In 2015 Takahashi and colleagues found a correlation between serum levels of HGF and occurrence of EGFRI-induced skin toxicity in metastatic colorectal cancer (inverse correlation) [29]. The gene discussed is HGF; the disease is metastatic colorectal cancer.