Studies have elucidated the roles of critical genes like SOD1, TARDBP, FUS, and C9ORF72 in ALS pathogenesis, highlighting mechanisms such as toxic gain-of-function, RNA toxicity, and the impact of genetic mutations on motor neuron health and functionality. The gene discussed is SOD1; the disease is amyotrophic lateral sclerosis.