Evidence map›Paper›PMID 41282554›Full record

ArticleFrontiers in surgery2025

Differences in biomarker testing in non-small cell lung cancer: real-world outcomes within an integrated healthcare system.

William P Carroway, Nathan J Alcasid, Alberto Jarrin Lopez, Kenneth Williams, Varada Sarovar, Huyun Dong, Wendy Dyer, Jingrong Yang, Lori C Sakoda, Jeffrey B Velotta

Abstract read
In one paragraph

Article in Frontiers in surgery, 2025. 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

10 authors.

William P CarrowayDepartment of Surgery, University of California San Francisco East Bay, Oakland, CA, United States.
Nathan J AlcasidDepartment of Surgery, University of California San Francisco East Bay, Oakland, CA, United States.
Alberto Jarrin LopezDepartment of Surgery, University of California San Francisco East Bay, Oakland, CA, United States.
Kenneth WilliamsDepartment of Surgery, University of California San Francisco East Bay, Oakland, CA, United States.
Varada SarovarDivision of Research, Kaiser Permanente Northern California, Pleasanton, CA, United States.
Huyun DongDivision of Research, Kaiser Permanente Northern California, Pleasanton, CA, United States.
Wendy DyerDivision of Research, Kaiser Permanente Northern California, Pleasanton, CA, United States.
Jingrong YangDivision of Research, Kaiser Permanente Northern California, Pleasanton, CA, United States.
Lori C SakodaDivision of Research, Kaiser Permanente Northern California, Pleasanton, CA, United States.
Jeffrey B VelottaDivision of Thoracic Surgery, Department of Surgery, Kaiser Permanente Northern California, Oakland, CA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: While biomarker testing can guide lung cancer treatment, its real-world application in community practice remains underexplored. This study examines the prevalence, predictors, and outcomes of biomarker testing in non-small cell lung cancer (NSCLC). Methods: This retrospective cohort study included adults diagnosed with primary NSCLC from 2013 to 2020 within a large integrated healthcare system. We linked cancer registry and electronic health records to determine the prevalence of biomarker testing, including single-gene, multi-gene, and next-generation sequencing (NGS), overall and stratified by patient characteristics including age, gender, race/ethnicity, smoking status, and stage. Multivariable regression analyses were conducted to identify independent predictors of biomarker testing and evaluate associations between type of biomarker testing and 3-year all-cause mortality, overall and stratified by stage. Results: Among 8,267 NSCLC patients, 38.9% received biomarker testing. Testing prevalence increased with disease stage: I (6.9%), II (18.0%), III (34.8%), IV (71.1%). Testing was more prevalent in patients aged <65 years, of Asian race, and who never smoked, lived in less deprived neighborhoods, and had non-squamous tumors. Younger age, never smoking, Asian race, and stage IV disease were independent predictors of biomarker testing. NGS vs. no testing was associated with 13% decreases in 3-year all-cause mortality. Conclusions: Biomarker testing prevalence was higher in advanced stage NSCLC as expected, with decreased 3-year mortality in patients who received NGS testing. Our findings in a large real-world diverse population suggest that broader uptake of comprehensive biomarker testing across all stages of NSCLC is warranted for improved outcomes.

Indexed as

biomarker testinghealth disparitiesnext-generation sequencing(NGS)non-small cell lung cancer (NSCLC)survival outcomes

Identifiers

PMID41282554
PMCPMC12631373

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.