Evidence map›Paper›PMID 42474278›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2026

Accelerated Aging and Risk of Subsequent Neoplasms in Survivors of Childhood Cancer: A Report from the Childhood Cancer Survivor Study.

Amy M Berkman, Shalini Bhatia, Sedigheh Mirzaei, Kendrick Li, Cindy Im, Wendy M Leisenring, AnnaLynn M Williams, Adam J Esbenshade, Samah Hayek, Eric J Chow and 8 more

Abstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

18 authors.

Amy M BerkmanDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-0650-3664
Shalini BhatiaDepartment of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0009-0006-0097-4245
Sedigheh MirzaeiDepartment of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-8240-5957
Kendrick LiDepartment of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-3040-7250
Cindy ImDepartment of Pediatrics, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0003-0931-9432
Wendy M LeisenringClinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington.ORCID 0000-0001-7405-0906
AnnaLynn M WilliamsDivision of Supportive Care in Cancer, Department of Surgery, University of Rochester Medical Center, James P. Wilmot Cancer Institute, Rochester, New York.ORCID 0000-0002-7042-5851
Adam J EsbenshadeDepartment of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee.ORCID 0000-0002-0154-4996
Samah HayekDepartment of Epidemiology and Preventive Medicine, School of Public Health, Gray Faculty of Medical and Health Sciences, Tel Aviv University, Tel Aviv, Israel.ORCID 0000-0002-3300-1769
Eric J ChowClinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington.ORCID 0000-0001-7712-961X
Lucie M TurcotteDepartment of Pediatrics, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0003-4106-6172
Joseph P NegliaDepartment of Pediatrics, University of Minnesota, Minneapolis, Minnesota.ORCID 0000-0002-5525-0598
Michael A ArnoldDepartment of Pathology, Stanford University, Stanford, California.ORCID 0000-0002-6921-3720
Deokumar SrivastavaDepartment of Biostatistics, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-6693-8120
Vikki G NolanDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-9753-0870
Kirsten K NessDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-2084-1507
Melissa M HudsonDepartment of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-6984-2407
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-8722-4207

Funding

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
American Lebanese Syrian Associated Charities (ALSAC)National Cancer Institute (NCI) CA21765National Cancer Institute (NCI) U24 CA055727NCI NIH HHS P30 CA021765NCI NIH HHS U24 CA055727
6 · The paper itself

Abstract

backgroundSurvivors of childhood cancer face elevated risks for treatment-related late effects, including subsequent malignant neoplasms (SMN). In the general population, accelerated aging is associated with increased malignancy risk; however, this has not been evaluated in survivors.

methodsSurvivors enrolled in the Childhood Cancer Survivor Study with measures of physiologic frailty, Cumulative Illness Rating Scale for Geriatrics (CIRS-G), or deficit accumulation index (DAI) data were included. Associations between these measures of accelerated aging with SMNs, benign meningiomas, and nonmelanoma skin cancers (NMSC) were estimated with piecewise exponential models, adjusted for sociodemographic, treatment, and modifiable factors.

resultsPhysiologic frailty and CIRS-G were not associated with risk of SMNs, meningiomas, or NMSCs. A higher DAI was only associated with increased risk of benign meningioma but not SMNs or NMSCs.

conclusionsAccelerated aging measures were not consistently associated with SMN risk in survivors of childhood cancer. IMPACT: Our results confirm that established risk factors, especially treatment exposures, remain critical in the development of SMNs in survivors, reinforcing the importance of risk-adapted therapies and long-term surveillance in survivorship care.

Indexed as

AgingCancer SurvivorsNeoplasmsNeoplasms, Second PrimaryAdolescentAdultChildChild, PreschoolFemaleHumansMaleRisk FactorsYoung Adult

Identifiers

PMID42474278
PMCPMC13479362

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.