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Machine learning uncovers independently regulated modules in the Bacillus subtilis transcriptome

The transcriptional regulatory network (TRN) of Bacillus subtilis coordinates cellular functions of fundamental interest, including metabolism, biofilm formation, and sporulation. Here, we use unsupervised machine learning to modularize the transcriptome and quantitatively describe regulatory activi...

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Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Nat Commun
Egile Nagusiak: Rychel, Kevin, Sastry, Anand V., Palsson, Bernhard O.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2020
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC7732839/
https://ncbi.nlm.nih.gov/pubmed/33311500
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-20153-9
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