In addition, they revealed the role of two intermediate phenotypes of cancer-associated fibroblasts (CAF1 and CAF2) as well as multiple cellular interactions such as the crosstalk between Th17 cells and CAF2 in the progression of ESCC. Here, CNOT8 is linked to esophageal squamous cell carcinoma.