ROS production and associated inflammation are closely related to aging and numerous chronic diseases as diabetes, cardiovascular atherosclerosis-related diseases (144, 145) and respiratory diseases, known risk factors for developing severe illness and death in patients with SARS-CoV-2 and COVID-19 disease
Compared with controls, the CHD group exhibited significantly lower predicted abundances of several pathways, including, including benzoate degradation ( p = 0.0216), glutathione metabolism ( p = 0.0361), porphyrin and chlorophyll metabolism ( p = 0.0343), nitrogen metabolism ( p = 0.0454), ABC transporters ( p = 0.0404), two-component system ( p = 0.0298), sulfur relay system ( p = 0.0411), and plant-pathogen interaction ( p = 0.0348)
(11) K-nearest neighbors (KNN) classifier, a simple and instance-based learning algorithm that classifies a data point based on the majority vote of its neighbors, where the distance metric significantly impacts performance and requires normalization for consistent results
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Springer, Cham, pp 483-436
Nanomaterials (Basel)
