Evidence map›Paper›PMID 35435450›Full record

ArticleCancer immunology, immunotherapy : CII2022

Gene expression profile of high PD-L1 non-small cell lung cancers refractory to pembrolizumab.

Jamila Talb, Paul Takam Kamga, Marie Mayenga, Adrien Costantini, Catherine Julié, Coraline Dumenil, Jennifer Dumoulin, Julia Ouaknine, Violaine Giraud, Cécile Dujon and 4 more

Open access · greenAbstract read
In one paragraph

Article in Cancer immunology, immunotherapy : CII, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.6field-weighted citation impact, top 31% 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

6 citing papers in PubMed, 7 citations in OpenAlex.

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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

14 authors at 3 institutions in 1 country.

Jamila TalbDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.
Paul Takam KamgaUniversité Paris-Saclay, UVSQ, EA 4340 BECCOH, Boulogne-Billancourt, France.
Marie MayengaUniversité Paris-Saclay, UVSQ, EA 4340 BECCOH, Boulogne-Billancourt, France.
Adrien CostantiniDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.
Catherine JuliéUniversité Paris-Saclay, UVSQ, EA 4340 BECCOH, Boulogne-Billancourt, France.
Coraline DumenilDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.
Jennifer DumoulinDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.
Julia OuaknineDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.
Violaine GiraudDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France.
Cécile DujonDepartment of Pulmonology, Hopital Mignot, Versailles, France.
Reza AzarianDepartment of Pulmonology, Hopital Mignot, Versailles, France.
Claire GlaserDepartment of Pathology, Hopital André Mignot, Versailles, France.
Jean-François EmileUniversité Paris-Saclay, UVSQ, EA 4340 BECCOH, Boulogne-Billancourt, France.
Etienne Giroux LeprieurDepartment of Pulmonary Diseases and Thoracic Oncology, APHP - Hopital Ambroise Paré, 9 Avenue Charles de Gaulle, 92100, Boulogne-Billancourt, France. etienne.giroux-leprieur@aphp.fr.
Université de Versailles Saint-Quentin-en-Yvelines · FRHôpital Ambroise-Paré · FRHôpital André Mignot · FR

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite high expression of PD-L1, around half of advanced non-small cell lung cancer (NSCLC) will not experience tumor response with pembrolizumab. There is an need for a better understanding of the resistance mechanisms in this setting.

methodsThis bi-centric retrospective study included all consecutive patients with PDL1 ≥ 50% advanced NSCLC treated with pembrolizumab in first-line treatment between 2016 and 2020. We compared the clinical characteristics of patients with early progression (refractory) vs others. We performed a comprehensive gene expression profile screening by RNAseq capture on tumor samples.

resultsWe included 46 patients. Twenty-two patients were refractory to pembrolizumab, mainly women, with poor performance status and lower albumin concentration. RNAseq analysis was performed on 19 samples. Hierarchical clustering allowed the identification of 3 clusters with various proportion of refractory tumors: intermediate (C1: 57%), high (C2: 71%) and low proportion (C3: 40%). Comparative analysis between C2 and C3 allowed the identification of overexpressed (n = 137) and underexpressed (n = 40) genes. Among the genes of interest, C2 exhibits higher activation of pathways associated with stemness phenotype (Hedgehog, Notch and Hippo pathways) and pathways associated with loss of PTEN and JAK2. In C2, genes associated with PD-1, toll-like receptor-9 (TLR-9), major histocompatibility complex (MHC) and interferon-γ pathways were underexpressed.

conclusionThis study gives an overview of activated and downregulated pathways in high PD-L1 NSCLC refractory to pembrolizumab. These tumors showed activation of pathways associated with cancer stem cells, loss of PTEN and JAK2, and inhibition of both priming and effector phases of the immune response.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsAlbuminsAntibodies, Monoclonal, HumanizedB7-H1 AntigenDrug Resistance, NeoplasmFemaleHumansInterferon-gammaMaleProgrammed Cell Death 1 ReceptorRetrospective StudiesToll-Like Receptor 9TranscriptomeAlbuminsAntibodies, Monoclonal, HumanizedB7-H1 AntigenCD274 protein, humanInterferon-gammapembrolizumabProgrammed Cell Death 1 ReceptorToll-Like Receptor 9Non-small cell lung cancerPD-L1PembrolizumabResistanceRNAseq

Identifiers

PMID35435450
PMCPMC10992407
OpenAlexW4224142123

What OpenQuestion holds

Textmetadata
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.