Evidence map›Paper›PMID 41567301›Full record

ArticleJTO clinical and research reports2026

Biomarker Testing and Patterns of Treatment in Patients with NSCLC: An International Association for The Study of Lung Cancer Analysis of American Society of Clinical Oncology CancerLinQ Discovery Data.

Madhusmita Behera, Gregory Joseph, Manali Rupji, Zhonglu Huang, Becky Bunn, Murry W Wynes, Jeffrey Switchenko, Giorgio V Scagliotti, Ming S Tsao, Chandra P Belani and 2 more

Abstract read
In one paragraph

Article in JTO clinical and research reports, 2026. 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. Observational
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

12 authors.

Madhusmita BeheraWinship Cancer Institute of Emory University, Atlanta, Georgia.
Gregory JosephWinship Cancer Institute of Emory University, Atlanta, Georgia.
Manali RupjiWinship Cancer Institute of Emory University, Atlanta, Georgia.
Zhonglu HuangWinship Cancer Institute of Emory University, Atlanta, Georgia.
Becky BunnInternational Association for the Study of Lung Cancer (IASLC), Denver, Colorado.
Murry W WynesInternational Association for the Study of Lung Cancer (IASLC), Denver, Colorado.
Jeffrey SwitchenkoWinship Cancer Institute of Emory University, Atlanta, Georgia.
Giorgio V ScagliottiUniversity of Torino, Turin, Italy.
Ming S TsaoPrincess Margaret Cancer Centre, University Health Network, Toronto, Ontario, Canada.
Chandra P BelaniPenn State Hershey Cancer Institute, Hershey, Pennsylvania.
Lecia V SequistHarvard Medical School, Boston, Massachusetts.
Suresh S RamalingamWinship Cancer Institute of Emory University, Atlanta, Georgia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Precision medicine has resulted in improved outcomes for non small cell lung cancer (NSCLC), whereas biomarker testing is considered critical for guiding treatment decisions for advanced-stage NSCLC, and adoption of testing in routine practice is variable. We studied the utilization of biomarker testing in advanced NSCLC. Methods: The American Society of Clinical Oncology (ASCO) CancerLinQ Discovery data set was queried to identify patients diagnosed with lung cancer between 2010 and 2018. Data on demographics, tumor stage, histology, and treatments were extracted, and receipt of biomarker testing was investigated as the primary outcome. Univariate association of each clinicopathological variable with the biomarker testing outcome was performed using a chi-square test for categorical variables and an analysis of variance test for numerical variables. A multivariable logistic regression analysis with backward selection at an alpha of 0.05 was reported. All analyses were conducted using SAS 9.4. Results: A total of 37,925 patients with stage IV NSCLC were analyzed. The patients had a median age of 65 years; meanwhile, 51% of the participants were male individuals, 68% were white, and 33.5% had adenocarcinoma. Approximately 22% of all patients with NSCLC had biomarker testing results. Among the patients with adenocarcinoma, 49% had biomarker testing results available. In the stage IV group, 47% were treated with chemotherapy, 16% with immunotherapy, and 3.5% with targeted therapy. On multivariable analysis, female patients were more likely to have molecular testing compared with male patients (OR = 1.29, 95% confidence interval [CI]: 1.21-1.36, Conclusion: In this analysis of a United States-based real-world data set of patients with stage IV NSCLC, the Asian race and female sex were associated with a higher likelihood of having biomarker testing performed. The overall percentage of patients undergoing testing remained suboptimal.

Indexed as

Biomarker testingMutationNSCLCTargeted therapy

Identifiers

PMID41567301
PMCPMC12818213

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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.