K
Kevin Rychel
Researcher at University of California, San Diego
Publications - 22
Citations - 240
Kevin Rychel is an academic researcher from University of California, San Diego. The author has contributed to research in topics: Biology & Transcriptome. The author has an hindex of 4, co-authored 10 publications receiving 43 citations.
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Journal ArticleDOI
iModulonDB: a knowledgebase of microbial transcriptional regulation derived from machine learning.
Kevin Rychel,Katherine Decker,Anand V. Sastry,Patrick V. Phaneuf,Saugat Poudel,Bernhard O. Palsson,Bernhard O. Palsson +6 more
TL;DR: iModulonDB (imodulondb.org), a knowledgebase of prokaryotic transcriptional regulation computed from high-quality transcriptomic datasets using ICA, is presented, enhancing research by presenting scientists of all backgrounds with co-expressed gene sets and their activity levels.
Journal ArticleDOI
Machine learning uncovers independently regulated modules in the Bacillus subtilis transcriptome.
TL;DR: The TRN structure and its condition-dependent activity uncover putative or recently discovered roles for at least five regulons, such as a relationship between histidine utilization and quorum sensing, and facilitates quantification of population-level sporulation states.
Posted ContentDOI
iModulonDB: a knowledgebase of microbial transcriptional regulation derived from machine learning
Kevin Rychel,Katherine Decker,Anand V. Sastry,Patrick V. Phaneuf,Saugat Poudel,Bernhard O. Palsson,Bernhard O. Palsson +6 more
TL;DR: iModulonDB (imodulondb.org), a knowledgebase of prokaryotic transcriptional regulation computed from high-quality transcriptomic datasets using ICA, is presented, enhancing research by presenting scientists of all backgrounds with co-expressed gene sets and their activity levels.
Posted ContentDOI
Machine learning uncovers independently regulated modules in the Bacillus subtilis transcriptome
TL;DR: The TRN structure and its condition-dependent activity uncover novel or recently discovered roles for at least 5 regulons, such as a relationship between histidine utilization and quorum sensing, and facilitates quantification of population-level sporulation states.
Journal ArticleDOI
Emerging themes and unifying concepts underlying cell behavior regulation by the pericellular space.
Kiersten E. Scott,Kevin Rychel,Sural Ranamukhaarachchi,Padmini Rangamani,Stephanie I. Fraley +4 more
TL;DR: Findings lend deeper mechanistic insight into how biomaterials can be designed to fine-tune outcomes like differentiation, migration, and collective morphogenesis.