Evidence map›Paper›PMID 40449499›Full record

Observational studyThe Lancet. Oncology2025

Contributions of cancer treatment and genetic predisposition to risk of subsequent neoplasms in long-term survivors of childhood cancer: a report from the St Jude Lifetime Cohort and the Childhood Cancer Survivor Study.

Achal Neupane, Qi Liu, Siddhant Taneja, Jennifer French, Matthew J Ehrhardt, Tara M Brinkman, Rachel Webster, Jun J Yang, Cindy Im, Lucie M Turcotte and 10 more

2 registry-linked trialsAbstract readObservational Study
In one paragraph

Observational study in The Lancet. Oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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.

NCT00760656 recruitingnot on this map

Establishment of a Lifetime of Cohort of Adults Surviving Childhood Cancer

TypeobservationalSponsorSt. Jude Children's Research HospitalRan2007 to 2035Enrolled10,000ConditionsCancer
NCT01120353 recruitingnot on this map

Childhood Cancer Survivor Study

TypeobservationalSponsorSt. Jude Children's Research HospitalRan1995 to 2026Enrolled50,000ConditionsCancer
3 · Its place in the literature

Who cites it

12 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Subsequent malignant neoplasm among cancer survivors in the United States.Journal of cancer survivorship : research and practice · 2026
    Article
  5. Review
  6. Review
  7. Subsequent primary neoplasm risk among survivors of cancer in adolescence and young adulthood: a population-based study from Alberta, Canada.CMAJ : Canadian Medical Association journal = journal de l'Association medicale canadienne · 2026
    Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Review
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

20 authors.

Achal NeupaneDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Qi LiuSchool of Public Health, University of Alberta, Edmonton, AB, Canada.
Siddhant TanejaDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Jennifer FrenchDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Matthew J EhrhardtDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA.
Tara M BrinkmanDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, USA.
Rachel WebsterDepartment of Psychology and Biobehavioral Sciences, St Jude Children's Research Hospital, Memphis, TN, USA.
Jun J YangDepartment of Pharmacy and Pharmaceutical Sciences, St Jude Children's Research Hospital, Memphis, TN, USA.
Cindy ImDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.
Lucie M TurcotteDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.
Joseph P NegliaDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.
M Monica GramatgesDepartment of Pediatrics, Baylor College of Medicine, Houston, TX, USA.
Rebecca M HowellDepartment of Radiation Physics, University of Texas at MD Anderson Cancer Center, Houston, TX, USA.
Smita BhatiaInstitute of Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA.
Kirsten K NessDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Melissa M HudsonDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA.
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Leslie L RobisonDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Yadav SapkotaDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA. Electronic address: yadav.sapkota@stjude.org.

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
The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
Predicting and Preventing Chemotherapy-InducedCardiotoxicity in African American ChildrenR01CA261898 · NCI · NORTHWESTERN UNIVERSITY AT CHICAGO · PI BURRIDGE, PAUL W., SAPKOTA, YADAV · 2021 to 2025
$3.6M
Late Effects Prediction using Clinical Phenotypes and Whole Genome SequencingR01CA216354 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI YASUI, YUTAKA, ZHANG, JINGHUI · 2017 to 2021
$3.4M
Developing and validating race-specific cardiomyopathy risk prediction models in African American survivors of childhood cancerR01HL173881 · NHLBI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI Cindy Im, Yadav Sapkota · 2024 to 2026
$2.3M
Treatment-specific genetic risk scores for late effects prediction in childhood,adolescent, and young adult cancer survivorsR21CA261833 · NCI · UNIVERSITY OF MINNESOTA · PI IM, CINDY, YUAN, YAN · 2021 to 2021
$279k
NCI NIH HHS P30 CA021765NCI NIH HHS R01 CA216354NCI NIH HHS R01 CA261898NCI NIH HHS R21 CA261833NCI NIH HHS U01 CA195547NCI NIH HHS U24 CA055727NHLBI NIH HHS R01 HL173881
6 · The paper itself

Abstract

backgroundSurvivors of childhood cancer are at risk of subsequent neoplasms (SNs) associated with exposure to radiotherapy and chemotherapy, as well as with genetic predisposition. We aimed to estimate the relative contributions of these risk factors to the total SN burden in survivor populations.

methodsWe analysed data from two retrospectively constructed cohorts with ongoing recruitment and prospective follow-up: the St Jude Lifetime Cohort (SJLIFE; 4401 participants; NCT00760656) and the Childhood Cancer Survivor Study (CCSS; 7943 participants; NCT01120353). We used multivariable piecewise-exponential models to calculate attributable fractions to assess the contributions of radiotherapy and chemotherapy exposures, genetic predisposition (comparing the top two tertiles with the lowest tertile of polygenic risk scores [PRSs] where the tertile is from external general population corresponding to SN outcome) and lifestyle factors (physical activity, smoking, alcohol consumption, obesity, and diet) to incident of the first occurrences of SNs as the primary outcome.

findingsThe study was conducted between Jan 1, 2024, and Sept 30, 2024. Of the 12 344 survivors eligible for analysis, median attained age was 33·0 years (IQR 24·1-42·1) in SJLIFE and 36·0 years (29·5-43·6) in CCSS; 6127 (49·6%) were men and 6217 (50·4%) were women. Most patients were White (10 907 [88·4%]). The median follow-up from primary cancer diagnosis was 24·2 years (IQR 11·7-35·4) in SJLIFE (from Sept 13, 2007 to April 20, 2020) and 28·0 years (8·9-37·2) in CCSS (from Jan 1, 1975 to Dec 31, 2023). Cancer treatments and genetic risk jointly contributed to a substantial proportion of incident SN cases with attributable fractions ranging from 30% (95% CI 6-49; sarcoma) to 92% (89-94; meningioma). Higher exposure levels of radiotherapy contributed most, particularly in older (≥35 years; SJLIFE proportion of SNs 44·7% [95% CI 41·9-47·5]) compared with younger (<35 years; 40·0% [37·1-43·3]) follow-up age periods. Elevated genetic risk based on the PRSs accounted for a notable proportion, ranging from 1% (95% CI 0-7; meningioma) to 52% (39-62; thyroid cancer), surpassing contributions of chemotherapies, ranging from 3% (1-6; SMNs) to 35% (19-49; sarcoma). Lifestyle factors contributed negligibly.

interpretationCancer treatments and genetic predisposition are primary contributors to the risk of SNs in childhood cancer survivors, and lifestyle factors seem to have a minimal effect. These results highlight the crucial need to consider both treatment history and genetic factors in developing effective risk assessment and surveillance strategies for this vulnerable population.

fundingUS National Institutes of Health and the American Lebanese Syrian Associated Charities.

Indexed as

Cancer SurvivorsGenetic Predisposition to DiseaseNeoplasmsNeoplasms, Second PrimaryAdolescentAdultChildFemaleFollow-Up StudiesHumansMaleProspective StudiesRetrospective StudiesRisk FactorsYoung Adult

Identifiers

PMID40449499
PMCPMC12204326

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Registered trials

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.