, risk factors, screening, and prognosis. Cancer Lett. 2021;520:1-11. Doi: 10.1016/j.canlet.2021.06.027. Epub 2021 Jun 30. PMID: 34216688.
5. Antwi SO, Eckert EC, Sabaque CV, et al. Exposure to environmental chemicals and heavy metals, and risk of pancreatic cancer. Cancer Causes Control. 2015;26[11]:1583-91. Doi: 10.1007/s10552-015-0652-y. Epub 2015 Aug 21. PMID: 26293241; PMCID: PMC4624268.
6. Johri N, Jacquillet G, Unwin R. Heavy metal poisoning: the effects of cadmium on the kidney. Biometals. 2010;23(5):783-92. Doi: 10.1007/s10534-010-9328-y. Epub 2010 Mar 31. PMID: 20354761.
7. Agency for Toxic Substances and Disease Registry [ATSDR]. Toxicological profile for cadmium. Atlanta [GA]: U.S. Department of Health and Human Services, Public Health Service; 2012.
8. International Agency for Research on Cancer. Cadmium and cadmium compounds. IARC Monographs on the Evaluation of Carcinogenic Risks to Humans, Vol. 100C. Lyon, France: IARC; 2012.
9. Snoj Tratnik J, Kocman D, Horvat M, et al. Cadmium exposure in adults across Europe: Results from the HBM4EU Aligned Studies survey 2014-2020. Int J Hyg Environ Health. 2022;246:114050. Doi: 10.1016/j.ijheh.2022.114050. Epub 2022 Oct 17. PMID: 36265402.
10. Järup L, Berglund M, Elinder CG, Nordberg G, Vahter M. Health effects of cadmium exposure--a review of the literature and a risk estimate. Scand J Work Environ Health. 1998;24 Suppl 1:1-51. Erratum in: Scand J Work Environ Health 1998;24(3):240. PMID: 9569444.
11. European Food Safety Authority. Scientific opinion of the Panel on Contaminants in the Food Chain on a request from the European Commission on cadmium in food. EFSA J. 2009;980:1–139. Doi: 10.2903/j.efsa.2009.980.
12. World Health Organization. Cadmium in drinking water: background document for development of WHO Guidelines for Drinking water Quality. Geneva: World Health Organization; 2010. WHO/SDE/WSH/03.04/80. Available from: https://iris.who.int/handle/10665/75364
13. Thévenod F. Cadmium and cellular signaling cascades: to be or not to be? Toxicol Appl Pharmacol. 2009;238(3):221-39. Doi: 10.1016/j.taap.2009.01.013. Epub 2009 Jan 29. PMID: 19371614.
14. Filipič M. Mechanisms of cadmium induced genomic instability. Mutat Res. 2012;733(1-2):69-77. Doi: 10.1016/j.mrfmmm.2011.09.002. Epub 2011 Sep 17. PMID: 21945723.
15. Page MJ, McKenzie JE, Bossuyt PM, et al. The PRISMA 2020 statement: An updated guideline for re-porting systematic reviews. BMJ. 2021. 372, n. 71. https://doi.org/10.1136/bmj.n71
16. Wells G A, Shea B, O’Connell D, et al. The Newcastle-Ottawa Scale [NOS] for assessing the quality of nonrandomised studies in meta-analyses. Ottawa Hospital Research Institute. 2011. Available from: http://www.ohri.ca/programs/clinical_epidemiology/oxford.asp
17. Viechtbauer W. Conducting meta-analyses in R with the metafor package. J Stat Softw, 2010;36[3]:1-48. Doi: https://doi.org/10.18637/jss.v036.i03
18. Higgins J P T, Thompson SG, Deeks JJ, Altman DG. Measuring inconsistency in meta-analyses. BMJ, 2003; 327[7414], 557-560. Doi: https://doi.org/10.1136/bmj.327.7414.557
19. Zhang J, Yu KF. What’s the relative risk? A method of correcting the odds ratio in cohort studies of common outcomes. JAMA, 1998;280(19):1690-1691.
20. Egger M, Davey Smith G, Schneider M, Minder C. Bias in meta-analysis detected by a simple, graphical test. BMJ, 1997;315(7109):629-634. Doi: https://doi.org/10.1136/bmj.315.7109.629
21. Peters JL, Sutton AJ, Jones DR, Abrams KR, Rushton L. Contour-enhanced meta-analysis funnel plots help distinguish publication bias from other causes of asymmetry. J Clin Epidemiol, 2008:61(10):991-996. Doi: https://doi.org/10.1016/j.jclinepi.2007.11.010
22. van Aert RCM, Jackson D. A new justification of the Hartung-Knapp method for random-effects me-ta-analysis based on weighted least squares regression. Res Synth Methods. 2019;10(4):515-527. Doi: 10.1002/jrsm.1356. Epub 2019 Aug 14. PMID: 31111673; PMCID: PMC6973024.
23. Amaral AFS, Porta M, Silverman DT, et al. Pancreatic cancer risk and levels of trace elements. Gut. 2012;61(11):1583-1588. Doi: 10.1136/gutjnl-2011-300264.
24. Adams SV, Passarelli MN, Newcomb PA. Cadmium exposure and cancer mortality in the Third National Health and Nutrition Examination Survey cohort. Occup Environ Med. 2012;69(2):153-156. Doi: 10.1136/oemed-2011-100111. Epub 2011 Nov 7. PMID: 22068173; PMCID: PMC3289533.
25. Kriegel AM, Soliman AS, Zhang Q, et al. Serum cadmium levels in pancreatic cancer patients from the East Nile Delta region of Egypt. Environ Health Perspect. 2006;114(1):113-119. Doi: 10.1289/ehp.8035. PMID: 16393667; PMCID: PMC1332665.
26. Luckett BG, Su LJ, Rood JC, Fontham ETH. Cadmium exposure and pancreatic cancer in South Louisi-ana. J Environ Public Health. 2012;2012:180186. Doi: 10.1155/2012/180186.
27. Sawada N, Iwasaki M, Inoue M, et al. Long-term dietary cadmium intake and cancer incidence. Epide-miology. 2012;23(3):368-376. Doi: 10.1097/EDE.0b013e31824d063c.
28. Carrigan PE, Hentz JG, Gordon G, et al. Distinctive heavy metal composition of pancreatic juice in pa-tients with pancreatic carcinoma. Cancer Epidemiol Biomarkers Prev. 2007;16(12):2656-2663. Doi: 10.1158/1055-9965.EPI-07-0332.
29. Duell E, Lujan-Barroso L, Outzen M, et al. Pre-diagnostic erythrocyte cadmium, selenium, and zinc lev-els and pancreatic cancer risk in Europe. Pancreatology. 2018;18(4 Suppl).
30. Djordjevic VR, Wallace DR, Schweitzer A, et al. Environmental cadmium exposure and pancreatic can-cer: Evidence from case-control, animal and in vitro studies. Environ Int. 2019;128:353-361. Doi: 10.1016/j.envint.2019.04.048.
31. García-Esquinas E, Pollan M, Tellez-Plaza M, et al. Cadmium exposure and cancer mortality in a pro-spective cohort: the Strong Heart Study. Environ Health Perspect. 2014;122(4):363-370. Doi: 10.1289/ehp.1306587. Epub 2014 Feb 14. PMID: 24531129; PMCID: PMC3984227.
32. Järup L, Bellander T, Hogstedt C, Spång G. Mortality and cancer incidence in Swedish battery workers exposed to cadmium and nickel. Occup Environ Med. 1998;55(11):755-759. Doi: 10.1136/oem.55.11.755. PMID: 9924452; PMCID: PMC1757526.
33. Nishijo M, Nakagawa H, Suwazono Y, et al. Cancer mortality in residents of the cadmium-polluted Jinzu River Basin in Toyama, Japan. Toxics. 2018 Apr 6;6(2):23. Doi: 10.3390/toxics6020023. PMID: 29642374; PMCID: PMC6027272.
34. Nyqvist F, Helmfrid I, Augustsson A, Wingren G. Increased cancer incidence in the local population around metal-contaminated glassworks sites. J Occup Environ Med. 2017;59(5). Doi: 10.1097/JOM.0000000000000984.
35. Stolzenberg-Solomon R, Jin D, Huang WY, Brockman J. Prediagnostic whole-blood cadmium and mo-lybdenum associated with pancreatic cancer in an American cohort. Am J Epidemiol. 2025 7;194(5):1275-1284. Doi: 10.1093/aje/kwae165. PMID: 38965764; PMCID: PMC13070527.
36. Sakurai M, Suwazono Y, Nishijo M, et al. The relationship between the urinary cadmium concentration and cause-specific mortality in subjects without severe renal damage: a 35-year follow-up study in a cadmium-polluted area of Japan. Int J Environ Res Public Health. 2021;18(15):7747. Doi: 10.3390/ijerph18157747. PMID: 34360038; PMCID: PMC8345790.
37. Watanabe Y, Nogawa K, Nishijo M, et al. Relationship between cancer mortality and environmental cadmium exposure in the general Japanese population in cadmium non-polluted areas. Int J Hyg Environ Health. 2020;223(1):65-70. Doi: 10.1016/j.ijheh.2019.09.011.
38. Weiderpass E, Vainio H, Kauppinen T, Vasama-Neuvonen K, Partanen T, Pukkala E. Occupational ex-posures and gastrointestinal cancers among Finnish women. J Occup Environ Med. 2003;45(3):305-315. Doi: 10.1097/01.JOM.0000052963.43131.44.
39. Sorahan T, Lister A, Gilthorpe MS, Harrington JM. Mortality of copper cadmium alloy workers with special reference to lung cancer and non-malignant diseases of the respiratory system, 1946-92. Occup Environ Med. 1995;52(12):804-812. Doi: 10.1136/oem.52.12.804. PMID: 8563843; PMCID: PMC1128381.
40. Zhang Y, Cantor KP, Lynch CF, Zhu Y, Zheng T. Occupation and risk of pancreatic cancer: a popula-tion-based case-control study in Iowa. J Occup Environ Med. 2005;47(4):392-398.
41. Fanfani A, Papini S, Bortolotti E, et al. Cadmium in biological samples and site-specific cancer risk and mortality: A systematic review of original articles and meta-analyses. Cancer Epidemiol. 2024;92:102550. Doi: 10.1016/j.canep.2024.102550. Epub 2024 Mar 12. PMID: 38480109.
42. Soleimani Y, Nayebi M, Mahmoudi S, et al. Cadmium exposure and risk of pancreatic cancer: Systematic review and meta-analysis. PLoS One. 2025;20(4):e0319283. Doi: 10.1371/journal.pone.0319283. PMID: 40299947; PMCID: PMC12040173.
43. Lee FJ, Inchai H, Lin JT, Koh D, Lin RT. Dose-response relationship of cadmium and pancreatic cancer risk: a meta-analysis. Occup Environ Med. 2025;82(8):407-414. Doi: 10.1136/oemed-2025-110163. PMID: 40962531; PMCID: PMC12573421.
44. Chen C, Xun P, Nishijo M, Sekikawa A, He K. Cadmium exposure and risk of pancreatic cancer: a me-ta-analysis of prospective cohort studies and case-control studies among individuals without occupa-tional exposure history. Environ Sci Pollut Res Int. 2015;22[22]:17465-74. Doi: 10.1007/s11356-015-5464-9. Epub 2015 Oct 1. PMID: 26423282; PMCID: PMC4654666.
45. Stohs SJ, Bagchi D, Hassoun E, Bagchi M. Oxidative mechanisms in the toxicity of chromium and cad-mium ions. J Environ Pathol Toxicol Oncol. 2000;19(3):201-13. PMID: 10983887.
46. Thévenod F, Lee WK. Cadmium and cellular signaling cascades: interactions between cell death and survival pathways. Arch Toxicol. 2013;87:1743-1786. Doi: https://doi.org/10.1007/s00204-013-1110-9
47. Hartwig A. Mechanisms in cadmium-induced carcinogenicity: recent insights. Biometals. 2010;23(5):951-60. Doi: 10.1007/s10534-010-9330-4. PMID: 20390439.
48. Joseph P. Mechanisms of cadmium carcinogenesis. Toxicol Appl Pharmacol. 2009;238(3):272-9. Doi: 10.1016/j.taap.2009.01.011. Epub 2009 Feb 6. PMID: 19371617.
49. Joshua R. Edwards, Walter C. Prozialeck, Cadmium, diabetes and chronic kidney disease, Toxicol Appl Pharmacol. 2009;238(3):289-293. Doi: https://doi.org/10.1016/j.taap.2009.03.007.
50. Kolawole TA, Palacios J, Husaini DC, Nwokocha CR. Inflammation and Oxidative Stress Biomarkers in Heavy Metal Toxicity: Bridging the Gap to Personalized Clinical Interventions. J Appl Toxicol. 2025;45(12):2546-2579. Doi: 10.1002/jat.4874. Epub 2025 Aug 14. PMID: 40813054.
51. Liu J, Qu W, Kadiiska MB. Role of oxidative stress in cadmium toxicity and carcinogenesis. Toxicol Appl Pharmacol. 2009;238(3):209-14. Doi: 10.1016/j.taap.2009.01.029. Epub 2009 Feb 21. PMID: 19236887; PMCID: PMC4287357.
52. Davidova S, Milushev V, Satchanska G. The Mechanisms of Cadmium Toxicity in Living Organisms. Toxics. 2024;12(12):875. Doi: 10.3390/toxics12120875. PMID: 39771090; PMCID: PMC11679562.
53. Lu H, Delnicki M, Griffin G, Wise JL. Current Understanding of Sex Differences in Metal-Induced Dis-eases. Curr Environ Health Rep. 2025;12(1):18. Doi: 10.1007/s40572-025-00482-x. PMID: 40202678; PMCID: PMC12168244.
54. IARC Working Group on the Evaluation of Carcinogenic Risks to Humans. Tobacco Smoke and Invol-untary Smoking. Lyon [FR]: International Agency for Research on Cancer; 2004. [IARC Monographs on the Evaluation of Carcinogenic Risks to Humans, No. 83.] Available from: https://www.ncbi.nlm.nih.gov/books/NBK316407/
55. Ahlbom A. Modern Epidemiology, 4th edition. TL Lash, TJ VanderWeele, S Haneuse, KJ Rothman. Wolters Kluwer, 2021. Eur J Epidemiol. 2021;36(8):767-768. Doi: 10.1007/s10654-021-00778-w. Epub 2021 Jul 3. PMID: 34216355; PMCID: PMC8416883.
