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10.1016/j.cell.2018.08.041 Summary Keywords GLP-1, gut microbiota, microbiome, pancreatic -cells, probiotics, single-cell transcriptomics, type 2 diabetes Citation Ruchko E, Chernysheva M, Sokolov V, Starinnov Z, Sabirov M and Vasiliev A (2026) -cell heterogeneity and molecular plasticity in type 2 diabetes: multi-omics perspectives and the role of gut microbiota
Overall Beauty Antioxidant Protection: Mitigates oxidative stress, preserving cell integrity
Intracellular superoxide and hydrogen peroxide concentrations: a critical balance that determines survival or death
It requires constant mitochondrial energy, stable minerals, healthy fats, amino acids, antioxidant protection, and the raw materials needed to build and repair tissue
The peptide proved effective across multiple delivery routes, demonstrating therapeutic flexibility
Moreover, this model benefits from integrating multiple data streams, including patient-reported outcomes, wearable sensors, and laboratory diagnostics
