Strengthening Cause of Death Statistics in Selected Districts of 3 States in India: Protocol for an Uncontrolled, Before-After, Mixed Method Study.

Background: Mortality statistics are vital for health policy development, epidemiological research, and health care service planning. A robust surveillance system is essential for obtaining vital information such as cause of death (CoD) information.

Objective: This study aims to develop a comprehensive model to strengthen the CoD information in the selected study sites.

Salvianolic acid B prevents the amyloid transformation of A53T mutant of α-synuclein.

Parkinson's disease (PD) is a neurodegenerative disorder involving the progressive loss of dopaminergic neurons in the substantia nigra pars compacta triggered by the accumulation of amyloid aggregates of α-synuclein protein. This study investigates the potential of Salvianolic Acid B (SalB), a water-soluble polyphenol derived from Salvia miltiorrhiza Bunge, in modulating the aggregation of the A53T mutant of α-synuclein (A53T Syn). This mutation is associated with rapid aggregation and a higher rate of protofibril formation in early-onset familial PD.

Predictive modeling of ALS progression: an XGBoost approach using clinical features.

This research presents a predictive model aimed at estimating the progression of Amyotrophic Lateral Sclerosis (ALS) based on clinical features collected from a dataset of 50 patients. Important features included evaluations of speech, mobility, and respiratory function. We utilized an XGBoost regression model to forecast scores on the ALS Functional Rating Scale (ALSFRS-R), achieving a training mean squared error (MSE) of 0.

Defining Clinical Characteristics of Individuals With and Without Post-Bariatric Hypoglycemia After Gastric Bypass.

Context: Post-bariatric hypoglycemia (PBH) is a complication of bariatric surgery including Roux-en-Y gastric bypass (RYGB). It remains unclear why only some individuals develop PBH.

Objective: To identify clinical characteristics distinguishing post-RYGB individuals with PBH, versus without symptomatic hypoglycemia (RYGB non-hypo).

Correction: Psychological distress and burnout among healthcare worker during COVID-19 pandemic in India-A cross-sectional study.

[This corrects the article DOI: 10.1371/journal.pone.