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Over the last decade, the field of metagenomics has grown extensively, leading to an exponential increase in sequencing data in public data repositories. Availability of this huge collection of data has accelerated the discovery of novel microbiome-related biomarkers and microbiome-based novel biomedical therapeutics. One of the key steps in identifying potential biomarkers or lead candidates...