Taken together, the findings of our study showed statistically significant associations between TIMELESS expression and clinical prognosis, immune cell infiltration, tumor mutational burden or microsatellite instability, and drug sensitivity across a range of tumors, which helps to explain the function of TIMELESS in tumorigenesis and immunotherapy from the viewpoint of clinical tumor samples. Here, TIMELESS is linked to neoplasm.