Evidence map›Paper›PMID 31053602›Full record

ArticleClinical cancer research : an official journal of the American Association for Cancer Research2019

Expression Analysis and Significance of PD-1, LAG-3, and TIM-3 in Human Non-Small Cell Lung Cancer Using Spatially Resolved and Multiparametric Single-Cell Analysis.

Ila Datar, Miguel F Sanmamed, Jun Wang, Brian S Henick, Jungmin Choi, Ti Badri, Weilai Dong, Nikita Mani, Maria Toki, Luis D Mejías and 15 more

Open access · bronzeAbstract readMulticenter Study
In one paragraph

Article in Clinical cancer research : an official journal of the American Association for Cancer Research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 220 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
220citing papers in PubMed, 2 pooled it
17.5field-weighted citation impact, top 1% 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

220 citing papers in PubMed, 2 syntheses or guidelines pooled it, 322 citations in OpenAlex.

  1. Antibiotic adoption effects on nutrition and quality of life in lung cancer patients undergoing radiotherapy and chemotherapy: A meta-analysis.Technology and health care : official journal of the European Society for Engineering and Medicine · 2024
    Pooled it
  2. Pooled it
  3. Trial
  4. Combined Targeting of PD-1 and TIM-3 in Patients with Locally Advanced or Metastatic Non-Small Cell Lung Cancer: AMBER Part 2B.Clinical cancer research : an official journal of the American Association for Cancer Research · 2025
    Trial
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  12. Association of Circulating T Cell and Tumor Microenvironment Profiles with Immune Checkpoint Blockade Outcomes in Sarcoma.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
    Article
  13. Review
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  16. Development andFrontiers in immunology · 2026
    Article
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  20. Article

160 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

25 authors at 9 institutions in 2 countries.

Ila Datar *Department of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Miguel F Sanmamed *Department of Immunobiology, Yale University School of Medicine, New Haven, Connecticut.
Jun WangDepartment of Immunobiology, Yale University School of Medicine, New Haven, Connecticut.
Brian S HenickDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Jungmin ChoiDepartment of Genetics, Yale University School of Medicine, New Haven, Connecticut.
Ti BadriDepartment of Immunobiology, Yale University School of Medicine, New Haven, Connecticut.
Weilai DongDepartment of Genetics, Yale University School of Medicine, New Haven, Connecticut.
Nikita ManiDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Maria TokiDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Luis D MejíasClinic University of Navarra, Pamplona, Spain.
Maria D LozanoClinic University of Navarra, Pamplona, Spain.
Jose Luis Perez-GraciaClinic University of Navarra, Pamplona, Spain.
Vamsidhar VelchetiDepartment of Thoracic Oncology, New York University, Langone Medical Center, New York, New York.
Matthew D HellmannMemorial Sloan Kettering Cancer Center, New York, New York.ORCID 0000-0002-2670-9777
Justin F GainorMassachusetts General Hospital and Harvard Medical School, Boston, Massachusetts.
Kristen McEachernTesaro Inc., Boston, Massachusetts.
David JenkinsTesaro Inc., Boston, Massachusetts.
Konstantinos SyrigosOncology Unit GPP, Athens School of Medicine, Athens, Greece.
Katerina PolitiDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Scott GettingerDepartment of Medical Oncology, Yale University, Yale Cancer Center, New Haven, Connecticut.
David L RimmDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut.
Roy S HerbstDepartment of Medical Oncology, Yale University, Yale Cancer Center, New Haven, Connecticut.
Ignacio MeleroClinic University of Navarra, Pamplona, Spain.
Lieping ChenDepartment of Immunobiology, Yale University School of Medicine, New Haven, Connecticut.
Kurt A SchalperDepartment of Pathology, Yale University School of Medicine, New Haven, Connecticut. kurt.schalper@yale.edu.
Yale University · USYale Cancer Center · USUniversidad de Navarra · ESTesaro (United States) · USAthens State University · USCentro de Investigación Biomédica en Red de Cáncer · ESMassachusetts General Hospital · USMemorial Sloan Kettering Cancer Center · USNYU Langone Health · US

Funding

X-RAY CRYSTALLOGRAPHYP30CA008748 · NCI · SLOAN-KETTERING INSTITUTE FOR CANCER RES · PI Elisa de Stanchina · 1985 to 2026
$347.4M
Yale Pathology Tissue Services Shared ResourceP30CA016359 · NCI · YALE UNIVERSITY · PI MARCUS W BOSENBERG · 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 CA008748NCI NIH HHS P30 CA016359NCI NIH HHS P50 CA196530
6 · The paper itself

Abstract

purposeTo determine the tumor tissue/cell distribution, functional associations, and clinical significance of PD-1, LAG-3, and TIM-3 protein expression in human non-small cell lung cancer (NSCLC). EXPERIMENTAL

designUsing multiplexed quantitative immunofluorescence, we performed localized measurements of CD3, PD-1, LAG-3, and TIM-3 protein in >800 clinically annotated NSCLCs from three independent cohorts represented in tissue microarrays. Associations between the marker's expression and major genomic alterations were studied in The Cancer Genome Atlas NSCLC dataset. Using mass cytometry (CyTOF) analysis of leukocytes collected from 20 resected NSCLCs, we determined the levels, coexpression, and functional profile of PD-1, LAG-3, and TIM-3 expressing immune cells. Finally, we measured the markers in baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers and known response to treatment.

resultsPD-1, LAG-3, and TIM-3 were detected in tumor-infiltrating lymphocytes (TIL) from 55%, 41.5%, and 25.3% of NSCLC cases, respectively. These markers showed a prominent association with each other and limited association with major clinicopathologic variables and survival in patients not receiving immunotherapy. Expression of the markers was lower in EGFR-mutated adenocarcinomas and displayed limited association with tumor mutational burden. In single-cell CyTOF analysis, PD-1 and LAG-3 were predominantly localized on T-cell subsets/NKT cells, whereas TIM-3 expression was higher in NK cells and macrophages. Coexpression of PD-1, LAG-3, and TIM-3 was associated with prominent T-cell activation (CD69/CD137), effector function (Granzyme-B), and proliferation (Ki-67), but also with elevated levels of proapoptotic markers (FAS/BIM). LAG-3 and TIM-3 were present in TIL subsets lacking PD-1 expression and showed a distinct functional profile. In baseline samples from 90 patients with advanced NSCLC treated with PD-1 axis blockers, elevated LAG-3 was significantly associated with shorter progression-free survival.

conclusionsPD-1, LAG-3, and TIM-3 have distinct tissue/cell distribution, functional implications, and genomic correlates in human NSCLC. Expression of these immune inhibitory receptors in TILs is associated with prominent activation, but also with a proapoptotic T-cell phenotype. Elevated LAG-3 expression is associated with insensitivity to PD-1 axis blockade, suggesting independence of these immune evasion pathways.

Indexed as

Antigens, CDBiomarkers, TumorCarcinoma, Non-Small-Cell LungGene Expression Regulation, NeoplasticHepatitis A Virus Cellular Receptor 2HumansLung NeoplasmsLymphocyte ActivationLymphocyte Activation Gene 3 ProteinLymphocytes, Tumor-InfiltratingPrognosisProgrammed Cell Death 1 ReceptorRetrospective StudiesSingle-Cell AnalysisSurvival RateAntigens, CDBiomarkers, TumorHAVCR2 protein, humanHepatitis A Virus Cellular Receptor 2Lag3 protein, humanLymphocyte Activation Gene 3 ProteinPDCD1 protein, humanProgrammed Cell Death 1 Receptor

Identifiers

PMID31053602
PMCPMC7444693
OpenAlexW2942744719

What OpenQuestion holds

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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.