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Bausch S, Dräger S, Charitos-Fragkakis P, Egli A, Moser S, Hinic V, Kuehl R, Bassetti S, Siegemund M, Rentsch KM, Hermann L, Schöning V, Hammann F, Sendi P, Osthoff M. Target Attainment and Population Pharmacokinetics of Cefazolin in Patients with Invasive Staphylococcus aureus Infections: A Prospective Cohort Study. Antibiotics (Basel) 2024; 13:928. [PMID: 39452195 PMCID: PMC11504871 DOI: 10.3390/antibiotics13100928] [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: 08/14/2024] [Revised: 09/24/2024] [Accepted: 09/27/2024] [Indexed: 10/26/2024] Open
Abstract
This study aimed to determine cefazolin target attainment in patients with invasive Staphylococcus aureus (S. aureus) infections and to develop a population pharmacokinetic (PK) model. Adult patients with invasive S. aureus infections treated with cefazolin bolus infusions were included. Unbound and total trough and mid-dose cefazolin concentrations were measured, and strain-specific MICs were determined. The primary outcome was the proportion of patients attaining 100% fT>MIC at all time points evaluated. A population PK model was developed, using non-linear mixed-effects modelling. Overall, 51 patients were included, with a total of 226 unbound and total cefazolin concentrations measured (mean: 4.4 per patient). The median daily dosage in patients with an estimated glomerular filtration rate of >60 mL/min/m2 was 8 g. The median age was 74 years (interquartile range (IQR) 57-82) and 26% were female. A history of chronic kidney disease and acute kidney injury were present in 10/51 (19.6%) and 6/51 (11.7%), respectively. Achievement of 100% fT>MIC occurred in 86% of the patients and decreased to 45% when a target of 100% fT>4xMIC was evaluated. The mean unbound cefazolin fraction was 27.0% (standard deviation (SD) 13.4). Measured and estimated mean cefazolin trough concentrations differed significantly [13.1 mg/L (SD 23.5) vs. 7.4 mg/L (SD 7.9), p < 0.001]. In the population PK model, elevated estimated creatinine clearance and bolus instead of continuous application were covariates for target non-attainment. In conclusion, cefazolin target achievement was high, and the measurement of the unbound cefazolin concentration may be favored. The Monte Carlo simulations indicated that target attainment was significantly improved with continuous infusion.
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Affiliation(s)
- Severin Bausch
- Division of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Sarah Dräger
- Division of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
- Department of Clinical Research, University of Basel, 4001 Basel, Switzerland
| | | | - Adrian Egli
- Division of Clinical Bacteriology and Mycology, University Hospital Basel, 4031 Basel, Switzerland
- Institute of Medical Microbiology, University of Zurich, 8006 Zurich, Switzerland
| | - Stephan Moser
- Division of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
- Department of Clinical Research, University of Basel, 4001 Basel, Switzerland
| | - Vladimira Hinic
- Division of Clinical Bacteriology and Mycology, University Hospital Basel, 4031 Basel, Switzerland
- Institute of Medical Microbiology, University of Zurich, 8006 Zurich, Switzerland
| | - Richard Kuehl
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, 4031 Basel, Switzerland
| | - Stefano Bassetti
- Division of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Martin Siegemund
- Intensive Care Unit, Department of Acute Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Katharina M. Rentsch
- Department of Laboratory Medicine, University Hospital Basel, 4031 Basel, Switzerland;
| | - Laura Hermann
- Division of Clinical Pharmacology & Toxicology, Department of Internal Medicine, University Hospital Bern, 3010 Bern, Switzerland
| | - Verena Schöning
- Division of Clinical Pharmacology & Toxicology, Department of Internal Medicine, University Hospital Bern, 3010 Bern, Switzerland
| | - Felix Hammann
- Division of Clinical Pharmacology & Toxicology, Department of Internal Medicine, University Hospital Bern, 3010 Bern, Switzerland
| | - Parham Sendi
- Division of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, 4031 Basel, Switzerland
- Institute for Infectious Diseases, University of Bern, 3012 Bern, Switzerland
| | - Michael Osthoff
- Division of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
- Department of Clinical Research, University of Basel, 4001 Basel, Switzerland
- Department of Internal Medicine, Cantonal Hospital Winterthur, 8400 Winterthur, Switzerland
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Komatsu T, Kawai Y, Takayama Y, Akamada Y, Kusume E, Ikeda M, Tsumura H, Ishii D, Iwamura M, Okamoto H, Hanaki H, Otori K. Population pharmacokinetics and pharmacodynamic target attainment analysis of cefazolin using total and unbound serum concentration in patients with prostatectomy or nephrectomy. Antimicrob Agents Chemother 2024; 68:e0026724. [PMID: 38771029 PMCID: PMC11232410 DOI: 10.1128/aac.00267-24] [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: 02/20/2024] [Accepted: 04/24/2024] [Indexed: 05/22/2024] Open
Abstract
The aim of this study was to analyze the population pharmacokinetics of total and unbound concentrations of prophylactic cefazolin (CFZ) in patients with prostatectomy or nephrectomy. We also aimed to calculate a pharmacodynamics target unbound concentration that exceeded the minimum inhibitory concentration (MIC), to design an effective dosing regimen. Briefly, 614 total concentration and 610 unbound concentration samples from 152 individuals were evaluated, using a nonlinear mixed-effects model. The obtained pharmacodynamics index target value reflected the probability of maintaining CFZ unbound trough concentrations exceeding MIC90, 0.5 mg/L, and MIC50, and 1.0 mg/L, to account for methicillin-susceptible Staphylococcus aureus (MSSA) or Escherichia coli. Population pharmacokinetics were estimated using a two-compartment model with nonlinear protein binding. Unbound systemic clearance (CL) was significantly associated with creatinine clearance, while the maximum protein-binding constant was significantly associated with albumin levels. The probability of achieving an unbound concentration exceeding the MIC50 for E. coli or MIC90 for MSSA in a patient with normal renal function following a 1 g CFZ infusion over 15 min was above 90% at 3 h after the initial dose. Our findings indicated that population pharmacokinetic parameters are useful for determining unbound CFZ pharmacokinetics and evaluating intraoperative CFZ redosing intervals.
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Affiliation(s)
- Toshiaki Komatsu
- Department of Pharmacy, Kitasato University Hospital, Kanagawa, Japan
| | - Yuka Kawai
- Pharmacy Practice and Science I, Research and Education Center for Clinical Pharmacy, Kitasato University School of Pharmacy, Kanagawa, Japan
| | - Yoko Takayama
- Department of Infection Control and Infectious Diseases, Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, Kanagawa, Japan
| | - Yuto Akamada
- Department of Pharmacy, Kitasato University Hospital, Kanagawa, Japan
| | - Eri Kusume
- Department of Pharmacy, Kitasato University Hospital, Kanagawa, Japan
| | - Masaomi Ikeda
- Department of Urology, Kitasato University of Medicine, Kanagawa, Japan
| | - Hideyasu Tsumura
- Department of Urology, Kitasato University of Medicine, Kanagawa, Japan
| | - Daisuke Ishii
- Department of Urology, Kitasato University of Medicine, Kanagawa, Japan
| | - Masatsugu Iwamura
- Department of Urology, Kitasato University of Medicine, Kanagawa, Japan
| | - Hirotsugu Okamoto
- Department of Anesthesiology, Kitasato University School of Medicine, Kanagawa, Japan
| | - Hideaki Hanaki
- Infection Control Research Center, Kitasato Institute for Life Sciences, Kitasato University, Tokyo, Japan
| | - Katsuya Otori
- Pharmacy Practice and Science I, Research and Education Center for Clinical Pharmacy, Kitasato University School of Pharmacy, Kanagawa, Japan
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Liu S, Matvekas A, Naimi T, Ghanem A, Li R, Rajanayake K, Derstine B, Ross B, Sullivan J, Yun HG, Regenbogen S, Byrn J, Su G, Wang S, Pai MP. Morphomics-informed population pharmacokinetic and physiologically-based pharmacokinetic modeling to optimize cefazolin surgical prophylaxis. Pharmacotherapy 2024; 44:77-86. [PMID: 37728152 PMCID: PMC10841046 DOI: 10.1002/phar.2878] [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: 04/14/2023] [Revised: 08/09/2023] [Accepted: 08/13/2023] [Indexed: 09/21/2023]
Abstract
INTRODUCTION Cefazolin is the leading antibiotic used to prevent surgical site infections worldwide. Consensus guidelines recommend adjustment of the cefazolin dose above and below 120 kg without regard to body composition. Algorithms exist to repurpose radiologic data into body composition (morphomics) and inform dosing decisions in obesity. OBJECTIVES To compare the current standard of body weight to morphomic measurements as covariates of cefazolin pharmacokinetics and aid dose stratification of cefazolin in patients with obesity undergoing colorectal surgery. METHODS This prospective study measured cefazolin plasma, fat, and colon tissue concentrations in colorectal surgery patients in order to develop a morphomics-informed population pharmacokinetic (PopPK) model to guide dose adjustments. A physiologically-based pharmacokinetic (PBPK) model was also constructed to inform tissue partitioning in morbidly obese patients (n = 21, body mass index ≥35 kg/m2 with one or more co-morbid conditions). RESULTS Morphomics and pharmacokinetic data were available in 58 patients with a median [min, max] weight and age of 95.9 [68.5, 148.8] kg and 55 [25, 79] years, respectively. The plasma-to-subcutaneous fat partition coefficient was predicted to be 0.072 and 0.060 by the PopPK and PBPK models, respectively. The estimated creatinine clearance (eCLcr ) and body depth at the third lumbar vertebra (body depth_L3) were identified as covariates of cefazolin exposure. The probability of maintaining subcutaneous fat concentrations above 2 μg/mL for 100% of a 4-h surgical period was below 90% when eCLcr ≥105 mL/min and body depth_L3 ≥ 300 mm and less sensitive to the rate of infusion between 5 and 60 min. CONCLUSIONS Kidney function and morphomics were more informative than body weight as covariates of cefazolin target site exposure. Data from more diverse populations, consensus on target cefazolin exposure, and comparative studies are needed before a change in practice can be implemented.
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Affiliation(s)
- Shuhan Liu
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
| | - Aleksas Matvekas
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
| | - Tamara Naimi
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
| | - Aws Ghanem
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
| | - Ruiting Li
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
| | | | - Brian Derstine
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Brian Ross
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - June Sullivan
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Hyun Gi Yun
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
| | - Scott Regenbogen
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - John Byrn
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Grace Su
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Stewart Wang
- University of Michigan, Michigan Medicine, Ann Arbor, Michigan, USA
| | - Manjunath P. Pai
- University of Michigan, College of Pharmacy, Ann Arbor, Michigan, USA
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Takayama Y, Komatsu T, Nakamura T, Tomoda Y, Toda M, Miura H, Sato T, Atsuda K, Okamoto H, Hanaki H. Association of serum and fat tissue antibiotic concentrations with surgical site infections in lower gastrointestinal surgery. Surgery 2022; 171:1000-1005. [PMID: 34772516 DOI: 10.1016/j.surg.2021.10.013] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2021] [Revised: 09/20/2021] [Accepted: 10/05/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND During surgery, the effectiveness of perioperative prophylactic antibiotic administration against surgical site infections is inferred from serum concentrations and not from tissues where local infections occur. This study aimed to measure the serum and tissue concentrations of cefmetazole in colorectal surgery cases to clarify whether there is an association between the incidence of surgical site infections and antibiotic concentrations. METHODS This prospective cohort study was performed at a single tertiary care center. The data of 105 patients who underwent colorectal surgery between October 2017 and September 2019 were evaluated. The primary outcome was the incidence of surgical site infections. Univariate analysis was performed to investigate the association between surgical site infections, perioperative factors, and the serum and tissue concentrations of cefmetazole. RESULTS The incidence of surgical site infections was 13/105 (12.4%). Cefmetazole concentrations were measured at initial incision (serum; 101 vs 93.1 mg/L, P = .75, subcutaneous fat tissue; 2.8 vs 3.7 mg/g, P = .15), intestinal resection (serum; 35.1 vs 36.7 mg/L, P = .63, mesenteric adipose tissue; 1.3 vs 1.7 mg/g, P = .55), and at skin closure (serum; 34.5 vs 44.8 mg/L, P = .18, subcutaneous fat tissue; 1.0 vs 2.2 mg/g, P = .09). In univariate analysis with P ≤ .10, cefmetazole concentration in subcutaneous fat tissue at skin closure was found to be a significant risk factor for surgical site infections. Age, additional intraoperative administration of cefmetazole, and creatinine clearance were also significant risk factors for the occurrence of surgical site infections. CONCLUSION Low subcutaneous fat cefmetazole concentrations at skin closure during gastrointestinal operations may also be involved in the occurrence of surgical site infections.
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Affiliation(s)
- Yoko Takayama
- Department of Infection Control and Infectious Diseases, Research and Development Center for New Medical Frontiers, Kitasato University School of Medicine, Kanagawa, Japan; Department of Infection Control and Prevention, Kitasato University Hospital, Kanagawa, Japan.
| | - Toshiaki Komatsu
- Department of Pharmacy, Kitasato University Hospital, Kanagawa, Japan
| | | | - Yoshinori Tomoda
- Laboratory of Clinical Pharmacokinetics, Research and Education Center for Clinical Pharmacy, Kitasato University School of Pharmacy, Kanagawa, Japan
| | - Masaya Toda
- Department of Anesthesiology, Kitasato University School of Medicine, Kanagawa, Japan
| | - Hirohisa Miura
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Takeo Sato
- Department of Lower Gastrointestinal Surgery, Kitasato University School of Medicine, Kanagawa, Japan
| | - Koichiro Atsuda
- Pharmacy Practice and Science I, Research and Education Center for Clinical Pharmacy, Kitasato University School of Pharmacy, Tokyo, Japan
| | - Hirotsugu Okamoto
- Department of Anesthesiology, Kitasato University School of Medicine, Kanagawa, Japan
| | - Hideaki Hanaki
- Omura Satoshi Memorial Institute, Kitasato University, Tokyo, Japan
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Population pharmacokinetic model of cefazolin in total hip arthroplasty. Sci Rep 2021; 11:19763. [PMID: 34611213 PMCID: PMC8492877 DOI: 10.1038/s41598-021-99162-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 09/13/2021] [Indexed: 02/02/2023] Open
Abstract
Cefazolin is an antibiotic recommended for infection prevention in total hip arthroplasty (THA). However, the dosing regimen necessary to achieve therapeutic concentrations in obese patients remains unclear. The aim of this study was to conduct a population analysis of cefazolin pharmacokinetics (PK) and assess whether cefazolin administration should be weight adapted in THA. Adult patients undergoing THA surgery received an injection of 2000 mg of cefazolin, doubled in the case of BMI > 35 kg/m2 and total body weight > 100 kg. A population PK study was conducted to quantify cefazolin exposure over time compared to the therapeutic concentration threshold. A total of 484 cefazolin measurements were acquired in 100 patients, of whom 29% were obese. A 2-compartment model best fitted the data, and creatinine clearance determined interpatient variability in elimination clearance. Our PK simulations using a 2000 mg cefazolin bolus showed that cefazolin concentrations remained above the threshold throughout surgery, regardless of weight or renal function. A 2000 mg cefazolin single injection without adaptation to weight or renal function and without intraoperative reinjection was efficient in maintaining therapeutic concentrations throughout surgery. The optimal target concentration and necessary duration of its maintenance remain unclear.
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