Home Medicine Fine particulate matter exposure and cancer risk: a systematic review and meta-analysis of prospective cohort studies
Article
Licensed
Unlicensed Requires Authentication

Fine particulate matter exposure and cancer risk: a systematic review and meta-analysis of prospective cohort studies

  • Yuting Feng , Jiaoyuan Li , Yi Wang , Tongxin Yin , Qiankun Wang and Liming Cheng EMAIL logo
Published/Copyright: April 22, 2025

Abstract

Studies examining the relationship between fine particulate matter (PM2.5) exposure and cancer risk is inconclusive, with an evident scarcity of comprehensive data on the overall cancer risk. Given the emergence of new evidence, updated meta-analyses is essential. A search was performed on multiple databases including PubMed, Embase, Scopus, Web of Science, and the Cochrane Library up to Jan 2025. Hazard ratios (HRs), relative risks (RRs), or incidence rate ratios (IRRs) with their 95 % confidence intervals (CIs) were extracted and pooled. Moreover, a comprehensive and detailed quality assessment of the included studies was conducted to validate the plausibility of the findings. Overall, 57 original studies were included, covering 36 cancer categories and including overall cancer and malignancies specific to particular anatomical sites. For each increase of 10 μg per cubic meter in PM2.5 concentration, there was an observed pooled HR of 1.07 for overall cancer (95 %CI:1.02–1.13). In the case of site-specific cancers, the pooled HRs were 1.11 (95 %CI:1.07–1.15), 1.06 (95 %CI:1.02–1.11), 1.17 (95 %CI:1.07–1.28), and 1.14 (95 %CI:1.03–1.26) for lung, breast, liver and esophageal cancers, respectively. Furthermore, PM2.5 exposure may potentially correlate with the risk of cancers at other anatomical locations including upper aerodigestive tract, oral cavity, kidney, skin, as well as digestive organs. In light of available evidence, it is inferred that PM2.5 exposure could potentially raise overall cancer risk with moderate certainty. As for site-specific malignancies, there is very low certainty evidence for lung cancer, low certainty evidence for breast cancer, and moderate certainty evidence for both liver and esophageal cancers.


Corresponding author: Liming Cheng, MD, PhD, Department of Laboratory Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, P.R. China, E-mail:
Yuting Feng and Jiaoyuan Li contributed equally to this work.

Award Identifier / Grant number: 81903394

Award Identifier / Grant number: 82272418

  1. Research ethics: Not applicable.

  2. Informed consent: Not applicable.

  3. Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission. YF: Writing – review and editing, Writing – original draft, Validation, Investigation, Formal analysis, Software, visualization. JL: Conceptualization, methodology, supervision, funding acquisition. LC: Conceptualization, methodology, supervision, funding acquisition, project administration. YW: validation, investigation. TY: validation. QW: validation.

  4. Use of Large Language Models, AI and Machine Learning Tools: None declared.

  5. Conflict of interest: The authors state no conflict of interest.

  6. Research funding: The work was supported by the National Natural Science Foundation of China (Grant No. 82272418 and Grant No.81903394).

  7. Data availability: Not applicable.

References

1. Zaimy, MA, Saffarzadeh, N, Mohammadi, A, Pourghadamyari, H, Izadi, P, Sarli, A, et al.. New methods in the diagnosis of cancer and gene therapy of cancer based on nanoparticles. Cancer Gene Ther 2017;24:233–43. https://doi.org/10.1038/cgt.2017.16.Search in Google Scholar PubMed

2. Sung, H, Ferlay, J, Siegel, RL, Laversanne, M, Soerjomataram, I, Jemal, A, et al.. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2021;71:209–49. https://doi.org/10.3322/caac.21660.Search in Google Scholar PubMed

3. Adico, MD, Bayala, B, Bunay, J, Baron, S, Simpore, J, Lobaccaro, JA. Contribution of Sub-Saharan African medicinal plants to cancer research: Scientific basis 2013-2023. Pharmacol Res 2024;202:107138. https://doi.org/10.1016/j.phrs.2024.107138.Search in Google Scholar PubMed

4. Bray, F, Laversanne, M, Sung, H, Ferlay, J, Siegel, RL, Soerjomataram, I, et al.. Global cancer statistics 2022: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 2024;74:229–63. https://doi.org/10.3322/caac.21834.Search in Google Scholar PubMed

5. Hamra, GB, Guha, N, Cohen, A, Laden, F, Raaschou-Nielsen, O, Samet, JM, et al.. Outdoor particulate matter exposure and lung cancer: a systematic review and meta-analysis. Environ Health Perspect 2014;122:906–11. https://doi.org/10.1289/ehp/1408092.Search in Google Scholar PubMed PubMed Central

6. Santibáñez-Andrade, M, Chirino, YI, González-Ramírez, I, Sánchez-Pérez, Y, García-Cuellar, CM. Deciphering the code between air pollution and disease: the effect of particulate matter on cancer hallmarks. Int J Mol Sci 2019;21:136. https://doi.org/10.3390/ijms21010136.Search in Google Scholar PubMed PubMed Central

7. Yang, D, Liu, Y, Bai, C, Wang, X, Powell, CA. Epidemiology of lung cancer and lung cancer screening programs in China and the United States. Cancer Lett 2020;468:82–7. https://doi.org/10.1016/j.canlet.2019.10.009.Search in Google Scholar PubMed

8. Wang, L, Luo, D, Liu, X, Zhu, J, Wang, F, Li, B, et al.. Effects of PM2.5 exposure on reproductive system and its mechanisms. Chemosphere 2021;264:128436. https://doi.org/10.1016/j.chemosphere.2020.128436.Search in Google Scholar PubMed

9. Thangavel, P, Park, D, Lee, YC. Recent insights into particulate matter (PM2.5)-Mediated toxicity in humans: an overview. Int J Environ Res Publ Health 2022;19:7511. https://doi.org/10.3390/ijerph19127511.Search in Google Scholar PubMed PubMed Central

10. IARC Working Group on the Evaluation of Carcinogenic Risks to Humans. Outdoor air pollution. IARC Monogr Eval Carcinog Risks Hum 2016;109:9–444.Search in Google Scholar

11. Raaschou-Nielsen, O, Andersen, ZJ, Beelen, R, Samoli, E, Stafoggia, M, Weinmayr, G, et al.. Air pollution and lung cancer incidence in 17 European cohorts: prospective analyses from the European Study of Cohorts for Air Pollution Effects (ESCAPE). Lancet Oncol 2013;14:813–22. https://doi.org/10.1016/S1470-2045(13)70279-1.Search in Google Scholar PubMed

12. White, AJ, Fisher, JA, Sweeney, MR, Freedman, ND, Kaufman, JD, Silverman, DT, et al.. Ambient fine particulate matter and breast cancer incidence in a large prospective US cohort. J Natl Cancer Inst 2023;116:53–60. https://doi.org/10.1093/jnci/djad170.Search in Google Scholar PubMed PubMed Central

13. White, AJ, Keller, JP, Zhao, S, Carroll, R, Kaufman, JD, Sandler, DP. Air pollution, clustering of particulate matter components, and breast cancer in the sister study: a U.S.-wide cohort. Environ Health Perspect 2019;127:107002. https://doi.org/10.1289/EHP5131.Search in Google Scholar PubMed PubMed Central

14. Yu, P, Guo, S, Xu, R, Ye, T, Li, S, Sim, MR, et al.. Cohort studies of long-term exposure to outdoor particulate matter and risks of cancer: a systematic review and meta-analysis. Innovation (Camb) 2021;2:100143. https://doi.org/10.1016/j.xinn.2021.100143.Search in Google Scholar PubMed PubMed Central

15. Page, MJ, McKenzie, JE, Bossuyt, PM, Boutron, I, Hoffmann, TC, Mulrow, CD, et al.. The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ 2021;372:n71. https://doi.org/10.1136/bmj.n71.Search in Google Scholar PubMed PubMed Central

16. Higgins, JP, Thompson, SG, Deeks, JJ, Altman, DG. Measuring inconsistency in meta-analyses. BMJ 2003;327:557–60. https://doi.org/10.1136/bmj.327.7414.557.Search in Google Scholar PubMed PubMed Central

17. Peters, JL, Sutton, AJ, Jones, DR, Abrams, KR, Rushton, L. Performance of the trim and fill method in the presence of publication bias and between-study heterogeneity. Stat Med 2007;26:4544–62. https://doi.org/10.1002/sim.2889.Search in Google Scholar PubMed

18. Morgan, RL, Thayer, KA, Santesso, N, Holloway, AC, Blain, R, Eftim, SE, et al.. A risk of bias instrument for non-randomized studies of exposures: a users’ guide to its application in the context of GRADE. Environ. Int 2019;122:168–84. https://doi.org/10.1016/j.envint.2018.11.004.Search in Google Scholar PubMed PubMed Central

19. Guyatt, GH, Oxman, AD, Vist, GE, Kunz, R, Falck-Ytter, Y, Alonso-Coello, P, et al.. GRADE: an emerging consensus on rating quality of evidence and strength of recommendations. BMJ 2008;336:924–6. https://doi.org/10.1136/bmj.39489.470347.AD.Search in Google Scholar PubMed PubMed Central

20. Puett, RC, Hart, JE, Yanosky, JD, Spiegelman, D, Wang, M, Fisher, JA, et al.. Particulate matter air pollution exposure, distance to road, and incident lung cancer in the nurses’ health study cohort. Environ Health Perspect 2014;122:926–32. https://doi.org/10.1289/ehp.1307490.Search in Google Scholar PubMed PubMed Central

21. Hart, JE, Spiegelman, D, Beelen, R, Hoek, G, Brunekreef, B, Schouten, LJ, et al.. Long-Term ambient residential traffic-related exposures and measurement error-adjusted risk of incident lung cancer in The Netherlands cohort study on diet and cancer. Environ Health Perspect 2015;123:860–6. https://doi.org/10.1289/ehp.1408762.Search in Google Scholar PubMed PubMed Central

22. To, T, Zhu, J, Villeneuve, PJ, Simatovic, J, Feldman, L, Gao, C, et al.. Chronic disease prevalence in women and air pollution--A 30-year longitudinal cohort study. Environ Int 2015;80:26–32. https://doi.org/10.1016/j.envint.2015.03.017.Search in Google Scholar PubMed

23. Tomczak, A, Miller, AB, Weichenthal, SA, To, T, Wall, C, van Donkelaar, A, et al.. Long-term exposure to fine particulate matter air pollution and the risk of lung cancer among participants of the Canadian National Breast Screening Study. Int J Cancer 2016;139:1958–66. https://doi.org/10.1002/ijc.30255.Search in Google Scholar PubMed

24. Guo, Y, Zeng, H, Zheng, R, Li, S, Barnett, AG, Zhang, S, et al.. The association between lung cancer incidence and ambient air pollution in China: a spatiotemporal analysis. Environ Res 2016;144:60–5. https://doi.org/10.1016/j.envres.2015.11.004.Search in Google Scholar PubMed

25. Hart, JE, Bertrand, KA, DuPre, N, James, P, Vieira, VM, Tamimi, RM, et al.. Long-term particulate matter exposures during adulthood and risk of breast cancer incidence in the nurses’ health study II prospective cohort. Cancer Epidemiol Biomarkers Prev 2016;25:1274–6. https://doi.org/10.1158/1055-9965.EPI-16-024.Search in Google Scholar

26. Pan, WC, Wu, CD, Chen, MJ, Huang, YT, Chen, CJ, Su, HJ, et al.. Fine particle pollution, alanine transaminase, and liver cancer: a Taiwanese prospective cohort study (REVEAL-HBV). J Natl Cancer Inst 2015;108. https://doi.org/10.1093/jnci/djv341. https://doi.org/10.1093/jnci/djv341.Search in Google Scholar PubMed

27. Jørgensen, JT, Johansen, MS, Ravnskjær, L, Andersen, KK, Bräuner, EV, Loft, S, et al.. Long-term exposure to ambient air pollution and incidence of brain tumours: the Danish Nurse Cohort. Neurotoxicology 2016;55:122–30. https://doi.org/10.1016/j.neuro.2016.06.003.Search in Google Scholar PubMed

28. Gharibvand, L, Shavlik, D, Ghamsary, M, Beeson, WL, Soret, S, Knutsen, R, et al.. The association between ambient fine particulate air pollution and lung cancer incidence: results from the AHSMOG-2 study. Environ Health Perspect 2017;125:378–84. https://doi.org/10.1289/EHP124.Search in Google Scholar PubMed PubMed Central

29. Andersen, ZJ, Ravnskjær, L, Andersen, KK, Loft, S, Brandt, J, Becker, T, et al.. Long-term exposure to fine particulate matter and breast cancer incidence in the Danish nurse cohort study. Cancer Epidemiol Biomarkers Prev 2017;26:428–30. https://doi.org/10.1158/1055-9965.EPI-16-0578.Search in Google Scholar PubMed

30. Andersen, ZJ, Stafoggia, M, Weinmayr, G, Pedersen, M, Galassi, C, Jørgensen, JT, et al.. Long-Term exposure to ambient air pollution and incidence of postmenopausal breast cancer in 15 European cohorts within the ESCAPE project. Environ Health Perspect 2017;125:107005. https://doi.org/10.1289/EHP1742.Search in Google Scholar PubMed PubMed Central

31. Villeneuve, PJ, Goldberg, MS, Crouse, DL, To, T, Weichenthal, SA, Wall, C, et al.. Residential exposure to fine particulate matter air pollution and incident breast cancer in a cohort of Canadian women. Environ Epidemiol 2018;2:e021. https://doi.org/10.1097/EE9.0000000000000021.Search in Google Scholar

32. Nagel, G, Chen, J, Jaensch, A, Skodda, L, Rodopoulou, S, Strak, M, et al.. Long-term exposure to air pollution and incidence of gastric and the upper aerodigestive tract cancers in a pooled European cohort: the ELAPSE project. Int J Cancer 2024;154:1900–10. https://doi.org/10.1002/ijc.34864.Search in Google Scholar PubMed

33. Andersen, ZJ, Pedersen, M, Weinmayr, G, Stafoggia, M, Galassi, C, Jørgensen, JT, et al.. Long-term exposure to ambient air pollution and incidence of brain tumor: the European Study of Cohorts for Air Pollution Effects (ESCAPE). Neuro Oncol 2018;20:420–32. https://doi.org/10.1093/neuonc/nox163.Search in Google Scholar PubMed PubMed Central

34. Gowda, SN, DeRoos, AJ, Hunt, RP, Gassett, AJ, Mirabelli, MC, Bird, CE, et al.. Ambient air pollution and lung cancer risk among never-smokers in the Women’s Health Initiative. Environ Epidemiol 2019;3:e076. https://doi.org/10.1097/EE9.0000000000000076.Search in Google Scholar PubMed PubMed Central

35. Coleman, NC, Burnett, RT, Ezzati, M, Marshall, JD, Robinson, AL, Pope, CA. Fine particulate matter exposure and cancer incidence: analysis of SEER cancer registry data from 1992-2016. Environ Health Perspect 2020;128:107004. https://doi.org/10.1289/EHP7246.Search in Google Scholar PubMed PubMed Central

36. Yang, L, Xue, T, Wang, N, Yuan, Y, Liu, S, Li, H, et al.. Burden of lung cancer attributable to ambient fine particles and potential benefits from air quality improvements in Beijing, China: a population-based study. Sci Total Environ 2020;738:140313. https://doi.org/10.1016/j.scitotenv.2020.140313.Search in Google Scholar PubMed

37. Cheng, I, Tseng, C, Wu, J, Yang, J, Conroy, SM, Shariff-Marco, S, et al.. Association between ambient air pollution and breast cancer risk: the multiethnic cohort study. Int J Cancer 2020;146:699–711. https://doi.org/10.1002/ijc.32308.Search in Google Scholar PubMed PubMed Central

38. Wu, AH, Wu, J, Tseng, C, Yang, J, Shariff-Marco, S, Fruin, S, et al.. Association between outdoor air pollution and risk of malignant and benign brain tumors: the multiethnic cohort study. JNCI Cancer Spectr 2020;4:pkz107. https://doi.org/10.1093/jncics/pkz107.Search in Google Scholar PubMed PubMed Central

39. Hvidtfeldt, UA, Severi, G, Andersen, ZJ, Atkinson, R, Bauwelinck, M, Bellander, T, et al.. Long-term low-level ambient air pollution exposure and risk of lung cancer - a pooled analysis of 7 European cohorts. Environ Int 2021;146:106249. https://doi.org/10.1016/j.envint.2020.106249.Search in Google Scholar PubMed

40. Yang, S, Kim, OJ, Shin, M, Kim, WJ, Kim, SY. Association between long-term exposure to high levels of ambient air pollution and incidence of lung cancer in a population-based cohort. Environ Res 2021;198:111214. https://doi.org/10.1016/j.envres.2021.111214.Search in Google Scholar PubMed

41. White, AJ, Gregoire, AM, Niehoff, NM, Bertrand, KA, Palmer, JR, Coogan, PF, et al.. Air pollution and breast cancer risk in the Black Women’s Health Study. Environ Res 2021;194:110651. https://doi.org/10.1016/j.envres.2020.110651.Search in Google Scholar PubMed PubMed Central

42. Yu, P, Guo, Y, Gao, CX, Dimitriadis, C, Ikin, JF, Del Monaco, A, et al.. Impacts of high concentration, medium duration coal mine fire related PM2.5 on cancer incidence: 5-year follow-up of the hazelwood health study. Environ Health Insights 2021;15. https://doi.org/10.1177/11786302211059722.Search in Google Scholar PubMed PubMed Central

43. So, R, Chen, J, Mehta, AJ, Liu, S, Strak, M, Wolf, K, et al.. Long-term exposure to air pollution and liver cancer incidence in six European cohorts. Int J Cancer 2021;149:1887–97. https://doi.org/10.1002/ijc.33743.Search in Google Scholar PubMed

44. Chu, H, Xin, J, Yuan, Q, Wu, Y, Du, M, Zheng, R, et al.. A prospective study of the associations among fine particulate matter, genetic variants, and the risk of colorectal cancer. Environ Int 2021;147:106309. https://doi.org/10.1016/j.envint.2020.106309.Search in Google Scholar PubMed

45. Bogumil, D, Wu, AH, Stram, D, Yang, J, Tseng, CC, Le Marchand, L, et al.. The association between ambient air pollutants and pancreatic cancer in the multiethnic cohort study. Environ Res 2021;202:111608. https://doi.org/10.1016/j.envres.2021.111608.Search in Google Scholar PubMed PubMed Central

46. Cheng, I, Yang, J, Tseng, C, Wu, J, Shariff-Marco, S, Park, SL, et al.. Traffic-related air pollution and lung cancer incidence: the California multiethnic cohort study. Am J Respir Crit Care Med 2022;206:1008–18. https://doi.org/10.1164/rccm.202107-1770OC.Search in Google Scholar PubMed PubMed Central

47. Erhunmwunsee, L, Wing, SE, Zou, X, Coogan, P, Palmer, JR, Lennie Wong, F. Neighborhood disadvantage and lung cancer risk in a national cohort of never smoking Black women. Lung Cancer 2022;173:21–7. https://doi.org/10.1016/j.lungcan.2022.08.022.Search in Google Scholar PubMed PubMed Central

48. Lo, WC, Ho, CC, Tseng, E, Hwang, JS, Chan, CC, Lin, HH. Long-term exposure to ambient fine particulate matter (PM2.5) and associations with cardiopulmonary diseases and lung cancer in Taiwan: a nationwide longitudinal cohort study. Int J Epidemiol 2022;51:1230–42. https://doi.org/10.1093/ije/dyac082.Search in Google Scholar PubMed

49. Chen, J, Rodopoulou, S, Strak, M, de Hoogh, K, Taj, T, Poulsen, AH, et al.. Long-term exposure to ambient air pollution and bladder cancer incidence in a pooled European cohort: the ELAPSE project. Br J Cancer 2022;126:1499–507. https://doi.org/10.1038/s41416-022-01735-4.Search in Google Scholar PubMed PubMed Central

50. Hvidtfeldt, UA, Taj, T, Chen, J, Rodopoulou, S, Strak, M, de Hoogh, K, et al.. Long term exposure to air pollution and kidney parenchyma cancer – effects of low-level air pollution: a Study in Europe (ELAPSE). Environ Res 2022;215:114385. https://doi.org/10.1016/j.envres.2022.114385.Search in Google Scholar PubMed

51. Liu, CS, Wei, Y, Danesh Yazdi, M, Qiu, X, Castro, E, Zhu, Q, et al.. Long-term association of air pollution and incidence of lung cancer among older Americans: a national study in the Medicare cohort. Environ Int 2023;181:108266. https://doi.org/10.1016/j.envint.2023.108266.Search in Google Scholar PubMed PubMed Central

52. Liang, H, Zhou, X, Zhu, Y, Li, D, Jing, D, Su, X, et al.. Association of outdoor air pollution, lifestyle, genetic factors with the risk of lung cancer: a prospective cohort study. Environ Res 2023;218:114996. https://doi.org/10.1016/j.envres.2022.114996.Search in Google Scholar PubMed

53. Wang, X, Wang, T, Hua, J, Cai, M, Qian, Z, Wang, C, et al.. Histological types of lung cancer attributable to fine particulate, smoking, and genetic susceptibility. Sci Total Environ 2023;858:159890. https://doi.org/10.1016/j.scitotenv.2022.159890.Search in Google Scholar PubMed

54. Hvidtfeldt, UA, Chen, J, Rodopoulou, S, Strak, M, de Hoogh, K, Andersen, ZJ, et al.. Long-term air pollution exposure and malignant intracranial tumours of the central nervous system: a pooled analysis of six European cohorts. Br J Cancer 2023;129:656–64. https://doi.org/10.1038/s41416-023-02348-1.Search in Google Scholar PubMed PubMed Central

55. Smotherman, C, Sprague, B, Datta, S, Braithwaite, D, Qin, H, Yaghjyan, L. Association of air pollution with postmenopausal breast cancer risk in UK Biobank. Breast Cancer Res 2023;25:83. https://doi.org/10.1186/s13058-023-01681-w.Search in Google Scholar PubMed PubMed Central

56. Terre-Torras, I, Recalde, M, Díaz, Y, de Bont, J, Bennett, M, Aragón, M, et al.. Air pollution and green spaces in relation to breast cancer risk among pre and postmenopausal women: a mega cohort from Catalonia. Environ Res 2022;214:113838. https://doi.org/10.1016/j.envres.2022.113838.Search in Google Scholar PubMed

57. Sun, D, Liu, C, Zhu, Y, Yu, C, Guo, Y, Sun, D, et al.. Long-Term exposure to fine particulate matter and incidence of esophageal cancer: a prospective study of 0.5 million Chinese adults. Gastroenterology 2023;165:61–70.e5. https://doi.org/10.1053/j.gastro.2023.03.233.Search in Google Scholar PubMed PubMed Central

58. Hvidtfeldt, UA, Chen, J, Rodopoulou, S, Strak, M, de Hoogh, K, Andersen, ZJ, et al.. Breast cancer incidence in relation to long-term low-level exposure to air pollution in the ELAPSE pooled cohort. Cancer Epidemiol Biomarkers Prev 2023;32:105–13. https://doi.org/10.1158/1055-9965.Search in Google Scholar

59. Hvidtfeldt, UA, Chen, J, Rodopoulou, S, Strak, M, de Hoogh, K, Andersen, ZJ, et al.. Multiple myeloma risk in relation to long-term air pollution exposure – a pooled analysis of four European cohorts. Environ Res 2023;239:117230. https://doi.org/10.1016/j.envres.2023.117230.Search in Google Scholar PubMed

60. Fan, HC, Chen, CY, Hsu, YC, Chou, RH, Teng, CJ, Chiu, CH, et al.. Increased risk of incident nasopharyngeal carcinoma with exposure to air pollution. PLoS One 2018;13:e0204568. https://doi.org/10.1371/journal.pone.0204568.Search in Google Scholar PubMed PubMed Central

61. Li, J, Lu, X, Liu, F, Liang, F, Huang, K, Yang, X, et al.. Chronic effects of high fine particulate matter exposure on lung cancer in China. Am J Respir Crit Care Med 2020;202:1551–9. https://doi.org/10.1164/rccm.202001-0002OC.Search in Google Scholar PubMed PubMed Central

62. Lim, EH, Franklin, P, Trevenen, ML, Nieuwenhuijsen, M, Yeap, BB, Almeida, OP, et al.. Exposure to low-level ambient air pollution and the relationship with lung and bladder cancer in older men, in Perth, Western Australia. Br J Cancer 2023;129:1500–9. https://doi.org/10.1038/s41416-023-02411-x.Search in Google Scholar PubMed PubMed Central

63. Wang, J, Lin, C, Chu, Y, Deng, H, Shen, Z. Association between long-term exposure to air pollution and the risk of incident laryngeal cancer: a longitudinal UK Biobank-based study. Environ Sci Pollut Res Int 2023;30:58295–303. https://doi.org/10.1007/s11356-023-26519-y.Search in Google Scholar PubMed PubMed Central

64. Niehoff, NM, Terry, MB, Bookwalter, DB, Kaufman, JD, O’Brien, KM, Sandler, DP, et al.. Air pollution and breast cancer: an examination of modification by underlying familial breast cancer risk. Cancer Epidemiol Biomarkers Prev 2022;31:422–9. https://doi.org/10.1158/1055-9965.Search in Google Scholar

65. Bai, L, Shin, S, Burnett, RT, Kwong, JC, Hystad, P, van Donkelaar, A, et al.. Exposure to ambient air pollution and the incidence of lung cancer and breast cancer in the Ontario Population Health and Environment Cohort. Int J Cancer 2020;146:2450–9. https://doi.org/10.1002/ijc.32575.Search in Google Scholar PubMed

66. Gharibvand, L, Lawrence Beeson, W, Shavlik, D, Knutsen, R, Ghamsary, M, Soret, S, et al.. The association between ambient fine particulate matter and incident adenocarcinoma subtype of lung cancer. Environ Health 2017;16:71. https://doi.org/10.1186/s12940-017-0268-7.Search in Google Scholar PubMed PubMed Central

67. Brown, JA, Ish, JL, Chang, CJ, Bookwalter, DB, O’Brien, KM, Jones, RR, et al.. Outdoor air pollution exposure and uterine cancer incidence in the sister study. J Natl Cancer Inst 2024;116:948–56. https://doi.org/10.1093/jnci/djae031.Search in Google Scholar PubMed PubMed Central

68. Thomas, AL, Rhee, J, Fisher, JA, Horner, MJ, Jones, RR. Fine particulate matter, noise pollution, and greenspace and prostate cancer risk in the prostate, lung, colorectal, and ovarian (PLCO) cancer screening trial cohort. Cancer Epidemiol Biomarkers Prev 2024;33:857–60. https://doi.org/10.1158/1055-9965.EPI-23-1413.Search in Google Scholar PubMed PubMed Central

69. Taj, T, Chen, J, Rodopoulou, S, Strak, M, de Hoogh, K, Poulsen, AH, et al.. Long-term exposure to ambient air pollution and risk of leukemia and lymphoma in a pooled European cohort. Environ Pollut 2024;343:123097. https://doi.org/10.1016/j.envpol.2023.123097.Search in Google Scholar PubMed

70. Song, Y, Yang, L, Kang, N, Wang, N, Zhang, X, Liu, S, et al.. Associations of incident female breast cancer with long-term exposure to PM and its constituents: findings from a prospective cohort study in Beijing, China. J Hazard Mater 2024;473:134614. https://doi.org/10.1016/j.jhazmat.2024.134614.Search in Google Scholar PubMed

71. Ma, X, Fisher, JA, McGlynn, KA, Liao, LM, Vasiliou, V, Sun, N, et al.. Long-term exposure to ambient fine particulate matter and risk of liver cancer in the NIH-AARP Diet and Health Study. Environ Int 2024;187:108637. https://doi.org/10.1016/j.envint.2024.108637.Search in Google Scholar PubMed PubMed Central

72. Diver, WR, Teras, LR, Deubler, EL, Turner, MC. Outdoor air pollution and risk of incident adult haematologic cancer subtypes in a large US prospective cohort. Br J Cancer 2024;131:149–58. https://doi.org/10.1038/s41416-024-02718-3.Search in Google Scholar PubMed PubMed Central

73. Ish, JL, Chang, CJ, Bookwalter, DB, Jones, RR, O’Brien, KM, Kaufman, JD, et al.. Outdoor air pollution exposure and ovarian cancer incidence in a United States-wide prospective cohort study. Environ Health Perspect 2024;132:107701. https://doi.org/10.1289/EHP14729.Search in Google Scholar PubMed PubMed Central

74. Yang, L, Kang, N, Wang, N, Zhang, X, Liu, S, Li, H, et al.. Specifying the associations between PM2.5 constituents and gastrointestinal cancer incidence: findings from a prospective cohort study in Beijing, China. Environ Sci Technol 2024;58:21489–98. https://doi.org/10.1021/acs.est.4c10986.Search in Google Scholar PubMed

75. Nakhjirgan, P, Kashani, H, Kermani, M. Exposure to outdoor particulate matter and risk of respiratory diseases: a systematic review and meta-analysis. Environ Geochem Health 2023;46:20. https://doi.org/10.1007/s10653-023-01807-1.Search in Google Scholar PubMed

76. Ramamoorthy, T, Nath, A, Singh, S, Mathew, S, Pant, A, Sheela, S, et al.. Assessing the global impact of ambient air pollution on cancer incidence and mortality: a comprehensive meta-analysis. JCO Glob Oncol 2024;10:e2300427. https://doi.org/10.1200/GO.23.00427.Search in Google Scholar PubMed PubMed Central

77. Schuller, H. Mechanisms of smoking-related lung and pancreatic adenocarcinoma development. Nat Rev Cancer 2002;2:455–63. https://doi.org/10.1038/nrc824.Search in Google Scholar PubMed

78. Ding, Q, Chen, D, Wang, W, Chen, Y. Progress in research on the cribriform component in lung adenocarcinoma. Zhongguo Fei Ai Za Zhi 2020;23:621–5. https://doi.org/10.3779/j.issn.1009-3419.2020.101.1.Search in Google Scholar

79. Su, J, Ye, Q, Zhang, D, Zhou, J, Tao, R, Ding, Z, et al.. Joint association of cigarette smoking and PM2.5 with COPD among urban and rural adults in regional China. BMC Pulm Med 2021;21:87. https://doi.org/10.1186/s12890-021-01465-y.Search in Google Scholar PubMed PubMed Central

80. Chung, C, Park, SY, Huh, JY, Kim, NH, Shon, C, Oh, EY, et al.. Fine particulate matter aggravates smoking induced lung injury via NLRP3/caspase-1 pathway in COPD. J Inflamm (Lond) 2024;21:13. https://doi.org/10.1186/s12950-024-00384-z.Search in Google Scholar PubMed PubMed Central

81. Ciabattini, M, Rizzello, E, Lucaroni, F, Palombi, L, Boffetta, P. Systematic review and meta-analysis of recent high-quality studies on exposure to particulate matter and risk of lung cancer. Environ Res 2021;196:110440. https://doi.org/10.1016/j.envres.2020.110440.Search in Google Scholar PubMed

82. Huang, F, Pan, B, Wu, J, Chen, E, Chen, L. Relationship between exposure to PM2.5 and lung cancer incidence and mortality: a meta-analysis. Oncotarget 2017;8:43322–31. https://doi.org/10.18632/oncotarget.17313.Search in Google Scholar PubMed PubMed Central

83. Bade, BC, Dela Cruz, CS. Lung cancer 2020: epidemiology, etiology, and prevention. Clin Chest Med 2020;41:1–24. https://doi.org/10.1016/j.ccm.2019.10.001.Search in Google Scholar PubMed

84. Tran, KB, Lang, JJ, Compton, K, Rixing, X, Alistair, RA, Hannah, JH, et al.. The global burden of cancer attributable to risk factors, 2010-19: a systematic analysis for the Global Burden of disease study 2019. Lancet 2022;400:563–91. https://doi.org/10.1016/S0140-6736(22)01438-6.Search in Google Scholar PubMed PubMed Central

85. Wang, R, Wang, P, Zhou, Y, Wang, Y, Xu, C, Wang, Z, et al.. Association between long-term ambient air pollution exposure and the incidence of breast cancer: a meta-analysis based on updated evidence. Ecotoxicol Environ Saf 2025;289:117472. https://doi.org/10.1016/j.ecoenv.2024.117472.Search in Google Scholar PubMed

86. Niehoff, NM, Keil, AP, Jones, RR, Fan, S, Gierach, GL, White, AJ. Outdoor air pollution and terminal duct lobular involution of the normal breast. Breast Cancer Res 2020;22:100. https://doi.org/10.1186/s13058-020-01339-x.Search in Google Scholar PubMed PubMed Central

87. Lipworth, L. Epidemiology of breast cancer. Eur J Cancer Prev 1995;4:7–30. https://doi.org/10.1097/00008469-199502000-00002.Search in Google Scholar PubMed

88. Key, TJ, Verkasalo, PK, Banks, E. Epidemiology of breast cancer. Lancet Oncol 2001;2:133–40. https://doi.org/10.1016/S1470-2045(00)00254-0.Search in Google Scholar PubMed

89. Yip, CH, Rhodes, A. Estrogen and progesterone receptors in breast cancer. Future Oncol 2014;10:2293–301. https://doi.org/10.2217/fon.14.110.Search in Google Scholar PubMed

90. Darbre, PD. Overview of air pollution and endocrine disorders. Int J Gen Med 2018;11:191–207. https://doi.org/10.2147/IJGM.S102230.Search in Google Scholar PubMed PubMed Central

91. Choe, SY, Kim, SJ, Kim, HG, Lee, JH, Choi, Y, Lee, H, et al.. Evaluation of estrogenicity of major heavy metals. Sci Total Environ 2003;312:15–21. https://doi.org/10.1016/S0048-9697(03)00190-6.Search in Google Scholar PubMed

92. Yaghjyan, L, Arao, R, Brokamp, C, O’Meara, ES, Sprague, BL, Ghita, G, et al.. Association between air pollution and mammographic breast density in the Breast Cancer Surveilance Consortium. Breast Cancer Res 2017;19:36. https://doi.org/10.1186/s13058-017-0828-3.Search in Google Scholar PubMed PubMed Central

93. White, AJ, Weinberg, CR, O’Meara, ES, Sandler, DP, Sprague, BL. Airborne metals and polycyclic aromatic hydrocarbons in relation to mammographic breast density. Breast Cancer Res 2019;21:24. https://doi.org/10.1186/s13058-019-1110-7.Search in Google Scholar PubMed PubMed Central

94. Na, HW, Kim, HS, Choi, H, Cha, N, Seo, YR, Hong, YD, et al.. Transcriptome analysis of particulate matter 2.5-induced abnormal effects on human sebocytes. Int J Mol Sci 2022;23:11534. https://doi.org/10.3390/ijms231911534.Search in Google Scholar PubMed PubMed Central

95. Liu, C, Yang, J, Du, X, Geng, X. Filtered air intervention modulates hypothalamic-pituitary-thyroid/gonadal axes by attenuating inflammatory responses in adult rats after fine particulate matter (PM2.5) exposure. Environ Sci Pollut Res Int 2022;29:74851–60. https://doi.org/10.1007/s11356-022-21102-3.Search in Google Scholar PubMed

96. Tian, L, Li, Y, Liu, HL, Lai, WQ, Shi, Y, Liu, XH, et al.. Exposure to PM2.5 enhances the PI3K/AKT signaling and malignancy of ERα expression-dependent non-small cell lung carcinoma. Biomed Environ Sci 2021;34:319–23. https://doi.org/10.3967/bes2021.041.Search in Google Scholar PubMed

97. Wei, W, Wu, BJ, Wu, Y, Tong, ZT, Zhong, F, Hu, CY. Association between long-term ambient air pollution exposure and the risk of breast cancer: a systematic review and meta-analysis. Environ Sci Pollut Res Int 2021;28:63278–96. https://doi.org/10.1007/s11356-021-14903-5.Search in Google Scholar PubMed

98. Wolf, K, Stafoggia, M, Cesaroni, G, Andersen, ZJ, Beelen, R, Galassi, C, et al.. Long-term exposure to particulate matter constituents and the incidence of coronary events in 11 European cohorts. Epidemiology 2015;26:565–74. https://doi.org/10.1097/EDE.0000000000000300.Search in Google Scholar PubMed

99. Chuang, M, Chou, C, Hsiao, T, Lin, K, Lin, N, Lin, W, et al.. Analyzing the increasing importance of nitrate in Taiwan from long-term trend of measurements. Atmos Environ 2021;267:118749. https://doi.org/10.1016/j.atmosenv.2021.118749.Search in Google Scholar

100. Jemal, A, Thun, MJ, Ries, LA, Howe, HL, Weir, HK, Center, MM, et al.. Annual report to the nation on the status of cancer, 1975-2005, featuring trends in lung cancer, tobacco use, and tobacco control. J Natl Cancer Inst 2008;100:1672–94. https://doi.org/10.1093/jnci/djn389.Search in Google Scholar PubMed PubMed Central

101. Yan, R, Tse, LA, Liu, Z, Bo, J, Chan, EY, Wang, Y, et al.. Ethnic differences in spirometry measurements in China: results from a large community-based epidemiological study. Respirology 2018;23:704–13. https://doi.org/10.1111/resp.13258.Search in Google Scholar PubMed

102. Kim, JW, Park, S, Lim, CW, Lee, K, Kim, B. The role of air pollutants in initiating liver disease. Toxicol Res 2014;30:65–70. https://doi.org/10.5487/TR.2014.30.2.065.Search in Google Scholar PubMed PubMed Central

103. Turner, MC, Andersen, ZJ, Baccarelli, A, Diver, WR, Gapstur, SM, Pope, CA, et al.. Outdoor air pollution and cancer: an overview of the current evidence and public health recommendations. CA Cancer J Clin 2020;25. https://doi.org/10.3322/caac.21632.Search in Google Scholar PubMed PubMed Central

104. Valavanidis, A, Fiotakis, K, Vlachogianni, T. Airborne particulate matter and human health: toxicological assessment and importance of size and composition of particles for oxidative damage and carcinogenic mechanisms. J Environ Sci Health C Environ Carcinog Ecotoxicol Rev 2008;26:339–62. https://doi.org/10.1080/10590500802494538.Search in Google Scholar PubMed

105. Guo, Y, Zhao, J, Ma, X, Cai, M, Chi, Y, Sun, C, et al.. Phytochemical reduces toxicity of PM2.5: a review of research progress. Nutr Rev 2024;82:654–63. https://doi.org/10.1093/nutrit/nuad077.Search in Google Scholar PubMed

106. Xie, W, You, J, Zhi, C, Li, L. The toxicity of ambient fine particulate matter (PM2.5) to vascular endothelial cells. J Appl Toxicol 2021;41:713–23. https://doi.org/10.1002/jat.4138.Search in Google Scholar PubMed

107. Du, Y, Xu, X, Chu, M, Guo, Y, Wang, J. Air particulate matter and cardiovascular disease: the epidemiological, biomedical and clinical evidence. J Thorac Dis 2016;8:E8–19. https://doi.org/10.3978/j.issn.2072-1439.2015.11.3.Search in Google Scholar

108. Qi, Z, Zhang, Y, Chen, ZF, Yang, C, Song, Y, Liao, X, et al.. Chemical identity and cardiovascular toxicity of hydrophobic organic components in PM2.5. Ecotoxicol Environ Saf 2020;201:110827. https://doi.org/10.1016/j.ecoenv.2020.110827.Search in Google Scholar PubMed

109. Su, R, Jin, X, Li, H, Huang, L, Li, Z. The mechanisms of PM2.5 and its main components penetrate into HUVEC cells and effects on cell organelles. Chemosphere 2020;241:125127. https://doi.org/10.1016/j.chemosphere.2019.125127.Search in Google Scholar PubMed

110. Wang, Y, Tang, M. PM2.5 induces autophagy and apoptosis through endoplasmic reticulum stress in human endothelial cells. Sci Total Environ 2020;710:136397. https://doi.org/10.1016/j.scitotenv.2019.136397.Search in Google Scholar PubMed

111. Pritchett, N, Spangler, EC, Gray, GM, Livinski, AA, Sampson, JN, Dawsey, SM, et al.. Exposure to outdoor particulate matter air pollution and risk of gastrointestinal cancers in adults: a systematic review and meta-analysis of epidemiologic evidence. Environ Health Perspect 2022;130:36001. https://doi.org/10.1289/EHP9620.Search in Google Scholar PubMed PubMed Central


Supplementary Material

This article contains supplementary material (https://doi.org/10.1515/reveh-2024-0171).


Received: 2024-11-22
Accepted: 2025-03-04
Published Online: 2025-04-22
Published in Print: 2025-12-17

© 2025 Walter de Gruyter GmbH, Berlin/Boston

Downloaded on 21.12.2025 from https://www.degruyterbrill.com/document/doi/10.1515/reveh-2024-0171/html
Scroll to top button