48Cultivated representatives of bacterioplankton from diverse lineages and locations are 49 essential for experimentally determining the physiology and metabolism that influences their 50 distributions and ecological functions. Despite widespread efforts to bring more microorganisms 51 into culture, the large majority of taxa either remain uncultivated or lack isolates from diverse 52 geographic locales. Furthermore, we have little understanding of the factors that influence 53 relative cultivation success for any particular taxon. We paired large scale dilution-to-extinction 54 (DTE) cultivation with microbial community analysis and DTE modeling to expand the 55 phylogenetic and geographic diversity of cultivated bacterioplankton and to evaluate the success 56 of DTE cultivation for isolating abundant taxa. Here we report the results from 17 DTE 57 experiments totaling 7,820 individual incubations over three years that resulted in 328 repeatably 58 transferable cultures. Comparison of isolates to microbial community taxonomic profiles of 59 source waters indicated that we successfully isolated 5% of the observed bacterioplankton taxa 60 across all 17 sites. 43% and 26% of our isolates matched operational taxonomic units (OTUs) 61 and amplicon single nucleotide variants (ASVs), respectively, within the top 50 most abundant 62 taxa observed during the study. Isolates included those from previously uncultivated clades such 63 as SAR11 LD12 and Actinobacteria acIV, as well as geographically novel members from other 64 ecologically important groups like SAR11 subclade III, HIMB59 Alphaproteobacteria, SAR116,
65OM43, and HIMB11-type Roseobacter spp.. The effort resulted in the first isolates in eight 66 genera and seven species. We also developed a new model of DTE cultivation to evaluate 67 viability of taxa based on the relationship between relative abundance and cultivation success.
68The model i) revealed minimum levels of wells required for successful isolation of taxa 69 amenable to growth on our media, and ii) identified several important and abundant taxa such as 70 SAR11 with low viability that likely impacts cultivation success. By incorporating predicted, 71 measured, or assumed viability in an iterative manner, we can now provide a statistically 72 constrained number of attempts necessary for successful cultivation of a given taxon on a defined 73 medium based on relative abundance. 74 75 76 Importance 77Even before the coining of the term "great plate count anomaly" in the 1980s, scientists 78 had noted the discrepancy between the number of microorganisms observed under the 79 microscope and the number of colonies that grew on traditional agar media. New cultivation 80 approaches have reduced this disparity, resulting in the isolation of some of the "most wanted" 81 bacterial lineages. Nevertheless, the vast majority of microorganisms remain uncultured, 82 hampering progress towards answering fundamental biological questions about many important 83 microorganisms. Furthermore, few studies have evaluate...