Sequencing kernel association test analysis showed that the SOD1 rare variant burden (P = 1.3e-15) was associated with a significant risk of familial amyotrophic lateral sclerosis. The gene discussed is SOD1; the disease is familial amyotrophic lateral sclerosis.