Evidence map›Paper›PMID 37286305›Full record

Trial reportJournal for immunotherapy of cancer2023

PEOPLE (NTC03447678), a phase II trial to test pembrolizumab as first-line treatment in patients with advanced NSCLC with PD-L1 <50%: a multiomics analysis.

Giuseppe Lo Russo, Arsela Prelaj, James Dolezal, Teresa Beninato, Luca Agnelli, Tiziana Triulzi, Alessandra Fabbri, Daniele Lorenzini, Roberto Ferrara, Marta Brambilla and 26 more

Erratum issued Registry-linked trialOpen access · goldAbstract readClinical Trial, Phase II
In one paragraph

Trial report in Journal for immunotherapy of cancer, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. It is linked to trial NCT05537922 (I3LUNG), which is not on this map. Cited by 19 papers.

0numbers the graph read from it
0cells of the map it votes in
19citing papers in PubMed
3.9field-weighted citation impact, top 6% 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.

NCT05537922 recruitingnot on this map

I3LUNG: Integrative Science, Intelligent Data Platform for Individualized LUNG Cancer Care With Immunotherapy

TypeobservationalSponsorFondazione IRCCS Istituto Nazionale dei Tumori, MilanoRan2022 to 2027Enrolled2,200ConditionsNon Small Cell Lung Cancer, Lung Cancer Metastatic, Lung Cancer, Nonsmall Cell, Lung Adenocarcinoma
3 · Its place in the literature

Who cites it

19 citing papers in PubMed, 17 citations in OpenAlex.

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  12. Harnessing myeloid cells in cancer.Molecular cancer · 2025
    Review
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  19. Biomarkers for Immunotherapy in Driver-Gene-Negative Advanced NSCLC.International journal of molecular sciences · 2023
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

36 authors at 8 institutions in 2 countries.

Giuseppe Lo Russo *Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Arsela Prelaj *Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.ORCID 0000-0002-3863-088X
James Dolezal *Thoracic Oncology Program, Section of Hematology/Oncology, University of Chicago Department of Medicine, Chicago, Illinois, USA.
Teresa BeninatoMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Luca AgnelliDepartment of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Tiziana TriulziMolecular Targeting Unit, Department of Research, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Alessandra FabbriDepartment of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Daniele LorenziniDepartment of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Roberto FerraraMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Marta BrambillaMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Mario OcchipintiMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Laura MazzeoMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Leonardo ProvenzanoMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Andrea SpagnolettiMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Giuseppe ViscardiMedical Oncology, Department of Precision Medicine, Università degli Studi della Campania Luigi Vanvitelli, Caserta, Campania, Italy.
Francesco SgambelluriDepartment of Research, Human Tumors Immunobiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Silvia BrichDepartment of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Vanja MiskovicDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Lombardia, Italy.
Alessandra Laura Giulia PedrocchiDipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Lombardia, Italy.
Francesco Trovo'Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Lombardia, Italy.
Sara ManglavitiMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Claudia GianiMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Paolo AmbrosiniMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Rita LeporatiMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Andrea FranzaMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
John McCullochGenetics and Microbiome Core, Laboratory of Integrative Cancer Immunology, Center for Cancer Research, NCI, Bethesda, Maryland, USA.
Tommaso TorelliDepartment of Advanced Diagnostics, Fondazione IRCCS Istituto Nazionale dei Tumori, Milan, Italy.
Andrea AnichiniDepartment of Research, Human Tumors Immunobiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Roberta MortariniDepartment of Research, Human Tumors Immunobiology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Giorgio TrinchieriLaboratory of Integrative Cancer Immunology, Center for Cancer Research, NIH, Bethesda, Maryland, USA.
Giancarlo PruneriDepartment of Oncology and Hemato-Oncology, University of Milan, Milano, Lombardia, Italy.
Valter TorriOncology department, Mario Negri Institute for Pharmacological Research, Milano, Lombardia, Italy.
Filippo De BraudMedical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Claudia Proto *Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Monica Ganzinelli *Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Marina Chiara Garassino *Medical Oncology, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano, Lombardia, Italy.
Fondazione IRCCS Istituto Nazionale dei Tumori · ITPolitecnico di Milano · ITUniversity of Milan · ITCenter for Cancer Research · USUniversity of Chicago · USMario Negri Institute for Pharmacological Research · ITUniversity of Campania "Luigi Vanvitelli" · ITVita-Salute San Raffaele University · IT

Funding

Role of mouse microbiome in cancer and inflammationZIABC011153 · NCI · DIVISION OF BASIC SCIENCES - NCI · PI TRINCHIERI, GIORGIO · 2009 to 2025
$22.0M
6 · The paper itself

Abstract

backgroundChemoimmunotherapy represents the standard of care for patients with advanced non-small cell lung cancer (NSCLC) and programmed death-ligand 1 (PD-L1) <50%. Although single-agent pembrolizumab has also demonstrated some activity in this setting, no reliable biomarkers yet exist for selecting patients likely to respond to single-agent immunotherapy. The main purpose of the study was to identify potential new biomarkers associated with progression-free-survival (PFS) within a multiomics analysis.

methodsPEOPLE (NTC03447678) was a prospective phase II trial evaluating first-line pembrolizumab in patients with advanced EGFR and ALK wild type treatment-naïve NSCLC with PD-L1 <50%. Circulating immune profiling was performed by determination of absolute cell counts with multiparametric flow cytometry on freshly isolated whole blood samples at baseline and at first radiological evaluation. Gene expression profiling was performed using nCounter PanCancer IO 360 Panel (NanoString) on baseline tissue. Gut bacterial taxonomic abundance was obtained by shotgun metagenomic sequencing of stool samples at baseline. Omics data were analyzed with sequential univariate Cox proportional hazards regression predicting PFS, with Benjamini-Hochberg multiple comparisons correction. Biological features significant with univariate analysis were analyzed with multivariate least absolute shrinkage and selection operator (LASSO).

resultsFrom May 2018 to October 2020, 65 patients were enrolled. Median follow-up and PFS were 26.4 and 2.9 months, respectively. LASSO integration analysis, with an optimal lambda of 0.28, showed that peripheral blood natural killer cells/CD56dimCD16+ (HR 0.56, 0.41-0.76, p=0.006) abundance at baseline and non-classical CD14dimCD16+monocytes (HR 0.52, 0.36-0.75, p=0.004), eosinophils (CD15+CD16-) (HR 0.62, 0.44-0.89, p=0.03) and lymphocytes (HR 0.32, 0.19-0.56, p=0.001) after first radiologic evaluation correlated with favorable PFS as well as high baseline expression levels of CD244 (HR 0.74, 0.62-0.87, p=0.05) protein tyrosine phosphatase receptor type C (HR 0.55, 0.38-0.81, p=0.098) and killer cell lectin like receptor B1 (HR 0.76, 0.66-0.89, p=0.05). Interferon-responsive factor 9 and cartilage oligomeric matrix protein genes correlated with unfavorable PFS (HR 3.03, 1.52-6.02, p 0.08 and HR 1.22, 1.08-1.37, p=0.06, corrected). No microbiome features were selected.

conclusionsThis multiomics approach was able to identify immune cell subsets and expression levels of genes associated to PFS in patients with PD-L1 <50% NSCLC treated with first-line pembrolizumab. These preliminary data will be confirmed in the larger multicentric international I3LUNG trial (NCT05537922). TRIAL REGISTRATION NUMBER: 2017-002841-31.

Indexed as

Carcinoma, Non-Small-Cell LungLung NeoplasmsAntibodies, Monoclonal, HumanizedB7-H1 AntigenBiomarkersHumansMultiomicsProspective StudiesAntibodies, Monoclonal, HumanizedB7-H1 AntigenBiomarkersCD274 protein, humanpembrolizumabbiomarkers, tumorimmunotherapynon-small cell lung cancer

Identifiers

PMID37286305
PMCPMC10254948
OpenAlexW4379739971

What OpenQuestion holds

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Registered trials

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.