In summary, we established a hip fracture complicating DVT disease prediction model based on 38 intersecting genes, and we found that the pathogenesis of DVT was mainly associated with the abnormal expression of Jak-STAT signaling pathway, HIF-1 signaling pathway, FoxO signaling pathway, and VEGF signaling pathway. Here, VEGFA is linked to deep vein thrombosis.