Science Translational Medicine · 2025 · 24 citations · 70 references
Life SciencesNeurologyNeuroscienceNeurodegenerationNeuropharmacologySleep MedicineAmyotrophic Lateral SclerosisNeurodegenerative DiseasesNeurodegenerative DisordersSleep PhysiologySleep-wake DisordersSleep-wake RegulationAmyotrophic Lateral Sclerosis ModelsCognitive Performance ImpairmentNeuromodulation Of Sleep-wake StatesNon-rapid Eye Movement Sleep EffectsOrexin SignalingSleepSleep NeurobiologySleep Wakefulness
Sleep alterations have been described in several neurodegenerative diseases yet are currently poorly characterized in amyotrophic lateral sclerosis (ALS). This study investigates sleep macroarchitecture and related hypothalamic signaling disruptions in ALS. Using polysomnography, we found that both patients with ALS as well as asymptomatic C9ORF72 and SOD1 mutation carriers exhibited increased wakefulness and reduced non–rapid eye movement sleep. Increased wakefulness correlated with diminished cognitive performance in both clinical cohorts. Similar changes in sleep macroarchitecture were observed in three ALS mouse models ( Sod1 G86R , Fus Δ NLS/+ , and TDP43 Q331K ). A single oral administration of a dual-orexin receptor antagonist or intracerebroventricular delivery of melanin-concentrating hormone (MCH) through an osmotic pump over 15 days partially normalized sleep patterns in mouse models. MCH treatment did not extend the survival of Sod1 G86R mice but did decrease the loss of lumbar motor neurons. These findings suggest MCH and orexin signaling as potential targets to treat sleep alterations that arise in early stages of the disease.
70
Scikit-learn: Machine Learning in Python
Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text
SciPy 1.0: fundamental algorithms for scientific computing in Python
Nature Methods · 2020 · 37.9K citations · Full text
The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research
Daniel J. Buysse, Charles F. Reynolds, T. H. Monk et al. · Psychiatry Research · 1989 · 34.7K citations
Medicine, Psychiatry, Psychology +16