Biomarkers, such as high PD-L1 expression or a significant tumor mutational burden (TMB), as well as genetic alterations like JAK1/2 mutations, are at the forefront of predicting and countering immunotherapy resistance [151]. The gene discussed is JAK1; the disease is neoplasm.