In the multivariate analyses, LBP was associated with high sensitive C-reactive protein (hs-CRP) and non-alcoholic fatty liver disease (NAFLD) fibrosis score (NFS) before weight management in the obese group. The gene discussed is CRP; the disease is metabolic dysfunction-associated steatotic liver disease.