Collectively, results indicate that the expression of ALS-associated genes SOD1, TARDP, FUS, and C9orf72 is tightly linked to processes that are involved in regulating lipid and glucose homeostasis, mitochondrial formation, and ATP production. Here, SOD1 is linked to amyotrophic lateral sclerosis.