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Open Access
Peer-reviewed
Research Article
Identifying optimal combination regimens for therapy of Mycobacterium tuberculosis with an algorithmic approach: prospective predictions and validations
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Arnold Louie ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Investigation, Methodology, Project administration, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: Arnold.Louie@medicine.ufl.edu (AL); gdrusano@ufl.edu (GD)
Affiliation Institute for Therapeutic Innovation, University of Florida College of Medicine Orlando, Florida, United States of America
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Michael Neely ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing
Affiliation Laboratory of Applied Pharmacokinetics and Bioinformatics, The Saban Research Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
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Sarah Kim ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Formal analysis, Methodology, Writing – review & editing
Affiliations Institute for Therapeutic Innovation, University of Florida College of Medicine Orlando, Florida, United States of America, Department of Pharmaceutics, Center for Pharmacometrics and System Pharmacology, College of Pharmacy, University of Florida, Orlando, Florida, United States of America]
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Charles A. Scanga ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing
Affiliation Department of Microbiology and Molecular Genetics and Center for Vaccine Research, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
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JoAnne L. Flynn ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Data curation, Investigation, Validation, Writing – original draft, Writing – review & editing
Affiliation Department of Microbiology and Molecular Genetics and Center for Vaccine Research, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
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Charles A. Peloquin ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Investigation, Validation, Writing – original draft, Writing – review & editing
Affiliation Pharmacotherapy & Translational Research, University of Florida College of Pharmacy, Gainesville, Florida, United States of America
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Brendan Prideaux ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – review & editing
Affiliation Department of Neurobiology, The University of Texas Medical Branch Galveston, Galveston, Texas, United States of America
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Stephan Schmidt ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Data curation, Validation, Writing – review & editing
Affiliation Department of Pharmaceutics, Center for Pharmacometrics and System Pharmacology, College of Pharmacy, University of Florida, Orlando, Florida, United States of America]
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Mohammed Almoslem ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Validation, Writing – review & editing, Data curation
Affiliations Department of Pharmaceutics, Center for Pharmacometrics and System Pharmacology, College of Pharmacy, University of Florida, Orlando, Florida, United States of America], Department of Clinical Pharmacy, University of Ha'il, Ha'il, Kingdom of Saudi Arabia
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Walter Yamada ,
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing
Affiliation Laboratory of Applied Pharmacokinetics and Bioinformatics, The Saban Research Institute, Children's Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California, United States of America
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George Drusano
Contributed equally to this work with: Arnold Louie, Michael Neely, Sarah Kim, Charles A. Scanga, JoAnne L. Flynn, Charles A. Peloquin, Brendan Prideaux, Stephan Schmidt, Mohammed Almoslem, Walter Yamada, George Drusano
Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing
* E-mail: Arnold.Louie@medicine.ufl.edu (AL); gdrusano@ufl.edu (GD)
¶Deceased.
Affiliation Institute for Therapeutic Innovation, University of Florida College of Medicine Orlando, Florida, United States of America
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Identifying optimal combination regimens for therapy of Mycobacterium tuberculosis with an algorithmic approach: prospective predictions and validations
- Arnold Louie,
- Michael Neely,
- Sarah Kim,
- Charles A. Scanga,
- JoAnne L. Flynn,
- Charles A. Peloquin,
- Brendan Prideaux,
- Stephan Schmidt,
- Mohammed Almoslem,
- Walter Yamada
- Published: February 10, 2026
- https://doi.org/10.1371/journal.pone.0324206