“…Here, we present a set of 154,723 microbial genomes that are often prevalent, population specific, and/or geographically specific that we reconstructed via single-sample assembly from a total of 9,428 global, body-wide metagenomes. Other studies have also succeeded in reconstructing microbial genomes by metagenomic assembly on single human cohorts ( Bäckhed et al., 2015 , Brooks et al., 2017 , Ferretti et al., 2018 , Human Microbiome Project Consortium, 2012 , Raveh-Sadka et al., 2015 , Sharon et al., 2013 ), but systematic cross-study cataloging of metagenomically assembled genomes focused so far on non-human environments ( Oyama et al., 2017 , Parks et al., 2017 ). Complementary techniques, such as co-abundance of gene groups ( Nielsen et al., 2014 ), can identify genomic bins without reference, but these techniques do not account for sample-specific strains and strain-level differences in the sequence reconstruction and thus require downstream single-nucleotide variation analysis on specific genomic regions to uncover strain variability ( Quince et al., 2017b , Truong et al., 2017 ).…”