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However, when their concentrations exceed the normal range, oxidative stress can disrupt the balance between oxidation and antioxidant defense systems

10.1016/j.beem.2012.03.008 Best Pract Res Clin Endocrinol Metab

In the context of psoriasis, pathways linked to lipogenesis and cholesterol synthesis appear to directly impact the differentiation and functionality of Th17 cells

The aforementioned pathways result in the production of free radicals, and changes in the maintenance of oxidative stress and cellular energy, all of which collectively cause cell death

Supervised learning includes series-based methods such as decision trees, NB, SVM, RF, and other classic algorithms, model-based methods such as majority voting, XGBoost, MOLI, and transformation-based methods including SDP-SVM and FSMKL