Abstract:[Objective] To investigate the correlation between imaging and clinical data in endoscopic decompression for lumbar spinal stenosis (LSS). [Methods] From January 2020 to August 2022, 76 patients with LSS underwent percutaneous transforaminal endoscopic decompression in our hospital. At the last follow-up, patients were grouped according to the clinical efficacy evaluated by modified Macnab criteria. The clinical and imaging data of patients were compared, and the correlation between the imaging parameters and VAS score or ODI score was analyzed. [Results] According to Macnab criteria, 36 cases were excellent, 32 cases were good, and 8 cases were fair at the last follow-up. There were significantly differences in terms of VAS score [(1.3±0.2) vs (1.7±0.4) vs (2.6±0.8), P<0.001], ODI score [(20.9±4.3)% vs (25.5±5.3)% vs (32.4±3.4)%, P<0.001], as well as the radiographic measurements including central canal crosssectional area (CCCSA) [(169.3±18.3) mm2 vs (164.5±15.8) mm2 vs (156.4±13.4) mm2 , P<0.001], lateral recess anteroposterior diameter (LRAPD) [(5.3±0.7) mm vs (4.9±0.6) mm vs (4.2±0.4) mm, P<0.001], sagittal area of the intervertebral foramen (SAIF) [(90.2±9.0) mm2 vs (86.4±8.1) mm2 vs (80.5±6.8) mm2 , P<0.001], dural sac cross-sectional area (DSCSA) [(138.5±10.3) mm2 vs (134.4±9.2) mm2 vs (126.3±8.6) mm2 , P<0.001] and the dural sac maximum sagittal diameter (DSMSD) [(21.7±4.0) mm vs (19.6±3.3) mm vs (17.9±2.8) mm, P<0.001]. As results of correlation analysis, the VAS score was significantly negatively correlated with CCCSA (r=-0.429, P<0.001), LRAPD (r=-0.346, P<0.001), SAIF (r=-0.354, P< 0.001), DSCSA (r=-0.216, P=0.023) and DSMSD (r=-0.254, P=0.014). Similarly, the ODI score proved significantly negatively correlated with CCCSA (r=-0.420, P<0.001), LRAPD (r=-0.335, P<0.001), SAIF (r=-0.373, P<0.001), DSCSA (r=-0.213, P=0.022) and DSMSD (r=-0.252, P=0.013). [Conclusion] After percutaneous transforaminal endoscopic decompression for LSS, the measured parameters of CT and MRI images are significantly correlated with clinical pain and dysfunction scores.