Skip to main content

Advertisement

Log in

The effects of PM2.5 on lung cancer-related mortality in different regions and races: A systematic review and meta-analysis of cohort studies

  • Published:
Air Quality, Atmosphere & Health Aims and scope Submit manuscript

Abstract

Given the increasing environmental pollution around the world, air pollutants such as particulate matters (PM) have been becoming typical carcinogenic factors to cause lung cancer. The PM with aerodynamic diameter less than or equal to 2.5 μm (PM2.5) plays an important role in lung cancer mortality. However, effects of PM2.5 on the mortality of lung cancer patients have not been investigated well. The purpose of this study is to assess the associations between PM2.5 exposure and lung cancer-related mortality, by regions and races. This systematic review was developed and conducted according to PRISMA protocol. A comprehensive literature search for peer-reviewed studies published up to October 2021 was conducted using the electronic databases PubMed, EMBASE, and Cochrane Library. The identified records were carefully evaluated following the PICOS criteria. Relative risks (RRs) and 95% confidence interval (CI) of lung cancer mortality associated with PM2.5 were extracted and meta-analyzed. The Chi-squared test, Begg’s test, and Eggerr analysis were performed to assess the heterogeneity and publication bias. Sensitivity analysis and subgroup analysis were also conducted to make sure the authenticity and stability of the present study. In total, 16 studies met the inclusion criteria. For the overall effects of PM2.5 on lung cancer-related mortality, there was heterogeneity among the included studies (I2 = 62.30%, P < 0.01); thus, the random effects model was chosen to conduct related analysis. The pooled adjusted RR of lung cancer mortality associated with PM2.5 was 1.12 (95% CI: 1.09–1.15) for per 10 µg/m3 increase in PM2.5 concentrations. For different continents, the RRs of subgroup analysis in North-America, Asia, and Europe were 1.16 (1.09–1.22), 1.08 (CI: 1.07–1.09), and 1.14 (CI: 1.04–1.23), respectively. Subgroup analysis by race showed that for Mongoloid RR = 1.08 (1.07–1.09), and for Caucasoid RR = 1.13 (CI: 1.11–1.15). With per 10 µg/m3 increase in PM2.5, the mortality rate of Caucasoid lung cancer patients increased by 1.13 times, greater than that of the Mongoloid. Increase in PM2.5 concentrations is associated positively with the mortality of lung cancer patients. For different regions and races, the adverse effects of PM2.5 are discrepant. Our Findings can provide necessary evidence to protect public health further from air pollution.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Data availability

No applicable. No data need to be provided.

References

  • Adam M, Schikowski T, Carsin AE, Cai Y, Jacquemin B, Sanchez M et al (2015) Adult lung function and long-term air pollution exposure. ESCAPE: a multicentre cohort study and meta-analysis. Eur Respir J 45:38–50

    Article  CAS  Google Scholar 

  • Atkinson RW, Carey IM, Kent AJ, van Staa TP, Anderson HR, Cook DG (2015) Long-term exposure to outdoor air pollution and the incidence of chronic obstructive pulmonary disease in a national English cohort. Occup Environ Med 72:42–48

    Article  CAS  Google Scholar 

  • Beelen R, Hoek G, van den Brandt PA, Goldbohm RA, Fischer P, Schouten LJ et al (2008) Long-term exposure to traffic-related air pollution and lung cancer risk. Epidemiology 19:702–710

    Article  Google Scholar 

  • Burnett RT, Pope CA 3rd, Ezzati M, Olives C, Lim SS, Mehta S et al (2014) An integrated risk function for estimating the global burden of disease attributable to ambient fine particulate matter exposure. Environ Health Perspect 122:397–403

    Article  Google Scholar 

  • Brunekreef B, Beelen R, Hoek G, Schouten L, Bausch-Goldbohm S, Fischer P, et al (2009) Effects of long-term exposure to traffic-related air pollution on respiratory and cardiovascular mortality in the Netherlands: the NLCS-AIR study. Research report (Health Effects Institute). 5–71; discussion 3–89

  • Cai DP, He YM (2016) Daily lifestyles in the fog and haze weather. J Thorac Dis 8:E75–E77

    Google Scholar 

  • Chen G, Wan X, Yang G, Zou X (2015) Traffic-related air pollution and lung cancer: a meta-analysis. Thorac Cancer 6:307–318

    Article  Google Scholar 

  • Cifuentes L, Borja-Aburto VH, Gouveia N, Thurston G, Davis DL (2001) Climate change. Hidden health benefits of greenhouse gas mitigation. Science 293(5533):1257–1259. https://doi.org/10.1126/science.1063357

    Article  CAS  Google Scholar 

  • Collaborators GBoDS (2015) Global, regional, and national incidence, prevalence, and years lived with disability for 301 acute and chronic diseases and injuries in 188 countries, 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013. Lancet 386:743–800

    Article  Google Scholar 

  • Correia AW, Pope CA 3rd, Dockery DW, Wang Y, Ezzati M, Dominici F (2013) Effect of air pollution control on life expectancy in the United States: an analysis of 545 U.S. counties for the period from 2000 to 2007. Epidemiology 24:23–31

    Article  Google Scholar 

  • Forouzanfar MH, Afshin A, Alexander LT, Anderson HR, Bhutta ZA, Biryukov S et al (2016) Global, regional, and national comparative risk assessment of 79 behavioural, environmental and occupational, and metabolic risks or clusters of risks, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015. Lancet 388:1659–1724

    Article  Google Scholar 

  • Ginsberg GM, Kaliner E, Grotto I (2016) Mortality, hospital days and expenditures attributable to ambient air pollution from particulate matter in Israel. Isr J Health Policy Res 5:51

    Article  Google Scholar 

  • Gao J, Woodward A, Vardoulakis S, Kovats S, Wilkinson P, Li L et al (2017) Haze, public health and mitigation measures in China: a review of the current evidence for further policy response. Sci Total Environ 578:148–157

    Article  CAS  Google Scholar 

  • Guo Y, Zeng H, Zheng R, Li S, Barnett AG, Zhang S et al (2016) The association between lung cancer incidence and ambient air pollution in China: a spatiotemporal analysis. Environ Res 144:60–65

    Article  CAS  Google Scholar 

  • Hamra GB, Guha N, Cohen A, Laden F, Raaschou-Nielsen O, Samet JM et al (2014) Outdoor particulate matter exposure and lung cancer: a systematic review and meta-analysis. Environ Health Perspect 122:906–911

    Article  Google Scholar 

  • Heinrich J, Thiering E, Rzehak P, Kramer U, Hochadel M, Rauchfuss KM et al (2013) Long-term exposure to NO2 and PM10 and all-cause and cause-specific mortality in a prospective cohort of women. Occup Environ Med 70:179–186

  • Higgins JPT, Green S (eds) (2011) Cochrane Handbook for Systematic Reviews of Interventions Version 5.1.0 [updated March 2011]. The Cochrane Collaboration, available from www.handbook.cochrane.org. Accessed 29 Apr 2021

  • Hoek G, Raaschou-Nielsen O (2014) Impact of fine particles in ambient air on lung cancer. Chin J Cancer 33:197–203

    Google Scholar 

  • Huang YC (2014) Outdoor air pollution: a global perspective. J Occup Environ Med 56(Suppl 10):S3-7

    Article  CAS  Google Scholar 

  • Huang F, Pan B, Wu J, Chen E, Chen L (2017) Relationship between exposure to PM2.5 and lung cancer incidence and mortality: a meta-analysis. Oncotarget 8:43322–43331

    Article  Google Scholar 

  • Hystad P, Demers PA, Johnson KC, Carpiano RM, Brauer M (2013) Long-term residential exposure to air pollution and lung cancer risk. Epidemiology 24:762–772

    Article  Google Scholar 

  • Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. CA Cancer J Clin 61:69–90

    Article  Google Scholar 

  • Jerrett M, Burnett RT, Ma R, Pope CA 3rd, Krewski D, Newbold KB et al (2005) Spatial analysis of air pollution and mortality in Los Angeles. Epidemiology 16:727–736

    Article  Google Scholar 

  • Jerrett M, Burnett RT, Beckerman BS, Turner MC, Krewski D, Thurston G et al (2013) Spatial analysis of air pollution and mortality in California. Am J Respir Crit Care Med 188:593–599

    Article  Google Scholar 

  • Krewski D, Jerrett M, Burnett RT, Ma R, Hughes E, Shi Y et al (2009) Extended follow-up and spatial analysis of the American Cancer Society study linking particulate air pollution and mortality. Res Rep Health Eff Inst 140:5–114; discussion 115-36. https://pubmed.ncbi.nlm.nih.gov/19627030/

  • Laden F, Schwartz J, Speizer FE, Dockery DW (2006) Reduction in fine particulate air pollution and mortality: extended follow-up of the Harvard Six Cities study. Am J Respir Crit Care Med 173:667–672

    Article  CAS  Google Scholar 

  • Lepeule J, Laden F, Dockery D, Schwartz J (2012) Chronic exposure to fine particles and mortality: an extended follow-up of the Harvard Six Cities study from 1974 to 2009. Environ Health Perspect 120:965–970

    Article  Google Scholar 

  • Li YG, Gao X (2014) Epidemiologic studies of particulate matter and lung cancer. Chin J Cancer 33:376–380

    CAS  Google Scholar 

  • Li TT, Du YJ, Mo Y, Xue WB, Xu DQ (2013) Wang JN [Assessment of haze-related human health risks for four Chinese cities during extreme haze in January 2013]. Zhonghua Yi Xue Za Zhi 93:2699–2702

    CAS  Google Scholar 

  • Lim SS, Vos T, Flaxman AD, Danaei G, Shibuya K, Adair-Rohani H et al (2012) A comparative risk assessment of burden of disease and injury attributable to 67 risk factors and risk factor clusters in 21 regions, 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010. Lancet 380:2224–2260

    Article  Google Scholar 

  • Loomis D, Grosse Y, Lauby-Secretan B, El Ghissassi F, Bouvard V, Benbrahim-Tallaa L et al (2013) The carcinogenicity of outdoor air pollution. Lancet Oncol 14:1262–1263

    Article  CAS  Google Scholar 

  • Loomis D, Huang W, Chen G (2014) The International Agency for Research on Cancer (IARC) evaluation of the carcinogenicity of outdoor air pollution: focus on China. Chin J Cancer 33:189–196

    Article  CAS  Google Scholar 

  • Lu K, Qin Y, He GX, Gao GF (2013) The impact of haze weather on health: a view to future. Biomed Environ Sci BES 26:945–946

    Google Scholar 

  • Lu F, Xu D, Cheng Y, Dong S, Guo C, Jiang X et al (2015) Systematic review and meta-analysis of the adverse health effects of ambient PM2.5 and PM10 pollution in the Chinese population. Environ Res 136:196–204

  • Madaniyazi L, Guo Y, Yu W, Tong S (2015) Projecting future air pollution-related mortality under a changing climate: progress, uncertainties and research needs. Environ Int 75C:21–32

    Article  CAS  Google Scholar 

  • Moore JX, Akinyemiju T, Wang HE (2017) Pollution and regional variations of lung cancer mortality in the United States. Cancer Epidemiol 49:118–127

    Article  Google Scholar 

  • Pope CA 3rd, Thun MJ, Namboodiri MM, Dockery DW, Evans JS, Speizer FE et al (1995) Particulate air pollution as a predictor of mortality in a prospective study of U.S. adults. Am J Respir Crit Care Med 151:669–674

    Article  Google Scholar 

  • Pope CA 3rd, Burnett RT, Thun MJ, Calle EE, Krewski D, Ito K et al (2002) Lung cancer, cardiopulmonary mortality, and long-term exposure to fine particulate air pollution. JAMA 287:1132–1141

    Article  CAS  Google Scholar 

  • Pun VC, Kazemiparkouhi F, Manjourides J, Suh HH (2017) Long-term PM2.5 exposure and respiratory, cancer, and cardiovascular mortality in older US adults. Am J Epidemiol 186(8):961–969

    Article  Google Scholar 

  • Raaschou-Nielsen O, Andersen ZJ, Beelen R, Samoli E, Stafoggia M, Weinmayr G et al (2013) 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 14:813–822

    Article  Google Scholar 

  • Ren J, Li B, Yu D, Liu J, Ma Z (2016) Approaches to prevent the patients with chronic airway diseases from exacerbation in the haze weather. J Thorac Dis 8:E1-7

    Article  Google Scholar 

  • Ryerson AB, Eheman CR, Altekruse SF, Ward JW, Jemal A, Sherman RL et al (2016) Annual report to the nation on the status of cancer, 1975–2012, featuring the increasing incidence of liver cancer. Cancer 122:1312–1337

    Article  Google Scholar 

  • Smith KR, Woodward A, Campbell-Lendrum D, Chadee D, Honda Y, Liu Q et al (2014) Human health: impacts, adaptation, and co-benefits. In: Climate Change 2014: Impacts, Adaptation, and Vulnerability. Part A: Global and Sectoral Aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, Cambridge, United Kingdom and New York, NY, USA, pp 709–754. From IPCC 5th Assessment Report. https://www.ipcc.ch/

  • Sung H, Ferlay J, Siegel RL, Laversanne M, Soerjomataram I, Jemal A, Bray F (2021) Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71(3):209–249

    Article  Google Scholar 

  • Tainio M, Tuomisto JT, Hanninen O, Ruuskanen J, Jantunen MJ, Pekkanen J (2007) Parameter and model uncertainty in a life-table model for fine particles (PM2.5): a statistical modeling study. Environ Health 6:24

    Article  CAS  Google Scholar 

  • Tie X, Wu D, Brasseur G (2009) Lung cancer mortality and exposure to atmospheric aerosol particles in Guangzhou. China Atmos Environ 43:2375–2377

    Article  CAS  Google Scholar 

  • Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A (2015) Global cancer statistics, 2012. CA Cancer J Clin 65:87–108

    Article  Google Scholar 

  • Vineis P, Hoek G, Krzyzanowski M, Vigna-Taglianti F, Veglia F, Airoldi L et al (2006) Air pollution and risk of lung cancer in a prospective study in Europe. Int J Cancer 119:169–174

    Article  CAS  Google Scholar 

  • Wang T, Shimizu Y, Wu X, Kelly GT, Xu X, Wang L et al (2017) Particulate matter disrupts human lung endothelial cell barrier integrity via Rho-dependent pathways. Pulm Circ 7:617–623

    Article  CAS  Google Scholar 

  • Whitmee S, Haines A, Beyrer C, Boltz F, Capon AG, de Souza Dias BF et al (2015) Safeguarding human health in the Anthropocene epoch: report of The Rockefeller Foundation-Lancet Commission on planetary health. Lancet 386:1973–2028

    Article  Google Scholar 

  • Yang Y, Cao Y, Li W, Li R, Wang M, Wu Z et al (2015) Multi-site time series analysis of acute effects of multiple air pollutants on respiratory mortality: a population-based study in Beijing, China. Sci Total Environ 508:178–187

    Article  CAS  Google Scholar 

  • Yorifuji T, Bae S, Kashima S, Tsuda T, Doi H, Honda Y et al (2015) Health impact assessment of PM10 and PM2.5 in 27 Southeast and East Asian cities. J Occup Environ Med 57:751–756

  • Zhang S, Li L, Gao W, Wang Y, Yao X (2016) Interventions to reduce individual exposure of elderly individuals and children to haze: a review. J Thorac Dis 8:E62–E68

    Google Scholar 

  • Zhou M, He G, Liu Y, Yin P, Li Y, Kan H et al (2015) The associations between ambient air pollution and adult respiratory mortality in 32 major Chinese cities, 2006–2010. Environ Res 137C:278–286

    Article  CAS  Google Scholar 

Download references

Acknowledgements

External funding for this study was obtained from the Natural science foundation of Henan Province of China (Grant NO. 202300410409) and Joint construction project of the Henan Province medical science and technology research plan (Grant NO. 2018020120). This study was also supported by funds from the National Natural Science Foundation of China (Grant NO. 31400752, 31570917) and the Key Program of Science & Technology of Henan Province (Grant NO. 162102310136). The funders played no role in the design, development, or interpretation of the present work. The views expressed in the article are those of the authors and do not necessarily reflect the position of the funding bodies.

Author information

Authors and Affiliations

Authors

Contributions

TFZ, JHG, WM, and JZ conceptualized, designed, and initiated the study. TFZ, WHM, and JHG drafted the initial manuscript. XQS, LFL, XBS, XFD, JBL, and YKZ involved in the development of methodology and discussion of article structure. All the authors take part in reviewing and revising the manuscript. All authors read and approved the final manuscript as submitted.

Corresponding authors

Correspondence to Wang Ma or Jie Zhao.

Ethics declarations

Conflicts of interest

The authors all declare they have no actual or potential competing financial interests.

Additional information

Publisher's note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zhang, T., Mao, W., Gao, J. et al. The effects of PM2.5 on lung cancer-related mortality in different regions and races: A systematic review and meta-analysis of cohort studies. Air Qual Atmos Health 15, 1523–1532 (2022). https://doi.org/10.1007/s11869-022-01193-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11869-022-01193-0

Keywords

Navigation