Evidence map›Paper›PMID 37797633›Full record

ArticleThe Lancet. Oncology2023

Cancer germline predisposing variants and late mortality from subsequent malignant neoplasms among long-term childhood cancer survivors: a report from the St Jude Lifetime Cohort and the Childhood Cancer Survivor Study.

Cheng Chen, Na Qin, Mingjuan Wang, Qian Dong, Saima Sultana Tithi, Yawei Hui, Wenan Chen, Gang Wu, Dennis Kennetz, Michael N Edmonson and 23 more

2 registry-linked trialsOpen access · greenAbstract read
In one paragraph

Article in The Lancet. Oncology, 2023. 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 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
10.5field-weighted citation impact, top 2% 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.

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

17 citing papers in PubMed, 18 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Characterization of Genetic Etiologic Factors for Pediatric Acute Lymphoblastic Leukemia in Large Childhood Cancer Survivorship Cohorts.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2026
    Article
  6. Mortality after colorectal cancer among survivors of childhood cancer.Journal of the National Cancer Institute · 2026
    Article
  7. Investigation of DNA Damage Response Genes Validates the Role of DNA Repair in Pediatric Cancer Risk and IdentifiesJournal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  8. Article
  9. Article
  10. Pediatric Cancer Predisposition and Surveillance Update: Summary Perspective and Future Directions.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Review
  11. Review
  12. Review
  13. Article
  14. Update on Recommendations for Surveillance for Children with Predisposition to Hematopoietic Malignancy.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024
    Review
  15. Do it once, but do it right.Haematologica · 2024
    Article
  16. Review
  17. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

33 authors at 9 institutions in 3 countries.

Cheng ChenState Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Na QinDepartment of Epidemiology, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China.
Mingjuan WangDepartment of Biostatistics, St Jude Children's Research Hospital, Memphis, TN, USA.
Qian DongDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Saima Sultana TithiDepartment of Cell and Molecular Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Yawei HuiHigh-Performance Computing Facility, St Jude Children's Research Hospital, Memphis, TN, USA.
Wenan ChenCenter for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA.
Gang WuCenter for Applied Bioinformatics, St Jude Children's Research Hospital, Memphis, TN, USA.
Dennis KennetzDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Michael N EdmonsonDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Michael C RuschDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Andrew ThrasherDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
John EastonDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Heather L MulderDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Nan SongCollege of Pharmacy, Chungbuk National University, Cheongju, South Korea.
Noel-Marie PlonskiDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Kyla SheltonDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Cindy ImDepartment of Pediatrics, University of Minnesota, Minneapolis, MN, USA.
Matthew J EhrhardtDepartment of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA.
Kim E NicholsDepartment of Oncology, St Jude Children's Research Hospital, Memphis, TN, USA.
Wendy M LeisenringClinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Kayla L StrattonClinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, WA, USA.
Rebecca HowellDepartment of Radiation Physics, Division of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA.
Smita BhatiaInstitute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA.
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, 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.
Jinghui ZhangDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA.
Hui WangState Key Laboratory of Oncogenes and Related Genes, Center for Single-Cell Omics, School of Public Health, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Deo Kumar SrivastavaDepartment of Biostatistics, 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.
Zhaoming WangDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, USA; Department of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, USA. Electronic address: zhaoming.wang@stjude.org.
St. Jude Children's Research Hospital · USFred Hutch Cancer Center · USChungbuk National University · KRNanjing Medical University · CNShanghai Jiao Tong University · CNState Key Laboratory of Oncogene and Related Genes · CNThe University of Texas MD Anderson Cancer Center · USUniversity of Alabama at Birmingham · USUniversity of Minnesota · 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
The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
Training in Pediatric Cancer Survivorship Outcomes and InterventionsT32CA225590 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI Kevin R Krull · 2018 to 2026
$2.4M
NCI NIH HHS P30 CA021765NCI NIH HHS T32 CA225590NCI NIH HHS U01 CA195547NCI NIH HHS U24 CA055727
6 · The paper itself

Abstract

backgroundCarriers of cancer predisposing variants are at an increased risk of developing subsequent malignant neoplasms among those who have survived childhood cancer. We aimed to investigate whether cancer predisposing variants contribute to the risk of subsequent malignant neoplasm-related late mortality (5 years or more after diagnosis).

methodsIn this analysis, data were included from two retrospective cohort studies, St Jude Lifetime Cohort (SJLIFE) and the Childhood Cancer Survivor Study (CCSS), with prospective follow-up of patients who were alive for at least 5 years after diagnosis with childhood cancer (ie, long-term childhood cancer survivors) with corresponding germline whole genome or whole exome sequencing data. Cancer predisposing variants affecting 60 genes associated with well-established autosomal-dominant cancer-predisposition syndromes were characterised. Subsequent malignant neoplasms were graded using the National Cancer Institute Common Terminology Criteria for Adverse Events (CTCAE) version 4.03 with modifications. Cause-specific late mortality was based on linkage with the US National Death Index and systematic cohort follow up. Fine-Gray subdistribution hazard models were used to estimate subsequent malignant neoplasm-related late mortality starting from the first biospecimen collection, treating non-subsequent malignant neoplasm-related deaths as a competing risk, adjusting for genetic ancestry, sex, age at diagnosis, and cancer treatment exposures. SJLIFE (NCT00760656) and CCSS (NCT01120353) are registered with ClinicalTrials.gov.

findings12 469 (6172 male and 6297 female) participants were included, 4402 from the SJLIFE cohort (median follow-up time since collection of the first biospecimen 7·4 years [IQR 3·1-9·4]) and 8067 from the CCSS cohort (median follow-up time since collection of the first biospecimen 12·6 years [2·2-16·6]). 641 (5·1%) of 12 469 participants carried cancer predisposing variants (294 [6·7%] in the SJLIFE cohort and 347 [4·3%] in the CCSS cohort), which were significantly associated with an increased severity of subsequent malignant neoplasms (CTCAE grade ≥4 vs grade <4: odds ratio 2·15, 95% CI 1·18-4·19, p=0·0085). 263 (2·1%) subsequent malignant neoplasm-related deaths (44 [1·0%] in the SJLIFE cohort; and 219 [2·7%] in the CCSS cohort) and 426 (3·4%) other-cause deaths (103 [2·3%] in SJLIFE; and 323 [4·0%] in CCSS) occurred. Cumulative subsequent malignant neoplasm-related mortality at 10 years after the first biospecimen collection in carriers of cancer predisposing variants was 3·7% (95% CI 1·2-8·5) in SJLIFE and 6·9% (4·1-10·7) in CCSS versus 1·5% (1·0-2·1) in SJLIFE and 2·1% (1·7-2·5) in CCSS in non-carriers. Carrying a cancer predisposing variant was associated with an increased risk of subsequent malignant neoplasm-related mortality (SJLIFE: subdistribution hazard ratio 3·40 [95% CI 1·37-8·43]; p=0·0082; CCSS: 3·58 [2·27-5·63]; p<0·0001).

interpretationIdentifying participants at increased risk of subsequent malignant neoplasms via genetic counselling and clinical genetic testing for cancer predisposing variants and implementing early personalised cancer surveillance and prevention strategies might reduce the substantial subsequent malignant neoplasm-related mortality burden.

fundingAmerican Lebanese Syrian Associated Charities and US National Institutes of Health.

Indexed as

Cancer SurvivorsNeoplasmsChildFemaleFollow-Up StudiesHumansMaleProspective StudiesRetrospective StudiesRisk Factors

Identifiers

PMID37797633
PMCPMC10712938
OpenAlexW4387244803

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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.