HSF1 and amyotrophic lateral sclerosis: We employed a “pseudo-bulk” analysis pipeline to measure cell-type-specific effects in ALS patient and control samples and found a significant reduction in the expression of HSF1 target genes in ALS inhibitory neurons (FDR = 0.006) and excitatory neurons (FDR = 0.031) relative to controls (Figure 4M, left).