Total 204 IDD patients (Multiple sclerosis: 71, Neuromyelitis optica spectrum disorder: 98, Myelin oligodendrocyte glycoprotein antibody-associated disease: 13, others: 22) were recruited with a median age of 46.0 years (IQR: 36.0-57.8); 82.84% (169/204) were female. Increased EDSS correlated with higher LI (OR 1.18, 95% CI 0.99-1.43) and EL (OR 1.19, 95% CI 1.04-1.36). Disease relapse increased RH (OR 2.84, 95% CI 1.08-7.43). Elevated pain scale linked to increased LI (OR 4.62, 95% CI 1.16-18.32). Fatigue is associated with higher LI (OR 3.25, 95% CI 1.19-8.84), EL (OR 3.28, 95%CI 1.58-6.79), and RH (OR 2.61, 95% CI 1.35-5.06). Transverse myelitis increased EL (OR 2.33, 95%CI 1.03-5.31). Increasing age is associated with higher RH (OR 1.04, 95%CI 1.02-1.07).