“…Thirdly, we randomly opted for 80 % patients to do univariate Cox analysis and repeated this operation 1000 times. The genes, with a P value less than 0.05 emerging more than 900 times, were considered stable and further analyzed [ 26 ]. Fourthly, we ran the random forest and LASSO to reduce the collinearity and further screened the genes.…”