Evidence map›Paper›PMID 38115125›Full record

ArticleBreast cancer research : BCR2023

Association between allostatic load and breast cancer risk: a cohort study.

Yufan Guan, Jie Shen, Juan Lu, Bernard F Fuemmeler, Lisa S Shock, Hua Zhao

Abstract read
In one paragraph

Article in Breast cancer research : BCR, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
26citing papers in PubMed, 2 pooled it
–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

26 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  6. Allostatic Load, Multimorbidity, and Overall and Cancer-Specific Survival among Older Adults in the United States.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
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  18. The association between allostatic load and lymphedema in breast cancer survivors.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
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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

6 authors.

Yufan GuanDepartments of Family Medicine and Population Health, School of Medicine, Virginia Commonwealth University, Richmond, VA, 23284, USA.
Jie ShenDepartment of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, VA, 22903, USA.
Juan LuDepartments of Family Medicine and Population Health, School of Medicine, Virginia Commonwealth University, Richmond, VA, 23284, USA.
Bernard F FuemmelerDepartments of Family Medicine and Population Health, School of Medicine, Virginia Commonwealth University, Richmond, VA, 23284, USA.
Lisa S ShockDepartments of Microbiology and Immunology, School of Medicine, Virginia Commonwealth University, Richmond, VA, 23284, USA.
Hua ZhaoDepartment of Public Health Sciences, School of Medicine, University of Virginia, Charlottesville, VA, 22903, USA. qqx7mw@virginia.edu.

Funding

Virus Vector Shared ResourceP30CA016059 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI Renato Martins · 1985 to 2026
$51.0M
Homologous recombination repair capacity in peripheral blood lymphocytes as a breast cancer risk factorU01CA260731 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI LIU, SONG, ZHAO, HUA · 2022 to 2025
$2.5M
Racial/ethnic disparity in breast cancer: can metabolic profiles play a role?U01CA179655 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI ZHAO, HUA · 2013 to 2017
$1.7M
Mitochondrial dysfunction and chronic stress intersect as mechanisms driving breast cancer racial disparitiesR21CA267975 · NCI · VIRGINIA COMMONWEALTH UNIVERSITY · PI SHOCK, LISA SALE, ZHAO, HUA · 2022 to 2023
$396k
NCI NIH HHS P30 CA016059NCI NIH HHS R21 CA267975NCI NIH HHS U01 CA179655NCI NIH HHS U01 CA260731
6 · The paper itself

Abstract

backgroundAllostatic load (AL) reflects the collective load of chronic stress during lifetime. Previous studies have shown that higher AL is associated with poor clinical outcomes among breast cancer patients. However, the relationship between AL and breast cancer risk is still unclear.

methodsTo fill the gap, we analyzed the association between AL and the development of breast cancer in 181,455 women identified from the UK Biobank.

resultsDuring the follow-up from 2006 to 2020, 5,701 women were diagnosed with incident breast cancer. Significantly higher AL was observed among incident breast cancer cases than all study participants (mean: 2.77 vs. 2.63, P < 0.01). Univariate Cox regression analysis indicated the risk of breast cancer was increased by 5% per one AL unit increase (hazard ratio (HR) = 1.05, 95% confidence interval (CI) 1.04, 1.07). In multivariate analyses, after adjusting demographics, family history of breast cancer, reproductive factors, socioeconomic status, lifestyle factors, and breast cancer polygenic risk score (PRS), the significant association remained (HR = 1.05, 95%CI 1.03, 1.07). The significant relationship was further confirmed in the categorical analysis. Compared with women in the low AL group (AL: 0 ~ 2), those in the high AL group (AL: 3 ~ 11) had a 1.17-fold increased risk of breast cancer (HR = 1.17, 95%CI 1.11, 1.24). Finally, in the stratified analysis, joint effects on the risk of breast cancer were observed between the AL and selected known breast cancer risk factors, including age, family history of breast cancer, PRS, income, physical activity, and alcohol consumption.

conclusionIn summary, those findings have demonstrated that higher AL was associated with an increased breast cancer risk in women. This association is likely independent of known breast cancer risk factors. Thus, the AL could be a valuable biomarker to help breast cancer risk prediction and stratification.

Indexed as

AllostasisBreast NeoplasmsCohort StudiesExerciseFemaleGenetic Risk ScoreHumansLife StyleRisk FactorsAllostatic loadBreast cancer riskChronic stressCohort study

Identifiers

PMID38115125
PMCPMC10729373

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.