Evidence map›Paper›PMID 41171372›Full record

ArticleClinical and experimental medicine2025

Identification of C1QA as a prognostic marker and regulator of immunosuppressive neutrophils in early-stage lung adenocarcinoma through integrated bioinformatics analyses.

Quynh Anh Nguyen, Hao Wang, Elizabeth Verghese, Joshua Iscaro, Daniel Steinfort, Jonathan McQualter, Steven Bozinovski

Abstract read
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Article in Clinical and experimental medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

7 authors.

Quynh Anh NguyenCentre for Respiratory Science & Health, School of Health & Biomedical Sciences, RMIT University, Bundoora VIC, PO Box 71, Melbourne, 3083, Australia.
Hao WangCentre for Respiratory Science & Health, School of Health & Biomedical Sciences, RMIT University, Bundoora VIC, PO Box 71, Melbourne, 3083, Australia.
Elizabeth VergheseCentre for Respiratory Science & Health, School of Health & Biomedical Sciences, RMIT University, Bundoora VIC, PO Box 71, Melbourne, 3083, Australia.
Joshua IscaroCentre for Respiratory Science & Health, School of Health & Biomedical Sciences, RMIT University, Bundoora VIC, PO Box 71, Melbourne, 3083, Australia.
Daniel SteinfortDepartment of Respiratory Medicine & Sleep Medicine, Royal Melbourne Hospital, Melbourne, Australia.
Jonathan McQualterCentre for Respiratory Science & Health, School of Health & Biomedical Sciences, RMIT University, Bundoora VIC, PO Box 71, Melbourne, 3083, Australia.
Steven BozinovskiCentre for Respiratory Science & Health, School of Health & Biomedical Sciences, RMIT University, Bundoora VIC, PO Box 71, Melbourne, 3083, Australia. steven.bozinovski@rmit.edu.au.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neutrophils infiltrate lung tumours and can exhibit an immunosuppressive phenotype that promotes tumour growth, yet their regulation in early-stage lung cancer remains unclear. This study investigates molecular regulators of neutrophils in early-stage lung adenocarcinoma (LUAD) using publicly available gene expression datasets. An early-stage LUAD dataset (GSE31210) was analysed using CIBERSORTx to estimate neutrophil abundance. Weighted gene co-expression network analysis (WGCNA) identified the hub gene most correlated with neutrophil scores. Single-cell RNA sequencing (scRNA-seq) was used to determine the cellular source and regulatory mechanisms of this gene. A high neutrophil score was a negative prognostic factor, validated in independent datasets. WGCNA identified C1QA as the key gene linked to neutrophil abundance. scRNA-seq and immunofluorescence staining confirmed macrophages as the primary source of C1QA. Cell-cell communication analysis suggested C1QA interacts with neutrophils via complement receptors, contributing to an immunosuppressive tumour microenvironment. RT-qPCR showed C1QA expression correlated with IL-10 and TGFB1, markers of immunosuppression. C1QA is a poor prognostic marker in LUAD, potentially driving immunosuppressive tumour-associated neutrophils. Targeting C1QA and its pathway may offer a novel therapeutic strategy in early-stage LUAD.

Indexed as

Adenocarcinoma of LungBiomarkers, TumorComplement C1qLung NeoplasmsNeutrophilsComputational BiologyFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticGene Regulatory NetworksHumansInterleukin-10MaleNeoplasm StagingPrognosisSingle-Cell AnalysisBiomarkers, TumorComplement C1qInterleukin-10TGFB1 protein, humanTransforming Growth Factor beta1C1qC1QAComplement systemLUADLung adenocarcinomaNeutrophils

Identifiers

PMID41171372
PMCPMC12578707

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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.