Regarding gender, the proportion of male patients is higher than that of females for most diseases, except for MOG antibody-associated diseases, anti-NMDAR encephalitis, unclassified immune diseases, neuromuscular diseases, and seizures (gastroenteritis/diarrhoea). The gene discussed is MOG; the disease is immune system disorder.