{"title":"Long-Term Exposure to Ambient Air Pollution and Cervical Cancer Outcomes in Chinese Women: A Prospective Study on Recurrence and Mortality Risks","authors":"Yuanxin Lin, Junjun Qiu, Liwen Jiang, Shuqi Li, Yixuan Jiang, Lu Zhou, Kexin Yu, Bin Lv, Haidong Kan, Jing Cai, Keqin Hua","doi":"10.1021/envhealth.6c00011","DOIUrl":null,"url":null,"abstract":"<p>The impact of air pollution on the prognosis of cervical\r\ncancer\r\n(CC) remains unclear. This study examined the associations of major\r\nair pollutants on recurrence and mortality among CC patients. We enrolled\r\n3,758 women diagnosed with primary CC at the Obstetrics and Gynecology\r\nHospital of Fudan University between 2019 and 2022, following them\r\nannually until June 2024. Air pollution exposure was estimated using\r\nhigh-resolution spatiotemporal models based on residential addresses.\r\nWeighted Cox proportional hazards models based on the Fine–Gray\r\napproach were used to estimate the risk of recurrence, while stratified\r\nCox proportional hazards models were used to estimate the risk of\r\ndeath, adjusting for demographic, clinical, and meteorological factors.\r\nAmong the patients (median follow-up ∼ 3 years), 217 recurrences\r\n(5.8%) and 113 deaths (3.0%) occurred. Each interquartile range increase\r\nin fine particulate matter (PM<sub>2.5</sub>), inhalable particulate\r\nmatter (PM<sub>10</sub>), nitrogen dioxide (NO<sub>2</sub>), and sulfur\r\ndioxide (SO<sub>2</sub>) was associated with elevated recurrence risk,\r\nwith subdistribution hazard ratios (SHRs) of 1.93 (95% Confidence\r\nInterval (CI): 1.40–2.66), 1.65 (1.13–2.42), 1.60 (1.14–2.24),\r\nand 1.26 (1.07–1.48), respectively. Higher exposure to PM<sub>2.5</sub>, PM<sub>10</sub>, and NO<sub>2</sub> was also linked to\r\nincreased mortality risk, with hazard ratios (HRs) of 2.55 (95% CI:\r\n1.78–3.67), 2.21 (1.38–3.54), and 1.37 (1.03–1.84),\r\nrespectively. No significant association was observed for ozone (O<sub>3</sub>). Exposure–response and sensitivity analyses supported\r\nthese findings. This cohort study provides the first evidence that\r\nlong-term exposure to air pollution after surgery is associated with\r\nincreased risks of recurrence and mortality in primary CC patients,\r\nhighlighting it as a modifiable environmental determinant of CC prognosis.</p>","PeriodicalId":29795,"journal":{"name":"Environment & Health","volume":"4 10","pages":"2278–2288"},"PeriodicalIF":8.8000,"publicationDate":"2026-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Environment & Health","FirstCategoryId":"1085","ListUrlMain":"https://pubs.acs.org/doi/10.1021/envhealth.6c00011","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/6/17 0:00:00","PubModel":"Epub","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The impact of air pollution on the prognosis of cervical
cancer
(CC) remains unclear. This study examined the associations of major
air pollutants on recurrence and mortality among CC patients. We enrolled
3,758 women diagnosed with primary CC at the Obstetrics and Gynecology
Hospital of Fudan University between 2019 and 2022, following them
annually until June 2024. Air pollution exposure was estimated using
high-resolution spatiotemporal models based on residential addresses.
Weighted Cox proportional hazards models based on the Fine–Gray
approach were used to estimate the risk of recurrence, while stratified
Cox proportional hazards models were used to estimate the risk of
death, adjusting for demographic, clinical, and meteorological factors.
Among the patients (median follow-up ∼ 3 years), 217 recurrences
(5.8%) and 113 deaths (3.0%) occurred. Each interquartile range increase
in fine particulate matter (PM2.5), inhalable particulate
matter (PM10), nitrogen dioxide (NO2), and sulfur
dioxide (SO2) was associated with elevated recurrence risk,
with subdistribution hazard ratios (SHRs) of 1.93 (95% Confidence
Interval (CI): 1.40–2.66), 1.65 (1.13–2.42), 1.60 (1.14–2.24),
and 1.26 (1.07–1.48), respectively. Higher exposure to PM2.5, PM10, and NO2 was also linked to
increased mortality risk, with hazard ratios (HRs) of 2.55 (95% CI:
1.78–3.67), 2.21 (1.38–3.54), and 1.37 (1.03–1.84),
respectively. No significant association was observed for ozone (O3). Exposure–response and sensitivity analyses supported
these findings. This cohort study provides the first evidence that
long-term exposure to air pollution after surgery is associated with
increased risks of recurrence and mortality in primary CC patients,
highlighting it as a modifiable environmental determinant of CC prognosis.
期刊介绍:
Environment & Health a peer-reviewed open access journal is committed to exploring the relationship between the environment and human health.As a premier journal for multidisciplinary research Environment & Health reports the health consequences for individuals and communities of changing and hazardous environmental factors. In supporting the UN Sustainable Development Goals the journal aims to help formulate policies to create a healthier world.Topics of interest include but are not limited to:Air water and soil pollutionExposomicsEnvironmental epidemiologyInnovative analytical methodology and instrumentation (multi-omics non-target analysis effect-directed analysis high-throughput screening etc.)Environmental toxicology (endocrine disrupting effect neurotoxicity alternative toxicology computational toxicology epigenetic toxicology etc.)Environmental microbiology pathogen and environmental transmission mechanisms of diseasesEnvironmental modeling bioinformatics and artificial intelligenceEmerging contaminants (including plastics engineered nanomaterials etc.)Climate change and related health effectHealth impacts of energy evolution and carbon neutralizationFood and drinking water safetyOccupational exposure and medicineInnovations in environmental technologies for better healthPolicies and international relations concerned with environmental health