In contrast, in vitro studies have reported an upregulation of NMNAT2 mRNA following caffeine treatment [46], an effect that was also observed in vivo in a different neurodegenerative model, where caffeine restored NMNAT2 levels in rTg4510 tauopathy mice [45]. This evidence concerns the gene NMNAT2 and tauopathy.