Abundance of Microvascular Endothelial Cells Is Associated with Response to Chemotherapy and Prognosis in Colorectal Cancer.
Masanori OshiMichelle R HuyserLan LeYoshihisa TokumaruLi YanRyusei MatsuyamaItaru EndoKazuaki TakabePublished in: Cancers (2021)
The generation of pathologic, immature, and dysfunctional vessels by angiogenesis is a mechanism of metastasis that has been a therapeutic target for colorectal cancer (CRC). In this study, we investigated the clinical relevance of intra-tumoral microvascular endothelial (mvE) cells in CRC using the xCell algorithm on transcriptome. A total of 1244 CRC patients in discovery and validation cohorts were analyzed. We found that an abundance of mvE cells did not mirror angiogenesis but reflected mature blood vessels because it was significantly associated with a high expression of vascular stability-related genes, including sphingosine-1-phosphate receptor genes and pericytes. Epithelial-mesenchymal transition and myogenesis gene sets were enriched in mvE cell abundant CRC, while mvE cell-less CRC enriched cell proliferation, oxidative phosphorylation, and protein secretion gene sets. mvE cell abundant CRC was associated with infiltration of M2 macrophages, dendritic cells, and less gamma-delta T cells (all p < 0.001), but not with the interferon-γ response. mvE cell abundant CRC was significantly associated with worse patient survival in CRC. Interestingly, mvE cell abundant CRC was significantly associated with a high response rate to chemotherapy (p = 0.012) and worse patient survival for those that did not receive chemotherapy. However, there was no survival difference in patients who underwent chemotherapy. In conclusion, we estimated the abundance of mvE cells using the xCell algorithm on tumor transcriptome finding its association with the number of mature blood vessels in a tumor microenvironment and its ability to predict response to chemotherapy, thereby patient survival in CRC.
Keyphrases
- single cell
- endothelial cells
- dendritic cells
- end stage renal disease
- cell therapy
- induced apoptosis
- epithelial mesenchymal transition
- locally advanced
- machine learning
- chronic kidney disease
- newly diagnosed
- case report
- gene expression
- prognostic factors
- small molecule
- cell cycle arrest
- squamous cell carcinoma
- rna seq
- binding protein
- mesenchymal stem cells
- poor prognosis
- immune response
- peritoneal dialysis
- radiation therapy
- copy number
- vascular endothelial growth factor
- endoplasmic reticulum stress
- regulatory t cells
- protein protein
- transcription factor
- chemotherapy induced
- long non coding rna