In premalignant lesions and early-stage GCA, driver genes, such as TP53, ARIDA and LRP1B were found to have high mutation rates and showed no significantly different in driver gene mutation and tumor mutational burden with stage IIB to IV GCA in both the HK and TCGA-GCA cohorts. This evidence concerns the gene TP53 and temporal arteritis.