Evidence map›Paper›PMID 39535790›Full record

ArticleJAMA network open2024

Financial Difficulty Over Time in Young Adults With Breast Cancer.

Sara P Myers, Yue Zheng, Kate Dibble, Elizabeth A Mittendorf, Tari A King, Kathryn J Ruddy, Jeffrey M Peppercorn, Lidia Schapira, Virginia F Borges, Steven E Come and 2 more

Abstract read
In one paragraph

Article in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 3 pooled it
–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

14 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
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  7. Review
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  9. Article
  10. Lymphedema Treatment Act: A Critical Step for Cancer Survivors, but Unresolved Equity Gaps Persist.Journal of clinical oncology : official journal of the American Society of Clinical Oncology · 2025
    Article
  11. Article
  12. Treatment-related adverse events as a source of financial hardship in young adults with breast cancer: a qualitative study.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  13. Unraveling the vicious cycle: longitudinal analysis between financial toxicity and symptom burden in women with breast cancer.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025
    Article
  14. Article
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.

Sara P MyersDivision of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.
Yue ZhengDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Kate DibbleDepartment of Medical Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts.
Elizabeth A MittendorfDivision of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.
Tari A KingDivision of Breast Surgery, Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts.
Kathryn J RuddyMayo Clinic, Rochester, Minnesota.
Jeffrey M PeppercornHarvard Medical School, Boston, Massachusetts.
Lidia SchapiraStanford Cancer Institute, Palo Alto, California.
Virginia F BorgesUniversity of Colorado Comprehensive Cancer Center, Aurora.
Steven E ComeBeth Israel Deaconess Medical Center, Boston, Massachusetts.
Shoshana M RosenbergDivision of Epidemiology, Department of Population Health Sciences, Weill Cornell Medicine, New York, New York.
Ann H PartridgeBreast Oncology Program, Dana-Farber Brigham Cancer Center, Boston, Massachusetts.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

importanceYoung adults aged 18 to 39 years represent the minority of breast cancer diagnoses but are particularly vulnerable to financial hardship. Factors contributing to sustained financial hardship are unknown.

objectivesTo identify financial hardship patterns over time and characterize factors associated with discrete trajectories; it was hypothesized that treatment-related arm morbidity, a key source of expense, would be associated with long-term financial difficulty. DESIGN, SETTING, AND

participantsThis cohort study included US young adults aged 40 years or younger treated between 2006 and 2016. Eligible patients were treated for stage 0 to stage III breast cancer at institutions participating in the Young Women's Breast Cancer Study, which included a specialized cancer institute and 12 other academic and community hospitals. Patients who responded at baseline and returned a 1-year survey were included in analysis. Data were analyzed in March 2024. MAIN OUTCOMES AND MEASURES: Trajectory modeling classified patterns of financial difficulty from baseline through 10 years postdiagnosis using the Cancer Rehabilitation Evaluation System (CARES) scale. Multinomial regression examined characteristics, including treatment-related arm morbidity, associated with each trajectory.

resultsA total 1008 patients were included (median [IQR] age at diagnosis, 36 [33-39] years; 60 Asian [6.0%], 35 Black [3.5%], 47 Hispanic [4.7%], 884 White [87.7%]); 840 patients were college graduates (83.3%), 764 were partnered at baseline (75.8%), 649 were nulliparous (64.4%), and 908 were without comorbidities at enrollment (90.1%). Patients' tumors were primarily stage I-II (778 [77.2%]), estrogen receptor/progesterone receptor-positive (754 [74.8%]), and ERBB2-negative (formerly HER2) (686 [68.1%]). Patients were more frequently treated with mastectomy than breast conservation (771 [76.5%] vs 297 [29.5%]; P < .001). A majority of patients received radiation therapy (627 [62.2%]), chemotherapy (760 [75.4%]), and endocrine therapy (610 [60.6%]). A total of 727 patients (72.1%) reported arm symptoms within 2 years of surgery. Three distinct trajectories of experiences with finances emerged: 551 patients (54.7%) had low financial difficulty (trajectory 1), 293 (29.1%) had mild difficulty that improved (trajectory 2), and 164 (16.3%) had moderate to severe difficulty peaking several years after diagnosis before improving (trajectory 3). Hispanic ethnicity (OR, 3.71; 95% CI, 1.47-9.36), unemployment at baseline and 1 year (OR, 2.66; 95% CI, 1.63-4.33), and arm symptoms (OR, 1.77; 95% CI, 1.06-2.96) were associated with increased odds of experiencing trajectory 3. Having a college degree (OR, 0.20; 95% CI, 0.12-0.34) or being partnered (OR, 0.24; 95% CI, 0.15-0.38) were associated with increased odds of experiencing trajectory 1.

conclusionIn this cohort study of young adults with breast cancer, we identified a subset of patients who experienced a high degree of financial difficulty persisting into early survivorship. Targeted interventions to mitigate financial toxicity-modifiable factors that include support for the employability or return to work support for those experiencing arm symptoms after treatment-are needed.

Indexed as

Breast NeoplasmsFinancial StressAdolescentAdultCohort StudiesCost of IllnessFemaleHumansUnited StatesYoung Adult

Identifiers

PMID39535790
PMCPMC11561695

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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.