Machine Learning Models Identify Inhibitors of New Delhi Metallo-β-lactamase

Author:

Cheng Zishuo1,Aitha Mahesh2,Thomas Caitlyn A.1,Sturgill Aidan1,Fairweather Mitch1,Hu Amy1,Bethel Christopher R.3,Rivera Dann D.4,Dranchak Patricia2,Thomas Pei W.4,Li Han1,Feng Qi1,Tao Kaicheng1,Song Minshuai1,Sun Na1,Wang Shuo1,Silwal Surendra Bikram1ORCID,Page Richard C.1ORCID,Fast Walt4ORCID,Bonomo Robert A.3567ORCID,Weese Maria1,Martinez Waldyn1,Inglese James28ORCID,Crowder Michael W.1ORCID

Affiliation:

1. Department of Chemistry and Biochemistry, Miami University, Oxford ,Ohio 45056, United States

2. Division of Preclinical Innovation, National Center for Advancing Translational Sciences, National Institutes of Health, Rockville ,Maryland 20850, United States

3. Research Service, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland ,Ohio 44106, United States

4. Division of Chemical Biology and Medicinal Chemistry, College of Pharmacy, University of Texas, Austin ,Texas 78712, United States

5. Departments of Medicine, Biochemistry, Molecular Biology and Microbiology, Pharmacology, and Proteomics and Bioinformatics, Case Western Reserve University School of Medicine, Cleveland ,Ohio 44106, United States

6. Clinician Scientist Investigator, Louis Stokes Cleveland Department of Veterans Affairs Medical Center, Cleveland ,Ohio 44106, United States

7. CWRU-Cleveland VAMC Center for Antimicrobial Resistance and Epidemiology (Case VA CARES) ,Cleveland ,Ohio 44106, United States

8. Metabolic Medicine Branch, National Human Genome Research Institute, National Institutes of Health, Bethesda ,Maryland 20817, United States

Funder

National Center for Advancing Translational Sciences

U.S. Department of Veterans Affairs

Office of Research and Development

National Institute of General Medical Sciences

Geriatric Research Education and Clinical Center

Publisher

American Chemical Society (ACS)

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