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Prediction of rifampicin resistance beyond the RRDR using structure-based machine learning approaches

Rifampicin resistance is a major therapeutic challenge, particularly in tuberculosis, leprosy, P. aeruginosa and S. aureus infections, where it develops via missense mutations in gene rpoB. Previously we have highlighted that these mutations reduce protein affinities within the RNA polymerase comple...

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Detalles Bibliográficos
Publicado en:Sci Rep
Main Authors: Portelli, Stephanie, Myung, Yoochan, Furnham, Nicholas, Vedithi, Sundeep Chaitanya, Pires, Douglas E. V., Ascher, David B.
Formato: Artigo
Idioma:Inglês
Publicado: Nature Publishing Group UK 2020
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC7581776/
https://ncbi.nlm.nih.gov/pubmed/33093532
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-020-74648-y
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