Evidence map›Paper›PMID 36763361›Full record

ArticleJAMA network open2023

Association of Modifiable Health Conditions and Social Determinants of Health With Late Mortality in Survivors of Childhood Cancer.

Matthew J Ehrhardt, Qi Liu, Stephanie B Dixon, Eric Caron, Debbie Redd, Kyla Shelton, I-Chan Huang, Nickhill Bhakta, Kirsten K Ness, Daniel A Mulrooney and 9 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 1 pooled it
29.6field-weighted citation impact, top 1% of its field
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

44 citing papers in PubMed, 1 synthesis or guideline pooled it, 51 citations in OpenAlex.

  1. Skeletal muscle health in childhood cancer survivors: a systematic review and meta-analysis.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Pooled it
  2. Article
  3. Article
  4. Childhood cancer and future cardiometabolic health.npj metabolic health and disease · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Management of late toxicities and specific follow-up needs of adolescent and young adult cancer survivors: recommendations from scientific societies in Spain.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Review
  12. Article
  13. Article
  14. Article
  15. Review
  16. Review
  17. Predicting the 10-year risk of cardiomyopathy in long-term survivors of childhood cancer.Annals of oncology : official journal of the European Society for Medical Oncology · 2025
    Article
  18. Article
  19. Article
  20. Observational
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

19 authors at 3 institutions in 2 countries.

Matthew J EhrhardtDepartment of Oncology, St Jude Children's Research Hospital, Memphis Tennessee.
Qi LiuDepartment of Public Health Sciences, University of Alberta, Alberta, Canada.
Stephanie B DixonDepartment of Oncology, St Jude Children's Research Hospital, Memphis Tennessee.
Eric CaronDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Debbie ReddDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Kyla SheltonDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
I-Chan HuangDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Nickhill BhaktaDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Kirsten K NessDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Daniel A MulrooneyDepartment of Oncology, St Jude Children's Research Hospital, Memphis Tennessee.
Tara M BrinkmanDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Wassim ChemaitillyUniversity of Pittsburgh Medical Center, Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania.
Angela DelaneyDepartment of Pediatric Medicine, St Jude Children's Research Hospital, Memphis, TN.
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Deo Kumar SrivastavaDepartment of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee.
Alia ZaidiDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Leslie L RobisonDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, Tennessee.
Melissa M HudsonDepartment of Oncology, St Jude Children's Research Hospital, Memphis Tennessee.
St. Jude Children's Research Hospital · USUniversity of Alberta · CAUniversity of Pittsburgh Medical Center · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
NCI NIH HHS P30 CA021765NCI NIH HHS U01 CA195547
6 · The paper itself

Abstract

Importance: Associations between modifiable chronic health conditions (CHCs), social determinants of health, and late mortality (defined as death occurring ≥5 years after diagnosis) in childhood cancer survivors are unknown. Objective: To explore associations between modifiable CHCs and late mortality within the context of social determinants of health. Design, Setting, and Participants: This longitudinal cohort study used data from 9440 individuals who were eligible to participate in the St Jude Lifetime Cohort (SJLIFE), a retrospective cohort study with prospective clinical follow-up that was initiated in 2007 to characterize outcomes among childhood cancer survivors. Eligible individuals had survived 5 or more years after childhood cancer diagnosis, were diagnosed between 1962 and 2012, and received treatment at St Jude Children's Research Hospital were included in mortality estimates. A total of 3407 adult SJLIFE participants (aged ≥18 years) who completed an on-campus assessment were included in risk factor analyses. Vital status, date of death, and cause of death were obtained by linkage with the National Death Index (coverage from inception to December 31, 2016). Deaths occurring before inception of the National Death Index were obtained from the St Jude Children's Research Hospital Cancer Registry. Data were analyzed from June to December 2022. Exposures: Data on treatment exposures and causes of death were abstracted for individuals who were eligible to participate in the SJLIFE study. Information on modifiable CHCs (dyslipidemia, hypertension, diabetes, underweight or obesity, bone mineral deficiency, hypogonadism, hypothyroidism, and adrenal insufficiency, all graded by the modified Common Terminology Criteria for Adverse Events), healthy lifestyle index (smoking status, alcohol consumption, body mass index [calculated as weight in kilograms divided by height in meters squared], and physical activity), area deprivation index (ADI; which measures neighborhood-level socioeconomic disadvantage), and frailty (low lean muscle mass, exhaustion, low energy expenditure, slowness, and weakness) was obtained for participants. Main Outcomes and Measures: National Death Index causes of death were used to estimate late mortality using standardized mortality ratios (SMRs) and 95% CIs, which were calculated based on US mortality rates. For the risk factor analyses (among participants who completed on-campus assessment), multivariable piecewise exponential regression analysis was used to estimate rate ratios (RRs) and 95% CIs for all-cause and cause-specific late mortality. Results: Among 9440 childhood cancer survivors who were eligible to participate in the SJLIFE study, the median (range) age at assessment was 27.5 (5.3-71.9) years, and the median (range) duration of follow-up was 18.8 (5.0-58.0) years; 55.2% were male and 75.3% were non-Hispanic White. Survivors experienced increases in all-cause mortality (SMR, 7.6; 95% CI, 7.2-8.1) and health-related late mortality (SMR, 7.6; 95% CI, 7.0-8.2). Among 3407 adult SJLIFE participants who completed an on-campus assessment, the median (range) age at assessment was 35.4 (17.9-69.8) years, and the median (range) duration of follow-up was 27.3 (7.3-54.7) years; 52.5% were male and 81.7% were non-Hispanic White. Models adjusted for attained age, sex, race and ethnicity, age at diagnosis, treatment exposures, household income, employment status, and insurance status revealed that having 1 modifiable CHC of grade 2 or higher (RR, 2.2; 95% CI, 1.2-4.0; P = .01), 2 modifiable CHCs of grade 2 or higher (RR, 2.6; 95% CI, 1.4-4.9; P = .003), or 3 modifiable CHCs of grade 2 or higher (RR, 3.6; 95% CI, 1.8-7.1, P < .001); living in a US Census block with an ADI in the 51st to 80th percentile (RR, 5.5; 95% CI, 1.3-23.5; P = .02), an ADI in the 81st to 100th percentile (RR, 8.7; 95% CI, 2.0-37.6; P = .004), or an unassigned ADI (RR, 15.7; 95% CI, 3.5-70.3; P < .001); and having frailty (RR, 2.3; 95% CI, 1.3-3.9; P = .004) were associated with significant increases in the risk of late all-cause death. Similar associations were observed for the risk of late health-related death (1 modifiable CHC of grade ≥2: RR, 2.2 [95% CI, 1.1-4.4; P = .02]; 2 modifiable CHCs of grade ≥2: RR, 2.5 [95% CI, 1.2-5.2; P = .01]; 3 modifiable CHCs of grade ≥2: RR, 4.0 [95% CI, 1.9-8.4; P < .001]; ADI in 51st-80th percentile: RR, 9.2 [95% CI, 1.2-69.7; P = .03]; ADI in 81st-100th percentile: RR, 16.2 [95% CI, 2.1-123.7; P = .007], unassigned ADI: RR, 27.3 [95% CI, 3.5-213.6; P = .002]; and frailty: RR, 2.3 [95% CI, 1.2-4.1; P = .009]). Conclusions and Relevance: In this cohort study of childhood cancer survivors, living in a Census block with a high ADI and having modifiable CHCs were independently associated with an increased risk of late death among survivors of childhood cancer. Future investigations seeking to mitigate these factors will be important to improving health outcomes and developing risk-stratification strategies to optimize care delivery to childhood cancer survivors.

Indexed as

Cancer SurvivorsFrailtyNeoplasmsAdolescentAdultChildChronic DiseaseCohort StudiesFemaleFollow-Up StudiesHumansLongitudinal StudiesMaleProspective StudiesRetrospective StudiesSocial Determinants of Health

Identifiers

PMID36763361
PMCPMC9918884
OpenAlexW4319827716

What OpenQuestion holds

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LicenceCC BY
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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.