To render the analysis tractable we choose a subset of the genes in the dataset to focus on in our study, specifically those in the KEGG database23, 24 ALS pathway, accession hsa05014, as well as C9orf72. This evidence concerns the gene C9orf72 and amyotrophic lateral sclerosis.