ArticleCancer medicine2019
Dissecting intratumoral myeloid cell plasticity by single cell RNA-seq.
Article in Cancer medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 106 papers.
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Who cites it
106 citing papers in PubMed, 174 citations in OpenAlex.
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- Integrative Transcriptomic Analysis Identifies COL3A1 as a Potential Tumor-Intrinsic Therapeutic Target in NSCLC.Biomedicines · 2026Article
- AGPAT3 reshapes tumor cell vulnerability to IFNγ-mediated ferroptosis and enhances immunotherapy efficacy through lipid remodeling.Journal for immunotherapy of cancer · 2026Article
- MyD88-mediated chimaeric antigen receptor macrophages suppress brain metastasis using target-specific phagocytosis.Nature biomedical engineering · 2026Article
- Integrated multi-omics analysis reveals GPD1L-mediated dysregulation of glycerophospholipid metabolism facilitates the progression of lung adenocarcinoma.Respiratory research · 2026Article
- Single-cell sequencing and network pharmacology coupled with molecular docking and experimental validation reveal the effects of YPFS on macrophages in stage I non-small cell lung cancer.Cancer immunology, immunotherapy : CII · 2026Article
- Macrophage-Mediated Cellular Communication Networks in Lung Squamous Cell Carcinoma and Adenocarcinoma Revealed by Single-Cell Sequencing.Mediators of inflammation · 2026Article
- CYP27A1 suppresses brain metastasis via ferroptosis in lung adenocarcinoma: a six-gene signature predicting the immunotherapy response and clinical outcomes.Cancer cell international · 2025Article
- Cross-disease integration of single-cell RNA sequencing data from lung myeloid cells reveals TAM signature inOncoimmunology · 2025Article
- Pan-cancer landscape of cellular senescence heterogeneity reveals associations with prognosis and therapy response.Scientific reports · 2025Article
- Single-cell transcriptomics reveals hypoxia-driven iCAF_PLAU is associated with stemness and immunosuppression in anorectal malignant melanoma.Journal of gastroenterology · 2025Article
- SpaIM: single-cell spatial transcriptomics imputation via style transfer.Nature communications · 2025Article
- A 23-gene multi-omics signature predicts prognosis and treatment response in non-small cell lung cancer.Discover oncology · 2025Article
- Mitochondria-related gene-based molecular subtypes of lung adenocarcinoma and their prognostic implications.Scientific reports · 2025Article
- A novel cancer-associated membrane signature predicts prognosis and therapeutic response for lung adenocarcinoma.Scientific reports · 2025Article
- PU.1 regulation of type 1 dendritic cell function via NF-κB pathway in inhibition of non-small cell lung cancer progression.Journal of pharmaceutical analysis · 2025Article
- Article
- Multi-omics unveils BCAA metabolism markers L-leucine and HMGCS1 as prognostic marker for immunotherapy efficacy in non-small cell lung cancer.Respiratory research · 2025Article
46 more citing papers are in PubMed but not listed here.
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Authors and funding
20 authors at 2 institutions in 1 country.
Funding
Abstract
Tumor-infiltrating myeloid cells are the most abundant leukocyte population within tumors. Molecular cues from the tumor microenvironment promote the differentiation of immature myeloid cells toward an immunosuppressive phenotype. However, the in situ dynamics of the transcriptional reprogramming underlying this process are poorly understood. Therefore, we applied single cell RNA-seq (scRNA-seq) to computationally investigate the cellular composition and transcriptional dynamics of tumor and adjacent normal tissues from 4 early-stage non-small cell lung cancer (NSCLC) patients. Our scRNA-seq analyses identified 11 485 cells that varied in identity and gene expression traits between normal and tumor tissues. Among these, myeloid cell populations exhibited the most diverse changes between tumor and normal tissues, consistent with tumor-mediated reprogramming. Through trajectory analysis, we identified a differentiation path from CD14+ monocytes to M2 macrophages (monocyte-to-M2). This differentiation path was reproducible across patients, accompanied by increased expression of genes (eg, MRC1/CD206, MSR1/CD204, PPARG, TREM2) with significantly enriched functions (Oxidative phosphorylation and P53 pathway) and decreased expression of genes (eg, CXCL2, IL1B) with significantly enriched functions (TNF-α signaling via NF-κB and inflammatory response). Our analysis further identified a co-regulatory network implicating upstream transcription factors (JUN, NFKBIA) in monocyte-to-M2 differentiation, and activated ligand-receptor interactions (eg, SFTPA1-TLR2, ICAM1-ITGAM) suggesting intratumoral mechanisms whereby epithelial cells stimulate monocyte-to-M2 differentiation. Overall, our study identified the prevalent monocyte-to-M2 differentiation in NSCLC, accompanied by an intricate transcriptional reprogramming mediated by specific transcriptional activators and intercellular crosstalk involving ligand-receptor interactions.
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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.