Evidence map›Paper›PMID 41291354›Full record

ArticleJournal of cancer education : the official journal of the American Association for Cancer Education2025

Educational and Equity Implications of Biomarker Testing and Targeted Therapy Access in NSCLC: Insights from the NIH All of Us Research Program.

Patrick J Kiel, Todd C Skaar, David R Foster, Karen Suchanek Hudmon, Michael A Preston

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Article in Journal of cancer education : the official journal of the American Association for Cancer Education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Findings from the 2025 AMCP Foundation Symposium: Health Optimization 2.0.Journal of managed care & specialty pharmacy · 2026
    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

5 authors.

Patrick J KielCollege of Pharmacy, Purdue University, West Lafayette, IN, USA.
Todd C SkaarIndiana University School of Medicine, Indianapolis, IN, USA.
David R FosterCollege of Pharmacy, Purdue University, West Lafayette, IN, USA.
Karen Suchanek HudmonCollege of Pharmacy, Purdue University, West Lafayette, IN, USA.
Michael A PrestonCollege of Pharmacy, Purdue University, West Lafayette, IN, USA. mapreston@purdue.edu.ORCID http://orcid.org/0000-0003-1415-4345

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precision oncology in non-small cell lung cancer (NSCLC) depends on biomarker testing and access to targeted therapies. However, disparities in testing and treatment highlight critical educational needs for patients, providers, and health systems. Using the NIH All of Us Research Program (2017-2022), we identified 287 patients with advanced NSCLC who received first-line carboplatin-based chemotherapy or targeted therapy. Social determinants of health (SDoH) including education, employment, retirement, and disability were evaluated as predictors of biomarker testing and targeted therapy receipt. Only 18% of patients had documented biomarker testing despite 45% minority representation in the All of Us cohort. Patients with any college education had significantly higher odds of receiving targeted therapy (OR 2.43, 95% CI 1.23-4.97), while retired patients were less likely to receive targeted therapy (OR 0.35, 95% CI 0.18-0.68). Disability was associated with increased biomarker testing (OR 2.82, 95% CI 1.19-6.51). Although TTD was longer for targeted therapies, incomplete biomarker documentation limited interpretation of outcomes. Findings underscore the need for enhanced cancer education strategies to improve biomarker literacy, guideline adherence, and equitable access to targeted therapy. Educational outreach should focus on retirees and patients with lower educational attainment, while provider training and system-level improvements are needed to strengthen precision oncology delivery.

Indexed as

All of UsBiomarker testingCancer educationNIH All of USNon-small cell lung cancerReal-world evidenceSocial determinants of health

Identifiers

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.