CSF NfL serves as the most reliable indicator of ALS severity. The combination of CSF NfL, CSF ICAM-1, and serum IFN-gamma enhances diagnostic efficacy. The gene discussed is NEFL; the disease is amyotrophic lateral sclerosis.