CRABP1 expression has been found to be reduced in the following neurodegenerative disease conditions: amyotrophic lateral sclerosis, spinal muscular dystrophy, and age-related macular degeneration. The gene discussed is CRABP1; the disease is amyotrophic lateral sclerosis.