Background Lumbar disk herniation (LDH) is an important cause of low back pain and functional impairment. For patients with severe LDH who are not immediate candidates for surgery or prefer to delay surgery, pharmacological treatment remains a major therapeutic option; however, short-term treatment responses vary substantially among individuals. At present, individualized tools for predicting short-term functional improvement after pharmacological treatment are lacking. Therefore, this study aim