B cell naive, B cell, T cell CD4+ memory resting, and T cell CD4+ were significantly different in recurrence versus non-recurrence liver cancer samples and were found to be negatively correlated with the risk scores predicted by the constructed model by correlation analysis. This evidence concerns the gene CD4 and liver cancer.