Evidence map›Paper›PMID 42899081›Full record

ArticleFrontiers in oncology2026

Vulnerability index impacts distribution of prostate cancer clinical trials in the United States.

Vitor Abreu de Goes, Benjamin Mercier, Yu Jun Li, Koral Shah, Xiaochen Li, George Zhang, Daniela V Castro, Jadon Fann, Salvador Jaime-Casas, Lauren M Lau and 15 more

Abstract read
In one paragraph

Article in Frontiers in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
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

25 authors.

Vitor Abreu de Goes *Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Benjamin Mercier *Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Yu Jun Li *Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Koral ShahDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Xiaochen LiDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
George ZhangDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Daniela V CastroDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Jadon FannDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Salvador Jaime-CasasDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Lauren M LauDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Lily M LauDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Joshua LeeDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Kyra ShahDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Ethan SwaratDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Akasha DukkipatiDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Ruchi AgarwalDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Ruth SimonDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Jaya GoudDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Rahul WinayakDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Miguel ZugmanDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Regina Barragan-CarrilloDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Nazli DizmanDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Charles NguyenDepartment of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Sumanta K Pal *Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.
Alexander Chehrazi-Raffle *Department of Medical Oncology and Experimental Therapeutics, City of Hope Comprehensive Cancer Center, Duarte, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Availability of clinical trials for prostate cancer in the US varies greatly by region. County-level analyses are vital to characterize healthcare access, disease burden, and population-level disparities. Methods: Utilizing the ClinicalTrials.gov trial database, we collated all interventional prostate cancer trials between June 1, 2019, and June 1, 2025. We compiled data on county characteristics along with Social Vulnerability Index (SVI) designations derived from the CDC, NCI, and the Agency for Toxic Substances and Disease Registry data. A zero-inflated negative binomial regression model was used to evaluate trial availability. Trial characteristics were summarized using descriptive analysis. Results: We found 884 eligible trials. Among 3,145 counties, only 631 had at least one clinical trial over the study period. Most trials (51%) included patients with metastatic disease. Sixteen percent of trials investigated curative treatments, while 65% examined palliative interventions. The majority of studies (52.5%) had funding from pharmaceutical companies. There was no significant relationship between trial availability and incidence or mortality rates. Among counties with at least one trial, those with a low SVI had twice as many trials per household when compared to those with high SVI (IRR 2.05, 95% CI 1.54 - 2.74, p<0.001). Counties with no trials were more rural (72.3% vs 22.0%) and had fewer specialist physicians (17.1% vs 69.1%). Conclusion: Prostate cancer trials are disproportionately concentrated in the US, with lower representation in vulnerable areas. Expanding trial access to underserved areas is a crucial step in promoting equitable access to care.

Indexed as

clinical trialdisparitiesdistributionprostate cancerUnited Statesvulnerability

Identifiers

PMID42899081
PMCPMC13678669

What OpenQuestion holds

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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.