BiosystemsSystems BiologyPeer-reviewed journal article
Synthetic model ecosystem of 12 cryopreservable microbial species allowing for a noninvasive approach
Kazufumi HosodaiD, Shigeto SenoiD, Naomi Murakami, Hideo MatsudaiD, Y. OsadaiD, Rikuto Kamiura, Michio KondohiD
Abstract
Simultaneous understanding of both individual and ecosystem dynamics is crucial in an era marked by the degradation of ecosystem services. Herein, we present a high-throughput synthetic microcosm system comprising 12 functionally and phylogenetically diverse microbial species. These species are axenically culturable, cryopreservable, and can be measured noninvasively via microscopy, aided by machine learning. This system includes prokaryotic and eukaryotic producers and decomposers, and eukaryotic consumers to ensure functional redundancy. Our model system displayed both positive and negative interspecific interactions and higher-order interactions that surpassed the scope of any two-species interaction. Although complete species coexistence was not our primary objective, we identified several conditions under which at least one species from the producers, consumers, and decomposers groups, and one functionally redundant species, persisted for over six months. These conditions set the stage for detailed investigations in the future. Given its designability and experimental replicability, our model ecosystem offers a promising platform for deeper insights into both individual and ecosystem dynamics, including evolution and species interactions.
- assay: proteomics
- assay: metagenomics
- research focus: benchmarking
- approach: machine learning (classical)
- Citations
- 3
- FWCI
- 0.32
- Field percentile
- top 43%
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