Evidence map›Paper›PMID 42816776›Full record

ArticleCancer reports (Hoboken, N.J.)2026

Prevalence and Risk Factors for Financial Toxicity Among Sarcoma Patients During and Following Treatment Across the Lifespan.

Michael J Robinson, Lili Sun, Tatsuki Koyama, Emma A Schremp, Grace Aronoff, Tulio Guimaraes, Taylor A Stokes, Elizabeth J Davis, Vicki Keedy, Scott C Borinstein and 12 more

Abstract read
In one paragraph

Article in Cancer reports (Hoboken, N.J.), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

22 authors.

Michael J RobinsonDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0003-4456-7482
Lili SunDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Tatsuki KoyamaDepartment of Biostatistics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-8908-9165
Emma A SchrempDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Grace AronoffDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Tulio GuimaraesDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Taylor A StokesDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Elizabeth J DavisDivision of Hematology and Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Vicki KeedyDivision of Hematology and Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Scott C BorinsteinDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-1721-1520
Herbert S SchwartzDepartment of Orthopedic Surgery and Rehabilitation, Vanderbilt University Medical Center, Nashville, Tennessee, USA.
Jennifer L HalpernDepartment of Orthopedic Surgery and Rehabilitation, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0003-4812-2755
Joshua M LawrenzDepartment of Orthopedic Surgery and Rehabilitation, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0003-4069-7044
Daniel JohnsonDepartment of Orthopedic Surgery and Rehabilitation, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0001-8601-075X
Timothy SuDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-7831-1947
Leo LuoDepartment of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-3061-4287
Travis OstermanDepartment of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-2841-8121
Tuya PalDivision of Genetic Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0001-8009-2475
Ben H ParkDivision of Hematology and Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0001-8119-2291
Xiao-Ou ShuDivision of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-0711-8314
Debra L FriedmanDivision of Pediatric Hematology and Oncology, Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0002-0589-4176
Eric T ShinoharaDepartment of Radiation Oncology, Vanderbilt University Medical Center, Nashville, Tennessee, USA.ORCID https://orcid.org/0000-0001-9322-2531

Funding

Vanderbilt Clinical Oncology Research Career Development ProgramK12CA090625 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Debra L. Friedman, Paula Jill Hurley · 2001 to 2026
$16.9M
CAUSAL: Cohort to Augment the Understanding of Sarcoma Survivorship Across the LifespanUH3CA260318 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Debra L. Friedman, Tuya Pal · 2023 to 2026
$8.6M
Vanderbilt Training Program in Molecular and Genetic Epidemiology of CancerT32CA160056 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Xiao-Ou Shu · 2017 to 2026
$3.8M
VOLT (Vanderbilt Oncology Training Program)T32CA217834 · NCI · VANDERBILT UNIVERSITY MEDICAL CENTER · PI Debra L. Friedman, Douglas B Johnson · 2018 to 2026
$2.7M
NCI NIH HHS 2T32CA160056NCI NIH HHS 4UH3CA260318-03NCI NIH HHS 5K12CA090625NCI NIH HHS K12 CA090625NCI NIH HHS P30CA06485NCI NIH HHS T32 CA160056NCI NIH HHS T32 CA217834NCI NIH HHS T32CA217834NCI NIH HHS UH3 CA260318
6 · The paper itself

Abstract

backgroundFinancial toxicity (FT) describes the impact of cancer and treatment-related financial burden. We evaluated the prevalence and risk factors for FT among sarcoma patients.

methodsA sarcoma cohort was constructed to assess health outcomes. FT was measured via "COmprehensive Score for financial Toxicity" (COST), where lower scores indicate greater FT. COST scores were evaluated in association with patient demographics, clinical data, and psychosocial/functional domains (PROMIS-57) using multivariable linear regression. Subgroup analyses evaluated patients on- versus off-therapy.

resultsAmong 1125 participants (515 on/610 off therapy), median COST was 27.0 (IQR 18.0, 35.0), with absent, mild, moderate, and severe FT seen in 55.4%, 29.2%, 15.1%, and 0.4%, respectively. Lower FT was associated with increasing age (+1.28; 95% CI 0.86, 1.70), male sex (+1.93; 0.78, 3.08), and higher income (+0.87; 0.72, 1.01). Increased FT was associated with non-White race (-1.79; -3.41, -0.13), larger households (-0.73; -1.25, -0.22), metastatic disease (-2.36; -3.80, -0.91), and active treatment (-1.61; -2.97, -0.24). Subgroup analyses demonstrated similar results regarding age, sex, income, and metastatic disease among on-therapy and age, income, and household members among off-therapy. Eight hundred and thirty-two participants completed both the PROMIS-57 and COST. FT was associated with anxiety (-0.77; -1.45, -0.08), depression (-2.11; -2.96, -1.26), pain interference (-1.36; -2.17, -0.55), and sleep disturbance (-0.68; -1.35, -0.004).

conclusionAlmost half of participants experienced FT. Risk factors included non-White race, active therapy, larger households, and metastatic disease. Anxiety, depression, pain interference, and sleep disturbance were associated with FT. Screening for FT is needed to develop targeted interventions.

Indexed as

Cost of IllnessFinancial StressSarcomaAdultAgedFemaleHumansMaleMiddle AgedPrevalenceQuality of LifeRisk FactorsCOSTfinancial toxicityPROMIS‐57sarcoma

Identifiers

PMID42816776
PMCPMC13627249

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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.