Evidence map›Paper›PMID 41969317›Full record

ArticleThe journal of liquid biopsy2026

The incremental value of liquid biopsy in the initial evaluation of patients with metastatic non-small cell lung cancer undergoing tissue-based molecular testing.

Benjamin A Bleiberg, Dylan G Scholes, Lauren Reed-Guy, Devaki Dravid, Lova L Sun, Aditi P Singh, Roger B Cohen, Corey J Langer, Melina E Marmarelis, Charu Aggarwal

Erratum issuedAbstract read
In one paragraph

Article in The journal of liquid biopsy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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

5 · Who and what money

Authors and funding

10 authors.

Benjamin A BleibergDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Dylan G ScholesDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Lauren Reed-GuyDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Devaki DravidDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Lova L SunDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Aditi P SinghDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Roger B CohenDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Corey J LangerDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Melina E MarmarelisDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.
Charu AggarwalDivision of Hematology-Oncology, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Actionable genetic alterations (AGAs) are present in many patients with non-squamous, metastatic non-small cell lung cancer (mNSCLC) and guide the selection of targeted therapies. Guidelines support concurrent tissue- and plasma-based molecular sequencing at diagnosis to optimize detection of AGAs. Some patients with mNSCLC have alterations detected in plasma-based molecular testing but not in tissue. The mechanisms underlying this discordance, and associated patient- and tumor-specific features remain uncertain. Methods: We conducted a single-center retrospective cohort study using electronic health record data. The cohort included treatment-naïve patients with newly diagnosed non-squamous mNSCLC who underwent concurrent tissue- and plasma-based molecular sequencing between 01/01/2019 and 3/31/2022. Results: 358 patients underwent concurrent tissue- and plasma-based molecular sequencing, 173 (48.3%) were found to harbor AGAs. 113 (65.3%) had alterations identified on both tissue- and plasma-based testing, 42 (24.3%) in tissue-based testing alone, and 18 (10.4%) in plasma-based testing alone. Amongst these 18 patients, 9 (50%) had AGAs in plasma-based sequencing alone due to tissue samples unsuitable for comprehensive testing, 4 (22%) had incomplete tissue-based molecular sequencing panels ordered, and 5 (28%) had no AGAs detected in tissue-based sequencing despite appropriate testing on adequate samples, constituting true tissue-negative cases. The disease control rate by RECIST 1.1 criteria was 100% for the 6 patients with plasma-only AGAs treated with first-line targeted therapy. Conclusions: Concurrent tissue- and plasma-based molecular profiling enhances AGA detection in patients with non-squamous mNSCLC. Concurrent testing may compensate for inadequate solid tumor tissue samples and tumor heterogeneity to enhance the comprehensiveness of molecular sequencing.

Indexed as

ctDNAMolecular testingNSCLCTargeted therapy

Identifiers

PMID41969317
PMCPMC13068569

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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.