mthfr autism glutathione Cracking the Folate Code: How Enzymatic Polymorphisms Shape Health and Neurodevelopment The role of glutathione redox

The intracellular redox status can significantly alter the gating characteristics of ion channels

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However, several challenges remain, including the black box nature of AI systems (such as issues of model interpretability and liability in AI-assisted diagnosis), reliance on high-quality annotated data, limited generalizability across real-world clinical settings (including model performance stability across novel scenarios, devices, diverse populations, and disease stages), and the potential for algorithmic bias (leading to diagnostic disparities due to overrepresentation of certain demographic groups in training data)

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Alexander NS, Hatch N, Zhang S et al (2011) Resveratrol has salutary effects on mucociliary transport and inflammation in sinonasal epithelium