Single-cell RNA profiling reveals classification and characteristics of mononuclear phagocytes in colorectal cancer.
Tiantian JiHaoyu FuLiping WangJinyun ChenShaobo TianGuobin WangLin WangZheng WangPublished in: PLoS genetics (2024)
Colorectal cancer (CRC) is a major cause of cancer mortality and a serious health problem worldwide. Mononuclear phagocytes are the main immune cells in the tumor microenvironment of CRC with remarkable plasticity, and current studies show that macrophages are closely related to tumor progression, invasion and dissemination. To understand the immunological function of mononuclear phagocytes comprehensively and deeply, we use single-cell RNA sequencing and classify mononuclear phagocytes in CRC into 6 different subsets, and characterize the heterogeneity of each subset. We find that tissue inhibitor of metalloproteinases (TIMPs) involved in the differentiation of proinflammatory and anti-inflammatory mononuclear phagocytes. Trajectory of circulating monocytes differentiation into tumor-associated macrophages (TAMs) and the dynamic changes at levels of transcription factor (TF) regulons during differentiation were revealed. We also find that C5 subset, characterized by activation of lipid metabolism, is in the terminal state of differentiation, and that the abundance of C5 subset is negatively correlated with CRC patients' prognosis. Our findings advance the understanding of circulating monocytes' differentiation into macrophages, identify a new subset associated with CRC prognosis, and reveal a set of TF regulons regulating mononuclear phagocytes differentiation, which are expected to be potential therapeutic targets for reversing immunosuppressive tumor microenvironment.
Keyphrases
- single cell
- peripheral blood
- rna seq
- transcription factor
- high throughput
- public health
- end stage renal disease
- dna methylation
- ejection fraction
- risk assessment
- deep learning
- squamous cell carcinoma
- prognostic factors
- poor prognosis
- coronary artery disease
- genome wide
- cell migration
- health information
- childhood cancer
- climate change
- anaerobic digestion