Conversely, disease-specific genes, such as SLC25A38 for PD, NUBPL for ALS, and ATAD3A for MS, exhibited pronounced prominence within pathways relevant to their respective pathophysiologies, highlighting unique molecular loci within shared mitochondrial dysfunction. This evidence concerns the gene NUBPL and amyotrophic lateral sclerosis.