A bacterial sensor taxonomy across earth ecosystems for machine learning applications

A bacterial sensor taxonomy across earth ecosystems for machine learning applications

ABSTRACTMicrobial communities have evolved to colonize all ecosystems of the planet, from the deep sea to the human gut. Microbes survive by sensing, responding, and adapting to immediate environmental cues. This process is driven by signal transduction proteins such as histidine kinases, which use...

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Bibliographic Details
Main Authors: Helen Park, Marcin P. Joachimiak, Sean P. Jungbluth, Ziming Yang, William J. Riehl, R. Shane Canon, Adam P. Arkin, Paramvir S. Dehal
Format: Article
Language:English
Published: American Society for Microbiology 2024-01-01
Series:mSystems
Subjects:
metagenomics
machine learning
histidine kinase
sensory transduction processes
human microbiome
feature importance
Online Access:https://journals.asm.org/doi/10.1128/msystems.00026-23

Internet

https://journals.asm.org/doi/10.1128/msystems.00026-23

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