Evidence map›Paper›PMID 36809469›Full record

ArticleJAMA network open2023

Association of Neighborhood-Level Household Income With 21-Gene Recurrence Score and Survival Among Patients With Estrogen Receptor-Positive Breast Cancer.

Sung Jun Ma, Jasmin Gill, Olivia Waldman, Keerti Yendamuri, Cynthia Dunne-Jaffe, Udit Chatterjee, Fatemeh Fekrmandi, Rohil Shekher, Austin Iovoli, Song Yao and 2 more

Abstract read
In one paragraph

Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
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  3. Article
  4. Differential effects of neighborhood ambient PMInternational journal of health geographics · 2026
    Article
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  6. Article
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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.

Sung Jun MaDepartment of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Jasmin GillUniversity at Buffalo, The State University of New York, Buffalo.
Olivia WaldmanJacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo.
Keerti YendamuriUniversity at Buffalo, The State University of New York, Buffalo.
Cynthia Dunne-JaffeJacobs School of Medicine and Biomedical Sciences, University at Buffalo, The State University of New York, Buffalo.
Udit ChatterjeeDepartment of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Fatemeh FekrmandiDepartment of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Rohil ShekherDepartment of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Austin IovoliDepartment of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Song YaoDepartment of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, New York.
Oluwadamilola T OladeruDepartment of Radiation Oncology, University of Florida, Gainesville.
Anurag K SinghDepartment of Radiation Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, New York.

Funding

Two-Spirit Films in Indigenous Cancer HealthP30CA016056 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI MARK G FRATTINI · 1985 to 2026
$116.6M
NCI NIH HHS P30 CA016056
6 · The paper itself

Abstract

Importance: While low income has been associated with a higher incidence of triple-negative breast cancer, its association with 21-gene recurrence score (RS) among patients with estrogen receptor (ER)-positive breast cancer remains unclear. Objective: To evaluate the association of household income with RS and overall survival (OS) among patients with ER-positive breast cancer. Design, Setting, and Participants: This cohort study used data from the National Cancer Database. Eligible participants included women diagnosed between 2010 and 2018 with ER-positive, pT1-3N0-1aM0 breast cancer who received surgery followed by adjuvant endocrine therapy with or without chemotherapy. Data analysis was performed from July 2022 to September 2022. Exposures: Low vs high neighborhood-level household income levels defined as below vs above the median household income of $50 353 based on each patient's zip code. Main Outcomes and Measures: RS (a score ranged from 0 to 100 based on gene expression signatures indicating the risk of distant metastasis, with RS of 25 or below indicating non-high risk and RS above 25 indicating high risk) and OS. Results: Among 119 478 women (median [IQR] age, 60 [52-67] years; 4737 [4.0%] Asian and Pacific Islander, 9226 [7.7%] Black, 7245 [6.1%] Hispanic, 98 270 [82.2%] non-Hispanic White), 82 198 (68.8%) and 37 280 (31.2%) patients had high and low income, respectively. Logistic multivariable analysis (MVA) showed that, compared with high income, low income was associated with higher RS (adjusted odds ratio [aOR], 1.11; 95% CI, 1.06-1.16). Cox MVA showed that low income was also associated with worse OS (adjusted hazards ratio [aHR], 1.18; 95% CI, 1.11-1.25). Interaction term analysis showed a statistically significant interaction between income levels and RS (interaction P < .001). On subgroup analysis, significant findings were noted among those with RS below 26 (aHR, 1.21; 95% CI, 1.13-1.29), while there was no significant OS difference between income levels among others with RS of 26 or higher (aHR, 1.08; 95% CI, 0.96-1.22). Conclusions and Relevance: Our study suggested that low household income was independently associated with higher 21-gene recurrence scores and significantly worse survival outcomes among those with scores below 26, but not 26 or higher. Further studies are warranted to investigate the association between socioeconomic determinants of health and intrinsic tumor biology among patients with breast cancer.

Indexed as

Receptors, EstrogenTriple Negative Breast NeoplasmsAgedCohort StudiesCombined Modality TherapyFemaleHumansMiddle AgedTranscriptomeReceptors, Estrogen

Identifiers

PMID36809469
PMCPMC9945075

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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.