Through multivariate regression analysis and generalized linear mixed models (GLMM), the study further identifies critical factors influencing postoperative recovery, including obesity severity, preoperative inflammatory markers (e.g., C-reactive protein, prothrombin time), and anatomical characteristics (e.g., disc calcification and lumbar spondylolisthesis). This evidence concerns the gene CRP and obesity disorder.