A model ecosystem of twelve cryopreservable microbial species allowing for a non-invasive approach

Kazufumi Hosoda, Shigeto Seno, Naomi Murakami, Hideo Matsuda, Yutaka Osada, Michio Kondoh

Research output: Contribution to journalArticlepeer-review

Abstract

We developed a synthetic ecosystem of 12 cryopreservable microbial species with diverse interactions as an experimental “model ecosystem.” We created a machine learning model that noninvasively distinguished the 12 species on micrographs enabling high-throughput measurements. Our synthetic ecosystems maintained a certain diversity for at least six months.

Original languageEnglish
JournalUnknown Journal
DOIs
Publication statusPublished - 2020 Oct 23

Keywords

  • Experimental model ecosystem
  • Machine learning
  • Microbial microcosm
  • Synthetic ecosystem

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Agricultural and Biological Sciences(all)
  • Immunology and Microbiology(all)
  • Neuroscience(all)
  • Pharmacology, Toxicology and Pharmaceutics(all)

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