Mutations in genes like C9orf72, SOD1, TARDBP, and FUS play a significant role in ALS, through mechanisms such as oxidative stress, RNA metabolism impairment, and protein misfolding. The gene discussed is SOD1; the disease is amyotrophic lateral sclerosis.