SRPK1 and amyotrophic lateral sclerosis: Collectively, these analyses establish a nine-gene diagnostic signature for ALS, in which ABCA1 and SRPK1 consistently emerge as the top contributors, exhibiting consistent differential expression across both male and female subgroups.