Evidence map›Paper›PMID 38454124›Full record

ArticleNature medicine2024

Polygenic risk scores, radiation treatment exposures and subsequent cancer risk in childhood cancer survivors.

Todd M Gibson, Danielle M Karyadi, Stephen W Hartley, Michael A Arnold, Amy Berrington de Gonzalez, Miriam R Conces, Rebecca M Howell, Vidushi Kapoor, Wendy M Leisenring, Joseph P Neglia and 5 more

Open access · greenAbstract read
In one paragraph

Article in Nature medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
14.4field-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

17 citing papers in PubMed, 13 citations in OpenAlex.

  1. Review
  2. Article
  3. Second primary malignancies among childhood medulloblastoma survivors: a population-based competing risk analysis.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2026
    Article
  4. Article
  5. Review
  6. Article
  7. Article
  8. IGF2BP3 remodels the microRNA targeting landscape in MLL-AF4 leukemia.bioRxiv : the preprint server for biology · 2025
    Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Article
  14. Review
  15. Review
  16. Aging and cancer.Molecular cancer · 2024
    Review
  17. Article
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

15 authors at 8 institutions in 2 countries.

Todd M GibsonDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA. todd.gibson@nih.gov.ORCID 0000-0002-8718-699X
Danielle M KaryadiDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Stephen W HartleyDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.ORCID 0000-0001-6584-005X
Michael A ArnoldDepartment of Pathology, Children's Hospital of Colorado, University of Colorado, Denver, CO, USA.
Amy Berrington de GonzalezDivision of Cancer Genetics and Epidemiology, The Institute of Cancer Research, London, UK.
Miriam R ConcesDepartment of Pathology and Laboratory Medicine, Nationwide Children's Hospital, Columbus, OH, USA.
Rebecca M HowellRadiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Vidushi KapoorDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Wendy M LeisenringCancer Prevention and Clinical Statistics Programs, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.ORCID 0000-0001-7405-0906
Joseph P NegliaDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.
Joshua N SampsonDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.
Lucie M TurcotteDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.ORCID 0000-0003-4106-6172
Stephen J ChanockDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.ORCID 0000-0002-2324-3393
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Lindsay M MortonDivision of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA.ORCID 0000-0001-9767-2310
National Institutes of Health · USUniversity of Minnesota · USChildren's Hospital Colorado · USFred Hutch Cancer Center · USInstitute of Cancer Research · GBNationwide Children's Hospital · USSt. Jude Children's Research Hospital · USThe University of Texas MD Anderson Cancer Center · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI Shondra Michelle Miller · 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
Studies of Populations Exposed to Therapeutic Medical Radiation and Other AgentsZIACP010131 · NCI · DIVISION OF CANCER EPIDEMIOLOGY AND GENETICS · PI MORTON, LINDSAY · 2009 to 2025
$81.0M
The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
Intramural NIH HHS Z99 CA999999NCI NIH HHS P30 CA021765NCI NIH HHS U01 CA195547NCI NIH HHS U24 CA055727
6 · The paper itself

Abstract

Survivors of childhood cancer are at increased risk for subsequent cancers attributable to the late effects of radiotherapy and other treatment exposures; thus, further understanding of the impact of genetic predisposition on risk is needed. Combining genotype data for 11,220 5-year survivors from the Childhood Cancer Survivor Study and the St Jude Lifetime Cohort, we found that cancer-specific polygenic risk scores (PRSs) derived from general population, genome-wide association study, cancer loci identified survivors of European ancestry at increased risk of subsequent basal cell carcinoma (odds ratio per s.d. of the PRS: OR = 1.37, 95% confidence interval (CI) = 1.29-1.46), female breast cancer (OR = 1.42, 95% CI = 1.27-1.58), thyroid cancer (OR = 1.48, 95% CI = 1.31-1.67), squamous cell carcinoma (OR = 1.20, 95% CI = 1.00-1.44) and melanoma (OR = 1.60, 95% CI = 1.31-1.96); however, the association for colorectal cancer was not significant (OR = 1.19, 95% CI = 0.94-1.52). An investigation of joint associations between PRSs and radiotherapy found more than additive increased risks of basal cell carcinoma, and breast and thyroid cancers. For survivors with radiotherapy exposure, the cumulative incidence of subsequent cancer by age 50 years was increased for those with high versus low PRS. These findings suggest a degree of shared genetic etiology for these malignancy types in the general population and survivors, which remains evident in the context of strong radiotherapy-related risk.

Indexed as

Basal Cell CarcinomaBreast NeoplasmsCancer SurvivorsNeoplasmsSkin NeoplasmsThyroid NeoplasmsChildFemaleGenetic Risk ScoreGenome-Wide Association StudyHumansMiddle AgedRisk Factors

Identifiers

PMID38454124
PMCPMC11029534
OpenAlexW4392553068

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.