“…47 Other methods for measuring sleepiness have focused on changes in the composition of serum, 48 saliva, 49 cerebrospinal fluid, 50,51 exhaled breath, and exhaled breath condensate. 52 Inflammatory factors such as IL-6, TNF-α, von Willebrand factor, and C-reactive protein 53,54 have drawn considerable attention. A gene expression study identified salivary amylase as a biomarker of sleep drive in both fruit flies (Drosophila melanogaster) and humans.…”