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Mak WY, He Q, Yang W, Xu N, Zheng A, Chen M, Lin J, Shi Y, Xiang X, Zhu X. Application of MIDD to accelerate the development of anti-infectives: Current status and future perspectives. Adv Drug Deliv Rev 2024; 214:115447. [PMID: 39277035 DOI: 10.1016/j.addr.2024.115447] [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: 12/15/2023] [Revised: 07/27/2024] [Accepted: 09/08/2024] [Indexed: 09/17/2024]
Abstract
This review examines the role of model-informed drug development (MIDD) in advancing antibacterial and antiviral drug development, with an emphasis on the inclusion of host system dynamics into modeling efforts. Amidst the growing challenges of multidrug resistance and diminishing market returns, innovative methodologies are crucial for continuous drug discovery and development. The MIDD approach, with its robust capacity to integrate diverse data types, offers a promising solution. In particular, the utilization of appropriate modeling and simulation techniques for better characterization and early assessment of drug resistance are discussed. The evolution of MIDD practices across different infectious disease fields is also summarized, and compared to advancements achieved in oncology. Moving forward, the application of MIDD should expand into host system dynamics as these considerations are critical for the development of "live drugs" (e.g. chimeric antigen receptor T cells or bacteriophages) to address issues like antibiotic resistance or latent viral infections.
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Affiliation(s)
- Wen Yao Mak
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China; Clinical Research Centre (Penang General Hospital), Institute for Clinical Research, National Institute of Health, Malaysia
| | - Qingfeng He
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Wenyu Yang
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Nuo Xu
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Aole Zheng
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Min Chen
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Jiaying Lin
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Yufei Shi
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China
| | - Xiaoqiang Xiang
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China.
| | - Xiao Zhu
- Department of Clinical Pharmacy and Pharmacy Administration, School of Pharmacy, Fudan University, 201203 Shanghai, China.
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2
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Chandra Deb L, Timsina A, Lenhart S, Foster D, Lanzas C. Quantifying trade-offs between therapeutic efficacy and resistance dissemination for enrofloxacin dose regimens in cattle. Sci Rep 2024; 14:20598. [PMID: 39232037 PMCID: PMC11374901 DOI: 10.1038/s41598-024-70741-8] [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: 03/26/2024] [Accepted: 08/20/2024] [Indexed: 09/06/2024] Open
Abstract
The use of antimicrobial drugs in food-producing animals contributes to the selection pressure on pathogenic and commensal bacteria to become resistant. This study aims to evaluate the existence of trade-offs between treatment effectiveness, cost, and the dynamics of resistance in gut commensal bacteria. We developed a within-host ordinary differential equation model to track the dynamics of antimicrobial drug concentrations and bacterial populations in the site of infection (lung) and the gut. The model was parameterized to represent enrofloxacin treatment for bovine respiratory disease (BRD) caused by Pastereulla multocida in cattle. Three approved enrofloxacin dosing regimens were compared for their effects on resistance on P. multocida and commensal E. coli: 12.5 mg/kg and 7.5 mg/kg as a single dose, and 5 mg/kg as three doses. Additionally, we explored non-FDA-approved regimes. Our results indicated that both 12.5 mg/kg and 7.5 mg/kg as a single dose scenario increased the most the treatment costs and prevalence of P. multocida resistance in the lungs, while 5 mg/kg as three doses increased resistance in commensal E. coli bacteria in the gut the most out of the approved scenarios. A proposed non-FDA-approved scenario (7.5 mg/kg, two doses 24 h apart) showed low economic costs, minimal P. multocida, and moderate effects on resistant E. coli. Overall, the scenarios that decrease P. multocida, including resistant P. multocida did not coincide with those that decrease resistant E. coli the most, suggesting a trade-off between both outcomes. The sensitivity analysis suggests that bacterial populations were the most sensitive to drug conversion factors into plasma ( β ), elimination of the drug from the colon ( ϑ ), fifty percent sensitive bacteria (P. multocida) killing effect ( L s50 ), fifty percent of bacteria (E. coli) above ECOFF killing effect ( C r50 ), and net drug transfer rate in the lung ( γ ) parameters.
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Affiliation(s)
- Liton Chandra Deb
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, 27695, USA.
| | - Archana Timsina
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, 27695, USA
| | - Suzanne Lenhart
- Department of Mathematics, University of Tennessee, Knoxville, TN, USA
| | - Derek Foster
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, 27695, USA
| | - Cristina Lanzas
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, 27695, USA
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3
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Yang F, Sun LJ, Yang F, Li SH, Chen YX, Wang WR. Pharmacokinetics of Enrofloxacin and Its Metabolite Ciprofloxacin in Nanyang Cattle. J Vet Pharmacol Ther 2024. [PMID: 39149982 DOI: 10.1111/jvp.13478] [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] [Received: 07/10/2024] [Revised: 07/30/2024] [Accepted: 08/04/2024] [Indexed: 08/17/2024]
Abstract
The objective of this study was to determine the pharmacokinetics of enrofloxacin and its metabolite, ciprofloxacin, in Nanyang cattle after a single intravenous (IV), and intramuscular (IM) administration of enrofloxacin at 2.5 mg/kg body weight (BW). Blood samples were collected at predetermined time points. Enrofloxacin and ciprofloxacin concentrations in plasma were simultaneously determined using a high-performance liquid chromatography (HPLC) assay method and subjected to a non-compartmental analysis. After IV administration, enrofloxacin had a mean (±SD) volume of distribution at steady state (VSS) of 1.394 ± 0.349 L/kg, a terminal half-life (t1/2λz) of 3.592 ± 1.205 h, and a total body clearance (Cl) of 0.675 ± 0.16 L/h/kg. After IM administration, enrofloxacin was absorbed relatively slowly but completely, with a mean absorption time (MAT) of 6.051 ± 1.107 h and a bioavailability of 99.225 ± 7.389%. Both compounds were detected simultaneously in most plasma samples following both routes of administration, indicating efficient biotransformation of enrofloxacin to ciprofloxacin. After IV injection, the peak concentration (Cmax) of ciprofloxacin was 0.315 ± 0.017 μg/mL, observed at 0.958 ± 0.102 h. Following IM injection, the corresponding values were 0.071 ± 0.006 μg/mL and 3 ± 1.095 h, respectively. Following IV and IM administration, the conversion ratio of enrofloxacin to ciprofloxacin was calculated as 59.2 ± 9.6% and 31.2 ± 7.7%, respectively. The present results demonstrated favorable pharmacokinetic profiles for enrofloxacin, characterized by complete absorption with relatively slow kinetics, extensive distribution, efficient biotransformation to ciprofloxacin, and prolonged elimination in Nanyang cattle.
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Affiliation(s)
- Fang Yang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Long-Ji Sun
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Fan Yang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Shi-Hao Li
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Yu-Xin Chen
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
| | - Wen-Rui Wang
- College of Animal Science and Technology, Henan University of Science and Technology, Luoyang, China
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4
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Chandra Deb L, Timsina A, Lenhart S, Foster D, Lanzas C. Quantifying trade-offs between therapeutic efficacy and resistance dissemination for enrofloxacin dose regimens in cattle. RESEARCH SQUARE 2024:rs.3.rs-4166888. [PMID: 38659948 PMCID: PMC11042421 DOI: 10.21203/rs.3.rs-4166888/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
The use of antimicrobial drugs in food-producing animals increases the selection pressure on pathogenic and commensal bacteria to become resistant. This study aims to evaluate the existence of trade-offs between treatment effectiveness, cost, and the dissemination of resistance in gut commensal bacteria. We developed a within-host ordinary differential equation model to track the dynamics of antimicrobial drug concentrations and bacterial populations in the site of infection (lung) and the gut. The model was parameterized to represent enrofloxacin treatment for bovine respiratory disease (BRD) caused by Pastereulla multocida in cattle. Three approved enrofloxacin dosing regimens were compared for their effects on resistance on P. multocida and commensal E. coli: 12.5 mg/kg and 7.5 mg/kg as a single dose, and 5 mg/kg as three doses. Additionally, we explored non-approved regimes. Our results indicated that both 12.5 mg/kg and 7.5 mg/kg as a single dose scenario increased the most the treatment costs and prevalence of P. multocida resistance in the lungs, while 5 mg/kg as three doses increased resistance in commensal E. coli bacteria in the gut the most out of the approved scenarios. A proposed scenario (7.5 mg/kg, two doses 24 hours apart) showed low economic costs, minimal P. multocida, and moderate effects on resistant E. coli. Overall, the scenarios that decrease P. multocida, including resistant P. multocida did not coincide with the scenarios that decrease resistant E. coli the most, suggesting a trade-off between both outcomes. The sensitivity analysis indicates that bacterial populations were the most sensitive to drug conversion factors into plasma (β), elimination of the drug from the colon (υ), fifty percent sensitive bacteria (P. multocida) killing effect (Ls50), fifty percent of bacteria (E. coli) above ECOFF killing effect (Cr50), and net drug transfer rate in the lung (γ) parameters.
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Affiliation(s)
- Liton Chandra Deb
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Archana Timsina
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Suzanne Lenhart
- Department of Mathematics, University of Tennessee, Knoxville, TN, USA
| | - Derek Foster
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
| | - Cristina Lanzas
- Department of Population Health and Pathobiology, College of Veterinary Medicine, North Carolina State University, Raleigh, NC, USA
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5
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Mead A, Toutain PL, Richez P, Pelligand L. Targeted dosing for susceptible heteroresistant subpopulations may improve rational dosage regimen prediction for colistin in broiler chickens. Sci Rep 2023; 13:12822. [PMID: 37550398 PMCID: PMC10406827 DOI: 10.1038/s41598-023-39727-w] [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: 12/08/2022] [Accepted: 07/30/2023] [Indexed: 08/09/2023] Open
Abstract
The dosage of colistin for the treatment of enteric E. coli in animals necessitates considering the heteroresistant (HR) nature of the targeted inoculum, described by the presence of a major susceptible population (S1, representing 99.95% of total population) mixed with an initial minor subpopulation of less susceptible bacteria (S2). Herein, we report the 1-compartment population pharmacokinetics (PK) of colistin in chicken intestine (jejunum and ileum) and combined it with a previously established pharmacodynamic (PD) model of HR in E. coli. We then computed probabilities of target attainment (PTA) with a pharmacodynamic target (AUC24h/MIC) that achieves 50% of the maximal kill of bacterial populations (considering inoculums of pure S1, S2 or HR mixture of S1 + S2). For an MIC of 1 mg/L, PTA > 95% was achieved with the registered dose (75,000 IU/kg BW/day in drinking water) for the HR mixture of S1 + S2 E. coli, whether they harboured mcr or not. For an MIC of 2 mg/L (ECOFF), we predicted PTA > 90% against the dominant susceptible sub-population (S1) with this clinical dose given (i) over 24 h for mcr-negative isolates or (ii) over 6 h for mcr-positive isolates (pulse dosing). Colistin clinical breakpoint S ≤ 2 mg/L (EUCAST rules) should be confirmed clinically.
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Affiliation(s)
- Andrew Mead
- Comparative Biomedical Sciences, The Royal Veterinary College, London, UK.
| | - Pierre-Louis Toutain
- Comparative Biomedical Sciences, The Royal Veterinary College, London, UK
- INTHERES, Université de Toulouse, INRAE, ENVT, Toulouse, France
| | | | - Ludovic Pelligand
- Comparative Biomedical Sciences, The Royal Veterinary College, London, UK
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6
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Petkova T, Milanova A, Poźniak B. The effects of cyclosporine A or activated charcoal co-administration on the pharmacokinetics of enrofloxacin in chickens. Poult Sci 2022; 102:102225. [PMID: 36343435 PMCID: PMC9646970 DOI: 10.1016/j.psj.2022.102225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 09/24/2022] [Accepted: 09/29/2022] [Indexed: 11/06/2022] Open
Abstract
The study aimed to investigate the possible role of efflux transporter proteins in the pharmacokinetics of enrofloxacin (ENR) in broilers in the model of co-administration of activated charcoal (AC) or cyclosporine A (CsA). The concentrations of enrofloxacin and its metabolite ciprofloxacin were analyzed by liquid chromatography-mass spectrometry (LC-MS/MS) and population approach was used for pharmacokinetic analysis. It was found that body weight has a significant effect on the volume of distribution in the central compartment and on the systemic clearance. Oral AC increased the systemic clearance of intravenously administered ENR suggesting some role of enterohepatic recirculation. For orally administered ENR, CsA increased the area under the curve which can be explained by the inhibition of efflux transporters. Metabolism of the antibacterial drug was not affected by cyclosporine. The data suggest a role of efflux transporter proteins in the pharmacokinetics of drugs in chickens and drug-drug interactions have to be considered when substrates and modulators of these transporters are co-administered.
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Affiliation(s)
- Tsvetelina Petkova
- Trakia University, Faculty of Veterinary Medicine, Department of Pharmacology, Animal Physiology, Biochemistry and Chemistry, Stara Zagora, 6000, Bulgaria
| | - Aneliya Milanova
- Trakia University, Faculty of Veterinary Medicine, Department of Pharmacology, Animal Physiology, Biochemistry and Chemistry, Stara Zagora, 6000, Bulgaria
| | - Błażej Poźniak
- Wrocław University of Environmental and Life Sciences, Faculty of Veterinary Medicine, Department of Pharmacology and Toxicology 50-375 Wrocław, Poland,Corresponding author:
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7
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Beyi AF, Mochel JP, Magnin G, Hawbecker T, Slagel C, Dewell G, Dewell R, Sahin O, Coetzee JF, Zhang Q, Plummer PJ. Comparisons of plasma and fecal pharmacokinetics of danofloxacin and enrofloxacin in healthy and Mannheimia haemolytica infected calves. Sci Rep 2022; 12:5107. [PMID: 35332195 PMCID: PMC8948211 DOI: 10.1038/s41598-022-08945-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 03/14/2022] [Indexed: 01/02/2023] Open
Abstract
Danofloxacin and enrofloxacin are fluoroquinolones (FQs) used to treat and control bovine respiratory disease (BRD) complex. While low toxicity, high bactericidal activity, and availability in single and multiple dosing regimens make them preferable, the increasing incidence of FQ-resistance in foodborne pathogens and effects on gut microbiota necessitate evaluating their pharmacokinetics (PKs). The objective of this study was to determine the exposure level of gut microbiota to subcutaneously administered FQs and compare their PKs between plasma and feces in healthy and Mannheimia haemolytica infected calves. A single dose of danofloxacin (8 mg/kg), low dose (7.5 mg/kg), or high dose (12.5 mg/kg) of enrofloxacin was administered to calves. Blood and feces were collected from calves under experimental conditions over 48 h, and FQ concentrations were measured using Ultra High-Pressure Liquid Chromatography. While moderate BRD signs were exhibited in most calves in the infected cohorts, the plasma PKs were similar between healthy and sick calves. However, the fecal danofloxacin concentration was lower in the BRD group (area under concentration–time curve [AUCinf], BRD median = 2627, healthy median = 2941 h*μg/mL, adj.P = 0.005). The dose normalized plasma and fecal danofloxacin concentrations were higher than those of enrofloxacin and its metabolite ciprofloxacin. Further, FQs had several fold higher overall concentrations in feces than in plasma in both groups. In conclusion, parenterally administered FQs expose gut microbiota to high concentrations of the antibiotics.
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Affiliation(s)
- Ashenafi Feyisa Beyi
- Department of Veterinary Microbiology and Preventative Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA.,National Institute of Antimicrobial Resistance Research and Education, Iowa State University, Ames, IA, 50010, USA
| | - Jonathan P Mochel
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA.,National Institute of Antimicrobial Resistance Research and Education, Iowa State University, Ames, IA, 50010, USA
| | - Géraldine Magnin
- Department of Anatomy and Physiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, 66502, USA
| | - Tyler Hawbecker
- College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA
| | - Clare Slagel
- College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA
| | - Grant Dewell
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA
| | - Renee Dewell
- Center for Food Security/Public Health, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA
| | - Orhan Sahin
- Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA.,National Institute of Antimicrobial Resistance Research and Education, Iowa State University, Ames, IA, 50010, USA
| | - Johann F Coetzee
- Department of Anatomy and Physiology, College of Veterinary Medicine, Kansas State University, Manhattan, KS, 66502, USA.,Nanotechnology Innovation Center of Kansas State (NICKS) and Institute of Computational Comparative Medicine, Kansas State University, Manhattan, KS, 66502, USA
| | - Qijing Zhang
- Department of Veterinary Microbiology and Preventative Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA.,National Institute of Antimicrobial Resistance Research and Education, Iowa State University, Ames, IA, 50010, USA
| | - Paul J Plummer
- Department of Veterinary Microbiology and Preventative Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA. .,Department of Veterinary Diagnostic and Production Animal Medicine, College of Veterinary Medicine, Iowa State University, Ames, IA, 50011, USA. .,National Institute of Antimicrobial Resistance Research and Education, Iowa State University, Ames, IA, 50010, USA.
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Effect of Intramuscularly Administered Oxytetracycline or Enrofloxacin on Vancomycin-Resistant Enterococci, Extended Spectrum Beta-Lactamase- and Carbapenemase-Producing Enterobacteriaceae in Pigs. Animals (Basel) 2022; 12:ani12050622. [PMID: 35268191 PMCID: PMC8909026 DOI: 10.3390/ani12050622] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 02/25/2022] [Accepted: 02/28/2022] [Indexed: 12/24/2022] Open
Abstract
Simple Summary Nowadays, there is great concern about the prevalence of multidrug resistant bacteria in food-producing animals since they are potential sources of transmission to humans. The aim of this work was to evaluate the effect of two antibiotics (oxytetracycline and enrofloxacin) treatments in pigs on resistant bacteria that are considered a threat to public health. This study highlights that the use of oxytetracycline or enrofloxacin in food-producing animals could select resistant bacteria in pig faeces. Special care should be taken to avoid faecal contamination of carcasses during slaughter. Abstract Nowadays, there is a great concern about the prevalence of multidrug resistant Enterococcus spp. and Enterobacteriaceae in food-producing animals. The aim of this work was to evaluate the effect of oxytetracycline or enrofloxacin treatment on vancomycin-resistant enterococci (VRE), extended spectrum β-lactamase (ESBL) and carbapenemase-producing Enterobacteriaceae in pigs. A total of 26 piglets were received and distributed in three groups. Group 1 was treated with enrofloxacin (N = 12), group 2 with oxytetracycline (N = 10) and group 3 did not receive any treatment (control group) (N = 4). A higher number of vancomycin-resistant E. faecium were recovered compared to E. faecalis. In the pigs treated with enrofloxacin, vancomycin resistant E. faecium was found in a higher percentage of animals than in the control group. ESBL-producing E. coli was not detected in rectal samples from control animals. However, it was detected in 17–20% of animals treated with oxytetracycline on days 6 to 17 and in 17–50% of the animals treated with enrofloxacin. Carbapenemase-producing E. coli was isolated in animals treated with oxytetracycline, but not in animals treated with enrofloxacin or in the control group. This study highlights that the use of oxytetracycline or enrofloxacin in food-producing animals could select ESBL and carbapenemase-producing E. coli. Further studies shall be needed to validate the results obtained, considering a more robust and extended experimental design.
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Application of Semi-Mechanistic Pharmacokinetic and Pharmacodynamic Model in Antimicrobial Resistance. Pharmaceutics 2022; 14:pharmaceutics14020246. [PMID: 35213979 PMCID: PMC8880204 DOI: 10.3390/pharmaceutics14020246] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Revised: 12/30/2021] [Accepted: 01/04/2022] [Indexed: 12/17/2022] Open
Abstract
Antimicrobial resistance is a major public health issue. The pharmacokinetic/pharmacodynamic (PK/PD) model is an essential tool to optimize dosage regimens and alleviate the emergence of resistance. The semi-mechanistic PK/PD model is a mathematical quantitative tool to capture the relationship between dose, exposure, and response, in terms of the mechanism. Understanding the different resistant mechanisms of bacteria to various antibacterials and presenting this as mathematical equations, the semi-mechanistic PK/PD model can capture and simulate the progress of bacterial growth and the variation in susceptibility. In this review, we outline the bacterial growth model and antibacterial effect model, including different resistant mechanisms, such as persisting resistance, adaptive resistance, and pre-existing resistance, of antibacterials against bacteria. The application of the semi-mechanistic PK/PD model, such as the determination of PK/PD breakpoints, combination therapy, and dosage optimization, are also summarized. Additionally, it is important to integrate the PD effect, such as the inoculum effect and host response, in order to develop a comprehensive mechanism model. In conclusion, with the semi-mechanistic PK/PD model, the dosage regimen can be reasonably determined, which can suppress bacterial growth and resistance development.
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10
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Endacott IC, Galipo E, Ekiri AB, Alafiatayo R, Adebowale K, Dineva M, Wakawa A, Ogwuche A, Maikai BV, Armson B, Mijten E, Varga G, Cook AJC. Baseline Assessment of Poultry Production, Pharmaceutical Product Use, and Related Challenges on Commercial Poultry Flocks in Kano and Oyo States of Nigeria. Vet Sci 2021; 8:315. [PMID: 34941842 PMCID: PMC8709114 DOI: 10.3390/vetsci8120315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/23/2021] [Accepted: 11/26/2021] [Indexed: 11/28/2022] Open
Abstract
Poultry production is a major component of the livestock sector in Nigeria and continues to expand rapidly; however, it is still constrained by low productivity. A farm survey was conducted to provide a baseline assessment of poultry production (products generated, farm costs, and revenue), pharmaceutical use, and related challenges faced by farmers on 44 commercial poultry farms in Oyo and Kano states of Nigeria. Live spent layers, eggs, and used beddings were the most frequently sold products for revenue. Antibiotic products were widely used, the most reported were Doxygen, Tylosin, and Conflox. Overall, 40% of farms used feed additives (including toxin binders, minerals, and vitamins) and 12% used coccidiostats. Access to pharmaceutical products was a key challenge and appeared to disproportionally affect farmers in the northern part (Kano) of Nigeria. Other challenges included perceived antibiotic ineffectiveness, high cost of drugs, and long distances to pharmaceutical suppliers. Challenges related to vaccine use were unavailability, distance to the supplier, and health issues interfering with the vaccination schedule. Study findings highlight the need for improved access to veterinary pharmaceuticals, particularly in the northern states. Further investigations into the causes of antibiotic ineffectiveness and strategies for distribution of high-quality, effective pharmaceuticals are also necessary.
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Affiliation(s)
- Isabella C. Endacott
- Department of Veterinary Epidemiology and Public Health, School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK; (I.C.E.); (E.G.); (R.A.); (M.D.); (B.A.)
- School of Veterinary Science, University of Liverpool, Neston CH64 7TE, UK
| | - Erika Galipo
- Department of Veterinary Epidemiology and Public Health, School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK; (I.C.E.); (E.G.); (R.A.); (M.D.); (B.A.)
| | - Abel B. Ekiri
- Department of Veterinary Epidemiology and Public Health, School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK; (I.C.E.); (E.G.); (R.A.); (M.D.); (B.A.)
| | - Ruth Alafiatayo
- Department of Veterinary Epidemiology and Public Health, School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK; (I.C.E.); (E.G.); (R.A.); (M.D.); (B.A.)
| | - Kehinde Adebowale
- Zoetis Belgium S.A., 1930 Zaventem, Belgium; (K.A.); (A.O.); (E.M.); (G.V.)
| | - Mariana Dineva
- Department of Veterinary Epidemiology and Public Health, School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK; (I.C.E.); (E.G.); (R.A.); (M.D.); (B.A.)
| | - Aliyu Wakawa
- Department of Veterinary Medicine, Ahmadu Bello University, Zaria 810211, Nigeria;
| | - Adah Ogwuche
- Zoetis Belgium S.A., 1930 Zaventem, Belgium; (K.A.); (A.O.); (E.M.); (G.V.)
| | - Beatty-Viv Maikai
- Department of Veterinary Public Health and Preventative Medicine, Ahmadu Bello University, Zaria 810211, Nigeria; (B.-V.M.); (A.J.C.C.)
| | - Bryony Armson
- Department of Veterinary Epidemiology and Public Health, School of Veterinary Medicine, University of Surrey, Guildford GU2 7AL, UK; (I.C.E.); (E.G.); (R.A.); (M.D.); (B.A.)
| | - Erik Mijten
- Zoetis Belgium S.A., 1930 Zaventem, Belgium; (K.A.); (A.O.); (E.M.); (G.V.)
| | - Gabriel Varga
- Zoetis Belgium S.A., 1930 Zaventem, Belgium; (K.A.); (A.O.); (E.M.); (G.V.)
| | - Alasdair J. C. Cook
- Department of Veterinary Public Health and Preventative Medicine, Ahmadu Bello University, Zaria 810211, Nigeria; (B.-V.M.); (A.J.C.C.)
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Ogwuche A, Ekiri AB, Endacott I, Maikai BV, Idoga ES, Alafiatayo R, Cook AJ. Antibiotic use practices of veterinarians and para-veterinarians and the implications for antibiotic stewardship in Nigeria. J S Afr Vet Assoc 2021; 92:e1-e14. [PMID: 34082541 PMCID: PMC8182489 DOI: 10.4102/jsava.v92i0.2120] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 03/19/2021] [Accepted: 03/31/2021] [Indexed: 11/01/2022] Open
Abstract
The aim of this study was to describe the antibiotic use practices of veterinarians and para-veterinarians in Nigeria. An online survey was distributed during November through December 2018 via email and phone to veterinarians and para-veterinarians to collect information on antibiotic use practices. Data were downloaded into Excel and descriptive statistics were presented and analysed. The survey was completed by 390 respondents. Almost all respondents (98.5%, 384/390) recommended the use of antibiotics to treat animal patients, and of these, 93.2% (358/384) were veterinarians and 6.8% (26/384) were para-veterinarians. Most respondents reported commonly recommending the use of oxytetracycline (82.6%, 317/384), tylosin (44.5%, 171/384) and gentamycin (43.8%, 168/384). A third (32.0%, 122/384) of respondents did not undertake antimicrobial susceptibility testing (AST) prior to antibiotic treatment. At least 60% of the respondents recommended the use of antibiotics for the treatment of non-bacterial pathogens, including viral, helminth and fungal pathogens. Over 55% (217/390) were not aware of government-issued guidelines on antibiotic use in animals, although of those aware, 69% (74/107) utilised the guidelines. Across all respondents, the majority believed legislation or regulation by government can influence the use of antibiotics by animal health professionals. The study highlights areas that can be targeted as part of intervention strategies to promote antimicrobial stewardship by animal health professionals in Nigeria, including the need for increased use of AST as a tool for supporting disease management, increased awareness of appropriate antibiotic use and greater dissemination of antibiotic use guidelines and enforcement of relevant regulation by government authorities.
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