Evidence map›Paper›PMID 41339316›Full record

Trial reportNature communications2025

Non-small cell lung cancer molecular subtypes and vulnerability to immunotherapy treatment combinations.

Tianshi Lu, Habib Hamidi, Mark A Socinski, Martin Reck, Federico Cappuzzo, Fabrice Barlesi, Robert M Jotte, Sören Müller, Aditi Qamra, Assaf Amitai and 10 more

Abstract readClinical Trial, Phase IIIMulticenter StudyRandomized Controlled Trial
In one paragraph

Trial report in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Multiomics analysis reveals that senescent CXCL16Journal of translational medicine · 2026
    Article
  3. Article
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.

Tianshi LuGenentech Inc, South San Francisco, CA, USA.
Habib HamidiGenentech Inc, South San Francisco, CA, USA.
Mark A SocinskiAdventHealth, Orlando, FL, USA.
Martin ReckAirway Research Center North, German Center for Lung Research, LungenClinic Grosshansdorf, Grosshansdorf, Germany.ORCID http://orcid.org/0000-0002-5348-4462
Federico CappuzzoIstituto Nazionale Tumori IRCCS Regina Elena, Rome, Italy.ORCID http://orcid.org/0000-0002-6295-6767
Fabrice BarlesiAix-Marseille University, APHM, Marseille, France.ORCID http://orcid.org/0000-0001-5793-3539
Robert M JotteRocky Mountain Cancer Center, Lone Tree, CO, USA.
Sören MüllerGenentech Inc, South San Francisco, CA, USA.ORCID http://orcid.org/0000-0001-9490-5270
Aditi QamraF. Hoffmann-La Roche Ltd, Mississauga, ON, Canada.
Assaf AmitaiGenentech Inc, South San Francisco, CA, USA.
Xiangnan GuanGenentech Inc, South San Francisco, CA, USA.
Eloisa FuentesGenentech Inc, South San Francisco, CA, USA.
Hartmut KoeppenGenentech Inc, South San Francisco, CA, USA.
Jennifer M GiltnaneGenentech Inc, South San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-8333-9995
David S ShamesGenentech Inc, South San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-5900-1177
Marcus BallingerGenentech Inc, South San Francisco, CA, USA.
Meng Xiao HeGenentech Inc, South San Francisco, CA, USA.
Yulei WangGenentech Inc, South San Francisco, CA, USA.ORCID http://orcid.org/0000-0002-9057-9786
Minu K Srivastava *Genentech Inc, South San Francisco, CA, USA. srivastava.minu@gene.com.
Barzin Y Nabet *Genentech Inc, South San Francisco, CA, USA. nabet.barzin@gene.com.ORCID http://orcid.org/0000-0002-4824-3533

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The phase 3 IMpower150 trial in treatment-naïve patients with metastatic non-small-cell lung cancer (NSCLC) demonstrates significantly longer progression-free (PFS) and overall survival (OS) with first-line atezolizumab (anti-PD-L1)-bevacizumab (anti-VEGF)-carboplatin-paclitaxel (ABCP) than with bevacizumab-carboplatin-paclitaxel (BCP). We characterise four molecular NSCLC subtypes identified by unsupervised clustering of transcriptomes of 564 pre-treatment primary tumour samples from IMpower150 using non-negative matrix factorization (NMF1-4). Each subtype has distinct tumour PD-L1 expression levels, epithelial characteristics, immune composition, and treatment outcomes. Both NMF2 (enriched in tumour proliferation signal, macrophages, and monocytes) and NMF4 (enriched in B cells and T cells) have elevated tumour PD-L1 expression. Of these two, only NMF4 demonstrates PFS and OS benefits with ABCP versus either BCP or atezolizumab-carboplatin-paclitaxel (ACP). Patients with NMF1 (enriched in basal and squamous-like cells) have improved outcomes on ABCP compared with ACP or BCP; those with NMF3 (enriched in adenocarcinoma signatures) show similar outcomes among treatments. These insights could help inform individualised first-line treatment for metastatic NSCLC.

Indexed as

Antineoplastic Combined Chemotherapy ProtocolsCarcinoma, Non-Small-Cell LungImmunotherapyLung NeoplasmsAntibodies, Monoclonal, HumanizedB7-H1 AntigenBevacizumabCarboplatinFemaleHumansMalePaclitaxelProgression-Free SurvivalTreatment OutcomeAntibodies, Monoclonal, HumanizedatezolizumabB7-H1 AntigenBevacizumabCarboplatinCD274 protein, humanPaclitaxel

Identifiers

PMID41339316
PMCPMC12775477

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.