Evidence map›Paper›PMID 41322370›Full record

ArticleInternational journal of women's health2025

Epidemiological Evidence That Air Pollutants May Accelerate or Delay Breast Cancer Mortality: A Retrospective Cohort Study.

Jing Liu, Chunjie Gao, Pengwei Lou, Tao Ma, Lei Wang

Abstract read
In one paragraph

Article in International journal of women's health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Jing LiuCollege of Public Health, Xinjiang Medical University, Urumqi, 830017, People's Republic of China.
Chunjie GaoCollege of Public Health, Xinjiang Medical University, Urumqi, 830017, People's Republic of China.
Pengwei LouDepartment of Big Data, College of Information Engineering, Xinjiang Institute of Engineering, Urumqi, 830023, People's Republic of China.ORCID 0009-0005-5939-0626
Tao MaCollege of Public Health, Xinjiang Medical University, Urumqi, 830017, People's Republic of China.
Lei WangCollege of Medical Engineering and Technology, Xinjiang Medical University, Urumqi, 830017, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To explore the effects of long-term exposure to air pollutants on risk of death and survival time of breast cancer patients. Methods: We retrospectively collected data of 4,438 primary breast cancer patients treated at the Affiliated Tumor Hospital of Xinjiang Medical University between January 1, 2014, and May 31, 2023. We analyzed the effects of single and multiple pollutants on mortality risk using both univariate and multivariate Cox proportional hazard models. Meanwhile, we employed the Cox model to investigate the interaction between pairs of air pollutants. Then, an accelerated failure time (AFT) model was used to quantify the effects of air pollutants on the survival time of breast cancer patients, quantifying whether they accelerate or delay survival. Results: The multivariate Cox model revealed that the highest quartile (Q Conclusion: Air pollution collectively impacts breast cancer mortality, with complex pollutant interactions modulating risk. This highlights the need for holistic environmental health strategies.

Indexed as

accelerated failure time modelair pollutionbreast cancersurvival time

Identifiers

PMID41322370
PMCPMC12661952

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.