Evidence map›Paper›PMID 37040194›Full record

ArticleCancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology2023

The Association of Neighborhood Characteristics and Frailty in Childhood Cancer Survivors: A Report from the St. Jude Lifetime Cohort Study.

Lindsay F Schwartz, Rikeenkumar Dhaduk, Carrie R Howell, Tara M Brinkman, Matthew J Ehrhardt, Angela Delaney, Deo Kumar Srivastava, Jennifer Q Lanctot, Gregory T Armstrong, Leslie L Robison and 3 more

Open access · greenAbstract read
In one paragraph

Article in Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
1.4field-weighted citation impact, top 20% 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

7 citing papers in PubMed, 8 citations in OpenAlex.

  1. Frailty and neurocognitive impairments in Chinese survivors of childhood cancer.Journal of cancer survivorship : research and practice · 2026
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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.

Lindsay F SchwartzUniversity of Chicago Comer Children's Hospital, Chicago, Illinois.ORCID 0000-0003-1300-1662
Rikeenkumar DhadukSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-1385-8044
Carrie R HowellThe University of Alabama at Birmingham, Birmingham, Alabama.ORCID 0000-0002-6554-6237
Tara M BrinkmanSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-4250-6160
Matthew J EhrhardtSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-2781-9983
Angela DelaneySt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-0632-6365
Deo Kumar SrivastavaSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-6693-8120
Jennifer Q LanctotSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-4381-8032
Gregory T ArmstrongSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-8722-4207
Leslie L RobisonSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-7460-8578
Melissa M HudsonSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-6984-2407
Kirsten K NessSt. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-2084-1507
Tara O HendersonUniversity of Chicago Comer Children's Hospital, Chicago, Illinois.ORCID 0000-0001-9394-6206
St. Jude Children's Research Hospital · USComer Children's Hospital · USUniversity of Alabama at Birmingham · US

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI GERARD PAUL ZAMBETTI · 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
Developing an Oncology Workforce for the 21st Century - Renewal 01K12CA139160 · NCI · UNIVERSITY OF CHICAGO · PI OLOPADE, OLUFUNMILAYO F., SMITH, SONALI · 2010 to 2024
$10.6M
Harnessing social determinant of health data to identify and engage high risk, socially vulnerable populations for diabetes preventionK01MD017270 · NIMHD · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI HOWELL, CARRIE R. · 2022 to 2025
$513k
NCI NIH HHS K12 CA139160NCI NIH HHS L40 CA274778NCI NIH HHS P30 CA021765NCI NIH HHS U01 CA195547NIMHD NIH HHS K01 MD017270
6 · The paper itself

Abstract

backgroundChildhood cancer survivors experience reduced physiologic reserve, or frailty, earlier and more frequently than peers. In other populations, frailty is impacted by one's neighborhood. This study's purpose was to evaluate associations between neighborhood characteristics and frailty in childhood cancer survivors.

methodsParticipants in the St. Jude Lifetime Cohort Study with geocoded residential addresses were analyzed. Pre-frailty/Frailty was defined as having 1-2/≥3 of sarcopenia, muscle weakness, poor endurance, slow walking speed, and exhaustion from direct assessments. Neighborhood characteristics [e.g., access to exercise opportunities and healthy food, neighborhood socioeconomic status (nSES), and rurality/urbanicity] were determined using publicly available geospatial data. Nested multivariable logistic regression models identified associations between neighborhood characteristics and pre-frailty/frailty, adjusting for chronic health conditions, individual health behaviors and socio-demographics, and high-risk cancer treatment exposures.

resultsFor our cohort (N = 3,806, 46.79% female, 81.40% white, mean age 33.63±9.91 years), compared with non-frail survivors (n = 2,573; 67.6%), pre-frail (n = 900; 23.6%) and frail survivors (n = 333; 8.7%) were more likely to live in neighborhoods with decreased exercise opportunities (frail OR: 1.62, 1.26-2.09), reduced healthy food access (pre-frail OR: 1.28, 1.08-1.51; frail OR: 1.36, 1.06-1.75), and lower nSES (pre-frail OR: 1.31, 1.12-1.52; frail OR: 1.64, 1.30-2.07). Participants had 8% increased odds (95% confidence interval, 2%-14%) of being pre-frail/frail if they lived in "resource poor" neighborhoods as opposed to "resource rich" neighborhoods after adjusting for other pre-frailty/frailty risk factors.

conclusionsThe neighborhood a childhood cancer survivor resides in as an adult is associated with pre-frailty/frailty. IMPACT: This study provides valuable information for creating interventions using neighborhood-level factors to mitigate frailty and improve health outcomes in survivors. See related commentary by Bhandari and Armenian, p. 997.

Indexed as

Cancer SurvivorsFrailtyNeoplasmsAdultChildCohort StudiesFemaleHumansMaleNeighborhood CharacteristicsYoung Adult

Identifiers

PMID37040194
PMCPMC10524118
OpenAlexW4364351838

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.