Abstract:Purpose
To assess the clinical impact of a vancomycin dosing protocol and monitoring tool on initial dose, dosing interval, and trough concentrations in adult medicine patients.
Methods
This was a retrospective chart review of adult medicine patients who received at least one dose of vancomycin and were admitted during the pre-implementation period, February 1 to April 2009, or during the post-implementation period, June 1 to October 31, 2009. All outcomes for patients in the pre-implementation group were co… Show more
“…In contrast, our nomogram allows the clinician to choose the appropriate trough goal, 10–15 mcg/mL or 15–20 mcg/mL, based on the patient's indication for therapy. Our results are comparable to those in the Devabhakthumi et al study, in which 44% versus 45% of subjects were in the therapeutic range, respectively, and this may be due to our similar inclusion criteria which was very broad with few exclusion criteria, making the nomograms broadly applicable [11]. Our results are lower than those seen in the Kullar et al study, 44% versus 58%, respectively, and may be due to the fact that the patients included in the Kullar et al study were generally stable.…”
Section: Discussionsupporting
confidence: 87%
“…In comparison to the nomogram developed by Devabhakthumi et al, our nomogram is similar in design, utilizing weight to determine the vancomycin dose and creatinine clearance to determine the dosing interval [11]. However, the Devabhakthumi nomogram did not differentiate between obese and nonobese patients and also did not separate trough goals.…”
Section: Discussionmentioning
confidence: 99%
“…However, the Devabhakthumi nomogram did not differentiate between obese and nonobese patients and also did not separate trough goals. A therapeutic trough in the Devabhakthumi et al study was considered appropriate if it fell anywhere between 10–20 mcg/mL regardless of the patients' indication for therapy [11]. In contrast, our nomogram allows the clinician to choose the appropriate trough goal, 10–15 mcg/mL or 15–20 mcg/mL, based on the patient's indication for therapy.…”
Section: Discussionmentioning
confidence: 99%
“…The second dosing protocol by Devabhakthumi et al was a retrospective analysis utilizing the patient's weight to determine dose and renal function to determine the dosing interval. Although results showed that an increased number of patients were initiated on an appropriate vancomycin dose, which authors defined as 15 mg/kg/dose, the percentage of patients achieving appropriate trough concentrations was not improved with the implementation of the dosing protocol [11]. Also, no adjustment was made to the dosing protocol if the patient was obese or nonobese.…”
Purpose. To determine if the use of a novel vancomycin nomogram predicts dosing regimens that achieve target trough concentrations equal to or more accurate than dosing regimens calculated using traditional pharmacokinetic calculations, evaluate the incidence of subtherapeutic and supratherapeutic troughs, and assess pharmacist's impressions of the nomogram.
Methods. Prospective, open-label study in 473 patients who had a new order for vancomycin and were >18 years of age and ≤120 kg. Patients were randomized to the active group, dosed using the nomogram, or to the control group, dosed using traditional pharmacokinetic calculations already in place at our institution.
Results. Patients dosed via nomogram were within the appropriate trough range in 44% of cases compared to 33% in the control group (P = 0.014). Vancomycin troughs less than 10 mcg/mL were significantly decreased with the use of nomogram (P = 0.032). Incidence of supratherapeutic troughs, greater than 20 mcg/mL, was not significantly different between groups (P = 0.706), and pharmacists agreed that the nomogram was easy to use and saved their time.
Conclusions. A novel vancomycin nomogram was prospectively validated and found to be more effective than traditional pharmacokinetic dosing. The nomogram is being implemented as the standard dosing protocol at our institution.
“…In contrast, our nomogram allows the clinician to choose the appropriate trough goal, 10–15 mcg/mL or 15–20 mcg/mL, based on the patient's indication for therapy. Our results are comparable to those in the Devabhakthumi et al study, in which 44% versus 45% of subjects were in the therapeutic range, respectively, and this may be due to our similar inclusion criteria which was very broad with few exclusion criteria, making the nomograms broadly applicable [11]. Our results are lower than those seen in the Kullar et al study, 44% versus 58%, respectively, and may be due to the fact that the patients included in the Kullar et al study were generally stable.…”
Section: Discussionsupporting
confidence: 87%
“…In comparison to the nomogram developed by Devabhakthumi et al, our nomogram is similar in design, utilizing weight to determine the vancomycin dose and creatinine clearance to determine the dosing interval [11]. However, the Devabhakthumi nomogram did not differentiate between obese and nonobese patients and also did not separate trough goals.…”
Section: Discussionmentioning
confidence: 99%
“…However, the Devabhakthumi nomogram did not differentiate between obese and nonobese patients and also did not separate trough goals. A therapeutic trough in the Devabhakthumi et al study was considered appropriate if it fell anywhere between 10–20 mcg/mL regardless of the patients' indication for therapy [11]. In contrast, our nomogram allows the clinician to choose the appropriate trough goal, 10–15 mcg/mL or 15–20 mcg/mL, based on the patient's indication for therapy.…”
Section: Discussionmentioning
confidence: 99%
“…The second dosing protocol by Devabhakthumi et al was a retrospective analysis utilizing the patient's weight to determine dose and renal function to determine the dosing interval. Although results showed that an increased number of patients were initiated on an appropriate vancomycin dose, which authors defined as 15 mg/kg/dose, the percentage of patients achieving appropriate trough concentrations was not improved with the implementation of the dosing protocol [11]. Also, no adjustment was made to the dosing protocol if the patient was obese or nonobese.…”
Purpose. To determine if the use of a novel vancomycin nomogram predicts dosing regimens that achieve target trough concentrations equal to or more accurate than dosing regimens calculated using traditional pharmacokinetic calculations, evaluate the incidence of subtherapeutic and supratherapeutic troughs, and assess pharmacist's impressions of the nomogram.
Methods. Prospective, open-label study in 473 patients who had a new order for vancomycin and were >18 years of age and ≤120 kg. Patients were randomized to the active group, dosed using the nomogram, or to the control group, dosed using traditional pharmacokinetic calculations already in place at our institution.
Results. Patients dosed via nomogram were within the appropriate trough range in 44% of cases compared to 33% in the control group (P = 0.014). Vancomycin troughs less than 10 mcg/mL were significantly decreased with the use of nomogram (P = 0.032). Incidence of supratherapeutic troughs, greater than 20 mcg/mL, was not significantly different between groups (P = 0.706), and pharmacists agreed that the nomogram was easy to use and saved their time.
Conclusions. A novel vancomycin nomogram was prospectively validated and found to be more effective than traditional pharmacokinetic dosing. The nomogram is being implemented as the standard dosing protocol at our institution.
“…These findings are similar to previous first‐world studies that reported therapeutic trough concentrations of 42% to 45% . Achievement of therapeutic trough concentrations was 21% higher when computerized TDM procedures were adhered to.…”
The glycopeptide antibiotic vancomycin is used for treatment of methicillin-resistant Gram-positive cocci. Adequate vancomycin plasma concentrations are related to bacterial cure. However, inter- and intrapatient variability make it difficult to achieve therapeutic vancomycin concentrations. The primary objective of this study was to determine the effectiveness of using computerized therapeutic drug monitoring (TDM) to assist in achieving therapeutic vancomycin concentrations at a tertiary hospital in South Africa. This was a 2-period study consisting of a retrospective 1-month observational period followed by a prospective 1-month period in which computerized TDM was implemented as an intervention to assist with vancomycin dose individualization. During the prospective period, all vancomycin TDM results were followed by dosage individualization using computerized TDM. The retrospective period included 77 patients with 292 vancomycin concentrations: 69% (53/77) adult and 31% (24/77) pediatric patients. The prospective period included 80 patients with 217 vancomycin concentrations measured: 69% (55/80) adult and 31% (25/80) pediatric patients. Fewer vancomycin TDM data were requested during the prospective period with a median (interquartile range) of 2 (1-3) samples per patient compared with 3 (1-5) samples per patient during the retrospective period. The odds ratio of achieving therapeutic trough concentrations was 3.63 (95%CI 1.81-7.3) in the prospective period when TDM-adjusted vancomycin dosing and appropriate TDM procedures were applied. The use of computerized TDM resulted in a higher frequency of therapeutic vancomycin concentrations in a middle-income setting. Trough vancomycin concentrations alone correlate poorly with the area under plasma concentration-time curve from 0 to 24 hours.
This paper demonstrates the use of a genetic algorithm (GA) for the optimization of a dosing guideline. GAs are well-suited to derive combinations of doses and dosing intervals that go into a dosing guideline when the number of possible combinations rule out the calculation of all possible outcomes. GAs also allow for different constraints to be imposed on the optimization process to safeguard the clinical feasibility of the dosing guideline. In this work, we demonstrate the use of a GA for the optimization of intermittent vancomycin administration in adult patients. Constraints were placed on the dose strengths, the length of the dosing intervals, and the maximum infusion rate. In addition, flexibility with respect to the timing of the first maintenance dose was included in the optimization process. The GA-based optimal solution is compared with the Scottish Antimicrobial Prescribing Group vancomycin guideline.
www.psp-journal.comGenetic Algorithm-Based Dosing Optimization Colin et al. www.psp-journal.com Genetic Algorithm-Based Dosing Optimization Colin et al.
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