Evidence map›Paper›PMID 41397910›Full record

ArticleJournal of the National Cancer Institute2026

Influence of treatment, genetic predisposition, and lifestyle on cardiovascular risk factors among cancer survivors.

Carmen L Wilson, Rikeenkumar Dhaduk, Xin Zhou, Gavriel Matt, Yutaka Yasui, Cindy Im, Gregory T Armstrong, Stephanie B Dixon, Yadav Sapkota, Zhaoming Wang and 2 more

Abstract read
In one paragraph

Article in Journal of the National Cancer Institute, 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

12 authors.

Carmen L WilsonDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-7636-065X
Rikeenkumar DhadukDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-1385-8044
Xin ZhouDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-3979-8200
Gavriel MattDepartment of Computational Biology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-6200-8487
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-7717-8638
Cindy ImDepartment of Pediatrics, University of Minnesota Medical School, Minneapolis, TN, United States.ORCID 0000-0003-0931-9432
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-8722-4207
Stephanie B DixonDepartment of Oncology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0003-3901-3274
Yadav SapkotaDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-5943-9454
Zhaoming WangDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-7556-3869
Melissa M HudsonDepartment of Oncology, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0001-6984-2407
Kirsten K NessDepartment of Epidemiology and Cancer Control, St Jude Children's Research Hospital, Memphis, TN, United States.ORCID 0000-0002-2084-1507

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI CHARLES ROBERTS · 1985 to 2026
$166.9M
The St. Jude Lifetime CohortU01CA195547 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI HUDSON, MELISSA M, NESS, KIRSTEN KIMBERLIE · 2015 to 2024
$14.9M
The St. Jude Lifetime Cohort StudyU01CA301480 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI MELISSA M HUDSON, Kirsten Kimberlie Ness · 2025 to 2026
$2.1M
American Lebanese Syrian Associated CharitiesNCI NIH HHS P30 CA021765NCI NIH HHS U01 CA195547NCI NIH HHS U01 CA301480NIH HHS P30 CA021765NIH HHS U01 CA195547
6 · The paper itself

Abstract

backgroundAs traditional cardiovascular risk factors increase cardiovascular risk with a near-multiplicative effect among childhood cancer survivors, our purpose was to evaluate the combined contributions of population-based polygenic risk scores and lifestyle behaviors to cardiovascular risk factors to identify targets for surveillance and risk prevention.

methodsParticipants included 2610 European ancestry childhood cancer survivors (mean [SD] age = 34.6 [9.5] years). Using phenotype-specific, population-based polygenic risk scores for low-density lipoprotein and high-density lipoprotein cholesterol, triglycerides, fasting glucose, hemoglobin A1c, systolic blood pressure (BP) and diastolic BP, childhood cancer survivors were classified with low (lowest quintile), intermediate (middle 3 quintiles), or high genetic risk (highest quintile). Lifestyle (good, intermediate, poor) was based on 4 factors (smoking, physical activity, diet quality, obesity). Multiple linear regression was used to assess associations between lifestyle and genetic risk with each cardiovascular risk factor, adjusting for cancer therapies and medications.

resultsWorsening cardiovascular risk factor profiles were associated with poorer lifestyle (ie, decreasing number of positive health habits) and increasing genetic risk. For example, poor lifestyle and high genetic risk were associated with a mean (SE) of 5.4 (1.0) and 5.0 (1.1) mmHg increase in systolic BP compared with good lifestyle and low genetic risk, respectively, and 3.4 (0.7) and 4.4 (0.7) mmHg increase in diastolic BP. Among childhood cancer survivors with high genetic risk, mean (SE) diastolic BP (mean = -4.6 [2.2] mmHg, P = .034) and fasting glucose (mean = -5.0 [2.1] mg/dL, P < .001) were lower among childhood cancer survivors with good vs poor lifestyle, while mean high-density lipoprotein was higher (mean = 12.9 [1.9] mg/dL, P < .001).

conclusionAmong childhood cancer survivors, lifestyle is associated with increased risk of cardiovascular risk factors independent of genetic risk and treatment, highlighting the importance of developing interventions targeting lifestyle in this population.

Indexed as

Cancer SurvivorsCardiovascular DiseasesGenetic Predisposition to DiseaseHeart Disease Risk FactorsLife StyleNeoplasmsAdultBlood PressureChildExerciseFemaleHumansMaleMiddle AgedRisk FactorsYoung Adult

Identifiers

PMID41397910
PMCPMC13064490

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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.