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Chakraborty A, Ghosh R, Soumya Mohapatra S, Barik S, Biswas A, Chowdhuri S. Repurposing of antimycobacterium drugs for COVID-19 treatment by targeting SARS CoV-2 main protease: An in-silico perspective. Gene 2024; 922:148553. [PMID: 38734190 DOI: 10.1016/j.gene.2024.148553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2024] [Revised: 04/27/2024] [Accepted: 05/08/2024] [Indexed: 05/13/2024]
Abstract
The global mortality rate has been significantly impacted by the COVID-19 pandemic, caused by the SARS CoV-2 virus. Although the pursuit for a potent antiviral is still in progress, experimental therapies based on repurposing of existing drugs is being attempted. One important therapeutic target for COVID-19 is the main protease (Mpro) that cleaves the viral polyprotein in its replication process. Recently minocycline, an antimycobacterium drug, has been successfully implemented for the treatment of COVID-19 patients. But it's mode of action is still far from clear. Furthermore, it remains unresolved whether alternative antimycobacterium drugs can effectively regulate SARS CoV-2 by inhibiting the enzymatic activity of Mpro. To comprehend these facets, eight well-established antimycobacterium drugs were put through molecular docking experiments. Four of the antimycobacterium drugs (minocycline, rifampicin, clofazimine and ofloxacin) were selected by comparing their binding affinities towards Mpro. All of the four drugs interacted with both the catalytic residues of Mpro (His41 and Cys145). Additionally, molecular dynamics experiments demonstrated that the Mpro-minocyline complex has enhanced stability, experiences reduced conformational fluctuations and greater compactness than other three Mpro-antimycobacterium and Mpro-N3/lopinavir complexes. This research furnishes evidences for implementation of minocycline against SARS CoV-2. In addition, our findings also indicate other three antimycobacterium/antituberculosis drugs (rifampicin, clofazimine and ofloxacin) could potentially be evaluated for COVID-19 therapy.
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Affiliation(s)
- Ayon Chakraborty
- University Institute of Biotechnology, University Centre for Research & Development, Chandigarh University, Mohali, India
| | - Rajesh Ghosh
- School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Bhubaneswar, India
| | | | - Subhashree Barik
- School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Bhubaneswar, India
| | - Ashis Biswas
- School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Bhubaneswar, India.
| | - Snehasis Chowdhuri
- School of Basic Sciences, Indian Institute of Technology Bhubaneswar, Bhubaneswar, India.
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2
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Singh S, Gumbo T, Boorgula GD, Thomas TA, Philley JV, Srivastava S. Omadacycline pharmacokinetics/pharmacodynamics and efficacy against multidrug-resistant Mycobacterium tuberculosis in the hollow fiber system model. Antimicrob Agents Chemother 2024; 68:e0108023. [PMID: 38131673 PMCID: PMC10848755 DOI: 10.1128/aac.01080-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2023] [Accepted: 11/03/2023] [Indexed: 12/23/2023] Open
Abstract
Seventy-five years ago, first-generation tetracyclines demonstrated limited efficacy in the treatment of tuberculosis but were more toxic than efficacious. We performed a series of pharmacokinetic/pharmacodynamic (PK/PD) experiments with a potentially safer third-generation tetracycline, omadacycline, for the treatment of multidrug-resistant tuberculosis (MDR-TB). Mycobacterium tuberculosis (Mtb) H37Rv and an MDR-TB clinical strain (16D) were used in the minimum inhibitory concentration (MIC) and static concentration-response studies in test tubes, followed by a PK/PD study using the hollow fiber system model of TB (HFS-TB) that examined six human-like omadacycline doses. The inhibitory sigmoid maximal effect (Emax) model and Monte Carlo experiments (MCEs) were used for data analysis and clinical dose-finding, respectively. The omadacycline MIC for both Mtb H37Rv and MDR-TB clinical strain was 16 mg/L but dropped to 4 mg/L with daily drug supplementation to account for omadacycline degradation. The Mycobacteria Growth Indicator Tube MIC was 2 mg/L. In the test tubes, omadacycline killed 4.39 log10 CFU/mL in 7 days. On Day 28 of the HFS-TB study, the Emax was 4.64 log10 CFU/mL, while exposure mediating 50% of Emax (EC50) was an area under the concentration-time curve to MIC (AUC0-24/MIC) ratio of 22.86. This translates to PK/PD optimal exposure or EC80 as AUC0-24/MIC of 26.93. The target attainment probability of the 300-mg daily oral dose was 90% but fell at MIC ≧4 mg/L. Omadacycline demonstrated efficacy and potency against both drug-susceptible and MDR-TB. Further studies are needed to identify the omadacycline effect in combination therapy for the treatment of both drug-susceptible and MDR-TB.
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Affiliation(s)
- Sanjay Singh
- Department of Medicine, School of Medicine, University of Texas at Tyler, Tyler, Texas, USA
| | - Tawanda Gumbo
- Quantitative Preclinical and Clinical Sciences Department, Praedicare Inc., Dallas, Texas, USA
- Hollow Fiber System and Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, Texas, USA
| | - Gunavanthi D. Boorgula
- Department of Medicine, School of Medicine, University of Texas at Tyler, Tyler, Texas, USA
| | - Tania A. Thomas
- Division of Infectious Diseases and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Julie V. Philley
- Section of Pulmonary and Critical Care, School of Medicine, University of Texas at Tyler, Tyler, Texas, USA
| | - Shashikant Srivastava
- Department of Medicine, School of Medicine, University of Texas at Tyler, Tyler, Texas, USA
- Department of Cellular and Molecular Biology, University of Texas Health Science Center at Tyler, Tyler, Texas, USA
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Singh S, Boorgula GD, Aryal S, Philley JV, Gumbo T, Srivastava S. Sarecycline pharmacokinetics/pharmacodynamics in the hollow-fibre model of Mycobacterium avium complex: so near and yet so far. J Antimicrob Chemother 2024; 79:96-99. [PMID: 37946564 PMCID: PMC11032240 DOI: 10.1093/jac/dkad352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND Poor sustained sputum culture conversion rates with the standard-of-care therapy highlight the need for better drugs to treat Mycobacterium avium complex pulmonary disease (MAC-PD). OBJECTIVE To determine the pharmacokinetics/pharmacodynamics (PK/PD)-optimized exposure of sarecycline and its potential role in treating MAC-PD. METHODS We performed MIC studies with MAC ATCC 700898 and 19 clinical isolates and test-tube static concentration-response studies. A dynamic hollow-fibre system model of intracellular MAC (HFS-MAC) study was performed mimicking six human-equivalent sarecycline dose concentration-time profiles to identify the PK/PD optimal exposure of sarecycline for MAC kill. The inhibitory sigmoid maximal effect (Emax) model was used for PK/PD analysis. RESULTS The sarecycline MIC of MAC ATCC 700898 was 1 mg/L, while the MIC for the 19 clinical strains ranged between 32 and >256 mg/L. The concentration mediating 50% of Emax (EC50) was similar between intracellular and extracellular MAC. In the HFS-MAC, all six sarecycline doses killed intracellular MAC, with an Emax of 1.0 log10 cfu/mL below Day 0 burden (stasis). The sarecycline EC80 (optimal) exposure was identified as AUC0-24/MIC = 139.46. CONCLUSIONS Sarecycline demonstrated anti-MAC Emax in the HFS-MAC model better than ethambutol but worse than omadacycline (>5 log10 cfu/mL below stasis) in HFS-MAC. However, since currently approved highest oral sarecycline dose achieves an AUC0-24 of 48.2 mg·h/L and MAC MICs are >32 mg/L, the target AUC0-24/MIC of 139.46 is unlikely to be achieved in patients.
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Affiliation(s)
- Sanjay Singh
- Department of Medicine, School of Medicine, University of Texas at Tyler, 11937 US Highway 271, Tyler, TX 75708, USA
| | - Gunavanthi D Boorgula
- Department of Medicine, School of Medicine, University of Texas at Tyler, 11937 US Highway 271, Tyler, TX 75708, USA
| | - Santosh Aryal
- Department of Pharmaceutical Sciences and Health Outcomes, The Ben and Maytee Fisch College of Pharmacy, University of Texas at Tyler, Tyler, TX, USA
| | - Julie V Philley
- Section of Pulmonary and Critical Care, School of Medicine, University of Texas at Tyler, Tyler, TX, USA
| | - Tawanda Gumbo
- Quantitative Preclinical & Clinical Sciences Department, Praedicare Inc., Dallas, TX, USA
- Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc, Dallas, TX, USA
| | - Shashikant Srivastava
- Department of Medicine, School of Medicine, University of Texas at Tyler, 11937 US Highway 271, Tyler, TX 75708, USA
- Department of Cellular and Molecular Biology, University of Texas Health Science Center at Tyler, Tyler, TX, USA
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Sharma K, Ahmed F, Sharma T, Grover A, Agarwal M, Grover S. Potential Repurposed Drug Candidates for Tuberculosis Treatment: Progress and Update of Drugs Identified in Over a Decade. ACS OMEGA 2023; 8:17362-17380. [PMID: 37251185 PMCID: PMC10210030 DOI: 10.1021/acsomega.2c05511] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 12/23/2022] [Indexed: 05/31/2023]
Abstract
The devastating impact of Tuberculosis (TB) has been a menace to mankind for decades. The World Health Organization (WHO) End TB Strategy aims to reduce TB mortality up to 95% and 90% of overall TB cases worldwide, by 2035. This incessant urge will be achieved with a breakthrough in either a new TB vaccine or novel drugs with higher efficacy. However, the development of novel drugs is a laborious process involving a timeline of almost 20-30 years with huge expenditure; on the other hand, repurposing previously approved drugs is a viable technique for overcoming current bottlenecks in the identification of new anti-TB agents. The present comprehensive review discusses the progress of almost all the repurposed drugs that have been identified to the present day (∼100) and are in the development or clinical testing phase against TB. We have also emphasized the efficacy of repurposed drugs in combination with already available frontline anti-TB medications along with the scope of future investigations. This study would provide the researchers a detailed overview of nearly all identified anti-TB repurposed drugs and may assist them in selecting the lead compounds for further in vivo/clinical research.
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Affiliation(s)
- Khushbu Sharma
- Department
of Molecular Medicine, Jamia Hamdard, New Delhi, 110062, India
| | - Faraz Ahmed
- Department
of Molecular Medicine, Jamia Hamdard, New Delhi, 110062, India
| | - Tarina Sharma
- New
Jersey Medical School, Rutgers, The State
University of New Jersey, Newark, New Jersey 07103, United States
| | - Abhinav Grover
- School
of Biotechnology, Jawaharlal Nehru University, New Delhi, 110067, India
| | - Meetu Agarwal
- Department
of Molecular Medicine, Jamia Hamdard, New Delhi, 110062, India
| | - Sonam Grover
- Department
of Molecular Medicine, Jamia Hamdard, New Delhi, 110062, India
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Alffenaar JWC, de Steenwinkel JEM, Diacon AH, Simonsson USH, Srivastava S, Wicha SG. Pharmacokinetics and pharmacodynamics of anti-tuberculosis drugs: An evaluation of in vitro, in vivo methodologies and human studies. Front Pharmacol 2022; 13:1063453. [PMID: 36569287 PMCID: PMC9780293 DOI: 10.3389/fphar.2022.1063453] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Accepted: 11/22/2022] [Indexed: 12/13/2022] Open
Abstract
There has been an increased interest in pharmacokinetics and pharmacodynamics (PKPD) of anti-tuberculosis drugs. A better understanding of the relationship between drug exposure, antimicrobial kill and acquired drug resistance is essential not only to optimize current treatment regimens but also to design appropriately dosed regimens with new anti-tuberculosis drugs. Although the interest in PKPD has resulted in an increased number of studies, the actual bench-to-bedside translation is somewhat limited. One of the reasons could be differences in methodologies and outcome assessments that makes it difficult to compare the studies. In this paper we summarize most relevant in vitro, in vivo, in silico and human PKPD studies performed to optimize the drug dose and regimens for treatment of tuberculosis. The in vitro assessment focuses on MIC determination, static time-kill kinetics, and dynamic hollow fibre infection models to investigate acquisition of resistance and killing of Mycobacterium tuberculosis populations in various metabolic states. The in vivo assessment focuses on the various animal models, routes of infection, PK at the site of infection, PD read-outs, biomarkers and differences in treatment outcome evaluation (relapse and death). For human PKPD we focus on early bactericidal activity studies and inclusion of PK and therapeutic drug monitoring in clinical trials. Modelling and simulation approaches that are used to evaluate and link the different data types will be discussed. We also describe the concept of different studies, study design, importance of uniform reporting including microbiological and clinical outcome assessments, and modelling approaches. We aim to encourage researchers to consider methods of assessing and reporting PKPD of anti-tuberculosis drugs when designing studies. This will improve appropriate comparison between studies and accelerate the progress in the field.
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Affiliation(s)
- Jan-Willem C. Alffenaar
- Sydney Institute for Infectious Diseases, The University of Sydney, Sydney, NSW, Australia,School of Pharmacy, The University of Sydney Faculty of Medicine and Health, Sydney, NSW, Australia,Westmead Hospital, Sydney, NSW, Australia,*Correspondence: Jan-Willem C. Alffenaar,
| | | | | | | | - Shashikant Srivastava
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | - Sebastian G. Wicha
- Department of Clinical Pharmacy, Institute of Pharmacy, University of Hamburg, Hamburg, Germany
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Deshpande D, Srivastava S, Pasipanodya JG, Gumbo T. Minocycline intra-bacterial pharmacokinetic hysteresis as a basis for pharmacologic memory and a backbone for once-a-week pan-tuberculosis therapy. Front Pharmacol 2022; 13:1024608. [PMID: 36330086 PMCID: PMC9622937 DOI: 10.3389/fphar.2022.1024608] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2022] [Accepted: 09/30/2022] [Indexed: 11/24/2022] Open
Abstract
Background: There is need for shorter duration regimens for the treatment of tuberculosis, that can treat patients regardless of multidrug resistance status (pan-tuberculosis). Methods: We combined minocycline with tedizolid, moxifloxacin, and rifampin, in the hollow fiber system model of tuberculosis and mimicked each drugs’ intrapulmonary pharmacokinetics for 28 days. Minocycline-tedizolid was administered either as a once-a-week or a daily regimen. In order to explore a possible explanation for effectiveness of the once-a-week regimen, we measured systemic and intra-bacterial minocycline pharmacokinetics. Standard daily therapy (rifampin, isoniazid, pyrazinamide) was the comparator. We then calculated γf or kill slopes for each regimen and ranked the regimens by time-to-extinction predicted in patients. Results: The steepest γf and shortest time-to-extinction of entire bacterial population was with daily minocycline-rifampin combination. There was no difference in γf between the minocycline-tedizolid once-a-week versus the daily therapy (p = 0.85). Standard therapy was predicted to cure 88% of patients, while minocycline-rifampin would cure 98% of patients. Minocycline concentrations fell below minimum inhibitory concentration after 2 days of once-weekly dosing schedule. The shape of minocycline intra-bacterial concentration-time curve differed from the extracellular pharmacokinetic system and lagged by several days, consistent with system hysteresis. Hysteresis explained the persistent microbial killing after hollow fiber system model of tuberculosis concentrations dropped below the minimum inhibitory concentration. Conclusion: Minocycline could form a backbone of a shorter duration once-a-week pan-tuberculosis regimen. We propose a new concept of post-antibiotic microbial killing, distinct from post-antibiotic effect. We propose system hysteresis as the basis for the novel concept of pharmacologic memory, which allows intermittent dosing.
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Affiliation(s)
| | - Shashikant Srivastava
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, United States
| | | | - Tawanda Gumbo
- Quantitative Preclinical and Clinical Sciences Department, Praedicare Inc, Dallas, TX, United States
- Hollow Fiber System and Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, TX, United States
- *Correspondence: Tawanda Gumbo,
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Patel S, Chapagain M, Mason C, Gingrich M, Athale S, Ribble W, Hoang T, Day J, Sun X, Jarvis T, Ochsner UA, Howe D, Gumbo T. Potency of the novel PolC DNA polymerase inhibitor CRS0540 in a disseminated Listeria monocytogenes intracellular hollow-fibre model. J Antimicrob Chemother 2022; 77:2876-2885. [PMID: 35929190 PMCID: PMC9525089 DOI: 10.1093/jac/dkac269] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2022] [Accepted: 07/15/2022] [Indexed: 11/25/2022] Open
Abstract
Background Listeriosis is an orphan disease, which is nevertheless fatal in immunocompromised people. CRS0540 is a novel PolC DNA polymerase inhibitor that has demonstrated good in vitro and in vivo activity against Listeria monocytogenes. Methods Rodent-to-human allometry projection-based human population pharmacokinetics of CRS0540 were used for all studies. CRS0540 pharmacokinetics/pharmacodynamics studies in an intracellular hollow-fibre system model of disseminated listeriosis (HFS-Lister) examined the effect of eight treatment doses, administered daily over 7 days, in duplicate units. Total bacterial burden versus AUC/MIC exposures on each day were modelled using the inhibitory sigmoid Emax model, while CRS0540-resistant bacterial burden was modelled using a quadratic function. Ten thousand-subject Monte Carlo simulations were used to predict an optimal clinical dose for treatment. Results The mean CRS0540 intracellular/extracellular AUC0–24 ratio was 34.07 (standard error: 15.70) as measured in the HFS-Lister. CRS0540 demonstrated exposure-dependent bactericidal activity in the HFS-Lister, with the highest exposure killing approximately 5.0 log10 cfu/mL. The free drug AUC0–24/MIC associated with 80% of maximal kill (EC80) was 36.4. Resistance emergence versus AUC/MIC was described by a quadratic function, with resistance amplification at an AUC/MIC of 54.8 and resistance suppression at an AUC/MIC of 119. Monte Carlo simulations demonstrated that for the EC80 target, IV CRS0540 doses of 100 mg/kg achieved PTAs of >90% at MICs up to 1.0 mg/L. Conclusions CRS0540 is a promising orphan drug candidate for listeriosis. Future PK/PD studies comparing it with penicillin, the standard of care, could lead to this drug as a new treatment in immunocompromised patients.
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Affiliation(s)
- Swati Patel
- Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, TX, USA
| | - Moti Chapagain
- Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, TX, USA
| | | | | | - Shruti Athale
- Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, TX, USA
| | | | | | | | | | | | | | - David Howe
- Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, TX, USA.,Quantitative Preclinical & Clinical Sciences Department, Praedicare Inc., Dallas, TX, USA
| | - Tawanda Gumbo
- Hollow Fiber System & Experimental Therapeutics Laboratories, Praedicare Inc., Dallas, TX, USA.,Quantitative Preclinical & Clinical Sciences Department, Praedicare Inc., Dallas, TX, USA
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Chapagain M, Pasipanodya JG, Athale S, Bernal C, Trammell R, Howe D, Gumbo T. OUP accepted manuscript. J Antimicrob Chemother 2022; 77:1694-1705. [PMID: 35257162 PMCID: PMC9155607 DOI: 10.1093/jac/dkac068] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 02/07/2022] [Indexed: 11/27/2022] Open
Abstract
Objectives The standard of care (SOC) for the treatment of pulmonary Mycobacterium avium complex (MAC) disease (clarithromycin, rifabutin, and ethambutol) achieves sustained sputum conversion rates of only 54%. Thus, new treatments should be prioritized. Methods We identified the omadacycline MIC against one laboratory MAC strain and calculated drug half life in solution, which we compared with measured MAC doubling times. Next, we performed an omadacycline hollow fibre system model of intracellular MAC (HFS-MAC) exposure–effect study, as well as the three-drug SOC, using pharmacokinetics achieved in patient lung lesions. Data was analysed using bacterial kill slopes (γ-slopes) and inhibitory sigmoid Emax bacterial burden versus exposure analyses. Monte Carlo experiments (MCE) were used to identify the optimal omadacycline clinical dose. Results Omadacycline concentration declined in solution with a half-life of 27.7 h versus a MAC doubling time of 16.3 h, leading to artefactually high MICs. Exposures mediating 80% of maximal effect changed up to 8-fold depending on sampling day with bacterial burden versus exposure analyses, while γ-slope-based analyses gave a single robust estimate. The highest omadacycline monotherapy γ-slope was −0.114 (95% CI: −0.141 to −0.087) (r2 = 0.98) versus −0.114 (95% CI: −0.133 to −0.094) (r2 = 0.99) with the SOC. MCEs demonstrated that 450 mg of omadacycline given orally on the first 2 days followed by 300 mg daily would achieve the AUC0-24 target of 39.67 mg·h/L. Conclusions Omadacycline may be a potential treatment option for pulmonary MAC, possibly as a back-bone treatment for a new MAC regimen and warrants future study in treatment of this disease.
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Affiliation(s)
- Moti Chapagain
- Hollow Fiber System & Experimental Therapeutics Laboratory, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
| | - Jotam G. Pasipanodya
- Quantitative Preclinical & Clinical Sciences Department, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
| | - Shruti Athale
- Hollow Fiber System & Experimental Therapeutics Laboratory, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
| | - Claude Bernal
- Praedicare Chemistry, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
| | - Rachel Trammell
- Praedicare Chemistry, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
| | - David Howe
- Hollow Fiber System & Experimental Therapeutics Laboratory, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
- Quantitative Preclinical & Clinical Sciences Department, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
- Praedicare Chemistry, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
| | - Tawanda Gumbo
- Hollow Fiber System & Experimental Therapeutics Laboratory, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
- Quantitative Preclinical & Clinical Sciences Department, Praedicare Inc., 14830 Venture Drive, Dallas, Texas, USA
- Corresponding author. E-mail:
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Maitra A, Solanki P, Sadouki Z, McHugh TD, Kloprogge F. Improving the Drug Development Pipeline for Mycobacteria: Modelling Antibiotic Exposure in the Hollow Fibre Infection Model. Antibiotics (Basel) 2021; 10:antibiotics10121515. [PMID: 34943727 PMCID: PMC8698378 DOI: 10.3390/antibiotics10121515] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2021] [Revised: 11/29/2021] [Accepted: 12/03/2021] [Indexed: 11/16/2022] Open
Abstract
Mycobacterial infections are difficult to treat, requiring a combination of drugs and lengthy treatment times, thereby presenting a substantial burden to both the patient and health services worldwide. The limited treatment options available are under threat due to the emergence of antibiotic resistance in the pathogen, hence necessitating the development of new treatment regimens. Drug development processes are lengthy, resource intensive, and high-risk, which have contributed to market failure as demonstrated by pharmaceutical companies limiting their antimicrobial drug discovery programmes. Pre-clinical protocols evaluating treatment regimens that can mimic in vivo PK/PD attributes can underpin the drug development process. The hollow fibre infection model (HFIM) allows for the pathogen to be exposed to a single or a combination of agents at concentrations achieved in vivo-in plasma or at infection sites. Samples taken from the HFIM, depending on the analyses performed, provide information on the rate of bacterial killing and the emergence of resistance. Thereby, the HFIM is an effective means to investigate the efficacy of a drug combination. Although applicable to a wide variety of infections, the complexity of anti-mycobacterial drug discovery makes the information available from the HFIM invaluable as explored in this review.
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Affiliation(s)
- Arundhati Maitra
- Institute for Global Health, University College London, London WC1N 1EH, UK; (Z.S.); (F.K.)
- Correspondence:
| | - Priya Solanki
- Centre for Clinical Microbiology, Royal Free Campus, University College London, Rowland Hill Street, London NW3 2PF, UK; (P.S.); (T.D.M.)
| | - Zahra Sadouki
- Institute for Global Health, University College London, London WC1N 1EH, UK; (Z.S.); (F.K.)
- Centre for Clinical Microbiology, Royal Free Campus, University College London, Rowland Hill Street, London NW3 2PF, UK; (P.S.); (T.D.M.)
| | - Timothy D. McHugh
- Centre for Clinical Microbiology, Royal Free Campus, University College London, Rowland Hill Street, London NW3 2PF, UK; (P.S.); (T.D.M.)
| | - Frank Kloprogge
- Institute for Global Health, University College London, London WC1N 1EH, UK; (Z.S.); (F.K.)
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Srivastava S, Chapagain M, van Zyl J, Deshpande D, Gumbo T. Potency of vancomycin against Mycobacterium tuberculosis in the hollow fiber system model. J Glob Antimicrob Resist 2021; 24:403-410. [PMID: 33508482 DOI: 10.1016/j.jgar.2021.01.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2020] [Revised: 12/11/2020] [Accepted: 01/05/2021] [Indexed: 11/17/2022] Open
Abstract
OBJECTIVES To determine whether an inhaled vancomycin formulation resulting in high intrapulmonary 24-h area under the concentration-time curve (AUC0-24) could be optimised for tuberculosis treatment. We also explored vancomycin synergy and antagonism with d-cycloserine and benzylpenicillin. METHODS We determined MICs of two Mycobacterium tuberculosis (Mtb) laboratory strains (H37Ra and H37Rv) and two drug-susceptible and nine multidrug resistant clinical strains. Second, in the hollow fiber system model of TB [HFS-TB] using Mtb H37Ra strain, we recapitulated vancomycin intrapulmonary pharmacokinetics of eight doses administered twice daily over 28 days, mimicking a 6-h half-life. Using the HFS-TB, vancomycin was tested in combination with d-cycloserine and benzylpenicillin to determine synergy or antagonism between drugs targeting the same pathway. RESULTS Vancomycin MICs were 12 and 48 mg/L in drug-susceptible clinical isolates but >96 mg/L in all MDR isolates.In the HFS-TB, vancomycin killed 3.9 ± 0.6 log10 CFU/mL Mtb. The EC50 was calculated as AUC0-24/MIC of 184.6 ± 106.5. Compared with day 0, 1.0 and 2.0 log10 CFU/mL kill was achieved by AUC0-24/MIC of 168 and 685, respectively. Acquired vancomycin resistance developed to all vancomycin doses tested in the HFS-TB. In the HFS-TB, vancomycin was antagonistic to benzylpenicillin, which works downstream to glycopeptides in peptidoglycan synthesis, but synergistic with d-cycloserine, which inhibits upstream d-Ala-d-Ala ligase and alanine racemase. CONCLUSION Our proof-of-concept studies show that vancomycin optimal exposure target for Mtb kill could be achieved via inhalational drug delivery. Addition of drugs synergistic with vancomycin, e.g. d-cycloserine, may lower the vancomycin concentrations required to kill Mtb.
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Affiliation(s)
- Shashikant Srivastava
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, USA; Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Moti Chapagain
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, USA; Quantitative Preclinical and Clinical Sciences Department, Praedicare Inc., Dallas, TX, USA
| | - Johanna van Zyl
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Devyani Deshpande
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, USA
| | - Tawanda Gumbo
- Department of Pulmonary Immunology, University of Texas Health Science Center at Tyler, Tyler, TX, USA; Quantitative Preclinical and Clinical Sciences Department, Praedicare Inc., Dallas, TX, USA; Lung Infection and Immunity Unit, Division of Pulmonology and UCT Lung Institute, Department of Medicine, University of Cape Town, Cape Town, South Africa.
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11
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Comparison of a Novel Regimen of Rifapentine, Tedizolid, and Minocycline with Standard Regimens for Treatment of Pulmonary Mycobacterium kansasii. Antimicrob Agents Chemother 2020; 64:AAC.00810-20. [PMID: 32690646 DOI: 10.1128/aac.00810-20] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 07/15/2020] [Indexed: 12/26/2022] Open
Abstract
The combination of isoniazid, rifampin, and ethambutol is recommended by the American Thoracic Society (ATS) for treatment of pulmonary Mycobacterium kansasii, while the British Thoracic Society (BTS) recommends clarithromycin, rifampin and ethambutol. Unfortunately, therapy duration for both regimens lasts for years. In this study, we administered tedizolid, minocycline, clarithromycin, and rifapentine as monotherapy as well as novel combinations in the intracellular hollow-fiber model system of M. kansasii (HFS-Mkn) in a 28-day study. The ATS and BTS regimens were used as comparators. Repetitive sampling was used to validate the intended intrapulmonary pharmacokinetics of each drug and to monitor changes in M. kansasii burden. As monotherapy, tedizolid at an observed area under the concentration-time curve from 0 to 24 h (AUC0-24)/MIC of 5.85 and minocycline at an AUC0-24/MIC of 5.77 failed to kill the bacteria below day 0 (stasis), clarithromycin at an AUC0-24/MIC of 2.4 held the bacterial burden at stasis, but rifapentine at an AUC0-24/MIC of 140 killed 2 log10 CFU/ml below stasis. The BTS regimen kill slope was -0.083 ± 0.035 CFU/ml/day, which was significantly superior to the ATS regimen slope of -0.038 ± 0.038 CFU/ml/day. The rifapentine-tedizolid-minocycline combination kill slope was -0.119 ± 0.031 CFU/ml/day, superior to that of the ATS regimen and comparable to that of the BTS regimen. In conclusion, the BTS regimen and the novel rifapentine-tedizolid-minocycline regimen showed better kill of intracellular bacteria in the HFS-Mkn However, the efficacy of the new combination regimen remains to be tested in clinical settings.
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Ruth MM, Magombedze G, Gumbo T, Bendet P, Sangen JJN, Zweijpfenning S, Hoefsloot W, Pennings L, Koeken VACM, Wertheim HFL, Lee PS, van Ingen J, Deshpande D. Minocycline treatment for pulmonary Mycobacterium avium complex disease based on pharmacokinetics/pharmacodynamics and Bayesian framework mathematical models. J Antimicrob Chemother 2020; 74:1952-1961. [PMID: 31039251 DOI: 10.1093/jac/dkz143] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 02/23/2019] [Accepted: 02/28/2019] [Indexed: 01/28/2023] Open
Abstract
OBJECTIVES Our aim was to identify the pharmacokinetic/pharmacodynamic parameters of minocycline in the hollow-fibre system (HFS) model of pulmonary Mycobacterium avium complex (MAC) and to identify the optimal clinical dose. METHODS Minocycline MICs for 55 MAC clinical isolates from the Netherlands were determined. We also co-incubated primary isolated macrophages infected with MAC with minocycline. Next, we performed a 28 day HFS-MAC model dose-response study in which we mimicked pulmonary concentration-time profiles achieved in patients. The HFS-MAC model was sampled at intervals to determine the minocycline pharmacokinetics and MAC burden. We identified the AUC0-24/MIC ratios associated with 1.0 log10 cfu/mL kill below day 0 (stasis), defined as a bactericidal effect. We then performed 10000 Monte Carlo experiments to identify the optimal dose for a bactericidal effect in patients. RESULTS The MIC for 50% and 90% of cumulative clinical isolates was 8 and 64 mg/L, respectively. Minocycline decreased MAC bacterial burden below stasis in primary isolated macrophages. In the HFS-MAC model, minocycline achieved a microbial kill of 3.6 log10 cfu/mL below stasis. The AUC0-24/MIC exposure associated with a bactericidal effect was 59. Monte Carlo experiments identified a minocycline susceptibility MIC breakpoint of 16 mg/L. At this proposed breakpoint, the clinical dose of 200 mg/day achieved the bactericidal effect exposure target in ∼50% of patients, while 400 mg/day achieved this in 73.6% of patients, in Monte Carlo experiments. CONCLUSIONS Minocycline at a dose of 400 mg/day is expected to be bactericidal. We propose a clinical trial for validation.
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Affiliation(s)
- Mike M Ruth
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Gesham Magombedze
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Tawanda Gumbo
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Paula Bendet
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Jasper J N Sangen
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Sanne Zweijpfenning
- Department of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Wouter Hoefsloot
- Department of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Lian Pennings
- Department of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Valerie A C M Koeken
- Radboud Center for Infectious Diseases, Department of Internal Medicine, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Heiman F L Wertheim
- Department of Pulmonary Diseases, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Pooi S Lee
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Jakko van Ingen
- Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Devyani Deshpande
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
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Dheda K, Gumbo T, Maartens G, Dooley KE, Murray M, Furin J, Nardell EA, Warren RM. The Lancet Respiratory Medicine Commission: 2019 update: epidemiology, pathogenesis, transmission, diagnosis, and management of multidrug-resistant and incurable tuberculosis. THE LANCET RESPIRATORY MEDICINE 2020; 7:820-826. [PMID: 31486393 DOI: 10.1016/s2213-2600(19)30263-2] [Citation(s) in RCA: 82] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2019] [Revised: 07/24/2019] [Accepted: 07/25/2019] [Indexed: 01/23/2023]
Abstract
The Lancet Respiratory Medicine Commission on drug-resistant tuberculosis was published in 2017, which comprehensively reviewed and provided recommendations on various aspects of the disease. Several key new developments regarding drug-resistant tuberculosis are outlined in this Commission Update. The WHO guidelines on treating drug-resistant tuberculosis were updated in 2019 with a reclassification of second line anti-tuberculosis drugs. An injection-free MDR tuberculosis treatment regimen is now recommended. Over the past 3 years, advances in treatment include the recognition of the safety and mortality benefit of bedaquiline, the finding that the 9-11 month injectable-based 'Bangladesh' regimen was non-inferior to longer regimens, and promising interim results of a novel 6 month 3-drug regimen (bedaquiline, pretomanid, and linezolid). Studies of explanted lungs from patients with drug-resistant tuberculosis have shown substantial drug-specific gradients across pulmonary cavities, suggesting that alternative dosing and drug delivery strategies are needed to reduce functional monotherapy at the site of disease. Several controversies are discussed including the optimal route of drug administration, optimal number of drugs constituting a regimen, selection of individual drugs for a regimen, duration of the regimen, and minimal desirable standards of antibiotic stewardship. Newer rapid nucleic acid amplification test platforms, including point-of-care systems that facilitate active case-finding, are discussed. The rapid diagnosis of resistance to other drugs, (notably fluoroquinolones), and detection of resistance by targeted or whole genome sequencing will probably change the diagnostic landscape in the near future.
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Affiliation(s)
- Keertan Dheda
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute & South African Medical Research Council/University of Cape Town Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa; Faculty of Infectious and Tropical Diseases, Department of Infection Biology, London School of Hygiene and Tropical Medicine, London, UK.
| | - Tawanda Gumbo
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, TX, USA
| | - Gary Maartens
- Division of Clinical Pharmacology, Department of Medicine, University of Cape Town, Cape Town, South Africa
| | - Kelly E Dooley
- Center for Tuberculosis Research, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Megan Murray
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Jennifer Furin
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA; T H Chan School of Public Health, Harvard Medical School, Boston, MA, USA
| | - Edward A Nardell
- T H Chan School of Public Health, Harvard Medical School, Boston, MA, USA
| | - Robin M Warren
- South African Medical Research Council Centre for Tuberculosis Research/Department of Science and Technology/ National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, Division of Molecular Biology and Human Genetics, Stellenbosch University, Tygerberg, South Africa
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14
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Alffenaar JWC, Sintchenko V, Marais BJ. Acquired Drug Resistance: Recognizing the Potential of Repurposed Drugs. Clin Infect Dis 2020; 69:2038-2039. [PMID: 31125392 DOI: 10.1093/cid/ciz334] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Affiliation(s)
- Jan-Willem C Alffenaar
- University of Sydney, Faculty of Medicine and Health, School of Pharmacy, Sydney, Australia.,Westmead Hospital, Sydney, Australia
| | - Vitali Sintchenko
- Centre for Infectious Diseases and Microbiology-Public Health, Westmead Hospital.,Sydney Medical School, The University of Sydney.,Centre for Infectious Diseases and Microbiology Laboratory Services, New South Wales Health Pathology
| | - Ben J Marais
- The Children's Hospital at Westmead and the Marie Bashir Institute for Infectious Diseases and Biosecurity, University of Sydney, Australia
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15
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Doyle C, Swain WA, Swain Ewald HA, Ewald PW. Inflammation, infection and depression: an evolutionary perspective. EVOLUTIONARY HUMAN SCIENCES 2019; 1:e14. [PMID: 37588396 PMCID: PMC10427271 DOI: 10.1017/ehs.2019.15] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
The evolutionary basis for clinical depression is not well understood. A growing body of literature that is not based on evolutionary logic links inflammation to depression. Integration of these findings with an evolutionary framework for depression, however, needs to address the reasons why the body's inflammatory response would be regulated so poorly that it would result in incapacitating depression. Pathogen induction of inflammation offers an explanation, but the extent to which the association between inflammation and depression can be attributed to general inflammation as opposed to particular effects of pro-inflammatory pathogens remains unclear. This paper reports a study of sexually transmitted pathogens, which addresses this issue. Although several sexually transmitted pathogens were associated with depression according to bivariate tests, only Chlamydia trachomatis and Trichomonas vaginalis were significantly associated with depression by a multivariate analysis that accounted for correlations among the pathogens. This finding is consistent with the hypothesis that infection may contribute to depression through induction of tryptophan restriction, and a consequent depletion of serotonin. It reinforces the idea that some depression may be caused by specific pathogens in specific evolutionary arms races with their human host.
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Affiliation(s)
- Caroline Doyle
- Department of Biology, Bellarmine University, Louisville, KY40205, USA
| | - Walker A. Swain
- Department of Lifelong Education, Administration, and Policy, University of Georgia, Athens, GA30602, USA
| | - Holly A. Swain Ewald
- Department of Biological Sciences, University of Louisville, Louisville, KY40292, USA
| | - Paul W. Ewald
- Department of Biological Sciences, University of Louisville, Louisville, KY40292, USA
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16
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Dheda K, Lenders L, Srivastava S, Magombedze G, Wainwright H, Raj P, Bush SJ, Pollara G, Steyn R, Davids M, Pooran A, Pennel T, Linegar A, McNerney R, Moodley L, Pasipanodya JG, Turner CT, Noursadeghi M, Warren RM, Wakeland E, Gumbo T. Spatial Network Mapping of Pulmonary Multidrug-Resistant Tuberculosis Cavities Using RNA Sequencing. Am J Respir Crit Care Med 2019; 200:370-380. [PMID: 30694692 PMCID: PMC6680310 DOI: 10.1164/rccm.201807-1361oc] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2018] [Accepted: 01/24/2019] [Indexed: 01/09/2023] Open
Abstract
Rationale: There is poor understanding about protective immunity and the pathogenesis of cavitation in patients with tuberculosis.Objectives: To map pathophysiological pathways at anatomically distinct positions within the human tuberculosis cavity.Methods: Biopsies were obtained from eight predetermined locations within lung cavities of patients with multidrug-resistant tuberculosis undergoing therapeutic surgical resection (n = 14) and healthy lung tissue from control subjects without tuberculosis (n = 10). RNA sequencing, immunohistochemistry, and bacterial load determination were performed at each cavity position. Differentially expressed genes were normalized to control subjects without tuberculosis, and ontologically mapped to identify a spatially compartmentalized pathophysiological map of the cavity. In silico perturbation using a novel distance-dependent dynamical sink model was used to investigate interactions between immune networks and bacterial burden, and to integrate these identified pathways.Measurements and Main Results: The median (range) lung cavity volume on positron emission tomography/computed tomography scans was 50 cm3 (15-389 cm3). RNA sequence reads (31% splice variants) mapped to 19,049 annotated human genes. Multiple proinflammatory pathways were upregulated in the cavity wall, whereas a downregulation "sink" in the central caseum-fluid interface characterized 53% of pathways including neuroendocrine signaling, calcium signaling, triggering receptor expressed on myeloid cells-1, reactive oxygen and nitrogen species production, retinoic acid-mediated apoptosis, and RIG-I-like receptor signaling. The mathematical model demonstrated that neuroendocrine, protein kinase C-θ, and triggering receptor expressed on myeloid cells-1 pathways, and macrophage and neutrophil numbers, had the highest correlation with bacterial burden (r > 0.6), whereas T-helper effector systems did not.Conclusions: These data provide novel insights into host immunity to Mycobacterium tuberculosis-related cavitation. The pathways defined may serve as useful targets for the design of host-directed therapies, and transmission prevention interventions.
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Affiliation(s)
- Keertan Dheda
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
- Faculty of Infectious and Tropical Diseases, Department of Immunology and Infection, London School of Hygiene and Tropical Medicine, London, United Kingdom
| | - Laura Lenders
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
| | - Shashikant Srivastava
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Gesham Magombedze
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas
| | | | - Prithvi Raj
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Stephen J. Bush
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas
| | - Gabriele Pollara
- Division of Infection and Immunity, University College London, London, United Kingdom; and
| | | | - Malika Davids
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
| | - Anil Pooran
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
| | - Timothy Pennel
- Chris Barnard Division of Cardiothoracic Surgery, Department of Surgery, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Anthony Linegar
- Chris Barnard Division of Cardiothoracic Surgery, Department of Surgery, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Ruth McNerney
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
| | - Loven Moodley
- Chris Barnard Division of Cardiothoracic Surgery, Department of Surgery, Groote Schuur Hospital, University of Cape Town, Cape Town, South Africa
| | - Jotam G. Pasipanodya
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas
| | - Carolin T. Turner
- Division of Infection and Immunity, University College London, London, United Kingdom; and
| | - Mahdad Noursadeghi
- Division of Infection and Immunity, University College London, London, United Kingdom; and
| | - Robin M. Warren
- South African Medical Research Council Centre for Tuberculosis Research/Department of Science and Technology/National Research Foundation Centre of Excellence for Biomedical Tuberculosis Research, Division of Molecular Biology and Human Genetics, Stellenbosch University, Cape Town, South Africa
| | - Edward Wakeland
- Department of Immunology, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Tawanda Gumbo
- Centre for Lung Infection and Immunity, Division of Pulmonology, Department of Medicine and UCT Lung Institute and South African MRC/UCT Centre for the Study of Antimicrobial Resistance, University of Cape Town, Cape Town, South Africa
- Center for Infectious Diseases Research and Experimental Therapeutics, Baylor Research Institute, Baylor University Medical Center, Dallas, Texas
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