Alcohol metabolites will inevitably induce accumulation of gene mutations in liver cells, once ALB+KRT7+ population transform to malignant cells due to gene mutation or other malignant cells appear, the existing ALB+KRT7+ populations promote the tumour initiation and progression. Here, ALB is linked to neoplasm.