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Kolek M, Ďuricová J, Brozmanová H, Šištík P, Juřica J, Kaňková K, Motyka O, Kacířová I. Vancomycin wound penetration in open-heart surgery patients receiving negative pressure wound therapy for deep sternal wound infection. Ann Med 2025; 57:2444544. [PMID: 39711425 PMCID: PMC11703014 DOI: 10.1080/07853890.2024.2444544] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 09/27/2024] [Accepted: 11/18/2024] [Indexed: 12/24/2024] Open
Abstract
INTRODUCTION It is hypothesized that systemically administered antibiotics penetrate wound sites more effectively during negative pressure wound therapy (NPWT). However, there is a lack of clinical data from patients who receive NPWT for deep sternal wound infection (DSWI) after open-heart surgery. Here, we evaluated vancomycin penetration into exudate in this patient group. PATIENTS AND METHODS For this prospective observational study, we enrolled 10 consecutive patients treated with NPWT for post-sternotomy DSWI. On the first sampling day, serum and exudate samples were synchronously collected at 0 (pre-dose), 0.5, 1, 2, 3 and 6 h after vancomycin administration. On the following three consecutive days, additional samples were collected, only before vancomycin administration. RESULTS The ratio of average vancomycin concentration in wound exudate to in serum was higher for free (unbound) (1.51 ± 0.53) than for total (bound + unbound) (0.91 ± 0.29) concentration (p = 0.049). The percentage of free vancomycin was higher in wound exudate than serum (0.79 ± 0.19 vs. 0.46 ± 0.16; p = 0.04). Good vancomycin wound penetration was maintained on the following three days (vancomycin trough exudate-to-serum concentration ratio > 1). The total hospital stay was significantly longer in patients with DSWI (46 ± 11.6 days) versus without DSWI (14 ± 11.7 days) (p < 0.001). There was no in-hospital or 90-day mortality. Two patients experienced late DSWI recurrence. All-cause mortality was 4.8% during a median follow-up of 2.5 years. CONCLUSION Vancomycin effectively penetrates wound exudate in patients receiving NPWT for DSWI after open-heart surgery.The protocol for this study was registered at ClinicalTrials.gov on July 16, 2024 (NCT06506032).
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Affiliation(s)
- Martin Kolek
- Department of Cardiac Surgery, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Clinic Subjects, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Jana Ďuricová
- Department of Clinical Pharmacology, Institute of Laboratory Medicine, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Clinical Pharmacology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Hana Brozmanová
- Department of Clinical Pharmacology, Institute of Laboratory Medicine, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Clinical Pharmacology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Pavel Šištík
- Department of Clinical Pharmacology, Institute of Laboratory Medicine, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Clinical Pharmacology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
| | - Jan Juřica
- Department of Pharmacology, Faculty of Medicine, Masaryk University, Brno, Czech Republic
- Hospital Pharmacy, Masaryk Memorial Cancer Institute, Brno, Czech Republic
| | - Klára Kaňková
- Department of Cardiac Surgery, University Hospital Ostrava, Ostrava, Czech Republic
| | - Oldřich Motyka
- Department of Environmental Engineering, Faculty of Mining and Geology, VŠB - Technical University of Ostrava, Ostrava, Czech Republic
| | - Ivana Kacířová
- Department of Clinical Pharmacology, Institute of Laboratory Medicine, University Hospital Ostrava, Ostrava, Czech Republic
- Department of Clinical Pharmacology, Faculty of Medicine, University of Ostrava, Ostrava, Czech Republic
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Johnson-Louis KLT, Nguyen ML, K Zvonar R. A Comparison of Vancomycin Area Under the Curve and Trough Concentration in Specific Populations. J Pharm Pract 2025; 38:305-313. [PMID: 39348402 DOI: 10.1177/08971900241287274] [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] [Indexed: 10/02/2024]
Abstract
Background: Vancomycin is an antibiotic known to cause nephrotoxicity, particularly when a vancomycin trough of 15 to 20 mg/L, a surrogate for an area under the curve (AUC) of at least 400 mgh/L, is targeted. Although monitoring vancomycin AUC is more resource intensive, it may especially benefit populations expected to be at higher risk of nephrotoxicity. Objective: To describe the proportion of discordance between vancomycin AUC and trough concentration in targeted high-risk populations. Methods: A prospective observational review was conducted on adults receiving intravenous vancomycin for more than 48 hours from May 9 to June 3, 2022. Patients included were elderly, obese, had renal dysfunction, and/or received 4 grams or more of vancomycin daily with a pending vancomycin trough concentration. A peak concentration was ordered by a project team member to calculate AUC to assess discordance. Results: A total of 47 patients were included with 87 vancomycin minimum concentration (Cmin)/AUC pairs analyzed. Discordance was observed in 52.9% of Cmin/AUC pairs in the entire cohort. The majority (79%) of the 43 Cmin levels <15 mg/L had an associated AUC >400 mgh/L and 57% of 21 Cmin levels within the 15 to 20 mg/L range had an AUC >600 mgh/L. Conclusion: A high degree of discordance between vancomycin Cmin and AUC was present in patients considered to be at high risk of nephrotoxicity. Monitoring vancomycin AUC in these patients may reduce the risk of nephrotoxicity.
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Affiliation(s)
| | - My-Linh Nguyen
- Pharmacy Department, The Ottawa Hospital, Ottawa ON, Canada
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Illamola SM, Bhongsatiern J(JJ, Birnbaum AK, Kumar SS, Courter JD, Haslam DB, Allegaert K, Reith DM, Desai PB, Sherwin CM. Vancomycin dosing in neonates: enhancing outcomes using population pharmacokinetics and simulation. FRONTIERS IN ANTIBIOTICS 2025; 4:1568931. [PMID: 40406542 PMCID: PMC12095254 DOI: 10.3389/frabi.2025.1568931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/30/2025] [Accepted: 04/09/2025] [Indexed: 05/26/2025]
Abstract
Introduction Optimizing vancomycin dosing in neonates is a critical yet complex goal. Traditional trough concentration-based dosing strategies correlate poorly with therapeutic efficacy and often fail to account for the significant renal function variability and drug clearance in neonates. The 24-hour area under the concentration-time curve to minimum inhibitory concentration (AUC24/MIC) ≥ 400 mg h/L has emerged as a superior pharmacodynamic target. Population pharmacokinetics (PopPK) models allow optimized dosing by incorporating neonatal-specific factors such as postmenstrual age (PMA), gestational age (GA), serum creatinine (SCr), and weight. Objective To develop optimized vancomycin dosing regimens for neonates that achieve an 80% probability of target attainment (PTA) for an AUC24/MIC ≥ 400 mg h/L across diverse clinical cohorts and simulated neonatal populations. Methods Real-world data from three international centers (Belgium, New Zealand, USA), including 610 individuals and 2399 vancomycin concentrations, were used to externally evaluate a previously published PopPK model (NONMEM®). Missing data, including body weight, were imputed using Amelia II version 1.7.3 for R, while Zelig for R integrated multiple imputed datasets. A virtual population of 10,000 neonates was independently generated using MATLAB to simulate clinical scenarios considering covariates such as PMA, GA, SCr, body weight, and imputed body length. Results Simulations showed that PMA and SCr were key covariates that significantly improved PTA, particularly in preterm neonates. Preterm neonates achieved PTAs of 80% with daily doses of 30 or 40 mg/kg/day, while term neonates required 15 mg/kg every 8 hours or 20 mg/kg every 12 hours. The simulations demonstrated that these optimized dosing strategies achieved an 80% PTA for AUC24/MIC ≥ 400 mg h/L in the virtual neonatal population. For neonates with PMA < 29 weeks and SCr > 0.6 mg/dL, including SCr as a covariate increased the likelihood of achieving the target from 65% to 87%. Conclusion Incorporating developmental factors like PMA and SCr into vancomycin dosing strategies achieved robust and clinically relevant outcomes. The optimized regimens achieved an 80% PTA for the AUC24/MIC target for preterm and term neonates. These findings offer a scalable framework for improving neonatal vancomycin pharmacotherapy across diverse populations and clinical settings.
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Affiliation(s)
- Sílvia M. Illamola
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, United States
| | - Jiraganya (JJ) Bhongsatiern
- Department of Pharmaceutical Sciences, University of Cincinnati, Cincinnati, OH, United States
- Quantitative Pharmacology, Regeneron Pharmaceuticals, Tarrytown, NY, United States
| | - Angela K. Birnbaum
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, United States
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, United States
| | - Shaun S. Kumar
- Clinical Pharmacology Modeling Simulation, Parexel International, Sydney, NSW, Australia
| | - Joshua D. Courter
- Pharmacy, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - David B. Haslam
- Division of Infectious Diseases, Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States
| | - Karel Allegaert
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
- Department of Development and Regeneration, KU Leuven, Leuven, Belgium
- Department of Hospital Pharmacy, Erasmus MC, Rotterdam, Netherlands
| | - David M. Reith
- Office of the Dean, Dunedin School of Medicine, University of Otago, Dunedin, New Zealand
| | - Pankaj B. Desai
- Department of Pharmaceutical Sciences, University of Cincinnati, Cincinnati, OH, United States
| | - Catherine M. Sherwin
- Department of Experimental and Clinical Pharmacology, College of Pharmacy, University of Minnesota, Minneapolis, MN, United States
- Division of Clinical Pharmacology, Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, United States
- Department of Pharmacology and Toxicology, Wright State University Boonshoft School of Medicine, Dayton, OH, United States
- Internal Medicine, UWA Medical School, The University of Western Australia, Perth, WA, Australia
- Clinical Pharmacology and Pharmacometrics, Differentia Biotech Ltd., San Francisco, CA, United States
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Barrons R, Chiyaka E. Implementation of AUC-Guided Vancomycin Dosing: What Role Remains for Trough-Only Monitoring? A Retrospective, Cohort Study. J Pharm Pract 2025:8971900251338904. [PMID: 40326023 DOI: 10.1177/08971900251338904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/07/2025]
Abstract
BACKGROUND The 2020 consensus guidelines for drug monitoring of vancomycin recommended AUC-guided dosing to reduce acute kidney injury (AKI) and improve clinical outcomes in patients with serious methicillin-resistant Staphylococcus aureus (MRSA) infections previously managed with trough concentrations of 15-20 mg/L. OBJECTIVES To determine if AUC-guided dosing of vancomycin reduces AKI and improves clinical outcomes including non-invasive infections with S. aureus compared with trough-only dosing broadened to concentrations of 10-20 mg/L. METHODS A retrospective, single-center, cohort study was conducted over 12 months comparing Bayesian software-guided AUC-dosing with trough-only dosing. Information collected included patient demographics, co-morbidities, concurrent nephrotoxins, assessment measures of drug exposure, and patient outcomes. Nominal data were analyzed using the chi-square test, and continuous data using the independent t test. RESULTS Based on the Kidney Disease Improving Global Outcomes (KDIGO) criteria, the incidence of AKI was 7.65% and 6.06% (P = 0.56), among 183 patients in the AUC-guided and 165 subjects in the trough-only groups, respectively. Individuals in the trough-only group were younger, had fewer co-morbidities and admissions to the ICU. A lower incidence of AKI findings among trough-only subjects was likely a result of the duration of therapy (mean of 4.2 days), mean trough concentrations <15 mg/L, and fewer concurrent nephrotoxins. AUC-guided dosing significantly reduced the total daily dose, 2.29 vs 2.54 g/day (P = 0.01), but provided no significant reductions in cumulative dose, duration of therapy, length of hospital stays, or overall patient outcomes. CONCLUSION AUC-guided vancomycin dosing did not reduce the incidence of AKI nor impact patient outcomes vs trough-only dosing. Successful clinical outcomes with lower average trough concentrations may have resulted from the treatment of nonbacteremic skin soft tissue infections (SSTI), suggesting an indication for further exploration of vancomycin dosing strategies.
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Park KJ, Wininger AE, Sullivan TC, Varghese B, Clyburn TA, Incavo SJ. Superior Clinical Results with Intraosseous Vancomycin in Primary Total Knee Arthroplasty. J Arthroplasty 2025:S0883-5403(25)00467-X. [PMID: 40334953 DOI: 10.1016/j.arth.2025.04.074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/18/2024] [Revised: 04/28/2025] [Accepted: 04/28/2025] [Indexed: 05/09/2025] Open
Abstract
INTRODUCTION Periprosthetic joint infection (PJI) remains a feared complication after total knee arthroplasty (TKA). This study reports updated outcomes of the incidence of PJI, adverse reactions, and complications of our cohort with increased clinical follow-up of our previous study reported in 2021. METHODS A retrospective review of 1,923 knees that received either IV or IO vancomycin during primary TKA between May 2016 and May 2023 with a minimum 90-day follow-up (mean 913 ± 611 days). There were 564 cases in the IV group and 1,359 in the IO group. The IV group received a weight-based dose of vancomycin before incision, and the IO group received 500 mg of vancomycin in the proximal tibia after tourniquet inflation. All patients received a weight-based dose of IV cefazolin perioperatively. The 2018 International Consensus Meeting criteria were used to diagnose PJI. Acute kidney injury (AKI) was defined as a creatinine increase of 0.3 mg/dL. RESULTS The IO group demonstrated a significantly lower incidence of PJI compared to the IV group at 90-day (0.5 versus 1.6%, P = 0.018), 1-year (0.7 versus 1.8%, P = 0.048), and 2-year (0.9 versus 2.4%, P = 0.032) follow-up. Additionally, there was a lower incidence of non-operative wound complications requiring oral antibiotics in the IO group at 30-day (2.3 versus 4.3%, P = 0.023) and at 90-day (2.5 versus 5.4%, P = 0.003) follow-up. There was a lower incidence of AKI in the IO group (1.6 versus 3.2%, P = 0.078), but this did not reach statistical significance. There was no difference in the incidence of deep vein thrombosis, pulmonary embolism, or operative wound complications. CONCLUSIONS Intraosseous vancomycin demonstrated superior clinical outcomes over IV vancomycin with a reduced incidence of PJI at 90-day, 1- and 2-year follow-up after primary TKA. Additional benefits of IO vancomycin were a reduction in non-operative wound complications through 90-day follow-up and a non-statistically significant reduction in the incidence of AKI.
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Affiliation(s)
- Kwan J Park
- Houston Methodist Hospital, Houston Methodist Orthopedics & Sports Medicine 6445 Main St. Outpatient Center, Suite 2500, Houston, Texas 77030.
| | - Austin E Wininger
- Houston Methodist Hospital, Houston Methodist Orthopedics & Sports Medicine 6445 Main St. Outpatient Center, Suite 2500, Houston, Texas 77030
| | - Thomas C Sullivan
- Houston Methodist Hospital, Houston Methodist Orthopedics & Sports Medicine 6445 Main St. Outpatient Center, Suite 2500, Houston, Texas 77030
| | - Blesson Varghese
- Houston Methodist Hospital, Houston Methodist Orthopedics & Sports Medicine 6445 Main St. Outpatient Center, Suite 2500, Houston, Texas 77030
| | - Terry A Clyburn
- Houston Methodist Hospital, Houston Methodist Orthopedics & Sports Medicine 6445 Main St. Outpatient Center, Suite 2500, Houston, Texas 77030
| | - Stephen J Incavo
- Houston Methodist Hospital, Houston Methodist Orthopedics & Sports Medicine 6445 Main St. Outpatient Center, Suite 2500, Houston, Texas 77030
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Morimoto W, Alavi M, Campbell CI, Silverman M. Monitoring strategies and vancomycin-associated acute kidney injury in patients treated at home. J Antimicrob Chemother 2025; 80:1386-1393. [PMID: 40094925 DOI: 10.1093/jac/dkaf086] [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: 11/13/2024] [Accepted: 03/01/2025] [Indexed: 03/19/2025] Open
Abstract
OBJECTIVES The 2020 vancomycin consensus guidelines recommend AUC-guided dosing over trough-based dosing to decrease nephrotoxicity. This study was performed to add data comparing these dosing methods in the outpatient setting. METHODS This retrospective cohort study compared trough-guided versus AUC-guided dosing in patients receiving vancomycin through two home infusion pharmacies (HIPs). Multivariate analysis was performed to report adjusted relative risks, adjusting for patient demographics and clinical characteristics. Eligible patients were ≥18 years old, had an absolute neutrophil count of ≥1000 cells/mm3, a baseline serum creatinine of <2.0 mg/dL at HIP intake, and ≥7 days of IV vancomycin at home. Primary outcome was rate of acute kidney injury (AKI) events, defined as the number of AKI events per treatment days. Secondary outcomes were rate of 30 day hospital readmission and number of HIP interventions (vancomycin dose changes). RESULTS Six hundred and sixty patients were included (303 trough, 357 AUC). The mean number of AKI events was 0.84 per treatment day for trough-guided versus 0.63 for AUC-guided dosing (P = 0.11). In adjusted models, there were no significant associations between the exposure and AKI events [relative risk (RR) = 0.8, 95% CI 0.5-1.2, P = 0.26], 30 day hospital readmissions (RR 1.0, 95% CI 0.8-1.3, P = 0.71) or number of pharmacy interventions (RR = 1.0, 95% CI 0.9-1.2, P = 0.67). CONCLUSIONS There was no significant difference in AKI rates among patients receiving vancomycin via trough- or AUC-guided monitoring and dosing through a HIP. Further evaluation is needed to determine how to improve AKI rates using AUC-guided monitoring and dosing among patients receiving vancomycin therapy at home.
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Affiliation(s)
- Wendy Morimoto
- Berkeley Regional Home Infusion Pharmacy, Kaiser Permanente Northern California, 1795 Second St, Suite B, Berkeley, CA 94710, USA
| | - Mubarika Alavi
- Division of Research, Kaiser Permanente Northern California, Pleasanton, CA, USA
| | - Cynthia I Campbell
- Division of Research, Kaiser Permanente Northern California, Pleasanton, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA, USA
| | - Meredith Silverman
- The Permanente Medical Group, Kaiser Permanente Northern California, Walnut Creek, CA 94596, USA
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Marovič A, Vovk T, Petre M. Navigating Vancomycin and Acute Kidney Injury: AUC- vs. Trough-Guided Monitoring in Initial and Steady-State Therapy. Antibiotics (Basel) 2025; 14:438. [PMID: 40426505 PMCID: PMC12108214 DOI: 10.3390/antibiotics14050438] [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: 03/03/2025] [Revised: 04/16/2025] [Accepted: 04/24/2025] [Indexed: 05/29/2025] Open
Abstract
Background/Objectives: Vancomycin, a glycopeptide antibiotic used for gram-positive infections, is associated with acute kidney injury (AKI). Therapeutic drug monitoring (TDM) is recommended to minimize this risk while ensuring therapeutic efficacy. This study evaluated whether AUC-guided monitoring improved patient safety compared to traditional trough-guided monitoring. Methods: A retrospective observational cohort study was conducted at the University Medical Centre Maribor, Slovenia, involving patients receiving intravenous vancomycin. One cohort was managed using trough-guided monitoring (n = 85), while the other was monitored using the AUC-guided approach (n = 139). The primary outcome was AKI incidence, and secondary outcomes included renal replacement therapy and mortality. Risk factors for AKI were identified, and pharmacokinetic parameters were evaluated at vancomycin therapy initiation and steady state. Results: The incidence of AKI was 20% in the trough-guided group and 18% in the AUC-guided group (p = 0.727). Secondary outcomes were similar in both cohorts. Risk factors for AKI included older age (OR 1.04; p = 0.042), higher steady-state AUC (OR 1.01; p < 0.001), longer duration of concomitant nephrotoxic therapy (OR 1.06; p = 0.019), and concomitant use of loop diuretics (OR 2.46; p = 0.045). Steady-state AUC values and trough levels (AUC0-24ss, AUC24-48ss, AUC0-48ss, and Cmin48ss) were significantly lower in the AUC-guided group, which was further reflected in the lower percentage of patients exceeding the AUC > 600 mg·h/L threshold at steady state. Conclusions: Although AKI incidence was lower in the AUC-guided group, the difference did not reach statistical significance. However, lower AUC values and trough levels in the AUC-guided group at steady state suggest a trend toward reduced vancomycin exposure and toxicity.
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Affiliation(s)
- Astrid Marovič
- Central Pharmacy, University Medical Centre Maribor, Ljubljanska ulica 5, 2000 Maribor, Slovenia;
| | - Tomaž Vovk
- Faculty of Pharmacy, University of Ljubljana, Aškerčeva cesta 7, 1000 Ljubljana, Slovenia;
| | - Maja Petre
- Central Pharmacy, University Medical Centre Maribor, Ljubljanska ulica 5, 2000 Maribor, Slovenia;
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Nguyen TQN, Le DQ, Hoang TMH, Tran DX. Staphylococcus aureus pneumonia in neonates: clinical patterns, laboratory findings and outcomes. Pediatr Neonatol 2025:S1875-9572(25)00081-6. [PMID: 40280778 DOI: 10.1016/j.pedneo.2025.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Revised: 02/12/2025] [Accepted: 03/03/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND Staphylococcus aureus (SA) pneumonia is a leading cause of neonatal morbidity and mortality, particularly with methicillin-resistant Staphylococcus aureus (MRSA). Despite its prevalence, limited studies have focused on clinical presentation, antimicrobial resistance patterns, and outcomes of SA pneumonia in neonates. This study aimed to explore the clinical features, laboratory findings, and outcomes of neonates with SA pneumonia at the National Children's Hospital, Vietnam. METHODS We conducted a retrospective observational study on 31 neonates diagnosed with SA pneumonia from January 2022 to June 2023. Clinical data, including demographic details, symptoms, white blood cell (WBC) count, C-reactive protein (CRP) levels, antimicrobial susceptibility, and radiological findings, were collected. We analyzed the antibiotic resistance patterns of SA and evaluated factors associated with vancomycin treatment failure. RESULTS Of the 31 neonates, 96.8 % were diagnosed with MRSA pneumonia. The main clinical symptoms were fever (77.4 %), tachypnea (83.9 %), and chest retraction (80.6 %). SA was primarily isolated from endotracheal fluid (71.0 %), pleural fluid (41.9 %), and both combined (51.6 %) with positive blood cultures. Complications were common, with pleural effusion in 54.8 %, pneumothorax in 48.4 %, necrotizing pneumonia in 25.8 %, and lung abscess in 29.0 % of cases. Vancomycin was the primary antibiotic administered, though treatment failure occurred in 38.7 % of cases, necessitating alternative antibiotics, particularly in patients with severe illness requiring mechanical ventilation, vasopressor support, and elevated CRP levels (>15 mg/L). Most strains were resistant to beta-lactam antibiotics but sensitive to vancomycin, linezolid, ciprofloxacin, and levofloxacin. The average hospital stay was 24.4 ± 12.6 days, with a mortality rate of 12.9 %, mainly due to severe respiratory failure and septic shock. CONCLUSION These findings highlight the critical importance of early diagnosis, optimized antibiotic therapy, and careful monitoring to reduce complications and improve survival outcomes in neonates with SA pneumonia.
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Affiliation(s)
- Thi Quynh Nga Nguyen
- Department of Pediatrics, Hanoi Medical University, Viet Nam; Neonatal Center, Vietnam National Children's Hospital, Viet Nam.
| | - Duc Quang Le
- Department of Pediatrics, Hanoi Medical University, Viet Nam
| | | | - Dang Xoay Tran
- Pediatric Intensive Care Unit, Vietnam National Children's Hospital, Viet Nam
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Hou P, Wang S, Shao Z, Tang Y, Wang W, Fang L, Lin B, Zhu Y, Xu RH, Li J. Off-Target Interactions of Vancomycin with Vascular Wall Involving Elastin-Induced Self-Assembly. Anal Chem 2025; 97:7107-7117. [PMID: 40139948 DOI: 10.1021/acs.analchem.4c06259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2025]
Abstract
Off-target effects, which arise from drug interactions in nontarget tissues, can lead to unfavored side effects. The treatment efficacy of vancomycin (Vanco) in Gram-positive bacterial infections is often compromised by the frequent occurrence of Vanco-induced vascular injury. However, the potential targets and underlying molecular mechanisms of this phenomenon remain unclear. Here, we developed multidimensional two-photon imaging for dynamic tracking of fluorescently labeled Vanco in vivo, characterizing the molecular behavior of Vanco in situ after administration and providing the first direct evidence of its interactions with vascular wall. Morphological analysis combined with colocalization imaging identified elastin within the vascular wall as the molecular target. After binding, Vanco underwent self-assembly into forming irregular nanoaggregates, primarily driven by electrostatic and hydrophobic forces. This persistent binding and self-assembly on the elastic lamina resulted in significant endothelial cytotoxicity and subsequent apoptosis, suggesting a mechanistic link to the vascular injury observed in clinical settings. Taken together, our findings revealed off-target molecular interactions between Vanco and vascular elastin in situ, highlighting the importance of considering unintended drug-vascular interactions.
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Affiliation(s)
- Peidong Hou
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
- Faculty of Health Sciences and UM-Hangzhou Institute of Medicine (HIM) of the Chinese Academy of Sciences (CAS) Joint Laboratory, University of Macau, Macao SAR 999078, P. R. China
| | - Sipei Wang
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
| | - Zhentao Shao
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
| | - Yiyuan Tang
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
| | - Wei Wang
- State Key Laboratory of Genetic Engineering, Fudan Microbiome Center, Department of Microbiology, School of Life Sciences, Fudan University, Shanghai 200438, P. R. China
| | - Luo Fang
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
| | - Bin Lin
- Department of Pharmacy, Changxing People's Hospital; Changxing Branch, Second Affiliated Hospital of Zhejiang University School of Medicine, Key Laboratory of Intelligent Pharmacy and Individualized Therapy of Huzhou, Huzhou, Zhejiang 313100, P. R. China
| | - Yingdi Zhu
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
| | - Ren-He Xu
- Faculty of Health Sciences and UM-Hangzhou Institute of Medicine (HIM) of the Chinese Academy of Sciences (CAS) Joint Laboratory, University of Macau, Macao SAR 999078, P. R. China
| | - Juan Li
- Zhejiang Cancer Hospital, The Key Laboratory of Zhejiang Province for Aptamers and Theranostics, Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences, Hangzhou, Zhejiang 310022, P. R. China
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Kumaran K, Vasudevan AK, Jayakumar R, Biswas R. Injectable vancomycin loaded hyaluronic acid-chitosan hydrogel for the treatment of Staphylococcus aureus septic arthritis. Carbohydr Res 2025; 550:109384. [PMID: 39826274 DOI: 10.1016/j.carres.2025.109384] [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: 09/11/2024] [Revised: 12/09/2024] [Accepted: 01/13/2025] [Indexed: 01/22/2025]
Abstract
Staphylococcus aureus (S. aureus) is a Gram positive opportunistic pathogen and a major cause for bacterial septic arthritis. Vancomycin is the preferred antibiotic for the treatment of methicillin resistance S. aureus septic arthritis. Patients undergoing vancomycin treatment need to be hospitalized and their serum vancomycin level should be monitored, as increase in vancomycin concentration in serum may lead to hepatotoxicity. To overcome vancomycin mediated cytotoxicity, we have prepared a local injectable delivery system by incorporating vancomycin into hyaluronic acid (HA)-chitosan (van-HA-chitosan) hydrogel. The prepared van-HA-chitosan hydrogel was characterized using Fourier Transform Infrared Spectroscopy (FTIR) and rheometer. The van-HA-chitosan hydrogel is injectable, has shear thinning behaviour; and is hemo- and cyto-compatible. In vitro drug release assay showed that 95 % of vancomycin was released from the hydrogel in 8 days. Under in vitro conditions the load of S. aureus decreased from 6.4 Log10 CFU/ml to 3.5 Log10 CFU/ml when treated with van-HA-chitosan hydrogel for 6 h. Significant decrease in bacterial counts was observed when S. aureus infected synovial fluid and bone samples were treated with van-HA-chitosan hydrogel. Our results suggest that the prepared van-HA-chitosan could be used for the treatment of septic arthritis caused by S. aureus.
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Affiliation(s)
- K Kumaran
- School of Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi, 682041, India
| | - Anil Kumar Vasudevan
- Department of Microbiology, Amrita Institute of Medical Sciences and Research Centre (AIMS), Amrita Vishwa Vidyapeetham, Kochi, 682041, India
| | - R Jayakumar
- School of Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi, 682041, India.
| | - Raja Biswas
- School of Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Kochi, 682041, India.
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Lee YW, Kim JH, Park JJ, Park H, Seo H, Kim YK. Development and external validation of a machine learning model to predict the initial dose of vancomycin for targeting an area under the concentration-time curve of 400-600 mg∙h/L. Int J Med Inform 2025; 196:105817. [PMID: 39893767 DOI: 10.1016/j.ijmedinf.2025.105817] [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: 08/27/2024] [Revised: 12/30/2024] [Accepted: 01/28/2025] [Indexed: 02/04/2025]
Abstract
PURPOSE To develop and validate a novel artificial intelligence model for predicting the initial empiric dose of vancomycin, with the aim of achieving an area under the concentration-time curve (AUC) of 400-600 mg∙h/L, using individual clinical data. METHODS Machine learning models were developed and validated internally and externally using data from adult patients who received intravenous vancomycin treatment between November 2020 and June 2023, using records from July to September 2023, sourced from two hospitals. This study included 205, 44, and 35 patients in the training, internal validation, and external validation sets, respectively. The Random Forest, XGBoost, and Ensemble models were evaluated based on the mean squared error, root mean squared error, R-squared value, and accuracy (±20 % of the actual dose). FINDINGS In internal validation, the Random Forest model achieved the highest 20% Accuracy at 56.8%, while the XGBoost model achieved 56.8% and Voting Ensemble models attained 54.5% accuracy. In external validation, the XGBoost model achieved the highest 20% Accuracy at 74.3%, followed by Random Forest and Voting Ensemble, both also achieving 74.3% accuracy. The estimated glomerular filtration rate was the most significant predictor in all models, with body weight, serum creatinine, height, and age also prominently influencing the XGBoost model's predictions. IMPLICATIONS The proposed model is capable of accurately predicting the optimal dose of vancomycin, which could aid physicians in making more informed treatment decisions regarding early therapy, particularly when AUC estimation systems are not accessible or readily available in routine clinical practice.
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Affiliation(s)
- Yun Woo Lee
- Division of Infectious Diseases, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Republic of Korea
| | - Ji-Hun Kim
- Department of Emergency Medicine, The Catholic University of Korea, Uijeongbu St. Mary's Hospital, Uijeongbu, Gyeonggi-do, Republic of Korea
| | - Jin Ju Park
- Division of Infectious Diseases, Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea
| | - Hyejin Park
- Division of Infectious Diseases, Department of Internal Medicine, Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Republic of Korea
| | - Hyeonji Seo
- Division of Infectious Diseases, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Republic of Korea
| | - Yong Kyun Kim
- Division of Infectious Diseases, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Republic of Korea.
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12
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Katip W, Lee SWH, Kasatpibal N, Rayanakorn A. Systematic review and meta-analysis of vancomycin therapeutic level for treatment of vancomycin-sensitive enterococcal infections. Br J Clin Pharmacol 2025; 91:1250-1262. [PMID: 39648680 PMCID: PMC11999052 DOI: 10.1111/bcp.16362] [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: 05/18/2024] [Revised: 11/05/2024] [Accepted: 11/16/2024] [Indexed: 12/10/2024] Open
Abstract
AIMS Evidence on the optimal targets of vancomycin for treating other Gram-positive infections apart from methicillin-resistant Staphylococcus aureus (MRSA) is lacking. This review aims to identify the recommended vancomycin therapeutic level for favourable clinical outcomes among patients infected with vancomycin-sensitive enterococcal infections. METHODS Analytical studies describing the vancomycin levels of vancomycin-sensitive enterococcal infections among adult population were searched. The primary outcome was 30-day all-cause mortality, and the secondary outcomes were clinical failure and nephrotoxicity. Study characteristics were extracted and pooled using random-effects meta-analysis. The study quality was assessed using the Joanna Briggs Institute critical appraisal tool. RESULTS A total of nine retrospective cohorts studies involving 1013 patients with vancomycin-sensitive enterococci were included. The meta-analysis found that high area under the curve to minimum inhibitory concentration ratio (AUC/MIC) of vancomycin ≥ 389 mg*h/L significantly lowered the 30-day mortality (odds ratio [OR], 0.44, 95% confidence interval [CI], 0.26-0.75). Analysis of the target AUC/MIC showed that high vancomycin AUC/MIC (≥ 389-400 mg*h/L) significantly reduced clinical failure rate (OR 0.59, 95% CI 0.37-0.94). The mortality and treatment failure rates did not differ significantly between those with high or low trough levels. Higher vancomycin AUC/MIC and trough levels were significantly associated with increased nephrotoxicity (OR 3.11, 95% CI 1.65-5.89; OR 2.95, 95% CI 1.60-5.44, respectively). CONCLUSIONS The use of a higher vancomycin AUC/MIC concentration can be effective to reduce 30-day mortality and clinical failure but this needs to take into consideration the risk of nephrotoxicity. Well-conducted prospective studies are warranted due to the scarcity of evidence.
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Affiliation(s)
- Wasan Katip
- Department of Pharmaceutical Care, Faculty of PharmacyChiang Mai UniversityChiang MaiThailand
- Epidemiological and Innovative Research Group for Infectious Diseases (EIRGID)Chiang Mai UniversityChiang MaiThailand
| | - Shaun Wen Huey Lee
- School of PharmacyMonash University Malaysia, Jalan Lagoon SelatanBandar SunwaySelangorMalaysia
| | - Nongyao Kasatpibal
- Epidemiological and Innovative Research Group for Infectious Diseases (EIRGID)Chiang Mai UniversityChiang MaiThailand
- Division of Nursing Science, Faculty of NursingChiang Mai UniversityChiang MaiThailand
| | - Ajaree Rayanakorn
- Epidemiological and Innovative Research Group for Infectious Diseases (EIRGID)Chiang Mai UniversityChiang MaiThailand
- Department of Pharmacology, Faculty of MedicineChiang Mai UniversityChiang MaiThailand
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13
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Lee H, Kim YJ, Kim JH, Kim SK, Jeong TD. Optimizing Initial Vancomycin Dosing in Hospitalized Patients Using Machine Learning Approach for Enhanced Therapeutic Outcomes: Algorithm Development and Validation Study. J Med Internet Res 2025; 27:e63983. [PMID: 40163845 PMCID: PMC11997519 DOI: 10.2196/63983] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 11/13/2024] [Accepted: 03/10/2025] [Indexed: 04/02/2025] Open
Abstract
BACKGROUND Vancomycin is commonly dosed using standard weight-based methods before dose adjustments are made through therapeutic drug monitoring (TDM). However, variability in initial dosing can lead to suboptimal therapeutic outcomes. A predictive model that personalizes initial dosing based on patient-specific pharmacokinetic factors prior to administration may enhance target attainment and minimize the need for subsequent dose adjustments. OBJECTIVE This study aimed to develop and evaluate a machine learning (ML)-based algorithm to predict whether an initial vancomycin dose falls within the therapeutic range of the 24-hour area under the curve to minimum inhibitory concentration, thereby optimizing the initial vancomycin dosage. METHODS A retrospective cohort study was conducted using hospitalized patients who received intravenous vancomycin and underwent pharmacokinetic TDM consultation (n=415). The cohort was randomly divided into training and testing datasets in a 7:3 ratio, and multiple ML techniques were used to develop an algorithm for optimizing initial vancomycin dosing. The optimal algorithm, referred to as the OPTIVAN algorithm, was selected and validated using an external cohort (n=268). We evaluated the performance of 4 ML models: gradient boosting machine, random forest (RF), support vector machine (SVM), and eXtreme gradient boosting (XGB). Additionally, a web-based clinical support tool was developed to facilitate real-time vancomycin TDM application in clinical practice. RESULTS The SVM algorithm demonstrated the best predictive performance, achieving an area under the receiver operating characteristic curve (AUROC) of 0.832 (95% CI 0.753-0.900) for the training dataset and 0.720 (95% CI 0.654-0.783) for the external validation dataset. The gradient boosting machine followed closely with AUROC scores of 0.802 (95% CI 0.667-0.857) for the training dataset and 0.689 (95% CI 0.596-0.733) for the validation dataset. In contrast, both XGB and RF exhibited relatively lower performance. XGB achieved AUROC values of 0.769 (95% CI 0.671-0.853) for the training set and 0.707 (95% CI 0.644-0.772) for the validation set, while RF recorded AUROC scores of 0.759 (95% CI 0.656-0.846) for the test dataset and 0.693 (95% CI 0.625-0.757) for the external validation set. The SVM model incorporated 7 covariates: age, BMI, glucose, blood urea nitrogen, estimated glomerular filtration rate, hematocrit, and daily dose per body weight. Subgroup analyses demonstrated consistent performance across different patient categories, such as renal function, sex, and BMI. A web-based TDM analysis tool was developed using the OPTIVAN algorithm. CONCLUSIONS The OPTIVAN algorithm represents a significant advancement in personalized initial vancomycin dosing, addressing the limitations of current TDM practices. By optimizing the initial dose, this algorithm may reduce the need for subsequent dosage adjustments. The algorithm's web-based app is easy to use, making it a practical tool for clinicians. This study highlights the potential of ML to enhance the effectiveness of vancomycin treatment.
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Affiliation(s)
- Heonyi Lee
- Interdisciplinary Program in Bioinformatics, College of Natural Sciences, Seoul National University, Seoul, Republic of Korea
| | - Yi-Jun Kim
- Department of Environmental Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea
- Graduate Program in System Health Science and Engineering, Ewha Womans University, Seoul, Republic of Korea
| | - Jin-Hong Kim
- Department of Biological Sciences, College of Natural Sciences, Seoul National University, Seoul, Republic of Korea
| | - Soo-Kyung Kim
- Department of Laboratory Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea
| | - Tae-Dong Jeong
- Department of Laboratory Medicine, College of Medicine, Ewha Womans University, Seoul, Republic of Korea
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14
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Claus BOM, De Smedt D, De Cock PA. Therapeutic drug monitoring versus Bayesian AUC-based dosing for vancomycin in routine practice: a cost-benefit analysis. J Antimicrob Chemother 2025; 80:857-867. [PMID: 39869440 DOI: 10.1093/jac/dkaf011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 01/07/2025] [Indexed: 01/29/2025] Open
Abstract
BACKGROUND AUC-based dosing with validated Bayesian software is recommended as a good approach to guide bedside vancomycin dosing. OBJECTIVES To compare treatment and vancomycin-associated acute kidney injury (AKI) costs between Bayesian AUC-based dosing and conventional therapeutic drug monitoring (TDM) using steady-state plasma concentrations of vancomycin administered as continuous infusion in hospitalized non-critically ill patients with severe Gram-positive infection. METHODS A cost-benefit analysis presented as a return on investment (ROI) analysis from a hospital perspective was conducted using a decision tree model (TDM versus AUC-based dosing) to simulate treatment cost (personnel, serum sampling and drug cost), vancomycin-associated AKI risk and cost up to 14 days. ROI was calculated against AUC-based software cost. One-way and probabilistic sensitivity analyses (respectively OWSA and PSA) were performed to check for robustness. RESULTS In base case, an overall cost per patient of €621.0 with TDM and €543.6 with AUC-based dosing resulted in a treatment saving of €77.4 per patient when applying AUC-based dosing. This saving against the software cost (€26.9/patient) generated an ROI per patient of €1.9 per invested € in software [€1.9 (95% CI 1.6-2.2) in PSA]. Enrolling 900 AUC-based dosed patients annually translated to a net saving of €45 469. Software break-even was reached after 313 patients. In OWSA, a higher AKI risk with TDM strongly contributed to a positive ROI. CONCLUSIONS AUC-based dosing appeared a cost-saving strategy compared with conventional TDM when applying base-case settings of vancomycin-associated AKI risk, treatment and AKI costs.
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Affiliation(s)
- Barbara O M Claus
- Pharmacy Department, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
- Department of Pharmaceutical Analysis, Faculty of Pharmaceutical Sciences, Ghent University, Ottergemsesteenweg 460, 9000 Ghent, Belgium
| | - Delphine De Smedt
- Department of Public Health and Primary Care, Faculty of Medicine and Health Sciences, Ghent University, Corneel Heymanslaan 10, 9000 Ghent, Belgium
| | - Pieter A De Cock
- Pharmacy Department, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
- Department of Basic and Applied Medical Sciences, Faculty of Medicine and Health Sciences, Ghent University, Corneel Heymanslaan 10, 9000 Ghent, Belgium
- Department of Pediatric Intensive Care, Ghent University Hospital, Corneel Heymanslaan 10, 9000 Ghent, Belgium
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15
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Matsuki Y, Kozima Y, Yanagi M, Sako KI, Watanabe T, Yasuno N, Watanabe S. Vancomycin dosing design method considering risk factors for nephrotoxicity. J Pharm Health Care Sci 2025; 11:14. [PMID: 39985007 PMCID: PMC11846157 DOI: 10.1186/s40780-025-00416-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 01/31/2025] [Indexed: 02/23/2025] Open
Abstract
BACKGROUND Vancomycin (VCM) induces nephrotoxicity in a dose-dependent manner, and patients with risk factors for nephrotoxicity have been reported to develop nephrotoxicity even within the effective concentration range. In the present study, we investigated measures to set an appropriate AUCss for each case by assessing the risk of developing nephrotoxicity using logistic regression curves, separating patients into a High-risk group with risk factors associated with nephrotoxicity when VCM is used and a Low-risk group without risk factors. METHODS A multivariate logistic regression analysis was used to identify risk factors for nephrotoxicity. The AUCss threshold was selected by a CART analysis and ROC curves, and a logistic regression analysis was used to examine the relationship between AUCss and the probability of developing nephrotoxicity. RESULTS AND DISCUSSION The incidence of nephrotoxicity was 31.7% (33/104) in the High-risk group and 13.0% (14/108) in the Low-risk group, and was significantly higher in the former (p = 0.001). The AUCss threshold was set at 575 mg·h/L for the High-risk group and 650 mg·h/L for the Low-risk group. The probability of developing nephrotoxicity in the High-risk group (104 patients) was high: AUCss 400 mg·h/L (16.8%), 500 mg·h/L (23.3%), and 575 mg·h/L (29.3%). The target concentration range was newly set at 400 ≤ AUCss < 500, suggesting that the target AUCss needs to be considered for each patient based on the balance between therapeutic efficacy and the prevention of adverse effects. The probability of developing nephrotoxicity in the Low-risk group (108 patients) was AUCss 500 mg·h/L (4.7%), 575 mg·h/L (8.4%), and 650 mg·h/L (14.6%). Since the Low-risk group has a high safety profile, the target concentration range was newly set at 400 ≤ AUCss < 650, suggesting the safe administration of the drug up to AUCss 650 mg·h/L while aiming for AUCss 600 mg·h/L from the initial dose design. CONCLUSION In the present study, the risk of nephrotoxicity for each AUCss was quantitatively analyzed using logistic regression curves for the High- and Low-risk groups. This allowed for the proposal of strategic individual target concentrations based on the balance between risk and benefit.
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Affiliation(s)
- Yoshihiko Matsuki
- Center for Promotion of Pharmaceutical Education & Research, Teiyo University, Tokyo, Japan.
- Department of Pharmacy, Kashiwa Kousei General Hospital, Ageo Medical Group, Ageo, Japan.
| | - Yutaro Kozima
- Department of Pharmacy, Kashiwa Kousei General Hospital, Ageo Medical Group, Ageo, Japan
| | - Megumi Yanagi
- Department of Pharmacy, Kashiwa Kousei General Hospital, Ageo Medical Group, Ageo, Japan
| | - Ken-Ichi Sako
- Department of Clinical Pharmacy, Nihon Pharmaceutical University, Saitama, Japan
| | - Tamaki Watanabe
- Laboratory of Hospital Pharmacy, Teikyo University, Tokyo, Japan
- Department of Pharmacy, Teikyo University Hospital, 2-11-1, Kaga, Itabashi-ku, Tokyo, 173-8605, Japan
| | - Nobuhiro Yasuno
- Laboratory of Hospital Pharmacy, Teikyo University, Tokyo, Japan
- Department of Pharmacy, Teikyo University Hospital, 2-11-1, Kaga, Itabashi-ku, Tokyo, 173-8605, Japan
| | - Shigekazu Watanabe
- Center for Promotion of Pharmaceutical Education & Research, Teiyo University, Tokyo, Japan
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16
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Urakami T, Oka Y, Matono T, Aoki Y. Factors affecting free vancomycin concentration and target attainment of free area under the concentration-time curve. J Pharm Health Care Sci 2025; 11:13. [PMID: 39966898 PMCID: PMC11834178 DOI: 10.1186/s40780-025-00419-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Accepted: 02/13/2025] [Indexed: 02/20/2025] Open
Abstract
BACKGROUND It has been reported that the protein binding rate of vancomycin (VCM) varies among individual patients. So, the authors investigated relevant factors that may affect free VCM concentration and target attainment of free area under the concentration-time curve (fAUC). METHODS Thirty-nine patients were included. Multiple regression analysis was performed to determine the valuable factors in the free VCM concentration, and the target attainment of area under the concentration-time curve (AUC) 400-600 mg・h/L and fAUC200-300 mg・h/L was calculated. RESULTS We found total protein was significant covariate for free VCM. Among 18 patients who were investigated for AUC and fAUC estimation, 9 patients (50.0%) and 12 patients (66.7%) reached AUC > 600 mg・h/L, and fAUC > 300 mg・h/L (p = 0.310), respectively. CONCLUSIONS Total protein is a significant predictor for free VCM estimation. And the fAUC-guided TDM for VCM TDM may contribute to more strict dosing than the AUC-guided TDM in hyper- or hypo-proteinemic population. TRIAL REGISTRATION Retrospectively registered.
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Affiliation(s)
- Toshiharu Urakami
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, 5-1-1, Nabeshima, Saga, 849- 8501, Japan.
| | - Yusuke Oka
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, 5-1-1, Nabeshima, Saga, 849- 8501, Japan
| | - Takashi Matono
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, 5-1-1, Nabeshima, Saga, 849- 8501, Japan
| | - Yosuke Aoki
- Division of Infectious Disease and Hospital Epidemiology, Saga University Hospital, 5-1-1, Nabeshima, Saga, 849- 8501, Japan
- Department of International Medicine, Faculty of Medicine, Saga University, Saga, Japan
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17
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Kam KQ, Chen T, Kadri SS, Lawandi A, Yek C, Walker M, Warner S, Fram D, Chen HC, Shappell CN, DelloStritto L, Jin R, Klompas M, Rhee C. Epidemiology and Outcomes of Antibiotic De-escalation in Patients With Suspected Sepsis in US Hospitals. Clin Infect Dis 2025; 80:108-117. [PMID: 39657050 PMCID: PMC11797381 DOI: 10.1093/cid/ciae591] [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: 08/18/2024] [Revised: 10/11/2024] [Accepted: 11/27/2024] [Indexed: 12/17/2024] Open
Abstract
BACKGROUND Little is known about the frequency, hospital-level variation, predictors, and outcomes of antibiotic de-escalation in suspected sepsis. METHODS We retrospectively analyzed adults admitted to 236 US hospitals from 2017-2021 with suspected sepsis (defined by blood culture draw, lactate measurement, and intravenous antibiotic administration) who were initially treated with ≥2 days of anti-methicillin-resistant Staphylococcus aureus (MRSA) and anti-pseudomonal antibiotics but had no resistant organisms that required these agents identified through hospital day 4. De-escalation was defined as stopping anti-MRSA and anti-pseudomonal antibiotics or switching to narrower antibiotics by day 4. We created a propensity score for de-escalation using 82 hospital and clinical variables; matched de-escalated to non-de-escalated patients; and assessed associations between de-escalation and outcomes. RESULTS Among 124 577 patients, antibiotics were de-escalated in 36 806 (29.5%): narrowing in 27 177 (21.8%), cessation in 9629 (7.7%). De-escalation rates varied between hospitals (median, 29.4%; interquartile range, 21.3%-38.0%). Predictors of de-escalation included less severe disease on day 3-4, positive cultures for nonresistant organisms, and negative/absent MRSA nasal swabs. De-escalation was more common in medium, large, and teaching hospitals in the Northeast and Midwest. De-escalation was associated with lower adjusted risks for acute kidney injury (AKI) (odds ratio [OR], 0.80; 95% confidence interval [CI], .76-.84), intensive-care unit (ICU) admission after day 4 (OR, 0.59; 95% CI, .52-.66), and in-hospital mortality (OR, 0.92; 95% CI, .86-.996). CONCLUSIONS Antibiotic de-escalation in suspected sepsis is infrequent, variable across hospitals, linked with clinical and microbiologic factors, and associated with lower risk for AKI, ICU admission, and in-hospital mortality.
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Affiliation(s)
- Kai Qian Kam
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
- Infectious Disease Service, Department of Pediatrics, KK Women's & Children's Hospital, Singapore City, Singapore
- SingHealth Duke–NUS Pediatrics Academic Clinical Program, Duke–NUS Medical School, Singapore City, Singapore
| | - Tom Chen
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Sameer S Kadri
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, Maryland, USA
- Critical Care Medicine Branch, National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Alexander Lawandi
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, Maryland, USA
- Division of Infectious Diseases, Department of Medicine, McGill University Health Centre, Montreal, Quebec, Canada
| | - Christina Yek
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, Maryland, USA
- Critical Care Medicine Branch, National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Morgan Walker
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, Maryland, USA
- Critical Care Medicine Branch, National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Sarah Warner
- Critical Care Medicine Department, National Institutes of Health Clinical Center, Bethesda, Maryland, USA
- Critical Care Medicine Branch, National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - David Fram
- Commonwealth Informatics, Waltham, Massachusetts, USA
| | | | - Claire N Shappell
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Laura DelloStritto
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Robert Jin
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
| | - Michael Klompas
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Chanu Rhee
- Department of Population Medicine, Harvard Pilgrim Health Care Institute, Boston, Massachusetts, USA
- Division of Infectious Diseases, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
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18
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Oshima Y, Matsumoto M, Munakata S, Tokimatsu I, Hattori N, Kotani T, Kusumoto S, Sagara H, Kato M. Prediction of Area Under the Curve from Urinary Vancomycin Concentrations Measured Using a Simple Method. AAPS J 2025; 27:39. [PMID: 39904932 DOI: 10.1208/s12248-025-01021-0] [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: 11/01/2024] [Accepted: 01/06/2025] [Indexed: 02/06/2025] Open
Abstract
Therapeutic drug monitoring (TDM) is recommended during vancomycin (VCM) administration to adjust the dosage such that the area under the curve (AUC) remains between 400 and 600 µg·h/mL (minimum inhibitory concentration = 1 µg/mL). However, measuring the AUC requires frequent blood sampling, which increases the burden of added time and cost for testing on both patients and healthcare personnel. Therefore, we aimed to address these issues by developing a simple and rapid method for measuring urinary VCM levels using solid-phase extraction and fluorescence spectrometry. The developed method had a quantification range of 100-2,000 µg/mL, with an accuracy of 100.0%-108.5% for concentrations of 200, 1,000, and 2,000 µg/mL. The intra- and inter-day relative standard deviations were below 3.39% and 4.48%, respectively. Furthermore, to predict the AUC from urinary VCM concentrations, we calculated the slope of the urinary concentrations at 7-12 h post-VCM administration in six patients. The slope for one patient differed significantly from that for the others, and the AUC was obtained using practical AUC-guided TDM for vancomycin (PAT) ver. 3.0c for the patient whose value deviated from the recommended range. A negative correlation was observed between the slope and AUC, with a correlation coefficient of 0.65, suggesting the potential for predicting AUC from urinary concentration trends. The use of urine samples, which can be easily obtained, for VCM dose adjustment is expected to contribute to providing more appropriate drug therapy to patients and reduce the burden on healthcare professionals.
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Affiliation(s)
- Yuki Oshima
- Division of Bioanalytical Chemistry, Department of Pharmaceutical Sciences, Showa University Graduate School of Pharmacy, 1-5-8 Hatanodai, Shinagawa-Ku, Tokyo, 142-8555, Japan
| | - Miyu Matsumoto
- Department of Bioanalytical Chemistry, School of Pharmacy, Showa University, Tokyo, Japan
| | - Sumika Munakata
- Department of Bioanalytical Chemistry, School of Pharmacy, Showa University, Tokyo, Japan
| | - Issei Tokimatsu
- Department of Medicine, Division of Clinical Infectious Diseases, Showa University School of Medicine, 1-5-8 Hatanodai, Shinagawa-Ku, Tokyo, 142-8666, Japan
| | - Norimichi Hattori
- Division of Hematology, Department of Medicine, Showa University, School of Medicine, Tokyo, Japan
| | - Toru Kotani
- Department of Intensive Care Medicine, Showa University, School of Medicine, Tokyo, Japan
| | - Sojiro Kusumoto
- Division of Respiratory Medicine and Allergology, Showa University, School of Medicine, Tokyo, Japan
| | - Hironori Sagara
- Division of Respiratory Medicine and Allergology, Showa University, School of Medicine, Tokyo, Japan
| | - Masaru Kato
- Division of Bioanalytical Chemistry, Department of Pharmaceutical Sciences, Showa University Graduate School of Pharmacy, 1-5-8 Hatanodai, Shinagawa-Ku, Tokyo, 142-8555, Japan.
- Molecular Analysis Facility, Showa University, Tokyo, Japan.
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19
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Liu X, Enoki Y, Taguchi K, Matsumoto K. Development of a pharmacokinetic/pharmacodynamic evaluation model for osteomyelitis and usefulness of tedizolid as an alternative to vancomycin against MRSA osteomyelitis. J Pharm Pharmacol 2025; 77:291-298. [PMID: 39504578 DOI: 10.1093/jpp/rgae124] [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: 05/20/2024] [Accepted: 10/17/2024] [Indexed: 11/08/2024]
Abstract
OBJECTIVES This study aimed to develop a suitable osteomyelitis model for pharmacokinetic/pharmacodynamic (PK/PD) evaluation and to investigate the target PK/PD values of vancomycin and tedizolid against methicillin-resistant Staphylococcus aureus (MRSA) osteomyelitis. METHODS An osteomyelitis model was established by implanting an MRSA-exposed sterilized suture in the tibia of normal mice and mice with cyclophosphamide-induced neutropenia. The suitability of the osteomyelitis mouse model for PK/PD evaluation was assessed using vancomycin as an indicator. The target PK/PD values for tedizolid were determined using this model. KEY FINDINGS In neutropenic mice, to achieve a static effect and 1 log10 kill against MRSA, the ratios of the area under the free drug concentration-time curve for 24 h to the minimum inhibitory concentration (fAUC24/MIC) of vancomycin were 91.29 and 430.03, respectively, confirming the validity of the osteomyelitis model for PK/PD evaluation. In immunocompetent mice, the target fAUC24/MIC values of tedizolid for achieving a static effect and 1 log10 kill against MRSA were 2.40 and 49.20, respectively. Additionally, only a 0.28 log10 kill was achieved in neutropenic mice with 20 times the human equivalent dose of tedizolid. CONCLUSIONS In patients with restored immunity, tedizolid can potentially be used as an alternative to intravenous vancomycin therapy.
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Affiliation(s)
- Xiaoxi Liu
- Division of Pharmacodynamics, Faculty of Pharmacy, Keio University, 1-5-30 Shiba koen, Minato-ku, Tokyo 105-8512, Japan
| | - Yuki Enoki
- Division of Pharmacodynamics, Faculty of Pharmacy, Keio University, 1-5-30 Shiba koen, Minato-ku, Tokyo 105-8512, Japan
| | - Kazuaki Taguchi
- Division of Pharmacodynamics, Faculty of Pharmacy, Keio University, 1-5-30 Shiba koen, Minato-ku, Tokyo 105-8512, Japan
| | - Kazuaki Matsumoto
- Division of Pharmacodynamics, Faculty of Pharmacy, Keio University, 1-5-30 Shiba koen, Minato-ku, Tokyo 105-8512, Japan
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20
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Ruiz-Gaviria R, Norman SJ, Elgendi SH, Chou J, Ramdeen S. Incidence of Acute Kidney Injury in Trough and AUC/MIC Vancomycin Dosing Strategies in a Large Tertiary Care Center: A Retrospective Cohort. J Clin Pharmacol 2025; 65:190-196. [PMID: 39235097 DOI: 10.1002/jcph.6130] [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: 06/23/2024] [Accepted: 08/21/2024] [Indexed: 09/06/2024]
Abstract
Acute kidney injury (AKI) is a complication associated with vancomycin use. There is evidence that this was related to the presence of supratherapeutic vancomycin levels rather than the drug itself. The area under the curve over 24 h to minimum inhibitory concentration (AUC/MIC) dosing for vancomycin has replaced trough-based dosing, but the impact of this change on AKI rates remains unclear. A retrospective cohort study was conducted in a tertiary care teaching hospital. Patients from the trough cohort were recruited from January 1, 2019, to June 30, 2019, and the AUC/MIC cohort from July 1, 2021, to January 1, 2022. Sociodemographics, clinical characteristics, and concomitant medications were obtained. AKI was defined by The Kidney Disease Improving Global Outcomes. A total of 1056 patients were included, 509 in the trough cohort and 547 in the AUC/MIC cohort. The baseline rates of chronic kidney disease were 15.4% and 9.9%, respectively. The AKI rates were 15.9% and 11.9% for trough and AUC/MIC cohorts, respectively (P-value .045). The most frequent nephrotoxins were piperacillin/tazobactam (TZP), diuretics, and IV contrast for both groups. The rates of supratherapeutic levels were higher in the trough cohort (20.7%) than in the AUC/MIC cohort (6.6%). The multivariate logistic regression analysis showed that trough dosing was not associated with increased rates of AKI (OR = 0.96 CI 0.64-1.44). Supratherapeutic levels (OR = 4.64), diuretics (OR = 1.62), TZP (OR = 2.01), and ICU admission (OR = 1.72) were associated with AKI. Vancomycin AUC/MIC dosing strategy was associated with decreased rates of supratherapeutic levels of this drug compared to trough dosing, with a trend toward lower rates of AKI.
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Affiliation(s)
- Rafael Ruiz-Gaviria
- Department of Medicine, Infectious Disease Section, Medstar Washington Hospital Center, Washington, DC, USA
| | - Sarah J Norman
- Department of Pharmacy, Medstar Washington Hospital Center, Washington, DC, USA
| | - Sarah H Elgendi
- Department of Pharmacy, Medstar Washington Hospital Center, Washington, DC, USA
| | - Jiling Chou
- Medstar Health Research Institute, Hyattsville, MD, USA
| | - Sheena Ramdeen
- Department of Medicine, Infectious Disease Section, Medstar Washington Hospital Center, Washington, DC, USA
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21
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Menon R, Bhattarai SK, Crossette E, Prince AL, Olle B, Silber JL, Bucci V, Faith J, Norman JM. Multi-omic profiling a defined bacterial consortium for treatment of recurrent Clostridioides difficile infection. Nat Med 2025; 31:223-234. [PMID: 39747680 DOI: 10.1038/s41591-024-03337-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 10/02/2024] [Indexed: 01/04/2025]
Abstract
Donor-derived fecal microbiota treatments are efficacious in preventing recurrent Clostridioides difficile infection (rCDI), but they have inherently variable quality attributes, are difficult to scale and harbor the risk of pathogen transfer. In contrast, VE303 is a defined consortium of eight purified, clonal bacterial strains developed for prevention of rCDI. In the phase 2 CONSORTIUM study, high-dose VE303 was well tolerated and reduced the odds of rCDI by more than 80% compared to placebo. VE303 organisms robustly colonized the gut in the high-dose group and were among the top taxa associated with non-recurrence. Multi-omic modeling identified antibiotic history, baseline stool metabolites and serum cytokines as predictors of both on-study CDI recurrence and VE303 colonization. VE303 potentiated early recovery of the host microbiome and metabolites with increases in short-chain fatty acids, secondary bile acids and bile salt hydrolase genes after antibiotic treatment for CDI, which is considered important to prevent CDI recurrences. These results support the idea that VE303 promotes efficacy in rCDI through multiple mechanisms.
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Affiliation(s)
| | - Shakti K Bhattarai
- Program in Microbiome Dynamics, Department of Microbiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | | | | | - Bernat Olle
- Vedanta Biosciences, Inc., Cambridge, MA, USA
| | | | - Vanni Bucci
- Program in Microbiome Dynamics, Department of Microbiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Jeremiah Faith
- Icahn School of Medicine at Mount Sinai, New York, NY, USA
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22
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Palmer LB, Monteforte M, Smaldone GC. Pharmacokinetics of vancomycin in sputum of intubated patients: Optimized intravenous delivery vs. inhaled therapy. Br J Clin Pharmacol 2025; 91:127-133. [PMID: 39235040 PMCID: PMC11671327 DOI: 10.1111/bcp.16225] [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: 11/17/2023] [Revised: 07/24/2024] [Accepted: 07/27/2024] [Indexed: 09/06/2024] Open
Abstract
AIMS Intubated patients with methicillin-resistant Staphylococcus aureus pneumonia, fail optimized treatment with intravenous (IV) vancomycin (serum trough 15-20 μg/mL) in 38-79% of cases. Airway blood flow is diminished compared to alveoli and we hypothesized that vancomycin concentrations achieved in airway secretions are suboptimal and nonbactericidal. Targeted therapy by inhalation may overcome this deficit. METHODS Airway pharmacokinetics of optimized IV and inhaled vancomycin in infected clinically stable prolonged mechanically ventilated patients were measured. First, IV vancomycin was given until optimized concentrations were achieved (15-20 μg/mL), and, at the same time point, sputum vancomycin concentrations were measured. Then, sputum concentrations were re-assessed after 4 treatments of inhaled vancomycin (120 mg/2 mL) via a previously characterized nebulizing system that deposited 18 ± 2 mg in the lungs. Vancomycin post-distribution phase serum peak and trough concentrations were also obtained. Serum albumin was measured to assess binding to vancomycin. RESULTS Mean serum trough concentration was 18.4 ± 6.5 μg/mL. Sputum concentrations were affected by serum albumin. Only patients with severe hypoalbuminaemia had penetration of drug leading to therapeutic (15.7-17 μg/mL) sputum concentrations. Following inhaled vancomycin, sputum concentrations increased significantly to 199 ± 37.0 μg/mL (P = .002) exceeding minimum inhibitory concentration by 2 orders of magnitude. CONCLUSION Despite optimized serum concentrations, patients with albumin near normal had suboptimal concentrations of vancomycin in their sputum. Inhaled therapy may be clinically important for successful treatment of ventilator-associated methicillin-resistant Staphylococcus aureus infection. Further studies of inhaled therapy are needed to define their role as adjunctive therapy in ventilator-associated pneumonia and as single therapy in tracheobronchitis.
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Affiliation(s)
- Lucy B. Palmer
- Pulmonary, Critical Care and Sleep Division, Department of MedicineHealth Sciences CenterStony BrookNYUSA
| | - Melinda Monteforte
- Department of Pharmacy and Department of MedicineL3‐560 Stony Brook HospitalStony BrookNYUSA
| | - Gerald C. Smaldone
- Pulmonary, Critical Care and Sleep Division, Department of MedicineHealth Sciences CenterStony BrookNYUSA
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23
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Gandia P, Chaiben S, Fabre N, Concordet D. Vancomycin population pharmacokinetic models: Uncovering pharmacodynamic divergence amid clinicobiological resemblance. CPT Pharmacometrics Syst Pharmacol 2025; 14:142-151. [PMID: 39600109 PMCID: PMC11706421 DOI: 10.1002/psp4.13253] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 09/21/2024] [Accepted: 09/25/2024] [Indexed: 11/29/2024] Open
Abstract
Vancomycin is an antibiotic used for severe infections. To ensure microbiological efficacy, a ratio of AUC/MIC ≥400 is recommended. However, there is significant interindividual variability in its pharmacokinetic parameters, necessitating therapeutic drug monitoring to adjust dosing regimens and ensure efficacy while avoiding toxicity. Population pharmacokinetic (PopPK) models enable dose personalization, but the challenge lies in the choice of the model to use among the multitude of models in the literature. We compared 18 PopPK models created from populations with the same sociodemographic and clinicobiological characteristics. Simulations were performed for a 47 years old man, weighing 70 kg, with an albumin level of 35.5 g/L, a creatinine clearance of 100 mL/min, an eGFR of 106 mL/min/1.73 m2, and receiving an intravenous infusion of 1 g × 2/day of VCM over 1 h for 48 h. Simulations of time-concentration profiles revealed differences, leading us to determine the probability of achieving microbiological efficacy (AUC/MIC ≥ 400) with each model. Depending on some models, a dose of 1 g × 2/day is required to ensure microbiological efficacy in over 90% of the population, while with the same dose other models do not exceed 10% of the population. To ensure that 90% of the patients are correctly exposed, a dose of vancomycin ranging from 0.9 g × 2/day to 2.2 g × 2/day is necessary a priori depending on the chosen model. These differences raise an issue in choosing a model for performing therapeutic drug monitoring using a PopPK model with or without Bayesian approach. Thus, it is fundamental to evaluate the impact of these differences on both efficacy/toxicity.
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Affiliation(s)
- Peggy Gandia
- Pharmacokinetics and Toxicology Laboratory, Federative Institute of BiologyToulouse University HospitalToulouseFrance
- INTHERESUniversité de Toulouse, INRAE, ENVTToulouseFrance
| | - Sahira Chaiben
- INTHERESUniversité de Toulouse, INRAE, ENVTToulouseFrance
| | - Nicolas Fabre
- UMR 152 PharmaDevUniversity of Toulouse, IRD, UPSToulouseFrance
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24
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Dinçel S, Demirpolat E. Evaluation of the appropriateness of vancomycin therapeutic drug monitoring in the intensive care unit with a clinical pharmacy approach, a cross-sectional study. Eur J Hosp Pharm 2024:ejhpharm-2023-004073. [PMID: 38834285 DOI: 10.1136/ejhpharm-2023-004073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2023] [Accepted: 05/28/2024] [Indexed: 06/06/2024] Open
Abstract
OBJECTIVES Vancomycin, a glycopeptide antibiotic has antibacterial activity against Gram-positive bacteria and is frequently used in the intensive care unit (ICU). Inappropriate therapeutic drug monitoring (TDM) of vancomycin is a common problem encountered in hospital daily practice. The aim of this study was to evaluate the appropriateness of vancomycin trough-guided TDM in patients treated in the ICU using a clinical pharmacy approach. METHODS The study was conducted retrospectively in patients over 18 years old who had at least one vancomycin trough level and who had received intravenous (IV) vancomycin for ≥3 days between 1 November 2020 and 1 April 2022. The study included 137 patients. Patient demographics and relevant vancomycin TDM data were collected from medical records. The appropriateness of TDM was evaluated according to the criteria established based on the monitoring recommendations specified in consensus guidelines for therapeutic drug monitoring of vancomycin published by the American Society of Health-System Pharmacists (ASHP) in 2009 and 2020. RESULTS Of a total of 238 vancomycin trough levels measured in patients, 32.4% were collected at an inappropriate time. When patients were evaluated in terms of TDM appropriateness according to vancomycin level ranges (<10 µg/mL, 10-20 µg/mL and >20 µg/mL), we found the appropriate TDM was significantly higher in the therapeutic range (10-20 µg/mL) (p <0.001). Of the total 238 vancomycin trough concentrations taken from patients, 77 (32.4%) were measured at an inappropriate time. This caused dose withholding, wrong adjustments and therapy failure. The total TDM appropriateness of vancomycin was significantly higher in the therapeutic range defined as 10-20 µg/mL when evaluated based on 'TDM appropriateness criteria' (p <0.001). CONCLUSION Our study shows that appropriate vancomycin TDM increases the likelihood of achieving target trough concentrations. Involvement of clinical pharmacists in TDM management may prevent the development of adverse reactions by ensuring appropriate sampling time and appropriate interpretation of vancomycin levels.
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Affiliation(s)
- Sema Dinçel
- Clinical Pharmacy Department, Faculty of Pharmacy, Erciyes University, Kayseri, Turkey
| | - Eren Demirpolat
- Clinical Pharmacy Department, Faculty of Pharmacy, Erciyes University, Kayseri, Turkey
- Pharmacology Department, Faculty of Pharmacy, Erciyes University, Kayseri, Turkey
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25
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Ren F, Li S, Liu Y, Li X, Wu X, Zhang Z. Clinical Efficacy and Safety of Vancomycin Based on Unbound Vancomycin Concentration Monitoring. Ther Drug Monit 2024:00007691-990000000-00297. [PMID: 39661116 DOI: 10.1097/ftd.0000000000001292] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2024] [Accepted: 10/12/2024] [Indexed: 12/12/2024]
Abstract
OBJECTIVE To monitor total trough concentration (Cmin_total) and unbound trough concentration (Cmin_free) of vancomycin in clinical samples and analyze the factors influencing them, and to assess their correlation with clinical efficacy and acute kidney injury (AKI). METHODS Plasma samples were processed by protein precipitation, followed by hollow-fiber centrifugal ultrafiltration to separate unbound vancomycin from plasma. Thereafter, Cmin_total and Cmin_free were determined using high-performance liquid chromatography. Clinical data of patients were collected. Factors affecting vancomycin Cmin_total, Cmin_free, and their correlation with clinical efficacy and nephrotoxicity were investigated. RESULTS A total of 146 samples from 105 included patients were collected. Cmin_total and Cmin_free of vancomycin ranged from 0.62 to 56.08 mcg·mL-1 and 0.61-38.51 mcg·mL-1, respectively. Cmin_total and Cmin_free were correlated (r = 0.8899), influenced by basal creatinine and cystatin C. Higher level of Cmin_free (˃8.6 mcg·mL-1) and nephrotoxic drugs concomitant were risk factors of vancomycin-associated AKI (P < 0.05); Cmin_total and Cmin_free thresholds of vancomycin-associated AKI were 15.35 and 6.83 mcg·mL-1, respectively. CONCLUSIONS vancomycin Cmin_total and Cmin_free, higher Cmin_total and Cmin_free were correlated and higher concentrations of both may increase the risk of AKI.
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Affiliation(s)
- Fefei Ren
- The Second Hospital of Hebei Medical University, Shijiazhuang, China
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26
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Gresch M, von Dercks N, Dietze-Jergus N, Roth A, Pempe C. Infectiological Outcome of Total Hip and Total Knee Arthroplasty in Post-Traumatic and Primary Osteoarthritis. Antibiotics (Basel) 2024; 13:1186. [PMID: 39766576 PMCID: PMC11672522 DOI: 10.3390/antibiotics13121186] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2024] [Revised: 11/18/2024] [Accepted: 12/04/2024] [Indexed: 01/11/2025] Open
Abstract
Background: The objective of this study was to compare infection rates, pathogen species detection and antimicrobial susceptibility testing in patients with total hip arthroplasty (THA) and total knee arthroplasty (TKA) following post-traumatic osteoarthritis (PTOA) and primary osteoarthritis (POA). Results: Patients undergoing both THA and TKA were significantly more likely to have a PJI after PTOA than after POA (THA: 2.5% vs. 10.2%, p = 0.003; TKA: 3.2% vs. 10.3%, p = 0.028). The most frequently detected pathogen in both THA and TKA was Staphylococcus spp. Among patients with a PJI in THA, Staphylococcus spp. was detected in 47% after POA and 60% after PTOA. Among patients with a PJI in TKA, Staphylococcus spp. was isolated in 59% after POA and 80% after PTOA. The remaining pathogens were mainly Enterococcus spp., Enterobacterales and anaerobic bacteria. After THA, beta-lactam-resistant staphylococcal isolates were detected more frequently in PTOA patients than in POA patients (13% vs. 100%, p = 0.024). There was no difference in the beta-lactam staphylococcal resistance rate in patients after TKA (20% vs. 25%, p = 0.945). Furthermore, an analysis of susceptibility testing from all groups showed that significantly more pathogens were susceptible to vancomycin than to cefuroxime (76% vs. 45%, p < 0.001) or clindamycin (76% vs. 52%, p = 0.007). Methods: A retrospective analysis was performed using clinic-owned data during the period January 2016-December 2020. A total of 1485 patients following primary implantation of THA or TKA due to PTOA or POA were included. Early-onset periprosthetic joint infection (PJI), defined according to the 2018 Definition of Periprosthetic Hip and Knee Infection Criteria, was evaluated. Conclusions: Therefore, the use of vancomycin as a perioperative prophylaxis should be discussed under benefit/risk consideration in further studies.
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Affiliation(s)
- Maximilian Gresch
- Department of Orthopedics, Trauma and Plastic Surgery, University Hospital Leipzig, 04317 Leipzig, Germany; (A.R.)
| | - Nikolaus von Dercks
- Department of Medical Management, University Hospital Leipzig, 04317 Leipzig, Germany
| | - Nadine Dietze-Jergus
- Institute of Medical Microbiology and Virology, Department of Microbiology, University Hospital Leipzig, 04317 Leipzig, Germany
| | - Andreas Roth
- Department of Orthopedics, Trauma and Plastic Surgery, University Hospital Leipzig, 04317 Leipzig, Germany; (A.R.)
| | - Christina Pempe
- Department of Orthopedics, Trauma and Plastic Surgery, University Hospital Leipzig, 04317 Leipzig, Germany; (A.R.)
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27
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Dong P, Li K, Rowe DJ, Krauss TF, Wang Y. Protocol for Therapeutic Drug Monitoring Within the Clinical Range Using Mid-infrared Spectroscopy. Anal Chem 2024; 96:19021-19028. [PMID: 39557616 PMCID: PMC11618749 DOI: 10.1021/acs.analchem.4c03864] [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: 07/24/2024] [Revised: 10/21/2024] [Accepted: 11/13/2024] [Indexed: 11/20/2024]
Abstract
Therapeutic drug monitoring (TDM), which involves measuring drug levels in patients' body fluids, is an important procedure in clinical practice. However, the analysis technique currently used, i.e. liquid chromatography-tandem mass spectrometry (LC-MS/MS), is laboratory-based, so does not offer the short response time that is often required by clinicians. We suggest that techniques based on Fourier transform infrared spectroscopy (FTIR) offer a promising alternative for TDM. FTIR is rapid, highly specific and can be miniaturized for near-patient applications. The challenge, however, is that FTIR for TDM is limited by the strong mid-IR absorption of endogenous serum constituents. Here, we address this issue and introduce a versatile approach for removing the background of serum lipids, proteins and small water-soluble substances. Using phenytoin, an antiepileptic drug, as an example, we show that our approach enables FTIR to precisely quantify drug molecules in human serum at clinically relevant levels (10 μg/mL), providing an efficient analysis method for TDM. Beyond mid-IR spectroscopy, our study is applicable to other drug sensing techniques that suffer from the large background of serum samples.
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Affiliation(s)
- Pin Dong
- School
of Physics Engineering and Technology, University
of York, Heslington, York YO10 5DD, U.K.
| | - Kezheng Li
- School
of Physics Engineering and Technology, University
of York, Heslington, York YO10 5DD, U.K.
| | - David J. Rowe
- Optoelectronics
Research Centre, University of Southampton, Southampton SO17 1BJ, U.K.
| | - Thomas F. Krauss
- School
of Physics Engineering and Technology, University
of York, Heslington, York YO10 5DD, U.K.
| | - Yue Wang
- School
of Physics Engineering and Technology, University
of York, Heslington, York YO10 5DD, U.K.
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28
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Blouin M, Métras MÉ, Gaudreault C, Dubé MH, Boulanger MC, Cloutier K, El Hassani M, Yaliniz A, Viel-Thériault I, Marsot A. External evaluation of neonatal vancomycin population pharmacokinetic models: Moving from first-order equations to Bayesian-guided therapeutic monitoring. Pharmacotherapy 2024; 44:907-919. [PMID: 39544156 DOI: 10.1002/phar.4623] [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: 07/12/2024] [Revised: 10/12/2024] [Accepted: 10/20/2024] [Indexed: 11/17/2024]
Abstract
INTRODUCTION Guidelines for vancomycin therapeutic monitoring recommend using a Bayesian approach with a population pharmacokinetic model to estimate the 24 h area under the concentration-time curve over first-order equations. Thus, we performed an external evaluation of population pharmacokinetic models of vancomycin in neonates and compared Bayesian results with those observed in clinical practice via pharmacokinetic equations to improve therapeutic monitoring by proposing optimized initial dosing nomograms and assessing the feasibility of reduced blood sampling strategies using the most predictive models. METHODS Models were identified from the literature and evaluated via an external neonatal population. A priori predictive performance was first assessed by prediction-based diagnostics, then by simulation-based diagnostics and a posteriori analyses only if deemed satisfactory; model-informed vancomycin exposure was also compared with reference first-order pharmacokinetic equations. The best-performing models were ultimately subjected to Monte Carlo simulations to develop new initial dosing nomograms offering the highest probability of achieving therapeutic target. RESULTS A total of 28 population pharmacokinetic models were evaluated in the external dataset, which includes 72 neonates and 380 vancomycin concentrations. Eleven models had an adequate predictive performance with bias ≤ ± 15% and imprecision ≤ 30%, while the Bayesian approach yielded over 75% agreement with reference exposure values in most cases. Nonetheless, Capparelli et al. and Mehrotra et al. models performed the best overall, showing the lowest imprecisions of 16.8% and 16.9%, respectively; both models recommended higher dosage regimens than the theoretical nomogram currently applied to favor therapeutic target attainment. DISCUSSION We externally evaluated numerous neonatal population pharmacokinetic models of vancomycin and used the most predictive ones to advocate new initial dosing nomograms. Clinical implementation of the Bayesian approach could reduce the time needed to reach therapeutic target and limit the number of blood samples in newborns compared with traditional pharmacokinetic equations.
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Affiliation(s)
- Mathieu Blouin
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
| | - Marie-Élaine Métras
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
- Department of Pharmacy, CHU Sainte-Justine, Montreal, Quebec, Canada
| | | | - Marie-Hélène Dubé
- Department of Pharmacy, CHU de Québec-Université Laval, Quebec City, Quebec, Canada
- Research Center, CHU de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Marie-Christine Boulanger
- Department of Pharmacy, CHU de Québec-Université Laval, Quebec City, Quebec, Canada
- Research Center, CHU de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Karine Cloutier
- Faculty of Pharmacy, Université Laval, Quebec City, Quebec, Canada
- Department of Pharmacy, CHU de Québec-Université Laval, Quebec City, Quebec, Canada
- Research Center, CHU de Québec-Université Laval, Quebec City, Quebec, Canada
| | - Mehdi El Hassani
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
| | - Aysenur Yaliniz
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
| | | | - Amélie Marsot
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, Quebec, Canada
- Research Center, CHU Sainte-Justine, Montreal, Quebec, Canada
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29
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Santos RM, Boyd AN, Walroth TA, Hall A, King J, Ahiskali A, Walter E, Neumann N, Curry D, Hoyte B, Thomas W, Adams B, Tran N, Gleason VM, Drabick Z, DeWitt A, Suarez J, Prazak AMB, Disney KA, Hill DM. A Multicenter, Retrospective Outcome Analysis of Vancomycin Area Under the Curve Versus Trough-Based Dosing Strategies in Patients With Burn OR Inhalational Injuries (MONITOR). J Burn Care Res 2024; 45:1383-1389. [PMID: 38900835 DOI: 10.1093/jbcr/irae109] [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: 02/22/2024] [Indexed: 06/22/2024]
Abstract
Vancomycin is a glycopeptide antibiotic that requires close therapeutic monitoring. Prolonged exposure to elevated concentrations increases risk for serious adverse effects such as nephrotoxicity. However, subtherapeutic concentrations may lead to bacterial resistance and clinical failure or death. The most recent Infectious Diseases Society of America publication regarding therapeutic monitoring of vancomycin recommends using area under the curve (AUC)-based monitoring to maximize clinical success. Despite the guideline recommendation for AUC-guided dosing, many institutions still use trough-only monitoring in their practices, including those caring for patients with acute burn injuries. Following burn injury, patients are at a higher risk for infections, multiorgan failure, and pharmacokinetic alterations. The primary objective of this multicenter retrospective study is to determine optimal therapeutic monitoring of vancomycin by comparing clinical success between AUC and trough-based monitoring in patients with burns. MONITOR was a multicenter, retrospective study of patients with thermal or inhalation injury admitted to one of 13 burn centers from January 1, 2017 to August 31, 2022 who received vancomycin. Demographic and clinical course data, including acute kidney injury (AKI) incidence and clinical success, were obtained. Patients were evaluated for clinical success and grouped according to method of monitoring and adjusting doses: AUC vs trough-based monitoring. Clinical success was a composite definition and lack of meeting any 1 of 5 criteria: (1) persistent infection, (2) relapse, (3) antibiotic failure (clinical worsening), (4) AKI, and (5) death. A total of 517 vancomycin courses were assessed from 485 patients. There was no difference in the rate of clinical success between AUC monitored and the trough-only monitored groups. Incidence of AKI was higher in the trough-only group; however, it was not statistically significant after controlling for renal function on admission, past medical history of chronic kidney disease, and concomitant nephrotoxins.
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Affiliation(s)
- Richard M Santos
- Department of Pharmacy, Regional One Health, Memphis, TN 38103, USA
| | - Allison N Boyd
- Department of Pharmacy, Eskenazi Health, Indianapolis, IN 46202, USA
| | - Todd A Walroth
- Department of Pharmacy, Eskenazi Health, Indianapolis, IN 46202, USA
| | - Alexandria Hall
- Department of Pharmacy, Harborview Medical Center, Seattle, WA 98104, USA
| | - Jessie King
- Department of Pharmacy, Harborview Medical Center, Seattle, WA 98104, USA
| | - Aileen Ahiskali
- Department of Pharmacy, Hennepin Healthcare, Minneapolis, MN 55415, USA
| | - Ellen Walter
- Department of Pharmacy, Hennepin Healthcare, Minneapolis, MN 55415, USA
| | - Nichole Neumann
- Department of Pharmacy, Hennepin Healthcare, Minneapolis, MN 55415, USA
| | - Dominick Curry
- Department of Pharmacy Services, Orlando Health, Orlando, FL 32806, USA
| | - Brittany Hoyte
- Department of Pharmacy, Corewell Health West, Grand Rapids, MI 49503, USA
| | - Wendy Thomas
- Department of Pharmacy, Corewell Health West, Grand Rapids, MI 49503, USA
| | - Beatrice Adams
- Department of Pharmacy, Tampa General Hospital, Tampa, FL 33606, USA
| | - Nicolas Tran
- Department of Pharmacy, Tampa General Hospital, Tampa, FL 33606, USA
| | - Vanessa M Gleason
- Department of Pharmacy, Thomas Jefferson University Hospital, Philadelphia, PA 19107, USA
| | - Zachary Drabick
- Department of Pharmacy, University of Florida Health Shands Hospital, Gainesville, FL 32608, USA
| | - Alexandra DeWitt
- Department of Pharmacy, University Medical Center New Orleans, New Orleans, LA 70112, USA
| | - Justin Suarez
- Department of Pharmaceutical Care, University of Iowa Health Care Medical Center, Iowa City, IA 52242, USA
| | - Ann Marie B Prazak
- Department of Pharmacy Services, University of Utah Health, Salt Lake City, UT 84132, USA
| | - Kathryn A Disney
- Department of Pharmacy Services, University of Utah Health, Salt Lake City, UT 84132, USA
| | - David M Hill
- Department of Pharmacy, Regional One Health, Memphis, TN 38103, USA
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Gillett E, Aleissa MM, Pearson JC, Solomon DA, Kubiak DW, Dionne B, Edrees HH, Okenla A, Chan BT. Implementation of a Pharmacist-Driven Vancomycin Area Under the Concentration-Time Curve Monitoring Program Using Bayesian Modeling in Outpatient Parenteral Antimicrobial Therapy. Open Forum Infect Dis 2024; 11:ofae600. [PMID: 39507879 PMCID: PMC11540137 DOI: 10.1093/ofid/ofae600] [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: 07/22/2024] [Accepted: 10/10/2024] [Indexed: 11/08/2024] Open
Abstract
Background Current vancomycin monitoring guidelines recommend monitoring 24-hour area under the concentration-time curve (AUC) to minimum inhibitory concentration ratios for patients with serious methicillin-resistant Staphylococcus aureus infections. However, there are sparse data on the safety, feasibility, and efficacy of vancomycin AUC monitoring for outpatients. Traditional AUC pharmacokinetic calculations require 2 concentrations, while bayesian software allows for single-concentration AUC estimations. Methods We conducted a single-center, quasi-experimental, interrupted time series study of patients enrolled in the outpatient parenteral antimicrobial therapy program at our institution for vancomycin management. Our institution implemented a pharmacist-driven vancomycin AUC monitoring program from September 2019 to February 2020, and again from September 2022 to March 2023. Patients enrolled underwent vancomycin monitoring using an AUC goal of 400-600 mg⋅h/L, estimated through bayesian modeling. Patients enrolled in the outpatient parenteral antimicrobial therapy program from July 2021 through August 2022 for trough-based monitoring were used for comparison. The primary outcome was nephrotoxicity incidence, defined as a serum creatinine increase by ≥0.5 mg/dL or ≥50% during outpatient vancomycin therapy. Results We enrolled 63 patients in the AUC group and 60 patients in the trough-based group. Nephrotoxicity was significantly lower in the AUC cohort (6.3% vs 23.3%; P = .01). The number of unusable vancomycin concentrations was also significantly lower in the AUC cohort (0% vs 6%; P < .01). There was no difference in composite 90-day all-cause mortality or readmission (33.3% vs 38.3%; P = .56). Conclusions Following implementation of a pharmacist-driven AUC monitoring program, patients were less likely to develop nephrotoxicity during outpatient vancomycin therapy.
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Affiliation(s)
- Eric Gillett
- Department of Pharmacy, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Muneerah M Aleissa
- College of Pharmacy, Department of Pharmacy Practice, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Jeffrey C Pearson
- Department of Pharmacy, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Daniel A Solomon
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - David W Kubiak
- Department of Pharmacy, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Brandon Dionne
- Department of Pharmacy, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
- School of Pharmacy and Pharmaceutical Sciences, Northeastern University, Boston, Massachusetts, USA
| | - Heba H Edrees
- Division of General Internal Medicine, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Adetoun Okenla
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Brian T Chan
- Division of Infectious Diseases, Brigham and Women's Hospital, Boston, Massachusetts, USA
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Yaliniz A, Blouin M, Métras MÉ, Boulanger MC, Cloutier K, Dubé MH, Autmizguine J, Marsot A. Vancomycin in Pediatric Patients with Cystic Fibrosis: Dose Optimization Using Population Pharmacokinetic Approach. Eur J Drug Metab Pharmacokinet 2024; 49:677-687. [PMID: 39283469 DOI: 10.1007/s13318-024-00913-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/07/2024] [Indexed: 11/09/2024]
Abstract
BACKGROUND An increase in Staphylococcus aureus infections has been reported in pediatric patients with cystic fibrosis (CF) over the last few years. This pathogen is commonly treated with vancomycin, an antibiotic for which therapeutic drug monitoring (TDM) is recommended. Updated guidelines were recently published regarding new targets of exposure for the TDM of vancomycin through a Bayesian approach, using population pharmacokinetic (popPK) models. OBJECTIVES This study aims to assess the predictive performance of vancomycin popPK models in pediatric patients with CF and to recommend optimal initial dosing regimens based on simulations. METHODS Patient data were collected from two centers in Canada, and a literature review was conducted to identify all published vancomycin popPK models for pediatric CF patients. External evaluation and simulations were performed according to patient and occasion of treatment. RESULTS A total of 53 vancomycin concentrations were collected from six pediatric CF patients. Only two popPK models of vancomycin for pediatric CF patients were identified through the literature review. The external evaluation results for both centers combined revealed a population bias of 28.1% and an imprecision of 33.7%. A re-estimation of parameters was performed to improve predictive performance. The optimal initial dosing regimen was 15 mg/kg/dose administered every 6 hours according to the per occasion remodel. CONCLUSION The predictive performance and identified optimal initial dosing regimens associated with the model were different depending on the data used, showing external evaluation's importance before implementing a model in clinical practice.
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Affiliation(s)
- Aysenur Yaliniz
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, 2940 Chemin de Polytechnique, Montreal, QC, H3T 1J4, Canada.
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada.
| | - Mathieu Blouin
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, 2940 Chemin de Polytechnique, Montreal, QC, H3T 1J4, Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
| | - Marie-Élaine Métras
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Department of Pharmacy, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Canada
| | - Marie-Christine Boulanger
- Faculty of Pharmacy, Université Laval, Quebec, Canada
- Department of Pharmacy, CHU de Québec-Université Laval, Quebec, Canada
| | - Karine Cloutier
- Faculty of Pharmacy, Université Laval, Quebec, Canada
- Department of Pharmacy, CHU de Québec-Université Laval, Quebec, Canada
| | - Marie-Hélène Dubé
- Faculty of Pharmacy, Université Laval, Quebec, Canada
- Department of Pharmacy, CHU de Québec-Université Laval, Quebec, Canada
| | - Julie Autmizguine
- Department of Pharmacology, Faculty of Medicine, Université de Montréal, Montreal, Canada
- Clinical Pharmacology Unit, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Canada
- Research center, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Canada
| | - Amélie Marsot
- STP2 Laboratory, Faculty of Pharmacy, Université de Montréal, 2940 Chemin de Polytechnique, Montreal, QC, H3T 1J4, Canada
- Faculty of Pharmacy, Université de Montréal, Montreal, Canada
- Research center, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Canada
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Keyvani F, GhavamiNejad P, Saleh MA, Soltani M, Zhao Y, Sadeghzadeh S, Shakeri A, Chelle P, Zheng H, Rahman FA, Mahshid S, Quadrilatero J, Rao PPN, Edginton A, Poudineh M. Integrated Electrochemical Aptamer Biosensing and Colorimetric pH Monitoring via Hydrogel Microneedle Assays for Assessing Antibiotic Treatment. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2309027. [PMID: 39250329 PMCID: PMC11538706 DOI: 10.1002/advs.202309027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Revised: 06/27/2024] [Indexed: 09/11/2024]
Abstract
Current methods for therapeutic drug monitoring (TDM) have a long turnaround time as they involve collecting patients' blood samples followed by transferring the samples to medical laboratories where sample processing and analysis are performed. To enable real-time and minimally invasive TDM, a microneedle (MN) biosensor to monitor the levels of two important antibiotics, vancomycin (VAN) and gentamicin (GEN) is developed. The MN biosensor is composed of a hydrogel MN (HMN), and an aptamer-functionalized flexible (Flex) electrode, named HMN-Flex. The HMN extracts dermal interstitial fluid (ISF) and transfers it to the Flex electrode where sensing of the target antibiotics happens. The HMN-Flex performance is validated ex vivo using skin models as well as in vivo in live rat animal models. Data is leveraged from the HMN-Flex system to construct pharmacokinetic profiles for VAN and GEN and compare these profiles with conventional blood-based measurements. Additionally, to track pH and monitor patient's response during antibiotic treatment, an HMN is developed that employs a colorimetric method to detect changes in the pH, named HMN-pH assay, whose performance has been validated both in vitro and in vivo. Further, multiplexed antibiotic and pH detection is achieved by simultaneously employing the HMN-pH and HMN-Flex on live animals.
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Affiliation(s)
- Fatemeh Keyvani
- Department of Electrical and Computer EngineeringFaculty of EngineeringUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Peyman GhavamiNejad
- Department of Electrical and Computer EngineeringFaculty of EngineeringUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Mahmoud Ayman Saleh
- Department of BioengineeringMcGill University815 Sherbrooke St. WMontrealQuebecH3A 0C3Canada
| | - Mohammad Soltani
- Department of Electrical and Computer EngineeringFaculty of EngineeringUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Yusheng Zhao
- School of PharmacyUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Sadegh Sadeghzadeh
- Department of Electrical and Computer EngineeringFaculty of EngineeringUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Arash Shakeri
- School of PharmacyUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Pierre Chelle
- School of PharmacyUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Hanjia Zheng
- Department of Electrical and Computer EngineeringFaculty of EngineeringUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Fasih A. Rahman
- Department of Kinesiology and Health SciencesUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Sarah Mahshid
- Department of BioengineeringMcGill University815 Sherbrooke St. WMontrealQuebecH3A 0C3Canada
| | - Joe Quadrilatero
- Department of Kinesiology and Health SciencesUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Praveen P. N. Rao
- School of PharmacyUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Andrea Edginton
- School of PharmacyUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
| | - Mahla Poudineh
- Department of Electrical and Computer EngineeringFaculty of EngineeringUniversity of WaterlooWaterlooOntarioN2L 3G1Canada
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Kang W, Zou T, Liang Y, Lei H, Zhang R, Kang J, Sun Z, Li X, Ge S, Zhang C. An integrated preventive and therapeutic magnetic nanoparticle loaded with rhamnolipid and vancomycin for combating subgingival biofilms. Dent Mater 2024; 40:1808-1822. [PMID: 39174419 DOI: 10.1016/j.dental.2024.08.005] [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: 05/21/2024] [Revised: 08/05/2024] [Accepted: 08/15/2024] [Indexed: 08/24/2024]
Abstract
OBJECTIVES Mechanical debridement supplemented with antibacterial agents effectively eradicates subgingival biofilms formed in the periodontal pockets of severe periodontitis patients. However, the available antimicrobial agents have limited penetrating ability to kill the bacteria encased in the deep layers of biofilms. This study aimed to fabricate a novel magnetic nanoparticle (MNP) loaded with rhamnolipid (RL) and vancomycin (Vanc, Vanc/RL-Ag@Fe3O4) to combat subgingival biofilms. METHODS The multispecies subgingival biofilm was formed by periodontal pathogens, including Streptococcus oralis (S. oralis), Streptococcus sanguinis (S. sanguinis), Actinomyces naeslundii (A. naeslundii), Porphyromonas gingivalis (P. gingivalis) and Fusobacterium nucleatum (F. nucleatum). Scanning electron microscope (SEM), confocal laser scanning microscopy (CLSM), and quantitative real-time polymerase chain reaction (qRT-PCR) were used to determine the anti-biofilm efficacy of Vanc/RL-Ag@Fe3O4 with or without a magnetic field on multispecies subgingival biofilms. RESULTS The minimal inhibitory concentration (MIC) values of Vanc/RL-Ag@Fe3O4 on S. oralis, S. sanguinis, A. naeslundii, P. gingivalis, and F. nucleatum were 25, 50, 100, 50, and 25 μg/mL, respectively. Vanc/RL-Ag@Fe3O4 (200 μg/mL) reduced the 7-d biofilm thickness from 22 to 13 µm by degrading extracellular polymeric substance (EPS) and killing most bacteria except for tolerant F. nucleatum. A magnetic field enhanced the anti-biofilm effect of Vanc/RL-Ag@Fe3O4 by facilitating its penetration into the bottom layers of biofilms and killing tolerant F. nucleatum. SIGNIFICANCE Vanc/RL-Ag@Fe3O4 MNPs can release RL, Vanc, and Ag and eradicate subgingival biofilms by disrupting EPS and killing bacteria. Vanc/RL-Ag@Fe3O4 combined with a magnetic force is a promising approach for combating periodontal infection.
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Affiliation(s)
- Wenyan Kang
- Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China; Department of Periodontology, School and Hospital of Stomatology, Cheeloo College of Medicine, Shandong University & Shandong Key Laboratory of Oral Tissue Regeneration & Shandong Engineering Research Center of Dental Materials and Oral Tissue Regeneration & Shandong Provincial Clinical Research Center for Oral Diseases, No.44-1 Wenhua Road West, 250012 Jinan, Shandong, China
| | - Ting Zou
- Shenzhen Stomatology Hospital (Pingshan), Southern Medical University, Shenzhen, China
| | - Ye Liang
- Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China
| | - Huaxiang Lei
- Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China
| | - Rui Zhang
- Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China; Department of Endodontics, Hospital of Stomatology, Zunyi Medical University, No. 89 East Wujiang Road, 563000 Zunyi, Guizhou, China
| | - Jun Kang
- Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China
| | - Zhenquan Sun
- Department of Chemistry, State Key Laboratory of Synthetic Chemistry, The University of Hong Kong, Hong Kong, China
| | - Xuechen Li
- Department of Chemistry, State Key Laboratory of Synthetic Chemistry, The University of Hong Kong, Hong Kong, China
| | - Shaohua Ge
- Department of Periodontology, School and Hospital of Stomatology, Cheeloo College of Medicine, Shandong University & Shandong Key Laboratory of Oral Tissue Regeneration & Shandong Engineering Research Center of Dental Materials and Oral Tissue Regeneration & Shandong Provincial Clinical Research Center for Oral Diseases, No.44-1 Wenhua Road West, 250012 Jinan, Shandong, China
| | - Chengfei Zhang
- Restorative Dental Sciences, Faculty of Dentistry, The University of Hong Kong, Hong Kong, China.
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Yu L, Chen X, Guo Y, You J, Shi M, Xi Y, Yin L. Quantification of tricyclic glycopeptide in human plasma by UHPLC-MS 3 coupled with counter-extraction follow by protein precipitation to enhance sensitivity. J Chromatogr B Analyt Technol Biomed Life Sci 2024; 1247:124343. [PMID: 39461019 DOI: 10.1016/j.jchromb.2024.124343] [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: 08/18/2024] [Revised: 10/06/2024] [Accepted: 10/15/2024] [Indexed: 10/29/2024]
Abstract
An ultra-high performance liquid chromatography tandem mass spectrometry cubed (UHPLC/MS3) assay coupled with protein precipitation and counter-extraction for detection of tricyclic glycopeptide vancomycin in human plasma was established and validated in this study. After protein precipitation and counter-extraction with dichloromethane, chromatographic separation of vancomycin and norvancomycin were performed on a reversed phase column (XBridge Peptide BEH C18 column, 2.1 × 100 mm I.D, 3.5 μm). The transition (parent ions → fragment ions → further fragment ions) at m/z 725.3 → 144.1 → 100.1 was used for quantification of vancomycin. The transition (parent ions → fragment ions) at m/z 718.3 → 144.2 was used for detection of norvancomycin. The linear range of the developed analytical method for quantification of vancomycin was 0.5-100 µg/mL (r = 0.9989). The range of intra- and inter-day precisions of the assay among low, medium and high concentrations is between 1.88 % and 6.33 %. The sensitivity of the analytical method was significantly improved by using MS3 technique as monitoring mode and counter-extraction with dichloromethane followed by protein precipitation as sample processing assay. The developed UHPLC/MS3 assay was successfully applied for clinical therapeutic drug monitoring (TDM) of vancomycin in 45 human plasma samples.
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Affiliation(s)
- Luyao Yu
- Central Hospital of Dalian University of Technology, Dalian University of Technology Dalian, 116023, China; School of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, Liaoning, 124221, China
| | - Xiaoqian Chen
- Central Hospital of Dalian University of Technology, Dalian University of Technology Dalian, 116023, China
| | - Yingxia Guo
- School of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, Liaoning, 124221, China
| | - Jiansong You
- Aim Honesty Biopharmaceutical Co. LTD, Dalian, 116600, China
| | - Meiyun Shi
- Central Hospital of Dalian University of Technology, Dalian University of Technology Dalian, 116023, China; School of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, Liaoning, 124221, China.
| | - Yalin Xi
- Central Hospital of Dalian University of Technology, Dalian University of Technology Dalian, 116023, China.
| | - Lei Yin
- Central Hospital of Dalian University of Technology, Dalian University of Technology Dalian, 116023, China; School of Chemical Engineering, Ocean and Life Sciences, Dalian University of Technology, Panjin, Liaoning, 124221, China.
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Kim HK, Jeong TD, Ji M, Kim S, Lee W, Chun S. Automated calculation and reporting of vancomycin area under the concentration-time curve: a simplified single-trough concentration-based equation approach. Antimicrob Agents Chemother 2024; 68:e0069924. [PMID: 39194211 PMCID: PMC11459921 DOI: 10.1128/aac.00699-24] [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: 05/10/2024] [Accepted: 08/07/2024] [Indexed: 08/29/2024] Open
Abstract
Vancomycin, a crucial antibiotic for Gram-positive bacterial infections, requires therapeutic drug monitoring (TDM). Contemporary guidelines advocate for AUC-based monitoring; however, using Bayesian programs for AUC estimation poses challenges. We aimed to develop and evaluate a simplified AUC estimation equation using a steady-state trough concentration (Ctrough) value. Utilizing 1,034 TDM records from 580 general hospitalized patients at a university-affiliated hospital in Ulsan, we created an equation named SSTA that calculates the AUC by applying Ctrough, body weight, and single dose as input variables. External validation included 326 records from 163 patients at a university-affiliated hospital in Seoul (EWUSH) and literature data from 20 patients at a university-affiliated hospital in Bangkok (MUSI). It was compared with other AUC estimation models based on the Ctrough, including a linear regression model (LR), a sophisticated model based on the first-order equation (VancoPK), and a Bayesian model (BSCt). Evaluation metrics, such as median absolute percentage error (MdAPE) and the percentage of observations within ±20% error (P20), were calculated. External validation using the EWUSH data set showed that SSTA, LR, VancoPK, and BSCt had MdAPE values of 6.4, 10.1, 6.6, and 7.5% and P20 values of 87.1, 82.5, 87.7, and 83.4%, respectively. External validation using the MUSI data set showed that SSTA, LR, and VancoPK had MdAPEs of 5.2, 9.4, and 7.2%, and P20 of 95, 90, and 95%, respectively. Owing to its decent AUC prediction performance, simplicity, and convenience for automated calculation and reporting, SSTA could be used as an adjunctive tool for the AUC-based TDM.
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Affiliation(s)
- Hyun-Ki Kim
- Department of Laboratory Medicine, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, South Korea
| | - Tae-Dong Jeong
- Department of Laboratory Medicine, Ewha Womans University College of Medicine, Seoul, South Korea
| | - Misuk Ji
- Department of Laboratory Medicine, Veterans Health Service (VHS) Medical Center, Seoul, South Korea
| | - Sollip Kim
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, South Korea
| | - Woochang Lee
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, South Korea
| | - Sail Chun
- Department of Laboratory Medicine, University of Ulsan College of Medicine and Asan Medical Center, Seoul, South Korea
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Chander S, Kumari R, Wang HY, Mohammed YN, Parkash O, Lohana S, Sorath F, Lohana AC, Sadarat F, Shiwlani S. Effect of low vs. high vancomycin trough level on the clinical outcomes of adult patients with sepsis or gram-positive bacterial infections: a systematic review and meta-analysis. BMC Infect Dis 2024; 24:1114. [PMID: 39375599 PMCID: PMC11457423 DOI: 10.1186/s12879-024-09927-4] [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: 05/27/2024] [Accepted: 09/13/2024] [Indexed: 10/09/2024] Open
Abstract
BACKGROUND & OBJECTIVE The Infectious Disease Society of America guidelines recommend vancomycin trough levels of 15-20 mg/L for severe methicillin-resistant Staphylococcus aureus. However, recent consensus guidelines of four infectious disease organizations no longer recommend vancomycin dosing using minimum serum trough concentrations. Therefore, this study aimed to evaluate the impact of low (< 15 mg/L) vs. high (≥ 15 mg/L) vancomycin trough levels on clinical outcomes in adult patients with sepsis or gram-positive bacterial infections. METHOD A systematic literature review from inception to December 2022 was conducted using four online databases, followed by a meta-analysis. The outcomes of interest included clinical response/efficacy, microbial clearance, length of ICU stay, treatment failure, nephrotoxicity, and mortality. RESULTS Fourteen cohort studies met the inclusion criteria from which vancomycin trough concentration data were available for 5,228 participants. Our analysis found no association between vancomycin trough levels and clinical response [OR = 1.06 (95%CI 0.41-2.72], p = 0.91], microbial clearance [OR = 0.47 (95% CI 0.23-0.96), p = 0.04], ICU length of stay [MD=-1.01 (95%CI -5.73-3.71), p = 0.68], or nephrotoxicity [OR = 0.57 (95% CI 0.31-1.06), p = 0.07]. However, low trough levels were associated with a non-significant trend towards a lower risk of treatment failure [OR = 0.89 (95% CI 0.73-1.10), p = 0.28] and were significantly associated with reduced risk of all-cause mortality [OR = 0.74 (95% CI 0.62-0.90), p = 0.002]. CONCLUSION Except for a lower risk of treatment failure and all-cause mortality at low vancomycin trough levels, this meta-analysis found no significant association between vancomycin trough levels and clinical outcomes in adult patients with sepsis or gram-positive bacterial infections.
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Affiliation(s)
- Subhash Chander
- Department of Medicine, Icahn School of Medicine, Mount Sinai, New York, NY, USA.
- Mount Sinai Beth Israel Hospital, 281 1st Ave, New York, NY, 10003, USA.
| | - Roopa Kumari
- Department of Pathology, Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | - Hong Yu Wang
- Department of Medicine, Icahn School of Medicine, Mount Sinai, New York, NY, USA
| | | | - Om Parkash
- Department of Medicine, Montefiore Medical Center, Bronx, NY, USA
| | - Sindhu Lohana
- Department of Medicine, AGA khan University Hospital, Karachi, Pakistan
| | - Fnu Sorath
- Department of Medicine, Dow University Health Sciences, Karachi, Pakistan
| | - Abhi Chand Lohana
- Department of Medicine, Western Michigan University, Kalamazoo, WV, USA
| | - Fnu Sadarat
- Department of Medicine, University at Buffalo, Buffalo, NY, USA
| | - Sheena Shiwlani
- Department of Medicine, Icahn School of Medicine, Mount Sinai, New York, NY, USA
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Kilianova Z, Cizmarova I, Spaglova M, Piestansky J. Recent Trends in Therapeutic Drug Monitoring of Peptide Antibiotics. J Sep Sci 2024; 47:e202400583. [PMID: 39400453 DOI: 10.1002/jssc.202400583] [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: 08/04/2024] [Revised: 09/17/2024] [Accepted: 09/19/2024] [Indexed: 10/15/2024]
Abstract
Antimicrobial peptides take a specific position in the field of antibiotics (ATBs), however, from a large number of available molecules only a few of them were approved and are used in clinics. These therapeutic modalities play a crucial role in the management of diseases caused by multidrug-resistant bacterial pathogens and represent the last-line therapy for bacterial infections. Therefore, there is a demand for a rationale use of such ATBs based on optimization of the dosing strategy to minimize the risk of resistance and ensure the sustainable efficacy of the drug in real clinical practice. Therapeutic drug monitoring, as a measurement of drug concentration in the body fluids or tissues, results in the optimization of the patient´s medication and therapy outcome. This strategy is beneficial and could result in tailored therapy for different types of infection and the prolongation of the use and efficacy of ATBs in hospitals. This review paper provides an actual overview of approved antimicrobial peptides used in clinical practice and covers current trends in their analysis by convenient and advanced methodologies used for their identification and/or quantitation in biological matrices for therapeutic drug monitoring purposes. Special emphasis is given to the methods with perspective clinical outcomes.
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Affiliation(s)
- Zuzana Kilianova
- Department of Pharmacology and Toxicology, Faculty of Pharmacy, Comenius University in Bratislava, Bratislava, Slovak Republic
| | - Ivana Cizmarova
- Department of Pharmaceutical Analysis and Nuclear Pharmacy, Faculty of Pharmacy, Comenius University in Bratislava, Bratislava, Slovak Republic
| | - Miroslava Spaglova
- Department of Galenic Pharmacy, Faculty of Pharmacy, Comenius University in Bratislava, Bratislava, Slovak Republic
| | - Juraj Piestansky
- Department of Galenic Pharmacy, Faculty of Pharmacy, Comenius University in Bratislava, Bratislava, Slovak Republic
- Toxicological and Antidoping Center, Faculty of Pharmacy, Comenius University in Bratislava, Bratislava, Slovak Republic
- Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovak Republic
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Payne W, Thompson S, Burton BN. Comparing Two Vancomycin Loading Dose Regimens in Patients With Obesity: A Single-Center Prospective Clinical Trial. Cureus 2024; 16:e70849. [PMID: 39493211 PMCID: PMC11531792 DOI: 10.7759/cureus.70849] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/04/2024] [Indexed: 11/05/2024] Open
Abstract
BACKGROUND Obesity can significantly influence the pharmacokinetics of several medications, including vancomycin. Consequently, specialized dosing strategies may be required to ensure efficacy and safety in patients with obesity (PwO) requiring treatment with vancomycin. This single-center, prospective study evaluated two vancomycin loading dose regimens in PwO, comparing serum vancomycin concentrations, adverse events, and the impact on renal function. METHODS Adult patients weighing over 100 kg were randomized into two study groups. A 20 mg/kg loading dose of vancomycin was administered to both groups, with one group restricted to a maximum dose of 2000 mg (n=33) and the other group receiving up to 4000 mg (n=34). RESULTS Patients receiving the 4000 mg maximal dose achieved significantly higher median vancomycin concentrations at the initial trough (9.1 mg/L vs. 11.3 mg/L, p=0.0497), mean concentrations at the 7.5-hour interval trough (14.4 mg/L vs. 17.1 mg/L, p=0.0151), and mean concentrations at the post-load peak (23.9 mg/L vs. 30.9 mg/L, p=0.0023), without a corresponding increase in adverse renal outcomes, hospital length of stay, or mortality as compared with the 2000 mg maximum dose group. CONCLUSIONS The study's findings demonstrate that higher vancomycin doses in PwO are safely tolerated and do not result in short-term adverse effects on renal function. This study helps us better understand vancomycin pharmacotherapy in PwO, supporting the need for further research to refine dosing guidelines for these patients.
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Affiliation(s)
- William Payne
- Emergency Medicine, Charleston Area Medical Center, Charleston, USA
| | | | - Brian N Burton
- Research, Charleston Area Medical Center, Charleston, USA
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Hughes MSA, Hughes JH, Endicott J, Langton M, Ahern JW, Keizer RJ. Developing Parametric and Nonparametric Models for Model-Informed Precision Dosing: A Quality Improvement Effort in Vancomycin for Patients With Obesity. Ther Drug Monit 2024; 46:575-583. [PMID: 38758633 PMCID: PMC11389886 DOI: 10.1097/ftd.0000000000001214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 03/02/2024] [Indexed: 05/19/2024]
Abstract
BACKGROUND Both parametric and nonparametric methods have been proposed to support model-informed precision dosing (MIPD). However, which approach leads to better models remains uncertain. Using open-source software, these 2 statistical approaches for model development were compared using the pharmacokinetics of vancomycin in a challenging subpopulation of class 3 obesity. METHODS Patients on vancomycin at the University of Vermont Medical Center from November 1, 2021, to February 14, 2023, were entered into the MIPD software. The inclusion criteria were body mass index (BMI) of at least 40 kg/m 2 and 1 or more vancomycin levels. A parametric model was created using nlmixr2/NONMEM, and a nonparametric model was created using Pmetrics. Then, a priori and a posteriori predictions were evaluated using the normalized root mean squared error (nRMSE) for precision and the mean percentage error (MPE) for bias. The parametric model was evaluated in a simulated MIPD context using an external validation dataset. RESULTS In total, 83 patients were included in the model development, with a median age of 56.6 years (range: 24-89 years), and a median BMI of 46.3 kg/m 2 (range: 40-70.3 kg/m 2 ). Both parametric and nonparametric models were 2-compartmental, with creatinine clearance and fat-free mass as covariates to clearance and volume parameters, respectively. The a priori MPE and nRMSE for the parametric versus nonparametric models were -6.3% versus 2.69% and 27.2% versus 30.7%, respectively. The a posteriori MPE and RMSE were 0.16% and 0.84%, and 13.8% and 13.1%. The parametric model matched or outperformed previously published models on an external validation dataset (n = 576 patients). CONCLUSIONS Minimal differences were found in the model structure and predictive error between the parametric and nonparametric approaches for modeling vancomycin class 3 obesity. However, the parametric model outperformed several other models, suggesting that institution-specific models may improve pharmacokinetics management.
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Affiliation(s)
| | | | | | - Meagan Langton
- University of Vermont Medical Center, Burlington, Vermont
| | - John W Ahern
- University of Vermont Medical Center, Burlington, Vermont
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Alshouli B, Abbas MO, Alsharji R, Jaber AAS. Evaluation of knowledge and attitude concerning augmented renal clearance among physicians and clinical pharmacists in Al-Ain, UAE: A cross-sectional study. PLoS One 2024; 19:e0310081. [PMID: 39298392 DOI: 10.1371/journal.pone.0310081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 08/25/2024] [Indexed: 09/21/2024] Open
Abstract
BACKGROUND Kidney function assessment is crucial in critical illness patients and is required before administering renally excreted medication, especially antibiotics and antiepileptics. Conventional clinical practice often focuses on renal impairment with low creatinine clearance (CrCl) and overlooks the augmented renal clearance (ARC), which is defined by (CrCl) more than 130 ml/min. This typical demonstration neglects individuals who experience hyperfunctioning kidneys. Among critically ill patients, the prevalence of (ARC) is approximately 20% to 65% of cases. This study aims to evaluate physicians' and clinical pharmacists' knowledge about ARC-associated risk factors, antibiotic regimen modification in ARC patients, and attitudes towards ARC workshops and guidelines in Al-Ain, UAE. METHODS A cross-sectional, online self-administered survey-based study was designed to achieve this study's aim. The questionnaire was constructed on profound literature analysis, validated, and piloted. The survey was emailed to physicians and pharmacists working in two hospitals, private and governmental, and distributed through different social media platforms over three months, December 2022-February 2023. RESULTS Of the 92 complete responses (32 clinical pharmacists, 60 physicians), 57 (61.9%), were aware of ARC, but 72 (78%) demonstrated poor knowledge overall. Clinical pharmacists had a higher mean rank of knowledge than the physician's group. Meanwhile, 70 (76.1%) participants were unaware of the eGFR threshold to determine ARC. There is a noticeable positive attitude toward seeking more information about antibiotic dose adjustment in ARC patients at 85 (92%) of the respondents. Remarkably, only 28 (30.4%) were directly involved with ARC patients' treatment plans. CONCLUSION In conclusion, clinical pharmacists showed better knowledge than physicians. However, overall, the participating healthcare providers lacked knowledge about ARC, so a reliable source of information regarding ARC should be utilized. Future research could explore the implementation of professional development workshops for healthcare providers and national guidelines and then assess their impact on patient outcomes.
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Affiliation(s)
- Betoul Alshouli
- Department of Pharmacy Practice, Dubai Pharmacy College for Girls, Dubai Medical University, Dubai, United Arab Emirates
| | - Maram O Abbas
- Department of Pharmacy Practice, Dubai Pharmacy College for Girls, Dubai Medical University, Dubai, United Arab Emirates
- Institute of Public Health, College of Medicine & Health Sciences, United Arab Emirates University, Al-Ain, United Arab Emirates
| | - Raniah Alsharji
- Inpatient Pharmacy, Oncology Department, Tawam Hospital, Tawam, Abu Dhabi, United Arab Emirates
| | - Ammar Ali Saleh Jaber
- Department of Pharmacy Practice, Dubai Pharmacy College for Girls, Dubai Medical University, Dubai, United Arab Emirates
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Chen TLW, RezazadehSaatlou M, Buddhiraju A, Seo HH, Shimizu MR, Kwon YM. Predicting extended hospital stay following revision total hip arthroplasty: a machine learning model analysis based on the ACS-NSQIP database. Arch Orthop Trauma Surg 2024; 144:4411-4420. [PMID: 39294531 DOI: 10.1007/s00402-024-05542-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2024] [Accepted: 09/03/2024] [Indexed: 09/20/2024]
Abstract
INTRODUCTION Prolonged length of stay (LOS) following revision total hip arthroplasty (THA) can lead to increased healthcare costs, higher rates of readmission, and lower patient satisfaction. In this study, we investigated the predictive power of machine learning (ML) models for prolonged LOS after revision THA using patient data from a national-scale patient repository. MATERIALS AND METHODS We identified 11,737 revision THA cases from the American College of Surgeons National Surgical Quality Improvement Program database from 2013 to 2020. Prolonged LOS was defined as exceeding the 75th value of all LOSs in the study cohort. We developed four ML models: artificial neural network (ANN), random forest, histogram-based gradient boosting, and k-nearest neighbor, to predict prolonged LOS after revision THA. Each model's performance was assessed during training and testing sessions in terms of discrimination, calibration, and clinical utility. RESULTS The ANN model was the most accurate with an AUC of 0.82, calibration slope of 0.90, calibration intercept of 0.02, and Brier score of 0.140 during testing, indicating the model's competency in distinguishing patients subject to prolonged LOS with minimal prediction error. All models showed clinical utility by producing net benefits in the decision curve analyses. The most significant predictors of prolonged LOS were preoperative blood tests (hematocrit, platelet count, and leukocyte count), preoperative transfusion, operation time, indications for revision THA (infection), and age. CONCLUSIONS Our study demonstrated that the ML model accurately predicted prolonged LOS after revision THA. The results highlighted the importance of the indications for revision surgery in determining the risk of prolonged LOS. With the model's aid, clinicians can stratify individual patients based on key factors, improve care coordination and discharge planning for those at risk of prolonged LOS, and increase cost efficiency.
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Affiliation(s)
- Tony Lin-Wei Chen
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Yuk Choi Rd 11, 999077, Hong Kong SAR, China
| | - MohammadAmin RezazadehSaatlou
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Anirudh Buddhiraju
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Henry Hojoon Seo
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Michelle Riyo Shimizu
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA
| | - Young-Min Kwon
- Bioengineering Laboratory, Department of Orthopaedic Surgery, Massachusetts General Hospital, Harvard Medical School, 55 Fruit Street, Boston, MA, 02114, USA.
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Wininger AE, Gurusamy P, Sullivan TC, Serpelloni S, Taraballi F, Park KJ, Brown TS. Intraosseous Versus Intravenous Vancomycin in Tourniquetless Primary Total Knee Arthroplasty: A Randomized Trial. J Arthroplasty 2024; 39:S224-S228. [PMID: 38462143 DOI: 10.1016/j.arth.2024.02.083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/28/2024] [Accepted: 02/29/2024] [Indexed: 03/12/2024] Open
Abstract
BACKGROUND Intraosseous (IO) administration of vancomycin at the time of total knee arthroplasty (TKA) has been shown to be safer and more effective than intravenous (IV) administration at preventing early periprosthetic joint infection. Previous studies have relied on tourniquet inflation to enhance local tissue concentrations and mitigate systemic release. METHODS A single-blinded, randomized clinical trial was performed on 20 patients (10 IV, 10 IO) undergoing primary TKA. The control (IV) group received weight-dosed vancomycin approximately 1 hour prior to the incision and weight-dosed cefazolin immediately prior to the incision. The interventional (IO) group received weight-dosed cefazolin immediately prior to the incision and 500 mg of vancomycin delivered via the IO technique at the time of the incision. Systemic samples for vancomycin levels were taken prior to the incision and at closure. During the procedure, tissue samples were taken from the distal femur, proximal tibia, and suprapatellar synovium. There were no differences in patient demographics or changes in serum creatinine from preoperative to postoperatively between groups. RESULTS Significant differences in systemic vancomycin levels (ug/mL) were found at the start of the case (IV = 27.9 ± 4.9 versus IO = 0 ± 0, P = .0004) and at the end of the case (IV = 19.6 ± 2.6 versus IO = 7.8 ± 1.0, P = .001). No significant differences were seen in the average vancomycin concentration in the distal femur (IV = 61.0 ± 16.0 versus IO = 66.2 ± 12.3, P = .80), proximal tibia (IV = 52.8 ± 13.5 versus IO = 57.1 ± 17.0, P = .84), or suprapatellar synovial tissue (IV = 10.7 ± 5.3 versus IO = 9.0 ± 3.3, P = .80). There were no complications associated with vancomycin administration in either group. CONCLUSIONS This study demonstrates the utility of IO vancomycin in tourniquetless TKA with similar local tissue and significantly lower systemic concentrations than IV administration. LEVEL OF EVIDENCE Level 1 therapeutic randomized trial.
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Affiliation(s)
- Austin E Wininger
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
| | - Pradyumna Gurusamy
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
| | - Thomas C Sullivan
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
| | - Stefano Serpelloni
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
| | - Francesca Taraballi
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
| | - Kwan J Park
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
| | - Timothy S Brown
- Department of Orthopedics and Sports Medicine, Houston Methodist Hospital, Houston, Texas
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Hong H, Chen Y, Zhou L, Bao J, Ma J. Risk factors analysis and construction of predictive models for acute kidney injury in overweight patients receiving vancomycin treatment. Expert Opin Drug Saf 2024:1-10. [PMID: 39140731 DOI: 10.1080/14740338.2024.2393285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Revised: 07/15/2024] [Accepted: 07/29/2024] [Indexed: 08/15/2024]
Abstract
BACKGROUND Vancomycin-induced acute kidney injury (VI-AKI) is one of its serious adverse reactions. The purpose of this study is to discuss the risk factors for VI-AKI in overweight patients and construct a clinical prediction model based on the results of the analysis. METHODS Multivariable logistic regression analysis was used to identify risk factors for VI-AKI and constructed nomogram models. The performance of the nomogram was evaluated based on the area under the receiver operating characteristic curve (AUC), calibration curves, and decision curve analysis (DCA). RESULT Cancer (OR 4.186, 95% CI 1.473-11.896), vancomycin trough concentration >20.0 μg/mL (OR 6.251, 95% CI 2.275-17.180), concomitant furosemide (OR 2.722, 95% CI 1.071-6.919) and vasoactive agent (OR 2.824, 95% CI 1.086-7.340) were independent risk factors for VI-AKI. The AUC of the nomogram validation cohorts were 0.807 (95% CI 0.785-0.846). The calibration curve revealed that the predicted outcome was in agreement with the actual observations. Finally, the DCA curves showed that the nomogram had a good clinical applicability value. CONCLUSION There are four independent risk factors for the occurrence of VI-AKI in overweight patients, and the nomogram prediction model has good predictive ability, which can provide reference for clinical decision-making.
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Affiliation(s)
- Huadong Hong
- Department of Pharmacy, Medical Center of Soochow University, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
| | - Yichen Chen
- Department of Pharmacy, Medical Center of Soochow University, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
| | - Ling Zhou
- Department of Pharmacy, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Jian'an Bao
- Department of Pharmacy, Medical Center of Soochow University, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
| | - Jingjing Ma
- Department of Pharmacy, Medical Center of Soochow University, The Fourth Affiliated Hospital of Soochow University, Suzhou, China
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Ben Romdhane H, Woillard JB, Ben Fadhel N, Chadli Z, Chaabane A, Boughattas N, Ben Fredj N, Aouam K. Population Pharmacokinetic of Vancomycin Administered by Continuous Infusion in Critically Ill Patients. Pharmacology 2024; 110:65-76. [PMID: 39154639 DOI: 10.1159/000539866] [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: 12/02/2022] [Accepted: 06/13/2024] [Indexed: 08/20/2024]
Abstract
INTRODUCTION Administration of vancomycin dose by continuous infusion (CI) according to population pharmacokinetic (Pop Pk) models is highly recommended in critically ill patients who exhibit pathophysiological changes. OBJECTIVE The objective of this study was to develop and validate a Pop Pk model of vancomycin administered by CI in critically ill patients with normal and impaired renal functions. METHODS The Pop Pk study was performed using a nonparametric approach (Pmetrics*). The influence of covariates (gender, age, weight, height, and creatinine clearance [Cr-Cl]) was tested on the model's Pk parameters. The performance of the final model was assessed using an external dataset. RESULTS A one-compartment model (volume of distribution [Vd], elimination from compartment [Ke]) was found to show a good prediction performance. The influence of covariates has shown that age and Cr-Cl affected significantly Vd and Ke, respectively. The distribution of simulated vancomycin clearance (CLv) according to different renal function levels showed a negative correlation between CLv and the severity of the renal impairment. The internal validation of the final model showed that the plot of individual-predicted concentration versus observed concentration resulted in r2 = 0.86 in the final model. The external validation of the final model showed an acceptable predictive performance. CONCLUSION We developed a Pop Pk model for vancomycin administered by CI in critically ill patients. A significant impact of Cr-Cl and different stages of renal failure on CLv has been demonstrated. The establishment of an individualized proposal dose based on this model may be helpful to achieve the target range which is critical in optimizing the efficacy and safety of this antibiotic.
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Affiliation(s)
- Haifa Ben Romdhane
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Jean Baptiste Woillard
- Department of Pharmacology and Toxicology, Centre Hospitalier Universitaire à Limoges, Limoges, France
| | - Najah Ben Fadhel
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Zohra Chadli
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Amel Chaabane
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Naceur Boughattas
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Nadia Ben Fredj
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
| | - Karim Aouam
- Department of Pharmacology, EPS Fattouma Bourguiba, Faculty of Medicine, University of Monastir, Monastir, Tunisia
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Ables M, Welch RW, Walley B. Development and Assessment of Vancomycin Dosing Utilizing AUC/MIC Protocol in Patients With End-Stage Renal Disease (ESRD) on Intermittent Hemodialysis (IHD). J Pharm Pract 2024; 37:922-926. [PMID: 37715731 DOI: 10.1177/08971900231198927] [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] [Indexed: 09/18/2023]
Abstract
Purpose: Vancomycin is commonly prescribed for the treatment of methicillin-resistant Staphylococcus aureus (MRSA) infections, including patients with end stage renal disease (ESRD) receiving intermittent hemodialysis (IHD). Infection is the second-leading cause of mortality in this patient population; therefore, optimizing vancomycin dosing is essential. New guidelines recommend using the ratio of area under the curve (AUC)/minimal inhibitory concentration (MIC) dosing with a target of 400-600 to maximize efficacy and minimize vancomycin nephrotoxicity. Summary: A retrospective chart review was performed to assess the current protocol for vancomycin dosing in ESRD patients on IHD at a community hospital in North Mississippi. A protocol was developed for dosing vancomycin utilizing AUC/MIC targets in this patient population. The study included all inpatient adults with ESRD receiving IHD at least 3 times weekly and receiving vancomycin. Data collection occurred in two phases. The first phase of data collection occurred before implementation of the new protocol and assessed the current vancomycin protocol effectiveness. In phase II of data collection, an assessment of the newly developed protocol utilizing similar data collected in phase I was conducted. Conclusions: It is thought that the difference in treatment outcomes and AUC/MIC targets is due to decreased immune function in this population. For this reason, we set our goal pre-dialysis level at 20-25 mg/dL, rather than 17-25 mg/dL, which correlates with an AUC/MIC of 480-600. It is important to quickly achieve therapeutic levels for the patients that do have MRSA to improve outcomes, to sustain these levels, and to reduce adverse events and costs.
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Affiliation(s)
- Mary Ables
- Department of Pharmacy, Baptist Memorial Hospital GTR, Columbus, MS, USA
| | - Ron W Welch
- Department of Pharmacy, Baptist Memorial Hospital GTR, Columbus, MS, USA
| | - Brittany Walley
- Department of Pharmacy, Baptist Memorial Hospital GTR, Columbus, MS, USA
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Pitayakittiwong C, Sermsappasuk P, Meesing A, Jaisue S. Association of Vancomycin AUC/MIC and Trough Concentration With Early Clinical Response in Enterococcus or Coagulase-Negative Staphylococcus Infection: A Prospective Study. J Clin Pharmacol 2024; 64:1006-1014. [PMID: 38639115 DOI: 10.1002/jcph.2441] [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: 01/12/2024] [Accepted: 03/20/2024] [Indexed: 04/20/2024]
Abstract
This study was condcuted to examine the association of area under the curve (AUC)/minimum inhibitory concentration (MIC) and trough concentration (Ctrough) of vancomycin with treatment outcome and nephrotoxicity in infections caused by Enterococcus spp. and coagulase-negative Staphylococci (CoNS). Peak and trough concentrations were used to calculate AUC in 89 patients receiving vancomycin for infections with Enterococcus spp. (n = 65) or CoNS (n = 24). Correlations between Ctrough, AUC/MIC, early clinical response (ECR), and nephrotoxicity were assessed and cutoff values were determined. Sixty-three (70.8%) patients showed improvement in ECR and 10 (11.2%) experienced nephrotoxicity. Enterococcus spp. infections displayed correlations between AUC/MIC and ECR for AUC0-24 h/MIC (r2 = 0.27, P ≤ .05) and AUC24-48 h/MIC (r2 = 0.28, P ≤ .05), but not for Ctrough (r2 = 0.21, P > .05). There were no correlations between Ctrough (r2 = 0.26, P > .05), AUC0-24 h/MIC (r2 = -0.12, P > .05), AUC24-48 h/MIC (r2 = 0.01, P > .05) and ECR for CoNS. In the CoNS group, a moderate correlation was found between ECR and Ctrough at a cutoff value of 6.9 μg/mL. In addition, nephrotoxicity is also moderately associated with AUC0-24 h and AUC24-48 h at 505.7 and 667.1 μg•h/mL, respectively. A strong correlation between nephrotoxicity and Ctrough was observed when the cutoff value was 18.9 μg/mL. AUC/MIC during the first 48 h was a determinant of vancomycin efficacy in Enterococcus infections but not for CoNS. Ctrough was not correlated with clinical outcome. Nephrotoxicity could be predicted using Ctrough and AUC for infections with both pathogens.
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Affiliation(s)
| | | | | | - Siriluk Jaisue
- Faculty of Pharmaceutical Sciences, Khon Kaen University, Khon Kaen, Thailand
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Higashi M, Nakano T, Sato K, Eguchi Y, Moriwaki N, Kamada M, Ikeuchi T, Kaneshige S, Uchiyama M, Hayashi T, Togawa A, Matsuo K, Kamimura H. Impact of the First Twenty-Four-Hour Area Under the Concentration-Time Curve/Minimum Inhibitory Concentration of Vancomycin on Treatment Outcomes in Patients With Methicillin-Resistant Staphylococcus aureus Bacteremia. J Clin Med Res 2024; 16:325-334. [PMID: 39206105 PMCID: PMC11349129 DOI: 10.14740/jocmr5238] [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: 06/17/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Background Vancomycin regimens are designed to achieve an area under the concentration-time curve/minimum inhibitory concentration (AUC/MIC) ratio ranging between 400 and 600 µg·h/mL in the steady state. However, in cases of critical infections such as bacteremia requiring an early treatment approach, the clinical course may be affected by the AUC/MIC before reaching the steady state, that is, the AUC/MIC values 24 h after the first dose (first 24-h AUC/MIC). This study evaluated the relationship between the first 24-h AUC/MIC and the clinical course of methicillin-resistant Staphylococcus aureus (MRSA) infection. Methods We retrospectively reviewed the records of patients with MRSA bacteremia in a university hospital between 2015 and 2022. The first 24-h AUC/MIC cutoff was set at 300 µg·h/mL based on the results of early response, and eligible patients were divided into groups with a first 24-h AUC/MIC either < 300 µg·h/mL (< 300 group, n = 32) or ≥ 300 µg·h/mL (≥ 300 group, n = 38). The primary endpoint was the rate of treatment efficacy, and the secondary endpoints were time to clinical and bacteriological improvement and 30-day survival rate. Results Treatment efficacy and 30-day survival rates were not significantly different between the two groups (78.1% vs. 79.0%, P = 0.933 and 83.9% vs. 87.2%, P = 0.674, respectively). Among patients who showed treatment efficacy, the median time to clinical and bacteriological improvement was 11.5 days and 8.0 days in the < 300 and ≥ 300 groups, respectively; compared to the ≥ 300 group, the < 300 group had a significantly longer time to improvement (P = 0.001). Conclusions The first 24-h AUC/MIC had no effect on the treatment efficacy and 30-day survival rates. However, the time to clinical and bacteriological improvement was significantly prolonged in the < 300 group, indicating that the first 24-h AUC/MIC does not affect the rate of therapeutic efficacy but may affect the treatment period.
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Affiliation(s)
- Mika Higashi
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Takafumi Nakano
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
- Department of Oncology and Infectious Disease Pharmacy, Faculty of Pharmaceutical Sciences, Fukuoka University, Jonan-ku, Fukuoka 814-0180, Japan
| | - Keisuke Sato
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Yukiomi Eguchi
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Norihiro Moriwaki
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Mitsuhiro Kamada
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Tadahiro Ikeuchi
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Susumu Kaneshige
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
| | - Masanobu Uchiyama
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
- Department of Oncology and Infectious Disease Pharmacy, Faculty of Pharmaceutical Sciences, Fukuoka University, Jonan-ku, Fukuoka 814-0180, Japan
| | - Toshinobu Hayashi
- Department of Emergency and Disaster Medical Pharmacy, Faculty of Pharmaceutical Sciences, Fukuoka University, Jonan-ku, Fukuoka 814-0180, Japan
| | - Atsushi Togawa
- Department of Medical Oncology, Hematology, and Infectious Diseases, Faculty of Medicine, Fukuoka University, Jonan-ku, Fukuoka, Japan
| | - Koichi Matsuo
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
- Department of Oncology and Infectious Disease Pharmacy, Faculty of Pharmaceutical Sciences, Fukuoka University, Jonan-ku, Fukuoka 814-0180, Japan
| | - Hidetoshi Kamimura
- Department of Pharmacy, Fukuoka University Hospital, Jonan-ku, Fukuoka 814-0133, Japan
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48
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Wong S, Selby PR, Reuter SE. Determination of a vancomycin nephrotoxicity threshold and assessment of target attainment in hematology patients. Pharmacol Res Perspect 2024; 12:e1231. [PMID: 38940223 PMCID: PMC11211924 DOI: 10.1002/prp2.1231] [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: 02/13/2024] [Revised: 05/29/2024] [Accepted: 06/11/2024] [Indexed: 06/29/2024] Open
Abstract
An area-under-the-curve (AUC24)-based approach is recommended to guide vancomycin therapeutic drug monitoring (TDM), yet trough concentrations are still commonly used despite associated risks. A definitive toxicity target is lacking, which is important for hematology patients who have a higher risk of nephrotoxicity. The aims were to (1) assess the impact of trough-based TDM on acute kidney injury (AKI) incidence, (2) establish a vancomycin nephrotoxicity threshold, and (3) evaluate the proportion of hematology patients achieving vancomycin therapeutic targets. Retrospective data was collected from 100 adult patients with a hematological malignancy or aplastic anemia who received vancomycin between April 2020 and January 2021. AKI occurrence was determined based on serum creatinine concentrations, and individual pharmacokinetic parameters were estimated using a Bayesian approach. Receiver operating characteristic (ROC) curve analysis was performed to assess the ability of pharmacokinetic indices to predict AKI occurrence. The proportion of patients who achieved target vancomycin exposure was evaluated based on an AUC24/MIC ≥400 and the determined toxicity threshold. The incidence of AKI was 37%. ROC curve analysis indicated a maximum AUC24 of 644 mg.h/L over the treatment period was an important predictor of AKI. By Day 4 of treatment, 29% of treatment courses had supratherapeutic vancomycin exposure, with only 62% of courses achieving AUC24 targets. The identified toxicity threshold supports an AUC24 target range of 400-650 mg.h/L, assuming an MIC of 1 mg/L, to optimize vancomycin efficacy and minimize toxicity. This study highlights high rates of AKI in this population and emphasizes the importance of transitioning from trough-based TDM to an AUC-based approach to improve clinical outcomes.
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Affiliation(s)
- Sherilyn Wong
- UniSA Clinical and Health SciencesUniversity of South AustraliaAdelaideSouth AustraliaAustralia
| | - Philip R. Selby
- UniSA Clinical and Health SciencesUniversity of South AustraliaAdelaideSouth AustraliaAustralia
- School of MedicineThe University of AdelaideAdelaideSouth AustraliaAustralia
- SA Pharmacy, Royal Adelaide HospitalAdelaideSouth AustraliaAustralia
| | - Stephanie E. Reuter
- UniSA Clinical and Health SciencesUniversity of South AustraliaAdelaideSouth AustraliaAustralia
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49
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Tootooni MS, Barreto EF, Wutthisirisart P, Kashani KB, Pasupathy KS. Determining steady-state trough range in vancomycin drug dosing using machine learning. J Crit Care 2024; 82:154784. [PMID: 38503008 PMCID: PMC11139571 DOI: 10.1016/j.jcrc.2024.154784] [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: 01/11/2024] [Revised: 03/05/2024] [Accepted: 03/10/2024] [Indexed: 03/21/2024]
Abstract
BACKGROUND Vancomycin is a renally eliminated, nephrotoxic, glycopeptide antibiotic with a narrow therapeutic window, widely used in intensive care units (ICU). We aimed to predict the risk of inappropriate vancomycin trough levels and appropriate dosing for each ICU patient. METHODS Observed vancomycin trough levels were categorized into sub-therapeutic, therapeutic, and supra-therapeutic levels to train and compare different classification models. We included adult ICU patients (≥ 18 years) with at least one vancomycin concentration measurement during hospitalization at Mayo Clinic, Rochester, MN, from January 2007 to December 2017. RESULT The final cohort consisted of 5337 vancomycin courses. The XGBoost models outperformed other machine learning models with the AUC-ROC of 0.85 and 0.83, specificity of 53% and 47%, and sensitivity of 94% and 94% for sub- and supra-therapeutic categories, respectively. Kinetic estimated glomerular filtration rate and other creatinine-based measurements, vancomycin regimen (dose and interval), comorbidities, body mass index, age, sex, and blood pressure were among the most important variables in the models. CONCLUSION We developed models to assess the risk of sub- and supra-therapeutic vancomycin trough levels to improve the accuracy of drug dosing in critically ill patients.
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Affiliation(s)
- M Samie Tootooni
- Department of Health Informatics and Data Science, Loyola University Chicago, Maywood, IL, United States of America.
| | - Erin F Barreto
- Department of Pharmacy, Mayo Clinic, Rochester, MN, United States of America
| | - Phichet Wutthisirisart
- Department of Health Sciences Research, Mayo Clinic, Rochester, MN, United States of America
| | - Kianoush B Kashani
- Division of Nephrology and Hypertension, Division of Pulmonary and Critical Care Medicine, Department of Medicine, Mayo Clinic, Rochester, MN, United States of America.
| | - Kalyan S Pasupathy
- Department of Biomedical and Health Information Sciences, University of Illinois Chicago, Chicago, IL, United States of America.
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50
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Liu J, Zhang X, Liang G, Zhu J, Yang Y, Zheng Y, Han Y, Yu L, Zhao Y, Yu Z. Is it time to recommend AUC-based vancomycin therapeutic drug monitoring only? A cross-sectional survey in China. Front Pharmacol 2024; 15:1370040. [PMID: 39070794 PMCID: PMC11272526 DOI: 10.3389/fphar.2024.1370040] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2024] [Accepted: 07/01/2024] [Indexed: 07/30/2024] Open
Abstract
Background The latest published therapeutic drug monitoring (TDM) guidelines for vancomycin recommend changing trough-based monitoring to area under the concentration-to-time curve (AUC)-based monitoring. This study aimed to evaluate the implementation status and perceptions of vancomycin AUC-based TDM in China and to determine the challenges in performing AUC-based TDM. Methods A nationwide cross-sectional survey was conducted in China using an online questionnaire. The questionnaire comprised a total of 25 questions with open- and closed-ended answers to collect information about the current implementation of vancomycin TDM and the participants' perceptions of these practices. The questionnaire responses were collected via the Questionnaire Star platform and analyzed. Results A total of 161 questionnaires were completed by 131 hospitals and were included. Approximately 59.5% (78/131) of the surveyed hospitals conducted vancomycin TDM; however, only 10.7% (14/131) of these hospitals performed AUC-based vancomycin TDM. Of the eligible participants, 58.4% (94/161) had experience with vancomycin TDM, and only 37 participants (37/161, 23.0%) had the ability to estimate the AUC, primarily through Bayesian simulation (33/161, 20.5%). The participants considered the following challenges to implementing AUC-based monitoring: (1) the high cost of AUC-based monitoring; (2) inadequate knowledge among pharmacists and/or physicians; (3) the complexity of AUC calculations; (4) difficulty obtaining AUC software; and (5) unclear benefit of AUC-based monitoring. Conclusion The majority of surveyed hospitals have not yet implemented AUC-based vancomycin TDM. Multiple challenges should be addressed before wide implementation of AUC-based monitoring, and guidance for trough-based monitoring is still needed.
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Affiliation(s)
- Jieqiong Liu
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- The 903rd Hospital of PLA Joint Logistic Support Force, Hangzhou, China
| | - Xuan Zhang
- Northern Jiangsu People’s Hospital, Yangzhou, China
| | - Gang Liang
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Jianping Zhu
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yi Yang
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Ying Zheng
- The 903rd Hospital of PLA Joint Logistic Support Force, Hangzhou, China
| | - Yun Han
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- College of Pharmaceutical Science, Zhejiang University, Hangzhou, China
- Research Center for Clinical Pharmacy, Zhejiang University, Hangzhou, China
| | - Lingyan Yu
- Research Center for Clinical Pharmacy, Zhejiang University, Hangzhou, China
- The Second Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China
| | - Yuhua Zhao
- Affiliated Xiaoshan Hospital, Hangzhou Normal University, Hangzhou, China
| | - Zhenwei Yu
- Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, China
- Research Center for Clinical Pharmacy, Zhejiang University, Hangzhou, China
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