In summary, our study has revealed several crucial genes, including FOS, ICAM1, CASP3, and HSP90AA1, which likely play pivotal roles in the therapeutic effects of herbal medicine against venous thrombosis. This evidence concerns the gene CASP3 and Venous thrombosis.