Evidence map›Paper›PMID 40971674›Full record

ArticleJournal of the National Cancer Institute2025

Treatment exposure-based risk-stratification for care of survivors of childhood cancer: a report from the childhood cancer survivor study.

Michaela A Dinan, Kayla L Stratton, Wendy M Leisenring, Yutaka Yasui, Eric J Chow, Emily S Tonorezos, Chaya S Moskowitz, Jennifer M Yeh, David Noyd, Gregory T Armstrong and 1 more

Abstract read
In one paragraph

Article in Journal of the National Cancer Institute, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Michaela A DinanDepartment of Chronic Disease Epidemiology, Yale University School of Public Health, New Haven, CT, United States.ORCID 0000-0003-4849-4743
Kayla L StrattonClinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.ORCID 0000-0002-5201-4565
Wendy M LeisenringClinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.ORCID 0000-0001-7405-0906
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-7717-8638
Eric J ChowClinical Research Division, Fred Hutchinson Cancer Center, Seattle, WA, United States.ORCID 0000-0001-7712-961X
Emily S TonorezosDivision of Cancer Control and Population Sciences, National Cancer Institute, Bethesda, MD, United States.ORCID 0000-0002-1185-5210
Chaya S MoskowitzDepartment of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, United States.ORCID 0000-0002-2850-8450
Jennifer M YehDepartment of Pediatrics, Boston Children's Hospital/Harvard Medical School, Boston, MA, United States.ORCID 0000-0002-2724-7404
David NoydCancer Survivor Program, Seattle Children's Hospital/University of Washington, Seattle, WA, United States.ORCID 0000-0002-3465-5000
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-8722-4207
Kevin C OeffingerDepartment of Medicine, Duke University/Duke Cancer Institute, Durham, NC, United States.ORCID 0000-0003-0806-7894

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Hongbiao Carl Lekaye · 1985 to 2026
$347.4M
Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
Mach-LETSGO: Machine-LEarning of Treatment, Survey, and Genetics towards Obtaining Correct Classification of Chronic Conditions in Adult Survivors in the Childhood Cancer Survivor Study - CCSS SupplU24CA055727 · NCI · UNIVERSITY OF MINNESOTA TWIN CITIES · PI Gregory Armstrong · 1999 to 2026
$96.7M
EMPOWER Study: Promoting BC Screening in Women Who Survived Childhood Cancer Administrative SupplementR01CA134722 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI FORD, JENNIFER S, OEFFINGER, KEVIN CHARLES · 2009 to 2022
$6.6M
American Lebanese-Syrian Associated CharitiesCancer Center Support CA21765C. Roberts, Principal InvestigatorNCI NIH HHS P30 CA008748NCI NIH HHS P30 CA021765NCI NIH HHS R01 CA134722NCI NIH HHS R01CA134722-S1NCI NIH HHS U24 CA055727NCI NIH HHS U24CA55727St Jude Children's Research Hospital
6 · The paper itself

Abstract

backgroundTreatment exposure-based risk-stratification of long-term cancer survivors may help inform health care in survivorship clinics. We used the large, diverse population of the Childhood Cancer Survivor Study to test a modified, exposure-based strata previously developed within United Kingdom to classify survivors with respect to risk of late morbidity and health-related mortality.

methodsFive-year survivors of childhood cancer were categorized into low-, medium-, and high-risk groups based on treatment exposures and diagnosis. Primary endpoints included cumulative health-related (ie, nonrecurrence, nonexternal) late mortality and cumulative incidence of severe or fatal (CTCAE grade 3-5) chronic health conditions conditional on reaching age 20 without the outcome. Siblings were a comparison group for chronic health conditions. Cox proportional hazards models were adjusted for sex, race, ethnicity, and age at diagnosis.

resultsAmong 15,346 survivors diagnosed 1970-1999, the risk of developing a severe chronic condition by age 35 was 11.9% (95% confidence interval [CI] = 9.9% to 14.3%), 15.1% (13.7% to 16.6%), and 25.4% (24.3% to 26.5%) for low-, medium-, and high-risk survivors, respectively, and 6.9% (6.1% to 7.9%) for siblings. Multivariable analysis confirmed higher likelihood of developing a chronic condition in high (hazard ratio [HR] = 2.9, 2.5 to 3.4) and medium (HR = 1.5, 1.3 to 1.8) versus the low-risk group. Health-related mortality was similarly increased among high (HR = 5.1, 3.8 to 7.0) and medium (HR = 2.5, 1.8 to 3.4) risk groups, as well as Black versus Non-Hispanic White survivors (HR = 1.7, 1.3 to 2.1).

conclusionsExposure-based risk categorizations can provide generalized risk stratification regarding future chronic health conditions and early mortality and may be useful in guiding management of childhood cancer survivors.

Indexed as

Cancer SurvivorsNeoplasmsAdolescentAdultChildChild, PreschoolChronic DiseaseFemaleHumansInfantMaleProportional Hazards ModelsRisk AssessmentUnited KingdomYoung Adult

Identifiers

PMID40971674
PMCPMC12682367

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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.