Through experiments in vitro and vivo, we found that miR-744-5p was remarkably downregulated in osteosarcoma, and it suppressed the proliferation, migration, and invasion of osteosarcoma cells by negatively regulating the TGFB1 and p38 MAPK signaling pathways. The gene discussed is TGFB1; the disease is osteosarcoma.