Evidence map›Paper›PMID 37576467›Full record

ArticleAging and cancer2023

Allostatic load and risk of all-cause, cancer-specific, and cardiovascular mortality in older cancer survivors: an analysis of the National Health and Nutrition Examination Survey 1999-2010.

Danting Yang, Meghann Wheeler, Shama D Karanth, Livingstone Aduse-Poku, Christiaan Leeuwenburgh, Stephen Anton, Yi Guo, Jiang Bian, Muxuan Liang, Hyung-Suk Yoon and 3 more

Abstract read
In one paragraph

Article in Aging and cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 3 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

13 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  3. Allostatic Load and Cardiovascular Disease: A Systematic Review.American journal of preventive medicine · 2025
    Pooled it
  4. 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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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

13 authors.

Danting YangDepartment of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL.
Meghann WheelerDepartment of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL.
Shama D KaranthDepartment of Aging & Geriatric Research, University of Florida College of Medicine, Gainesville, FL.
Livingstone Aduse-PokuDepartment of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL.
Christiaan LeeuwenburghDepartment of Aging & Geriatric Research, University of Florida College of Medicine, Gainesville, FL.
Stephen AntonDepartment of Aging & Geriatric Research, University of Florida College of Medicine, Gainesville, FL.
Yi GuoUniversity of Florida Health Cancer Center, Gainesville, FL.
Jiang BianUniversity of Florida Health Cancer Center, Gainesville, FL.
Muxuan LiangDepartment of Biostatistics, University of Florida College of Public Health and Health Professions, Gainesville, FL.
Hyung-Suk YoonDepartment of Surgery, University of Florida College of Medicine, Gainesville, FL.
Tomi AkinyemijuDepartment of Population Health Sciences, School of Medicine, Duke University, Durham, NC.
Dejana BraithwaiteDepartment of Epidemiology, University of Florida College of Public Health and Health Professions, Gainesville, FL.
Dongyu ZhangJohnson & Johnson MedTech, New Brunswick, NJ.

Funding

Personalized screening for lung cancer: the importance of co-existing chronic conditions to clinical practice and policyR01CA249506 · NCI · UNIVERSITY OF FLORIDA · PI BRAITHWAITE, DEJANA K, GOULD, MICHAEL K · 2020 to 2025
$3.3M
NCI NIH HHS R01 CA249506
6 · The paper itself

Abstract

Background: Allostatic load has been linked to an increased risk of death in various populations. However, to date, there is no research specifically investigating the effect of allostatic load on mortality in older cancer survivors. Aims: To investigate the association between allostatic load (AL) and mortality in older cancer survivors. Method: A total of 1,291 adults aged 60 years or older who survived for ≥1 year since cancer diagnoses were identified from the 1999-2010 National Health and Nutrition Examination Survey. AL was the exposure of interest incorporating 9 clinical measures/biomarkers; one point was added to AL if any of the measures/biomarkers exceeded the normal level. The sum of points was categorized as an ordinal variable to reflect low, moderate, and high AL. Our outcomes of interest were all-cause, cancer-specific, and cardiovascular disease (CVD)-specific mortality. Death was identified by linkage to the National Death Index. Multivariable Cox proportional hazards models were used to estimate adjusted hazard ratio (aHR) and 95% confidence intervals (CI) of mortality by AL category. Results: Overall, 53.6% of participants were male and 78.4% were white. The mean age of study participants at interview was 72.8 years (SD=7.1). A total of 546 participants died during the follow-up (median follow-up time: 8.0 years). Among them, 158 died of cancer and 106 died of cardiovascular events. Results from multivariable Cox proportional hazards models showed that higher ALS was positively associated with higher all-cause mortality (ALS=4-9 vs. ALS =0-1: aHR=1.52, 95% CI =1.17-1.98, p-trend<0.01) and higher cancer-specific mortality (ALS=4-9 vs. ALS =0-1: aHR=1.80, 95% CI =1.12-2.90, p-trend=0.01). The association between ALS and cardiovascular mortality was positive but non-significant (ALS=4-9 vs. ALS =0-1: aHR=1.59, 95% CI =0.86-2.94, p-trend=0.11). Conclusions: Our study suggests that older cancer survivors can have a higher risk of death if they have a high burden of AL.

Indexed as

allostatic loadcancer survivorshipepidemiologygerontology

Identifiers

PMID37576467
PMCPMC10421616

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.