Evidence map›Paper›PMID 42426696›Full record

ArticleBMC cancer2026

Neighborhood socioeconomic disadvantage is associated with worse survival in localized extremity soft tissue sarcoma.

Brian Benyamini, Riley O'Toole, Mareike Haaren, Joseph Wooley, Dale Shepard, Shauna R Campbell, Jacob G Scott, Nathan W Mesko, Lukas M Nystrom, Zachary D C Burke

Abstract read
In one paragraph

Article in BMC cancer, 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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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Brian BenyaminiCleveland Clinic Lerner College of Medicine, Cleveland, OH, 44195, USA.
Riley O'TooleCleveland Clinic Lerner College of Medicine, Cleveland, OH, 44195, USA.
Mareike HaarenCleveland Clinic Lerner College of Medicine, Cleveland, OH, 44195, USA.
Joseph WooleyDepartment of Medical Oncology, Cleveland, OH, 44195, USA.
Dale ShepardDepartment of Medical Oncology, Cleveland, OH, 44195, USA.
Shauna R CampbellDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH, 44195, USA.
Jacob G ScottDepartment of Radiation Oncology, Cleveland Clinic, Cleveland, OH, 44195, USA.
Nathan W MeskoDepartment of Orthopaedics, Cleveland Clinic Lerner College of Medicine, 9500 Euclid Avenue/NE6-202, Cleveland, OH, 44195, USA.
Lukas M NystromDepartment of Orthopaedics, Cleveland Clinic Lerner College of Medicine, 9500 Euclid Avenue/NE6-202, Cleveland, OH, 44195, USA.
Zachary D C BurkeDepartment of Orthopaedics, Cleveland Clinic Lerner College of Medicine, 9500 Euclid Avenue/NE6-202, Cleveland, OH, 44195, USA. burkez@ccf.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe Area Deprivation Index (ADI) is a validated measure of neighborhood-level socioeconomic disadvantage. This study aimed to assess the association between ADI and long-term (1) disease-specific survival (DSS), (2) metastasis-free survival (MFS), and (3) local recurrence-free survival (RFS) in patients with localized extremity soft tissue sarcoma (STS).

methodsThis was a retrospective study of 238 patients who underwent resection of a localized extremity or pelvis STS from January 2010 to December 2021. Patients with American Joint Committee on Cancer (AJCC) stage 4 were excluded. The ADI is a range with higher values indicating greater deprivation. We categorized ADI into three groups (ADI 1 = 0 to 33, ADI 2 = 34 to 66, ADI 3 = 67 to 100). A Kaplan-Meier analysis was used to estimate the five- and ten-year DSS, MFS, and RFS, with log-rank test and Cox proportional hazards models used to assess significance.

resultsFive-year DSS was worse for patients in ADI 3 and ADI 2 compared to ADI 1 (68.4% vs. 74.2% vs. 91.4%, p = 0.04), with similar patterns at ten-years (42.0% vs. 52.1% vs. 91.4%, p = 0.04). When controlling for age, race, histologic grade, and AJCC stage, ADI 3 was associated with increased five-year risk of disease-specific death compared to ADI 1 [HR 3.47 (1.03-11.66), p = 0.04], while at ten years both ADI group 2 [HR 3.8 (1.13-12.81), p = 0.03] and ADI group 3 [HR 4.88 (1.47-16.18), p = 0.01] demonstrated significantly increased risk of disease-specific death. Five and ten-year risk of metastasis showed similar, but insignificant, trends in unadjusted models but significant differences in adjusted models. Signficant differences in risk of local recurrence for ADI Group 2 and 3 were observed at ten-years in adjusted models.

conclusionPatients with soft-tissue sarcoma are significalty impacted by social determinants of health. Efforts to identify the causes of these differences are needed to ensure equity in sarcoma care. Possible explanations include delayed diagnosis, infrequent visits, and physician bias. LEVEL OF EVIDENCE: III.

Indexed as

ExtremitiesNeighborhood CharacteristicsSarcomaAdultAgedFemaleHumansKaplan-Meier EstimateLow Socioeconomic StatusMaleMiddle AgedRetrospective StudiesSocioeconomic Disparities in HealthSocioeconomic FactorsArea deprivation index (ADI)Health equitySarcomaSocial determinants of healthSoft tissue sarcoma

Identifiers

PMID42426696
PMCPMC13632307

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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.