Evidence map›Paper›PMID 33842896›Full record

ArticleJACC. CardioOncology2021

Contribution of Polygenic Risk to Hypertension Among Long-Term Survivors of Childhood Cancer.

Yadav Sapkota, Nan Li, Jeanne Pierzynski, Daniel A Mulrooney, Kirsten K Ness, Lindsay M Morton, J Robert Michael, Jinghui Zhang, Smita Bhatia, Gregory T Armstrong and 3 more

Open access · goldAbstract read
In one paragraph

Article in JACC. CardioOncology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed, 1 pooled it
7.0field-weighted citation impact, top 3% 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

21 citing papers in PubMed, 1 synthesis or guideline pooled it, 29 citations in OpenAlex.

  1. Pooled it
  2. Article
  3. Predicting the 10-year risk of cardiomyopathy in long-term survivors of childhood cancer.Annals of oncology : official journal of the European Society for Medical Oncology · 2025
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  12. Anthracycline Toxicity: Light at the End of the Tunnel?Annual review of pharmacology and toxicology · 2024
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

13 authors at 3 institutions in 1 country.

Yadav SapkotaDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Nan LiDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Jeanne PierzynskiDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, USA.
Daniel A MulrooneyDepartment 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.
Lindsay M MortonDivision of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA.
J Robert MichaelDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Jinghui ZhangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, TN, USA.
Smita BhatiaInstitute of 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.
Melissa M HudsonDepartment 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.
St. Jude Children's Research Hospital · USDivision of Cancer Epidemiology and GeneticsUniversity of Alabama at Birmingham · US

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
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
NCI NIH HHS P30 CA021765NCI NIH HHS R01 CA216354NCI NIH HHS U01 CA195547NCI NIH HHS U24 CA055727
6 · The paper itself

Abstract

backgroundChildhood cancer survivors experience significantly higher rates of hypertension which potentiates cardiovascular disease, but the contribution and relationship of genetic and treatment factors to hypertension risk are unknown.

objectivesTo determine the contribution of a blood pressure polygenic risk score (PRS) from the general population and its interplay with cancer therapies to hypertension in childhood cancer survivors.

methodsUsing 895 established blood pressure loci from the general population, we calculated a PRS for 3572 childhood cancer survivors of European ancestry from Childhood Cancer Survivor Study (CCSS) original cohort, 1889 from CCSS expansion cohort, and 2534 from the St. Jude Lifetime Cohort (SJLIFE). Hypertension was assessed using National Cancer Institute criteria based on self-report of a physician diagnosis in CCSS and by blood pressure measurement in SJLIFE.

resultsIn the combined sample of 7995 survivors, those in the top decile of the PRS had an odds ratio (OR) of 2.66 (95% CI=2.03-3.48) for hypertension compared to survivors in the bottom decile. The PRS-hypertension association was modified by being overweight/obese (per SD interaction OR=1.13; 95% CI=1.01-1.27) and exposure to hypothalamic-pituitary axis radiation (per SD interaction OR=1.18; 95% CI=1.05-1.33). Attributable fractions for hypertension to the PRS and cancer therapies were 21.0% and 15.7%, respectively, they jointly accounted for 40.2% of hypertension among survivors.

conclusionsA blood pressure PRS from the general population is significantly associated with hypertension among childhood cancer survivors and contributes to approximately one quarter of hypertension risk among survivors. These findings highlight the importance of screening for hypertension in all childhood cancer survivors, and identify higher risk subgroups.

Indexed as

cancer therapieschildhood cancer survivorsHypertensionpolygenic risk score

Identifiers

PMID33842896
PMCPMC8026142
OpenAlexW3137370776

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.