Dimension reduction of microbiome data linked Bifidobacterium and Prevotella to allergic rhinitis

Abstract excerpt

Abstract Dimension reduction has been used to visualise the distribution of multidimensional microbiome data, but the composite variables calculated by the dimension reduction methods have not been widely used to investigate the relationship of the human gut microbiome with lifestyle and disease. In the present study, we applied several dimension reduction methods, including principal component analysis,...

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