Dissecting intratumoral myeloid cell plasticity by single cell RNA-seq.
Qianqian SongGregory A HawkinsLeonard WudelPing-Chieh ChouElizabeth ForbesAshok K PullikuthLiang LiuGuangxu JinLou CraddockUmit TopalogluGregory KuceraStacey O'NeillEdward A LevinePeiqing SunKounosuke WatabeYong LuMartha A Alexander-MillerBoris PascheLance D MillerWei ZhangPublished in: Cancer medicine (2019)
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.
Keyphrases
- single cell
- rna seq
- gene expression
- dendritic cells
- transcription factor
- induced apoptosis
- high throughput
- inflammatory response
- end stage renal disease
- early stage
- cell cycle arrest
- peripheral blood
- genome wide
- bone marrow
- newly diagnosed
- acute myeloid leukemia
- poor prognosis
- ejection fraction
- endothelial cells
- immune response
- dna methylation
- small cell lung cancer
- oxidative stress
- signaling pathway
- chronic kidney disease
- squamous cell carcinoma
- prognostic factors
- cell death
- nuclear factor
- stem cells
- mesenchymal stem cells
- cell proliferation
- genome wide identification
- long non coding rna
- radiation therapy
- toll like receptor
- cell therapy
- cell adhesion
- dna binding