Not All Sleep Loss Is Equal: A Comprehensive Evaluation of Rodent Models, Their Neurobiological Validity, and Translational Relevance to Neurological Disease.

Not all sleep loss is equal, and overlooking this limits progress in sleep and neurological disease research. We compared nine rodent sleep deprivation paradigms, gentle handling, multiple platform variants, disk-over-water, the Unpredictable Chronic Sleep Deprivation (UCSD) paradigm, novel object introduction, curling prevention by water, automated systems, and head-lifting, evaluating stress confounds, sleep stage specificity, chronicity, and neurobiological outcomes. Effects included hippocampal plasticity, prefrontal chemistry, glymphatic clearance, neuroinflammation, oxidative stress, neurogenesis, and circadian regulation, linked to Alzheimer's, Parkinson's, and psychiatric comorbidities. UCSD with caffeine produced antioxidant depletion, serotonin reduction, acetylcholinesterase upregulation, and synaptophysin loss, early neurodegeneration markers. We propose a disease-targeted framework with six translational priorities and reporting standards.