Evidence map›Paper›PMID 40047548›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2025

Quantitative Protein Expression of Antibody-Drug Conjugate Targets in EGFR Mutated and Wild-type Non-Small Cell Lung Cancer.

Ioannis P Trontzas, Mengni He, Anna Wurtz, Charles J Robbins, Nathaniel Robinson, Katherine Bates, Matthew Liu, Thazin N Aung, Liam Scott, Nay Chan and 10 more

Abstract read
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Predictive Biomarkers of Antibody-Drug Conjugate Efficacy for Solid Tumors: Current Challenges and the Potential Role of Quantitative Proteomics.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Review
  5. Review
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

20 authors.

Ioannis P TrontzasDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0003-3706-9995
Mengni HeDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0003-4228-4462
Anna WurtzDepartment of Medicine (Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0002-9720-8427
Charles J RobbinsDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0002-3130-7107
Nathaniel RobinsonDepartment of Medicine (Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0003-1238-0381
Katherine BatesDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0001-8956-6331
Matthew LiuDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0002-2229-5124
Thazin N AungDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0003-4150-0426
Liam ScottDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0002-6114-6324
Nay ChanDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0009-0006-1633-6125
Sneha BurelaDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0003-0287-0336
Jacob SchilloDepartment of Medicine (Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0002-4897-3165
Daniel C LieblerInotiv, Inc., Nashville, Tennessee.ORCID 0000-0002-7873-3031
Salisha HillInotiv, Inc., Nashville, Tennessee.ORCID 0000-0002-4145-969X
Ryan D MorrisonInotiv, Inc., Nashville, Tennessee.ORCID 0000-0003-4995-8001
Ioannis VathiotisDepartment of Internal Medicine, National and Kapodistrian University of Athens, School of Medicine, Sotiria General Hospital, Athens, Greece.ORCID 0000-0002-1772-5986
Konstantinos N SyrigosDepartment of Internal Medicine, National and Kapodistrian University of Athens, School of Medicine, Sotiria General Hospital, Athens, Greece.ORCID 0000-0002-3474-1363
Sarah B GoldbergDepartment of Medicine (Medical Oncology), Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0002-0920-1381
Katerina PolitiDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0001-6064-4527
David L RimmDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.ORCID 0000-0001-5820-4397

Funding

Yale Pathology Tissue Services Shared ResourceP30CA016359 · NCI · YALE UNIVERSITY · PI MEGAN C KING · 1985 to 2026
$85.0M
Yale SPORE in Lung Cancer (YSILC): The Biology and Personalized Treatment of Lung CancerP50CA196530 · NCI · YALE UNIVERSITY · PI Kurt A Schalper · 2015 to 2026
$31.1M
NCI NIH HHS P30 CA016359NCI NIH HHS P50 CA196530
6 · The paper itself

Abstract

purposeAntibody-drug conjugates (ADC) are a promising approach for the management of patients with non-small cell lung cancer (NSCLC). However, only a small subset of patients derive benefit from these therapies. EXPERIMENTAL

designWe used quantitative immunofluorescence assays to measure the levels of four ADC target proteins (HER2, TROP2, HER3, and EGFR) in three NSCLC tissue microarray cohorts stratified according to EGFR mutation [EGFR mutated (n = 83), EGFR wild-type (n = 128), and EGFR unknown (n = 232)]. Assay limits were established by mass spectrometry on standard cell lines.

resultsAll four targets demonstrated a broad and comparable dynamic range of expression in all three cohorts. High proportions of cases were above the assay limits for all targets. A comparison of target expression showed a significant association of HER2 with EGFR expression and a nonsignificant association with EGFR mutation (P = 0.0005 and 0.14, respectively). TROP2 expression was not associated with EGFR expression or mutation. HER3 demonstrated a significant negative correlation with EGFR mutation but no significant association with EGFR expression (P < 0.0001 and 0.9869, respectively). EGFR expression was significantly associated with EGFR mutation (P = 0.047).

conclusionsADC targets are highly expressed in NSCLC, implying that the benefit from these agents may be broad. Benefit from these therapies may go beyond mutation status, and fully quantitative approaches may help select patients for ADC targeting. Intertarget correlation may provide an insight on the underlying signaling pathways and/or treatment-related resistant mechanisms. In the future, quantitative immunofluorescence may be a valuable tool to select ADC treatment sequence. See related commentary by Hirsch, p. 2550.

Indexed as

Carcinoma, Non-Small-Cell LungErbB ReceptorsImmunoconjugatesLung NeoplasmsMutationAgedAntigens, NeoplasmCell Adhesion MoleculesCell Line, TumorErb-b2 Receptor Tyrosine KinasesFemaleHumansMaleMiddle AgedReceptor, ErbB-3Tissue Array AnalysisAntigens, NeoplasmCell Adhesion MoleculesEGFR protein, humanERBB2 protein, humanErb-b2 Receptor Tyrosine KinasesERBB3 protein, humanErbB ReceptorsImmunoconjugatesReceptor, ErbB-3TACSTD2 protein, human

Identifiers

PMID40047548
PMCPMC12213210

What Socratic holds

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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 Socratic graph.