Evidence map›Paper›PMID 30267840›Full record

ArticleJournal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer2018

Immune Marker Profiling and Programmed Death Ligand 1 Expression Across NSCLC Mutations.

Maria I Toki, Nikita Mani, James W Smithy, Yuting Liu, Mehmet Altan, Brad Wasserman, Rasikh Tuktamyshov, Kurt Schalper, Konstantinos N Syrigos, David L Rimm

Open access · bronzeAbstract read
In one paragraph

Article in Journal of thoracic oncology : official publication of the International Association for the Study of Lung Cancer, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 84 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
84citing papers in PubMed, 4 pooled it
4.4field-weighted citation impact, top 4% of its field
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

84 citing papers in PubMed, 4 syntheses or guidelines pooled it, 110 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Pooled it
  5. Trial
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Review
  12. Review
  13. Article
  14. Article
  15. EGFR: New Insights on Its Activation and Mutation in Tumor and Tumor Immunotherapy.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
  16. Review
  17. Article
  18. Recent Advances in the Use ofPharmaceutics · 2025
    Review
  19. Article
  20. Article

24 more citing papers are in PubMed but not listed here.

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 at 3 institutions in 2 countries.

Maria I TokiDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut. Electronic address: maria.toki@yale.edu.
Nikita ManiDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
James W SmithyDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Yuting LiuDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Mehmet AltanDepartment of Thoracic/Head &Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas.
Brad WassermanDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Rasikh TuktamyshovDepartment of Medicine, Yale University School of Medicine, New Haven, Connecticut.
Kurt SchalperDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut.
Konstantinos N SyrigosThird Department of Medicine, University of Athens, School of Medicine, Sotiria General Hospital, Athens, Greece.
David L RimmDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut; Department of Medicine, Yale University School of Medicine, New Haven, Connecticut.
Yale University · USNational and Kapodistrian University of Athens · GRThe University of Texas MD Anderson Cancer Center · US

Funding

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 P50 CA196530
6 · The paper itself

Abstract

introductionProgrammed death 1/programmed death ligand 1 (PD-L1) axis inhibitors have been proven effective, especially in patients with tumors expressing PD-L1. Their clinical efficacy in patients with EGFR-activating mutations is still unclear, whereas KRAS mutations seem to be associated with good response.

methodsWe used multiplexed quantitative immunofluorescence to investigate PD-L1 expression and to characterize tumor infiltrating lymphocyte (TIL) populations and their activation status in more than 150 NSCLC patients with known mutation status.

resultsPD-L1 expression was significantly lower in EGFR-mutant compared to KRAS-mutant, and EGFR/KRAS wild-type (WT) tumors. KRAS mutant tumors were more inflamed with higher CD4+, CD8+ and CD20+ TILs. Subgroup analysis by TIL activation status revealed that EGFR mutants had a high frequency of inactive TILs even though lymphocytes were present in the tumor microenvironment. In contrast, in KRAS mutants, when TILs were present they were almost always active. Additionally, we found differences between EGFR mutation sites in CD8+ expression and the TIL activation profile. Finally, activated EGFR correlated with increased PD-L1 expression in EGFR mutants but not in EGFR WT, whereas TIL activation was associated with higher PD-L1 only in EGFR/KRAS WT.

conclusionsOur findings show the unique immune profile of EGFR-mutant tumors. The high frequency of inactive TILs could explain the low immunotherapy response rates in these patients, whereas PD-L1 as a predictive biomarker may reflect the constitutive oncogenic signaling rather than immune signaling, which would be associated with high PD-L1 levels and TILs activation.

Indexed as

MutationAdenocarcinoma of LungAgedB7-H1 AntigenBiomarkers, TumorCarcinoma, Non-Small-Cell LungCarcinoma, Squamous CellCohort StudiesErbB ReceptorsFemaleFollow-Up StudiesGRB2 Adaptor ProteinHumansLung NeoplasmsLymphocytes, Tumor-InfiltratingMaleB7-H1 AntigenBiomarkers, TumorCD274 protein, humanEGFR protein, humanErbB ReceptorsGRB2 Adaptor ProteinGRB2 protein, humanEGFRMutationNSCLCProgrammed death ligand 1Tumor infiltrating lymphocytes

Identifiers

PMID30267840
PMCPMC6251746
OpenAlexW2894023816

What OpenQuestion holds

Textmetadata
LicenceTDM
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.