These observations suggest that cell apoptosis or cell proliferation were key factors in the tumorigenesis or metastasis of liver tumors in kras+ or twist1a+/kras+ zebrafish, which is consistent with findings from our previous study on twist1a+/xmrk+ transgenic zebrafish [33]. This evidence concerns the gene KRAS and Neoplasm of the liver.