Evidence map›Paper›PMID 41331472›Full record

ArticleMolecular cancer2025

Multi-omic profiling provides insights into the heterogeneity, microenvironmental features, and biomarker landscape of small-cell lung cancer.

Mingchao Xie, Miljenka Vuko, Shashank Saran, Siyu Liu, Andrew G Chambers, Hana Baakza, Helen K Angell, Felicia Ng, Carl M Gay, Robert J Cardnell and 8 more

Abstract read
In one paragraph

Article in Molecular cancer, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. The Five-Decade Journey of Small Cell Lung Cancer.Cancer communications (London, England) · 2026
    Review
  4. 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

18 authors.

Mingchao Xie *Oncology Data Science, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Miljenka Vuko *Computational Pathology, AstraZeneca, Munich, Germany.
Shashank Saran *Translational Medicine, Oncology R&D, AstraZeneca, Cambridge, UK.
Siyu LiuOncology Data Science, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Andrew G ChambersTranslational Medicine, Oncology R&D, AstraZeneca, Gaithersburg, MD, USA.
Hana BaakzaTranslational Pathology, Oncology R&D, AstraZeneca, Cambridge, UK.
Helen K AngellTranslational Medicine, Oncology R&D, AstraZeneca, Cambridge, UK.
Felicia NgOncology Data Science, Oncology R&D, AstraZeneca, Cambridge, UK.
Carl M GayThoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Robert J CardnellThoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Felix J SegererComputational Pathology, AstraZeneca, Munich, Germany.
Alma AndoniTranslational Pathology, Oncology R&D, AstraZeneca, Gaithersburg, MD, USA.
Jaime Rodriguez-CanalesTranslational Medicine, Oncology R&D, AstraZeneca, Gaithersburg, MD, USA.
Paul M WaringTranslational Medicine, Oncology R&D, AstraZeneca, Cambridge, UK.
Markus SchickComputational Pathology, AstraZeneca, Munich, Germany.
J Carl BarrettTranslational Medicine, Oncology R&D, AstraZeneca, Waltham, MA, USA.
Lauren A ByersThoracic/Head & Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Giulia FabbriTranslational Medicine, Oncology R&D, AstraZeneca, Waltham, MA, USA. giulia.fabbri@astrazeneca.com.

Funding

UNIVERSITY OF TEXAS--SPORE IN LUNG CANCERP50CA070907 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI HEYMACH, JOHN V. · 1996 to 2024
$57.4M
Coordinating center for the NCI small cell lung cancer research consortiumU24CA213274 · NCI · SLOAN-KETTERING INST CAN RESEARCH · PI Lauren Averett Byers, JOHN D. MINNA · 2017 to 2026
$12.9M
Therapeutic strategies for targeting PARP1 in small cell lung cancerR01CA207295 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI Lauren Averett Byers · 2016 to 2026
$3.7M
Molecular and immunological heterogeneity of Small Cell Lung Cancer (SCLC) and its impact on relapse and therapeutic responseU01CA256780 · NCI · UNIVERSITY OF TX MD ANDERSON CAN CTR · PI BYERS, LAUREN AVERETT, HEYMACH, JOHN V. · 2021 to 2025
$3.0M
NCI NIH HHS P50 CA070907NCI NIH HHS R01 CA207295NCI NIH HHS U01 CA256780NCI NIH HHS U24 CA213274
6 · The paper itself

Abstract

backgroundGreater understanding of differential therapeutic sensitivity, specifically to immunotherapy, in small-cell lung cancer (SCLC) is required.

methodsWe explored SCLC heterogeneity through integrated molecular characterization of tumor tissue samples from 159 treatment-naive patients, utilizing genetic, epigenetic, transcriptional, and proteomic profiling, immunohistochemistry staining for multiple biologically relevant markers including transcriptional subtype-defining proteins, and spatial immune profiling using multiplex immunofluorescence.

resultsMulti-omics analysis confirmed high heterogeneity across/within neuroendocrine and non-neuroendocrine subtypes. Methylomics analysis identified four methylome clusters that may enhance subtype prediction, prognosis, and longitudinal monitoring of subtype evolution. Immunohistochemistry analysis showed high MHC-I expression in non-neuroendocrine subtypes, which have greatest potential benefit from adding immunotherapy to chemotherapy; high DLL3 expression associated with neuroendocrine subtypes and an immune-cold tumor microenvironment. Multiplex immunofluorescence demonstrated associations of MHC-I with spatial arrangement and phenotypic features of immune cells in the tumor microenvironment of high-MHC-I-expressing SCLC, providing mechanistic rationale for MHC-I as a potential biomarker of immunotherapy response.

conclusionsThis multimodal profiling analysis provides further insights into the biologic complexity of SCLC and highlights potential therapeutic vulnerabilities of distinct disease subtypes.

Indexed as

Biomarkers, TumorLung NeoplasmsSmall Cell Lung CarcinomaTumor MicroenvironmentFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMultiomicsPrognosisProteomicsBiomarkers, TumorBiomarkersImmune profilingImmunotherapiesMethylomicsMHC-IMolecular subtypingProteomicsSCLC subtypesSmall-cell lung cancer

Identifiers

PMID41331472
PMCPMC12781381

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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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.