Through co-expression modular analysis, we identified that the genes diminished in Alzheimer’s disease are most enriched in module 1 (M1) that contains SNARE-binding complex genes, including the core SNARE genes, SNAP-25, STX1A and VAMP2. This evidence concerns the gene VAMP2 and early-onset autosomal dominant Alzheimer disease.