Growing Evidence for the Role of Air Pollution in Breast
Cancer Development
Alexandra J. White, PhD1
DOI https://doi.org/10.1200/JCO-24-01987
Breast cancer remains the most commonly diagnosed cancer among women in the
United States1 and worldwide.2,3 Although survival after a breast cancer diagnosis is high (91% at
5 years after diagnosis),4 there are wide-ranging consequences, including treatment side effects, adverse mental health impacts,5 and high financial toxicity.6 Epidemiologic research has
identified a number of breast cancer risk factors, including reproductive history (eg, age at
menarche, parity, breastfeeding)4 as well as alcohol use,4 postmenopausal obesity,4 and cigarette smoking.7 Despite the large number of identified risk factors and the proliferation of
interventions to reduce some of these exposures, incidence rates have increased for many
groups.8 The lack of progress may be attributed in part to the fact that most of these risk factors
are not easily modifiable and only modestly contribute to incidence (ie, relative risk
estimates <2.0).4
There is a critical need to identify and quantify the impact of new modifiable breast cancer risk
factors, such as environmental chemicals.9 However, demonstrating a causal relationship
between environmental exposures and breast cancer has been challenging because of difficulties in accurately measuring these ubiquitous exposures, particularly at the low levels at
which they may still be harmful.10 Outdoor air pollution is a particularly promising candidate
risk factor given that it contains carcinogenic chemicals11 and endocrine disruptors,12 which may
be particularly relevant for breast cancer given its relationship to hormonal factors. Outdoor air
pollution was classified as a Group 1 carcinogen on the basis of epidemiologic evidence for fine
particulate matter (PM2.5) and lung cancer and mechanistic and experimental studies,11 and
there has been limited investigation into how air pollution is related to other cancer sites.13
Although outdoor air pollution is not amenable to individual-level modifications, policy-driven
interventions have been effective in reducing exposure.14,15
Early epidemiologic studies of air pollution and breast cancer supported an association between
breast cancer incidence and traffic-related emissions, such as nitrogen dioxide (NO2), but
studies for PM2.5 remained inconclusive.16 This lack of consistency may be reflective of the
challenges in exposure assessment and lack of statistical power to detect modest effect estimates. Routine PM2.5 monitoring by the Environmental Protection Agency started in 1999.17,18
Some studies relied on air pollution exposure models that estimated past exposure on the basis
of more recent monitored concentrations.19 In addition, many studies focused on exposure
estimated for a single residence (eg, enrollment address20-22). These approaches do not allow for
the consideration of changes in air pollution concentrations across the different spaces people
travel or over time. This may result in substantial exposure misclassification, particularly
from residential mobility.23,24 Indeed, while some early studies of PM2.5 did not find an
association,25-27 others that did find an association had CIs that were too wide to draw firm
conclusions.21,28 Consequently, two 2021 meta-analyses concluded that there was no evidence of
an association.29,30 However, the tide recently began to turn; large, well-designed studies with
sufficient sample size and statistical power to detect a modest association began to accumulate
support for a positive relationship.31-35
In the article that accompanies this editorial, Wu et al36 present new findings on the role of air
pollutants in the risk of breast cancer in a racially and ethnically diverse cohort of over 58,000
Californian women in the Multiethnic Cohort (MEC) Study. This article is an update to a previous
analysis, which observed positive but not statistically significant findings.28 With >700 new
cases accrued in an additional follow-up of 8 years since their previous analysis, Wu et al36 used
updated air pollution exposure models to estimate residential air pollution concentrations of
ACCOMPANYING CONTENT
Article, 10.1200/
JCO.24.00418
Accepted October 4, 2024
Published October 28, 2024
J Clin Oncol 00:1-4
Published by American Society
of Clinical Oncology
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particulate matter and gaseous pollutants (NO2, NOx, and
ozone, among others) from 1993 to 2018. Over an average
follow-up period of 19 years, over 3,500 incident breast
cancer cases were diagnosed.
The key findings of this study include a statistically significant 28% (95% CI, 1.09 to 1.51) higher incidence of breast
cancer for a 10 mg/m3 increase in PM2.5. The hazard ratio (HR)
was slightly stronger for hormone receptor–negative
compared with hormone receptor–positive tumors (HR,
1.26 v 1.17), albeit with overlapping CIs. For the trafficrelated pollutants NO2 and NOx, 8%-10% higher hazard
ratios were observed and, although not statistically significant, are similar to previous studies.29
A key strength of this cohort is that this study population is
racially, ethnically, and socioeconomically diverse, with over
50% of the cohort having less than a high school education.
Most previous analyses in US cohorts, with the exception of
the Black Women’s Health Study,20 have been composed of
predominately White women and those of a higher socioeconomic status.21,25,35 The MEC study population almost
exclusively lives in urban areas, which experience higher
concentrations of air pollution. In addition, racial and ethnic
minoritized individuals are more likely to experience higher
air pollution because of historic redlining37 and the inequitable
placement of industrial facilities38 and highways.39 Although
there was little evidence of racial or socioeconomic disparities
in this study—with the strongest estimates for the PM2.5
association observed in White women—it is noteworthy that
the average concentration of pollutants in this cohort is high
across all groups, reflecting the urbanicity of this population.
For example, average PM2.5 levels at baseline were 23.6 mg/m3
.
By contrast, the average PM2.5 level was 12.0 mg/m3 in the
Nurses Health Study40 and 15.6 mg/m3 in the National Institute
of Health (NIH)-AARP (formally known as the American
Association of Retired Persons) Diet and Health Study cohort
for a similar time frame (1990-1994).35 In 2023, the mean
PM2.5 concentration in the United States was 8.5 mg/m3
.
41
The inclusion of a meta-analysis of previous cohort studies on
the topic is an important contribution. This meta-analysis
comes at a critical time, as the previous meta-analyses29,30 did
not include the more recent, large, and well-conducted
studies that did observe an effect. In the meta-analysis of
cohort studies by Wu et al36 including the new findings from
MEC, they estimated a summary hazard ratio of 1.05 (95% CI,
1.00 to 1.10) per 10 mg/m3 of PM2.5. This 10 mg/m3 increase in
PM2.5 reflects a large shift in exposure, which is equivalent to
going from the 10th to the 90th percentile in the United States
in 2000; for 2023, the difference between the 90th and 10th
percentile is about 4 mg/m3
.
41 While it is challenging to
compare the magnitude of this association with that of other
breast cancer risk factors (eg, reproductive history, alcohol
intake) because of the very different scales, this is similar to
the estimates between PM2.5 exposure and lung cancer risk
(9% increase)42 and incident stroke (13% increase).43 While
the size of these effect estimates is modest, because of the
ubiquitous nature of air pollution, the public health burden
may be substantial.29 Furthermore, it is entirely plausible
that these estimates may be biased toward the null because
of the limitations of air pollution exposure assessment.44,45
Although epidemiologic studies have improved with better
exposure models and with incorporating exposure estimates for multiple residences, these studies have largely not
considered exposure away from the home (eg, commuting
or at the workplace) or during the hypothesized most
susceptible windows such as puberty and pregnancy,46 when
exposures might have a stronger effect.47 Ascertaining
exposure during these windows has been challenging because of the timeframe for air pollution monitoring, but
future studies will be better poised to estimate air pollutant
exposure during these critical periods.
Importantly, the studies on outdoor air pollution and breast
cancer incidence have overwhelmingly been conducted in
study populations in the United States, Canada, and
Europe.29,31,32,34,35 Rapid industrialization and urbanization,
particularly in middle- and low-income countries, has
resulted in higher air pollution levels, with annual average
PM2.5 concentrations vastly above the WHO guideline of
5 mg/m3
.
48-50 Breast cancer is the most common cancer diagnosed among women in China and India.3 Yet, epidemiologic research in these areas with the highest ambient air
pollution is limited.33,51,52 In the one prospective cohort study
conducted in China, in >80,000 women living in Beijing who
experienced exceptionally high PM2.5 (5-year average: 78.15
mg/m3
), positive linear associations were observed with total
PM2.5, with variation in the association by individual PM2.5
constituents.51 Future studies are needed in China and other
countries with high ambient air pollution using data from
large study populations with strong exposure assessment to
better characterize the global impact of PM2.5 on breast
cancer.
THE TAKEAWAY
In the article that accompanies this editorial, Wu et al36 observed that residential exposure to fine particulate matter was
associated with higher breast cancer incidence using prospective data from over 58,000 California women in the Multiethnic Cohort Study. These findings, together with a meta-analysis of findings from cohort studies included in the
manuscript, highlight the importance of environmental contributors to breast cancer risk.
2 | Published by American Society of Clinical Oncology
White
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Despite the declines in US air pollution exposure since
the Clean Air Act, PM2.5 concentrations are no longer
decreasing.15,41 With climate-driven increases in wildfire
frequency and intensity, it is estimated that PM2.5 concentrations will increase approximately 10% in the next
30 years.53 With this increase in concentrations will likely
come a change in PM2.5 composition—wildfire-related PM2.5
composition includes higher concentrations of chemicals
such as metals and polycyclic aromatic hydrocarbons,54,55
which have been associated with endocrine disruption56 and
a higher risk of breast cancer.57 Future research needs to
consider how PM2.5 composition, which varies geographically,
may affect observed associations with breast cancer21,22 to
identify the most important PM2.5 sources to target for interventions to reduce exposure.
As demonstrated by the meta-analysis in the study by Wu et al,36
the epidemiologic literature is converging on PM2.5 as a risk
factor for breast cancer. These findings support additional
policy-level interventions to reduce outdoor air pollution concentrations, particularly given the projected increases in PM2.5
because of wildfires. Increased awareness of the relationship
between air pollution and breast cancer for both physicians and
patients could facilitate more routine capturing of information
related to a patient’s residential histories. Although exposure to
outdoor air pollution is largely not directly modifiable or
treatable, patients’ comprehensive residence information can be
used to estimate air pollutant exposure concentrations58 and
other residence-based environmental exposures. In doing so, we
can pave the way for a better understanding of the environmental contributors to breast cancer etiology.
AFFILIATION
1
Epidemiology Branch, National Institute of Environmental Health
Sciences, National Institute of Health, Durham, NC
CORRESPONDING AUTHOR
Alexandra J. White, PhD; e-mail: [email protected].
DISCLAIMER
This is a US Government work. There are no restrictions on its use.
SUPPORT
Supported in part by the National Institute of Environmental Health
Sciences Intramural Program (Z01 ES-103332).
AUTHOR’S DISCLOSURES OF POTENTIAL CONFLICTS
OF INTEREST
Disclosures provided by the author are available with this article at DOI
https://doi.org/10.1200/JCO-24-01987.
REFERENCES
1. Siegel RL, Giaquinto AN, Jemal A: Cancer statistics, 2024. CA Cancer J Clin 74:12-49, 2024
2. Arnold M, Morgan E, Rumgay H, et al: Current and future burden of breast cancer: Global statistics for 2020 and 2040. Breast 66:15-23, 2022
3. Sung H, Ferlay J, Siegel RL, et al: Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 71:209-249, 2021
4. American Cancer Society: Breast Cancer Facts and Figures. Atlanta, GA, American Cancer Society, 2022
5. Fortin J, Leblanc M, Elgbeili G, et al: The mental health impacts of receiving a breast cancer diagnosis: A meta-analysis. Br J Cancer 125:1582-1592, 2021
6. Ehsan AN, Wu CA, Minasian A, et al: Financial toxicity among patients with breast cancer worldwide: A systematic review and meta-analysis. JAMA Netw Open 6:e2255388, 2023
7. Scala M, Bosetti C, Bagnardi V, et al: Dose-response relationships between cigarette smoking and breast cancer risk: A systematic review and meta-analysis. J Epidemiol 33:640-648, 2023
8. Acheampong T, Kehm RD, Terry MB, et al: Incidence trends of breast cancer molecular subtypes by age and race/ethnicity in the US from 2010 to 2016. JAMA Netw Open 3:e2013226, 2020
9. Rodgers KM, Udesky JO, Rudel RA, et al: Environmental chemicals and breast cancer: An updated review of epidemiological literature informed by biological mechanisms. Environ Res 160:
152-182, 2018
10. Kehm RD, Lloyd SE, Burke KR, et al: Advancing environmental epidemiologic methods to conform the cancer burden. Am J Epidemiol 10.1093/aje/kwae175 [epub ahead of print on July 20, 2024]
11. Loomis D, Grosse Y, Lauby-Secretan B, et al: The carcinogenicity of outdoor air pollution. Lancet Oncol 14:1262-1263, 2013
12. Darbre PD: Overview of air pollution and endocrine disorders. Int J Gen Med 11:191-207, 2018
13. Turner MC, Andersen ZJ, Baccarelli A, et al: Outdoor air pollution and cancer: An overview of the current evidence and public health recommendations. CA Cancer J Clin 70:460-479, 2020
14. Colmer J, Hardman I, Shimshack J, et al: Disparities in PM2.5 air pollution in the United States. Science 369:575-578, 2020
15. Burke M, Childs ML, de la Cuesta B, et al: The contribution of wildfire to PM2.5 trends in the USA. Nature 622:761-766, 2023
16. White AJ, Bradshaw PT, Hamra GB: Air pollution and breast cancer: A review. Curr Epidemiol Rep 5:92-100, 2018
17. Kirwa K, Szpiro AA, Sheppard L, et al: Fine-scale air pollution models for epidemiologic research: Insights from approaches developed in the Multi-Ethnic Study of Atherosclerosis and Air Pollution
(MESA Air). Curr Environ Health Rep 8:113-126, 2021
18. U.S. Environmental Protection Agency: Air Monitoring for Fine Particle Pollution (PM2.5) Fact Sheet. https://www.epa.gov/system/files/documents/2024-02/pm-naaqs-monitoring-fact-sheet.pdf
19. Li L, Wu AH, Cheng I, et al: Spatiotemporal estimation of historical PM2.5 concentrations using PM10, meteorological variables, and spatial effect. Atmos Environ 166:182-191, 2017
20. White AJ, Gregoire AM, Niehoff NM, et al: Air pollution and breast cancer risk in the Black Women’s Health Study. Environ Res 194:110651, 2021
21. White AJ, Keller JP, Zhao S, et al: Air pollution, clustering of particulate matter components, and breast cancer in the Sister Study: A U.S.-wide cohort. Environ Health Perspect 127:107002, 2019
22. Andersen ZJ, Stafoggia M, Weinmayr G, 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 125:107005, 2017
23. Heo S, Afanasyeva Y, Trasande L, et al: Residential mobility in pregnancy and potential exposure misclassification of air pollution, temperature, and greenness. Environ Epidemiol 7:e273, 2023
24. Meeker JR, Burris H, Boland MR: An algorithm to identify residential mobility from electronic health-record data. Int J Epidemiol 50:2048-2057, 2022
25. Hart JE, Bertrand KA, DuPre N, 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 25:1274-1276, 2016
26. Andersen ZJ, Ravnskjær L, Andersen KK, et al: Long-term exposure to fine particulate matter and breast cancer incidence in the Danish Nurse Cohort study. Cancer Epidemiol Biomarkers Prev 26:
428-430, 2017
27. Villeneuve PJ, Goldberg MS, Crouse DL, et al: Residential exposure to fine particulate matter air pollution and incident breast cancer in a cohort of Canadian women. Environ Epidemiol 2:e021, 2018
28. Cheng I, Tseng C, Wu J, et al: Association between ambient air pollution and breast cancer risk: The multiethnic cohort study. Int J Cancer 146:699-711, 2020
29. Gabet S, Lemarchand C, Guenel P, et al: Breast cancer risk in association with atmospheric pollution exposure: A meta-analysis of effect estimates followed by a health impact assessment.
Environ Health Perspect 129:57012, 2021
30. Wei W, Wu BJ, Wu Y, et al: 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 28:
63278-63296, 2021
31. Hvidtfeldt UA, Chen J, Rodopoulou S, 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 32:
105-113, 2023
Journal of Clinical Oncology ascopubs.org/journal/jco | Volume nnn, Issue nnn | 3
Editorial
Downloaded from ascopubs.org by Ottawa Hospital – Civic Campus on October 31, 2024 from 204.187.034.100
Copyright © 2024 American Society of Clinical Oncology. All rights reserved.
32. Poulsen AH, Hvidtfeldt UA, Sorensen M, et al: Air pollution with NO2, PM2.5, and elemental carbon in relation to risk of breast cancer—A nationwide case-control study from Denmark. Environ Res
216:114740, 2023
33. Huang YJ, Lee PH, Chen LC, et al: Relationships among green space, ambient fine particulate matter, and cancer incidence in Taiwan: A 16-year retrospective cohort study. Environ Res 212:
113416, 2022
34. Terre-Torras I, Recalde M, Diaz Y, 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 214:
113838, 2022
35. White AJ, Fisher JA, Sweeney MR, et al: Ambient fine particulate matter and breast cancer incidence in a large prospective US cohort. J Natl Cancer Inst 116:53-60, 2024
36. Wu AH, Wu J, Tseng C, et al: Air pollution and breast cancer incidence in the Multiethnic Cohort Study. J Clin Oncol 10.1200/JCO.24.00418 [epub ahead of print on October 8, 2024]
37. Lane HM, Morello-Frosch R, Marshall JD, et al: Historical redlining is associated with present-day air pollution disparities in US cities. Environ Sci Technol Lett 9:345-350, 2022
38. Madrigal JM, Flory A, Fisher JA, et al: Sociodemographic inequities in the burden of carcinogenic industrial air emissions in the United States. J Natl Cancer Inst 116:737-744, 2024
39. Rothstein R: The Color of Law: A Forgotten History of How Our Government Segregated America. New York, NY, Liveright, 2017
40. Hart JE, Liao X, Hong B, et al: The association of long-term exposure to PM2.5 on all-cause mortality in the Nurses’ Health Study and the impact of measurement-error correction. Environ Health
14:1-9, 2015
41. US Environmental Protection Agency: Particulate Matter (PM2.5) Trends. https://www.epa.gov/air-trends/particulate-matter-pm25-trends
42. Hamra GB, Guha N, Cohen A, et al: Outdoor particulate matter exposure and lung cancer: A systematic review and meta-analysis. Environ Health Perspect 122:906-911, 2014
43. Alexeeff SE, Liao NS, Liu X, et al: Long-term PM2.5 exposure and risks of ischemic heart disease and stroke events: Review and meta-analysis. J Am Heart Assoc 10:e016890, 2021
44. Samoli E, Butland BK, Rodopoulou S, et al: The impact of measurement error in modeled ambient particles exposures on health effect estimates in multilevel analysis: A simulation study. Environ
Epidemiol 4:e094, 2020
45. Wei Y, Qiu X, Yazdi MD, et al: The impact of exposure measurement error on the estimated concentration-response relationship between long-term exposure to PM2.5 and mortality. Environ Health
Perspect 130:77006, 2022
46. Terry MB, Michels KB, Brody JG, et al: Environmental exposures during windows of susceptibility for breast cancer: A framework for prevention research. Breast Cancer Res 21:96, 2019
47. Shmuel S, White AJ, Sandler DP: Residential exposure to vehicular traffic-related air pollution during childhood and breast cancer risk. Environ Res 159:257-263, 2017
48. Pai SJ, Carter TS, Heald CL, et al: Updated World Health Organization air quality guidelines highlight the importance of non-anthropogenic PM2.5. Environ Sci Technol Lett 9:501-506, 2022
49. Rentschler J, Leonova N: Global air pollution exposure and poverty. Nat Commun 14:4432, 2023
50. Chen C, Fang J-L, Shi W-Y, et al: Clean air actions and health plans in China. Chin Med J 133:1609-1611, 2020
51. Song Y, Yang L, Kang N, et al: Associations of incident female breast cancer with long-term exposure to PM2.5 and its constituents: Findings from a prospective cohort study in Beijing, China.
J Hazard Mater 473:134614, 2024
52. Wang W, Wang Y, Qi X, et al: Spatial pattern and environmental drivers of breast cancer incidence in Chinese women. Environ Sci Pollut Res 30:82506-82516, 2023
53. First Street: The 10th National Risk Assessment: Atrocious Air. https://firststreet.org/research-library/atrocious-air
54. Boaggio K, LeDuc SD, Rice RB, et al: Beyond particulate matter mass: Heightened levels of lead and other pollutants associated with destructive fire events in California. Environ Sci Technol 56:
14272-14283, 2022
55. California Air Resources Board: Camp Fire Air Quality Data Analysis, 2021
56. Liu D, Shi Q, Liu C, et al: Effects of endocrine-disrupting heavy metals on human health. Toxics 11:322, 2023
57. Gamboa-Loira B, Lopez-Carrillo L, Mar-Sanchez Y, et al: Epidemiologic evidence of exposure to polycyclic aromatic hydrocarbons and breast cancer: A systematic review and meta-analysis.
Chemosphere 290:133237, 2022
58. Sciascia S, Gilcrease GW, Roccatello L, et al: Air pollution from global health to individual risk factor—Is it time for enviropathies in everyday clinical practice? Int J Environ Res Public Health 19:
9595, 2022
Growing evidence of the Role of Air Pollution in Breast Cancer Development
Attribution: Richard van der Jagt