This study analyzed data from 180 patients with ALS to develop and validate a nomogram for predicting depression risk using six variables: completion of 9 years of compulsory education, sleep disorders, anxiety, ALSFRS-R total scores, CRP levels, and SIRI values. The gene discussed is CRP; the disease is sleep disorder.