Genes associated with ALS include SOD1, FUS, TARDBP, and C9orf72, each contributing to ALS pathology through mechanisms like RNA metabolism disruption, oxidative stress, and impaired cellular trafficking, ultimately leading to motor neuron degeneration. This evidence concerns the gene TARDBP and amyotrophic lateral sclerosis.