Artificial intelligence applied to bed regulation in Rio Grande do Norte: Data analysis and application of machine learning on the "RegulaRN Leitos Gerais" platform.

Bed regulation within Brazil's National Health System (SUS) plays a crucial role in managing care for patients in need of hospitalization. In Rio Grande do Norte, Brazil, the RegulaRN Leitos Gerais platform was the information system developed to register requests for bed regulation for COVID-19 cases. However, the platform was expanded to cover a range of diseases that require hospitalization.

Increased ROS levels, antioxidant defense disturbances and bioenergetic disruption induced by thiosulfate administration in the brain of neonatal rats.

Sulfite oxidase deficiencies, either caused by deficiency of the apoenzyme or the molybdenum cofactor, and ethylmalonic encephalopathy are inherited disorders that impact sulfur metabolism. These patients present with severe neurodeterioration accompanied by cerebral cortex and cerebellum abnormalities, and high thiosulfate levels in plasma and tissues, including the brain. We aimed to clarify the mechanisms of such abnormalities, so we assessed the ex vivo effects of thiosulfate administration on energetic status and oxidative stress markers in cortical and cerebellar tissues of newborn rats.

Protective effects of the PPAR agonist bezafibrate against disruption of redox and energy homeostasis, neuronal death, astroglial reactivity, and neuroinflammation induced in vivo by D-2-hydroxyglutaric acid in rat brain.

The biochemical hallmark of D-2-hydroxyglutaric aciduria is brain accumulation of D-2-hydroxyglutaric acid (D2HG). Patients present predominantly neurological manifestations, whose pathogenesis is still unknown. Thus, we examined the impact of elevated brain levels of D2HG, induced by intracerebral injection of this metabolite in juvenile rats, on redox and mitochondrial homeostasis and histochemical landmarks in the cerebral cortex.