Investigation of Transcriptome and Kinome in Non Metastatic and Metastatic Renal Clear Cancer Stem Cells and Their Relationship with Gut Microbiota.

Evidence for the microbiome's role in human health and disease has been piling up ever since the human microbiome project. The composition of one's microbiome can have a major effect on one's risk of developing cancer and the nature of how cancer develops. Several estimates suggest the percentage of cancer cases that can be attributed to microorganisms at around 15%. In addition, researchers are still trying to figure out how the microbiota, and the gut microbiota in particular, affects how a patient responds to chemotherapy, immunotherapy, and radiotherapy. In this light, we conducted an in-depth bioinformatics analysis of the gut microbiota- RCCstem cells axis, utilizing python-based programme and enrichment databases to analyses data from many sources, including clinical data, transcription factors, kinases and gene expression profile of RCCstem cells. Five genes, including SLC16A6, CPNE5, AFAP1L1, SCARF1, and NOTCH4, were shown to be shared by the hub gut microbiota and extracellular proteins. Patients with RCCstem cells had a disproportionately high number of certain types of bacteria. In patients expression profile have high CPNE5, AFAP1L1, SCARF1, and NOTCH4 expression. RCCsurvival rates are reduced by roughly 50% due to all of the genes involved. Also, the Actinobacteria and Gammaproteobacteria possible role in renal cancer development via relation to cancer stem cells. The gut microbiota and its components were considered for their possible relevance in the development of RCC.