Our study identified 19 novel genes by three TWAS approaches and one novel gene (NBEAL1) by four TWAS approaches associated with coronary atherosclerosis, and all these genes could be enriched in leukocyte mediated immunity reaction pathway. This evidence concerns the gene NBEAL1 and coronary atherosclerosis.