The upregulation of DHRS3 and DHRS4 is bound to cause reduced ATRA synthesis, weaken the phagocytosis of macrophages, and cause difficulty in preventing the excessive infiltration and polarization of neutrophils, thus promoting the occurrence of immune imbalance in the spinal cord of ALS. Here, DHRS4 is linked to amyotrophic lateral sclerosis.