Evidence map›Paper›PMID 36916687›Full record

ArticleCancer medicine2023

Neighborhood factors and triple negative breast cancer: The role of cumulative exposure to area-level risk factors.

Scott D Siegel, Madeline M Brooks, Jesse D Berman, Shannon M Lynch, Jennifer Sims-Mourtada, Zachary T Schug, Frank C Curriero

Open access · goldAbstract read
In one paragraph

Article in Cancer medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
3.5field-weighted citation impact, top 7% 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

13 citing papers in PubMed, 15 citations in OpenAlex.

  1. Article
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  5. Applying a Novel Measure of Community-Level Healthcare Access to Assess Breast Cancer Care Timeliness.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2025
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  7. Review
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  9. A Novel Approach for Conducting a Catchment Area Analysis of Breast Cancer by Age and Stage for a Community Cancer Center.Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology · 2024
    Article
  10. Review
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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

7 authors at 5 institutions in 1 country.

Scott D SiegelInstitute for Research on Equity & Community Health, Christiana Care Health System, Newark, Delaware, USA.ORCID 0000-0001-9317-797X
Madeline M BrooksInstitute for Research on Equity & Community Health, Christiana Care Health System, Newark, Delaware, USA.ORCID 0000-0002-8089-1602
Jesse D BermanDivision of Environmental Health Sciences, University of Minnesota School of Public Health, Minneapolis, Minnesota, USA.
Shannon M LynchCancer Prevention and Control, Fox Chase Cancer Center, Philadelphia, Pennsylvania, USA.ORCID 0000-0002-2066-9620
Jennifer Sims-MourtadaHelen F. Graham Cancer Center & Research Institute, Christiana Care Health System, Newark, Delaware, USA.
Zachary T SchugThe Wistar Institute Cancer Center, Philadelphia, Pennsylvania, USA.
Frank C CurrieroDepartment of Epidemiology, Johns Hopkins School of Public Health, John Hopkins Spatial Science for Public Health Center, Baltimore, Maryland, USA.
Christiana Care Health System · USBloomberg (United States) · USFox Chase Cancer Center · USThe Wistar Institute · USUniversity of Minnesota · US

Funding

Tumor Microenvironment and MetastasisP30CA010815 · NCI · WISTAR INSTITUTE · PI Maureen E. Murphy · 1985 to 2026
$75.9M
Predictive Modeling & Optimal Control Framework for Model-Based Epidemic Response in DelawareP20GM103446 · NIGMS · UNIVERSITY OF DELAWARE · PI MELINDA K DUNCAN · 2012 to 2026
$67.2M
Targeting the MAP and PI3 Kinase Pathways in MelanomaP01CA114046 · NCI · WISTAR INSTITUTE · PI MURPHY, MAUREEN E. · 2008 to 2023
$37.1M
The multifaceted role of acetate in cancerDP2CA249950 · NCI · WISTAR INSTITUTE · PI SCHUG, ZACHARY T · 2019 to 2019
$2.7M
NCI NIH HHS DP2 CA249950NCI NIH HHS P01 CA114046NCI NIH HHS P30 CA010815NIGMS NIH HHS P20 GM103446
6 · The paper itself

Abstract

backgroundDespite similar incidence rates among Black and White women, breast cancer mortality rates are 40% higher among Black women. More than half of the racial difference in breast cancer mortality can be attributed to triple negative breast cancer (TNBC), an aggressive subtype of invasive breast cancer that disproportionately affects Black women. Recent research has implicated neighborhood conditions in the etiology of TNBC. This study investigated the relationship between cumulative neighborhood-level exposures and TNBC risk.

methodsThis single-institution retrospective study was conducted on a cohort of 3316 breast cancer cases from New Castle County, Delaware (from 2012 to 2020), an area of the country with elevated TNBC rates. Cases were stratified into TNBC and "Non-TNBC" diagnosis and geocoded by residential address. Neighborhood exposures included census tract-level measures of unhealthy alcohol use, metabolic dysfunction, breastfeeding, and environmental hazards. An overall cumulative risk score was calculated based on tract-level exposures.

resultsUnivariate analyses showed each tract-level exposure was associated with greater TNBC odds. In multivariate analyses that controlled for patient-level race and age, tract-level exposures were not associated with TNBC odds. However, in a second multivariate model that included patient-level variables and considered tract-level risk factors as a cumulative exposure risk score, each one unit increase in cumulative exposure was significantly associated with a 10% increase in TNBC odds. Higher cumulative exposure risk scores were found in census tracts with relatively high proportions of Black residents.

conclusionsCumulative exposure to neighborhood-level risk factors that disproportionately affect Black communities was associated with greater TNBC risk.

Indexed as

Black PeopleResidence CharacteristicsTriple Negative Breast NeoplasmsFemaleHumansRetrospective StudiesRisk Factorscumulative exposuredisparityenvironmental hazardsneighborhoodsegregationtriple negative breast cancer

Identifiers

PMID36916687
PMCPMC10242317
OpenAlexW4324129476

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.