Correction: Rosavin improves insulin resistance and alleviates hepatic and kidney damage modulating the cGAS-STING pathway and autophagy signaling in HFD/STZ-induced T2DM animals.

[This corrects the article DOI: 10.1039/D4MD00023D.].

Rosavin improves insulin resistance and alleviates hepatic and kidney damage modulating the cGAS-STING pathway and autophagy signaling in HFD/STZ-induced T2DM animals.

: Inflammation-mediated insulin resistance in type 2 diabetes mellitus (T2DM) increases complications, necessitating investigation of its mechanism to find new safe therapies. This study investigated the effect of rosavin on the autophagy and the cGAS-STING pathway-related signatures (ZBP1, STING1, DDX58, LC3B, TNF-α) and on their epigenetic modifiers (miR-1976 and lncRNA AC074117.2) that were identified from analysis in T2DM animals.

Comprehensive machine learning models for predicting therapeutic targets in type 2 diabetes utilizing molecular and biochemical features in rats.

Introduction: With the increasing prevalence of type 2 diabetes mellitus (T2DM), there is an urgent need to discover effective therapeutic targets for this complex condition. Coding and non-coding RNAs, with traditional biochemical parameters, have shown promise as viable targets for therapy. Machine learning (ML) techniques have emerged as powerful tools for predicting drug responses.