Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms

Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms

Escherichia coliE. coli

Guardado en:
Detalles Bibliográficos
Autores principales: Nicole Pearcy, Yue Hu, Michelle Baker, Alexandre Maciel-Guerra, Ning Xue, Wei Wang, Jasmeet Kaler, Zixin Peng, Fengqin Li, Tania Dottorini
Formato: article
Lenguaje:EN
Publicado: American Society for Microbiology 2021
Materias:
Microbiology
QR1-502
Acceso en línea:https://doaj.org/article/2c69a65729ef4e728d10d1df9eab3438
Etiquetas: Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
id oai:doaj.org-article:2c69a65729ef4e728d10d1df9eab3438
record_format dspace
spelling oai:doaj.org-article:2c69a65729ef4e728d10d1df9eab34382021-12-02T19:27:35ZGenome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms2379-507710.1128/mSystems.00913-20https://doaj.org/article/2c69a65729ef4e728d10d1df9eab34382021-08-01T00:00:00Zhttps://journals.asm.org/doi/10.1128/mSystems.00913-20https://doaj.org/toc/2379-5077 Escherichia coliE. coliNicole PearcyYue HuMichelle BakerAlexandre Maciel-GuerraNing XueWei WangJasmeet KalerZixin PengFengqin LiTania DottoriniAmerican Society for MicrobiologyarticleMicrobiologyQR1-502ENmSystems, Vol 6, Iss 4 (2021)
institution DOAJ
collection DOAJ
language EN
topic Microbiology
QR1-502
spellingShingle Microbiology
QR1-502
Nicole Pearcy
Yue Hu
Michelle Baker
Alexandre Maciel-Guerra
Ning Xue
Wei Wang
Jasmeet Kaler
Zixin Peng
Fengqin Li
Tania Dottorini
Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
description Escherichia coliE. coli
format article
author Nicole Pearcy
Yue Hu
Michelle Baker
Alexandre Maciel-Guerra
Ning Xue
Wei Wang
Jasmeet Kaler
Zixin Peng
Fengqin Li
Tania Dottorini
author_facet Nicole Pearcy
Yue Hu
Michelle Baker
Alexandre Maciel-Guerra
Ning Xue
Wei Wang
Jasmeet Kaler
Zixin Peng
Fengqin Li
Tania Dottorini
author_sort Nicole Pearcy
title Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
title_short Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
title_full Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
title_fullStr Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
title_full_unstemmed Genome-Scale Metabolic Models and Machine Learning Reveal Genetic Determinants of Antibiotic Resistance in Escherichia coli and Unravel the Underlying Metabolic Adaptation Mechanisms
title_sort genome-scale metabolic models and machine learning reveal genetic determinants of antibiotic resistance in escherichia coli and unravel the underlying metabolic adaptation mechanisms
publisher American Society for Microbiology
publishDate 2021
url https://doaj.org/article/2c69a65729ef4e728d10d1df9eab3438
work_keys_str_mv AT nicolepearcy genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT yuehu genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT michellebaker genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT alexandremacielguerra genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT ningxue genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT weiwang genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT jasmeetkaler genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT zixinpeng genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT fengqinli genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
AT taniadottorini genomescalemetabolicmodelsandmachinelearningrevealgeneticdeterminantsofantibioticresistanceinescherichiacoliandunraveltheunderlyingmetabolicadaptationmechanisms
_version_ 1718376486072745984

Ejemplares similares