Pharmacogenetics: the therapeutic drug monitoring of the future?

Genetic variability in drug response occurs as a result of molecular alterations at the level of drug-metabolising enzymes, drug targets/receptors, and drug transport proteins. In this paper, we discuss the possibility that therapeutic drug monitoring (TDM) in the future will involve not the mere measurement and interpretation of drug concentrations but will include both traditional TDM and pharmacogenetics-oriented TDM. In contrast to traditional TDM, which cannot be performed until after a drug is administered to the patient. pharmacogenetics-oriented TDM can be conducted even before treatment begins. Other advantages of genotyping over traditional TDM include, but are not limited to, the following: (i) it does not require the assumption of steady-state conditions (or patient compliance) for the interpretation of results; (ii) it can often be performed less invasively (with saliva, hair root or buccal swab samples); (iii) it can provide predictive value for multiple drugs [e.g. a number of cytochrome P450 (CYP) 2D6, CYP2C 19 or CYP2C9 substrates] rather than a single drug; (iv) it provides mechanistic, instead of merely descriptive, information; and (v) it is constant over an individual's lifetime (and not influenced by concurrent drug administration, alteration in hormonal levels or disease states). Pharmacogenetic information can be applied a priori for initial dose stratification and identification of cases where certain drugs are simply not effective. However, traditional TDM will still be required for all of the reasons that we use it now. In current clinical practice, pharmacogenetic testing is performed for only a few drugs (e.g. mercaptopurine, thioguanine, azathioprine, trastuzumab and tacrine) and in a limited number of teaching hospitals and specialist academic centres. We propose that other drugs (e.g. warfarin, phenytoin, codeine, oral hypoglycaemics, tricyclic antidepressants, aminoglycosides, digoxin, cyclosporin, cyclophosphamide, ifosfamide, theophylline and clozapine) are potential candidates for pharmacogenetics-oriented TDM. However, prospective studies of phaymacogenetics-oriented TDM must be performed to determine its efficacy and cost effectiveness in optimising therapeutic effects while minimising toxicity. In the future, in addition to targeting a patient's drug concentrations within a therapeutic range, pharmacists are likely to be making dosage recommendations for individual drugs on the basis of the individual patient's genotype. As we enter the era of personalised drug therapy, we will be able to identify not only the best drug to be administered to a particular patient, but also the most effective and safest dosage from the outset of therapy.

A limited sampling strategy for cyclosporine area under the curve monitoring in lung transplant recipients.

We developed a limited sampling strategy (LSS) for predicting cyclosporine (Neoral) area under the curve from concentration-time data obtained specifically from lung transplant recipients. The optimal and most clinically convenient LSS for lung transplant recipients, based on patient wait time, number of blood samples required, percent prediction error, and assessment of predictive performance is one that requires 2 blood samples collected at 1 and 3 hours post-dose: AUC = 1.75 x C(1) + 4.91 x C(3) + 185.62.

Role of therapeutic drug monitoring for protease inhibitors.

OBJECTIVE: To review the role of therapeutic drug monitoring (TDM) for protease inhibitors in the treatment of HIV infection. DATA SOURCES: Primary articles were identified using MEDLINE (1966-October 2000), EMBASE (1987-October 2000), AIDSLINE (1980-October 2000), Current Contents, PubMed, and Medscape. Further articles were identified from bibliographic review of primary articles and review papers. Abstracts presented at the World AIDS Conference, Interscience Conference on Antimicrobial Agents and Chemotherapy, and Conference on Retroviruses and Opportunistic Infections were also identified from 1997 to 2000. STUDY SELECTION AND DATA EXTRACTION: All English-language, prospective clinical trials, as well as selected retrospective studies and case series, pertaining to therapeutic drug monitoring of protease inhibitors were included. DATA SYNTHESIS: A number of clinical studies have found a good relationship between concentration and pharmacologic response and/or toxicity as well as wide interpatient variability in the pharmacokinetics of protease inhibitors. There also is some preliminary evidence of the usefulness of plasma drug concentrations to guide dosage adjustments of protease inhibitors in patients with liver dysfunction. Furthermore, there is preliminary evidence of a relationship between drug concentrations and resistance. CONCLUSIONS: A number of clinical studies support the usefulness of TDM of protease inhibitors. However, before TDM can be of the most value, further evaluation requires simplified and standardized assays to be performed routinely by clinical laboratories; determination of the appropriate target concentration and therapeutic range, as well as the best predictor of pharmacologic response; and refined interpretation of plasma drug concentrations. Randomized, controlled clinical trials of patient outcomes are needed to assess the clinical utility of TDM for protease inhibitors.

Post hoc power analysis: an idea whose time has passed?

Using a hypothetical scenario typifying the experience that authors have when submitting manuscripts that report results of negative clinical trials, the pitfalls of a post hoc analysis are illustrated. We used the same scenario to explain how confidence intervals are used in interpreting results of clinical trials. We showed that confidence intervals better inform readers about the possibility of an inadequate sample size than do post hoc power calculations.

A study of the pharmacokinetic profile of low-dose hepatitis B immune globulin in long-term liver transplant recipients for chronic hepatitis B infection.

Post-transplant protocols for hepatitis B (HBV) prophylaxis using high-dose intravenous hepatitis B immune globulin (10,000 IU) with or without lamivudine are commonly reported. Our centre has previously reported a low-dose intramuscular (i.m.) protocol and lamivudine with excellent results. There have been, however, no pharmacokinetic studies of i.m. hepatitis B immune globulin (HBIG) in this setting. The objective of this study was to determine the pharmacokinetic profile of i.m. HBIG in long-term post-liver-transplant recipients to determine a rational dosing protocol. Six stable liver transplant recipients receiving monthly i.m. HBIG injections for greater than one year were enrolled in this study. All patients had no detectable HBV DNA levels. HBIG titers (anti-HBs) were measured predose, then three times weekly for four weeks and then twice weekly until the serum HBIG titers were 100 IU/L or less. The pharmacokinetic parameters were calculated using noncompartment methods. The mean time to maximum concentration was 10.5 d (range 4-20 d) and the mean half-life was 20 d (range 13.5-23.5 d). Based on these pharmacokinetic parameters in stable long-term post-transplant patients, a rational dosing protocol was developed that allows for more appropriate utility of HBIG and improved patient convenience.

Peak expiratory flow rate and premenstrual symptoms in healthy nonasthmatic women.

STUDY OBJECTIVES: To characterize intrasubject, intersubject, and diurnal variability in peak expiratory flow rates (PEFR) of healthy nonasthmatic women over at least one complete menstrual cycle; to determine whether a relationship exists between PEFR and premenstrual symptoms in these women; and to provide a forum to educate women pharmacy students by interactive study participation. DESIGN: Longitudinal, investigator-blinded study. SETTING: University of British Columbia and Children's and Women's Health Centre. PATIENTS: Forty healthy nonasthmatic female pharmacy students were enrolled, and 31 (aged 22.1+/-1.5 yrs) completed the study. INTERVENTION: Women were followed for at least one menstrual cycle during which they recorded premenstrual symptom questionnaire scores daily (15 mood and physical symptoms, graded 0-3 in severity). They also measured and recorded PEFR (3 consecutive attempts) every morning and every evening. A feedback survey was later administered by electronic mail. MEASUREMENTS AND MAIN RESULTS: Thirty-one women, 28 of whom were of Asian descent, completed the study. Over half of them (58.1%) showed classic patterns of premenstrual symptoms, whereas PEFR fluctuated randomly over the course of the cycle. Average coefficients of variation (CVs) were 4.17+/-2.09% for morning PEFR, 3.97+/-2.25% for evening PEFR, and 3.72+/-2.55% for mean daily PEFR. Average absolute diurnal variation was 17.13+/-12.46 L/minute, and relative diurnal variation was 3.98+/-2.52%. Intersubject variability for morning, evening, and mean daily PEFRs yielded low CVs of 13.7%, 14.3%, and 13.9%, respectively Only 14 (11.3%) of 124 correlations between PEFR and premenstrual symptoms were significant (p<0.05). Most participants responded positively (mean score 3.87 on a 5-point scale) to the survey on the impact of this study. CONCLUSION: Intrasubject and diurnal variability in PEFR are minimal in nonasthmatic women; similarly, intersubject variability is relatively low. The menstrual cycle appears to have little effect on PEFR in healthy nonasthmatic Asian women. Pharmacy students who take part in serial PEFR monitoring gain new appreciation for asthma and asthmatic patients.

Phenytoin and enteral feedings: does evidence support an interaction?

OBJECTIVE: To systematically review the reported interaction between oral dosage forms of phenytoin and enteral feeding formulations with respect to the evidence supporting or refuting its existence, proposed mechanism(s) underlying the interaction, and recommended interventions. DATA SOURCES: We conducted a MEDLINE search (1966-April 2000) for English-language articles on phenytoin-enteral feeding interactions; the search terms used were phenytoin, enteral feeding, and/or interaction, and/or in vitro. This search was supplemented by a bibliographic review of all relevant articles. STUDY SELECTION: Prospective, randomized, controlled studies; prospective, nonrandomized, controlled studies; prospective, nonrandomized, uncontrolled studies; retrospective studies; clinical experience reports; case reports; in vitro studies; and letters were evaluated for relevant information. DATA EXTRACTION: Data elements abstracted from these articles were study design, type (patients or healthy volunteers) and number of subjects involved, method of administration of phenytoin and enteral feeding, formulation of phenytoin, type of feeding (and whether it was continuous or interrupted), major findings, and proposed mechanisms of the interaction. DATA SYNTHESIS: Although four prospective, randomized, controlled trials in healthy human volunteers refute the existence of the interaction, there are numerous reports and studies showing dramatic decreases of serum phenytoin concentrations in patients when it is coadministered with enteral feeding formulations. Therefore, evidence supports the existence of this interaction in patients and in vitro studies, but not in healthy volunteers. Unfortunately, the exact mechanisms underlying this interaction remain unknown. Many methods have been devised to prevent and treat the interaction once it has occurred; however, a single, generally accepted, and practical intervention strategy is still lacking. CONCLUSIONS: The exact role of enteral feeding in this interaction is unclear due to the lack of prospective, randomized, controlled trials performed in patients. However, decreased serum phenytoin concentrations associated with enteral feeding may increase the risk of seizures. Clinicians should be aware of this potential drug-nutrient interaction and design a patient-specific care plan that includes consideration of the enteral feeding formulation and method of administration, as well as the phenytoin dosage form, schedule of administration, and monitoring.

Methods for clinical monitoring of cyclosporin in transplant patients.

Cyclosporin was introduced into clinical practice in the early 1980s and has since been shown to prolong survival for transplant recipients. Because cyclosporin is a narrow therapeutic index drug and there are significant consequences associated with 'subtherapeutic' and 'supratherapeutic' concentrations, cyclosporin therapy is monitored as part of routine patient follow-up. However, the optimal method for the therapeutic drug monitoring of cyclosporin has yet to be defined. Currently, the most common method involves monitoring pre-dose trough concentrations, but this method is less than ideal. Other methods of monitoring cyclosporin therapy include monitoring the area under the concentration-time curve, limited sampling strategies, monitoring of single concentrations other than troughs and pharmacodynamic monitoring. Bayesian forecasting has been used successfully in clinical practice with other drugs with narrow therapeutic indices. However, few studies are available regarding Bayesian forecasting and cyclosporin. Existing studies are preliminary in nature and involve the old Sandimmun formulation rather than the Neoral formulation. Although these methods show promise, they have not gained widespread acceptance. This is because of their impracticality and the lack of prospective studies comparing other monitoring methods with trough concentration monitoring. Further comparative studies evaluating the impact of the specific monitoring method on definite patient outcomes are warranted.

Pharmacokinetic drug interactions between oral contraceptives and second-generation anticonvulsants.

Drug interactions between oral contraceptives (OCs) and traditional anticonvulsants have been well described. However, in the past decade, a number of new anticonvulsants have been developed, as well as modifications made in the composition of the OC preparations themselves. Additionally, anticonvulsants are increasingly employed in the therapy of nonseizure-related disorders, placing more women at risk of potential drug interactions that may lead to contraceptive failure. Second-generation anticonvulsants include felbamate, gabapentin, lamotrigine, oxcarbazepine, tiagabine, topiramate, vigabatrin and zonisamide. Most have been approved for adjunctive management of seizures refractory to therapy with traditional anticonvulsants. On the basis of available study data in women receiving concomitant OC preparations, gabapentin, lamotrigine, tiagabine and vigabatrin may be administered without significant pharmacokinetic interactions that potentially diminish contraceptive efficacy. However, additional or alternative contraceptive measures, including using OCs with higher estrogen content, are recommended when using felbamate, oxcarbazepine and topiramate, as these agents have demonstrated enzyme-inducing activity leading to reduced plasma steroid concentrations. The effects of zonisamide in women receiving OCs have yet to be reported. It is important to characterise the properties [e.g. substrate and enzyme activity (particularly cytochrome P450 3A4 induction)] of new anticonvulsants and recognise their potential to interfere with OCs. However, a pharmacokinetic interaction does not in itself indicate loss of OC efficacy. Contraceptive failure should be measured by changes in ovarian hormone concentrations, maturation of ovarian follicle(s) or ovulation.

Gender-based differences and menstrual cycle-related changes in specific diseases: implications for pharmacotherapy.

Pharmacists should be aware of gender-based differences and menstrual cycle-related changes in six diseases: asthma, arthritis, migraine, diabetes, depression, and epilepsy. In general, women report symptoms of physical illness at higher rates, visit physicians more frequently, and make greater use of other health care services than men. Whereas reasons for these gender differences are not fully clear, a combination of biologic, physiologic, social, behavioral, psychologic, and cultural factors most likely contributes. A significant percentage of women with asthma, arthritis, migraine, diabetes, depression, or epilepsy experience worsening of their disease premenstrually. The mechanism is unknown, but is speculated to be multifactorial because of many endogenous and exogenous modulators and mediators of each disease. As part of general therapy for cycle-related exacerbations of any one of these disorders, patients should be encouraged to use a menstrual calendar to track signs and symptoms for two to three cycles; if cyclic trends are identified, the women should anticipate exacerbations and avoid triggering factors. Cyclic modulation with pharmacotherapy may be attempted. If unsuccessful, a trial of medical ovulation suppression with a gonadotropin-releasing hormone (GnRH) analog may be warranted. If that is successful, continuous therapy with a GnRH analog and steroid add-back therapy or less expensive alternatives may be effective. If pharmacotherapy is impractical, hysterectomy and bilateral oophorectomy with estrogen replacement therapy is a last resort. Gender differences and menstrual cycle-related changes are important areas for clinical and mechanistic research.

Low-molecular-weight heparins in pregnancy.

We conducted a systematic review, with MEDLINE and Cochrane Library data base searches and bibliographic reviews, of English-language reports describing therapy with low-molecular-weight heparin (LMWH) in pregnancy. Altogether 40 citations, excluding abstracts, were identified. When the quality of evidence was categorized according to the method outlined by the U.S. Preventive Services Task Force, 2 articles were level I, 3 were level II-1, 3 were level II-2, 4 were level II-3, 9 were level III, and the remaining 19 were classified as other (i.e., below level III). Of the 728 pregnant women and 1 postpartum woman described in the 40 citations, 340 (47%) received dalteparin, 192 (26%) enoxaparin, 108 (15%) certoparin, 54 (7%) nadroparin, 30 (4%) other LMWH, and 6 (< 1%) unspecified. The indication for LMWH in most patients (606 pregnancies, 83%) was for thromboprophylaxis. Daily doses ranged from 2500-22,000 U for dalteparin, 20 mg (2000 U)-80 mg (8000 U) for enoxaparin, 3000 U for certoparin, and 2050-15,000 U for nadroparin. Regimens included fixed dosages, increasing dosages as pregnancy progressed, dosages based on body weight, and dosages titrated according to anti-Xa levels. Duration of therapy ranged from a single dose to 476 days. Maternal anti-Xa levels were reported for 255 pregnancies. Target anti-Xa levels ranged from 0.1-0.6 U/ml and measured values from 0.0-0.7 U/ml. Major maternal findings were 18 local and generalized skin reactions, 27 bleeding complications, 9 thromboembolic events, 8 deep vein thromboses, 1 bilateral renal vein thrombosis, 4 pulmonary emboli, 1 hepatic infarction, 4 cases of thrombophlebitis, 12 cases of preeclampsia, 1 placental abruption, and 2 osteoporotic vertebral fractures. A major fetal finding was lack of anti-Xa activity in fetal or cord blood. Published experience suggests that LMWHs are generally safe and effective when administered for thromboprophylaxis during pregnancy. Until prospective, randomized, controlled trials comparing them with unfractionated heparin are performed, their benefits in pregnancy will remain inconclusive.

A pilot study of estrogen's effects on bronchial myocyte adhesion molecule expression.

We examined the effects of estrogen on tumor necrosis factor alpha (TNF-alpha)-induced expression of intracellular adhesion molecule (ICAM-1) and vascular adhesion molecule (VCAM-1) in cultured human bronchial smooth muscle cells (BSMC). Experiments were performed in triplicate in T-75 tissue culture flasks containing normal human BSMC. Four experiments were carried out: untreated BSMC cells (control); TNF-alpha 1000 U/ml stimulation of BSMC; forskolin 5 microM before TNF-alpha stimulation of BSMC; and estradiol 30 microM before TNF-alpha stimulation of BSMC. Cyclic adenosine monophosphate was measured by a commercially available radioimmunoassay kit. Cell expression of ICAM-1 and VCAM-1 was quantified by flow cytometry Incubation of cells with TNF-alpha 1000 U/ml for 24 hours elicited a 27-fold increase in basal expression of ICAM-1 and a 2-fold increase in VCAM-1 (p>0.05). Incubation of BSMC with forskolin 5 microM, for 1 hour before TNF-alpha, decreased TNF-alpha-induced expression of ICAM-1 by 62% and VCAM-1 slightly by 17%. The BSMC incubated with estradiol 30 microM, 1 hour before TNF-alpha, decreased TNF-alpha-induced expression of ICAM-1 by 21%; VCAM-1 remained unchanged (p>0.05). We found a trend toward inhibition of TNF-alpha-stimulated ICAM-1 expression in cultured BSMC with pretreatment with estradiol. However, due to large variability within the cell culture model, statistical significance was not reached.

Premenstrual symptoms in women with premenstrual asthma.

STUDY OBJECTIVES: To characterize and compare premenstrual symptoms (mood, physical) throughout two menstrual cycles with and without estradiol administration, in women with premenstrual asthma (PMA), and to examine relationships between asthma symptoms versus premenstrual symptoms and pulmonary function versus premenstrual symptoms in these women. DESIGN: Open-label, longitudinal, 9-week study (consisting of two complete menstrual cycles). SETTING: Clinical study at the University of Kentucky; data analysis at the University of British Columbia and Children's and Women's Health Centre of British Columbia. PATIENTS: Fourteen women (age 35.6 +/- 6.6 yrs) with mild to moderate asthma with a baseline ratio of forced expiratory volume in 1 second:forced vital capacity of 0.72 +/- 0.12. INTERVENTIONS: Women were followed for two complete menstrual cycles. During the second complete cycle (i.e., cycle 3), they received estradiol 2 mg orally between days 23 and 28 (premenstrual). MEASUREMENTS AND MAIN RESULTS: Throughout both cycles 2 and 3, each subject recorded premenstrual symptom questionnaire scores (15 mood and physical symptoms, graded 0-3) every morning on awakening. Peak expiratory flow rate (PEFR) and visual analog scales of asthma symptoms (cough, wheezing, breathlessness, chest tightness) were recorded daily at the same time. Seven subjects showed a classic pattern of premenstrual symptoms. Four of the five subjects who complained of PMA symptoms at study enrollment also demonstrated this classic pattern of premenstrual symptoms. After estradiol administration, four women had lower symptom scores, eight had higher scores, and two had the same scores. Overall, estradiol had no significant effect on symptoms (mean area under the curve 18.9 +/- 14.8 day(-1) vs 20.3 +/- 14.8 day(-1), p>0.05). Ten subjects had significant relationships between asthma symptoms and premenstrual symptoms, whereas six had significant relationships between PEFR and premenstrual symptoms. CONCLUSIONS: Exogenous estradiol administration had no significant effect on premenstrual symptoms in women with PMA. The lack of a significant effect allows for patient blinding in a placebo-controlled, crossover study of exogenous estradiol in PMA that is currently under way Clinical implications of relationships between asthma symptoms versus premenstrual symptoms and pulmonary function versus premenstrual symptoms may warrant further study.

Alpha1-acid glycoprotein concentrations and cerebrospinal fluid drug distribution after subarachnoid hemorrhage.

STUDY OBJECTIVE: To test the hypothesis that changes in alpha1-acid glycoprotein (AAG) concentration alter central nervous system (CNS) drug distribution after subarachnoid hemorrhage. DESIGN: Two-phase, prospective study. SETTING: University-associated medical center. PATIENTS: Twenty-one patients with subarachnoid hemorrhage. INTERVENTION: In phase I, serum AAG concentrations of patients with subarachnoid hemorrhage were measured serially and compared with those in 21 controls undergoing elective neurosurgical procedures. In phase II, nimodipine was the pharmacologic probe to determine the relationship between drug distribution into the CNS and changes in AAG concentration. MEASUREMENTS AND MAIN RESULTS: Serum and cerebrospinal fluid (CSF) samples were collected from patients with subarachnoid hemorrhage treated with nimodipine and used to measure total and unbound drug concentrations. Concentrations of AAG were 39% higher in patients than in controls preoperatively. They decreased significantly by 24 hours after surgery in patients and increased in controls. In both groups the concentrations were higher than reported normal values. During the period of reduced AAG concentration, calculated unbound nimodipine concentrations were 3-fold higher (p<0.05) than at later periods, with a trend toward higher total concentrations. Overall, mean CSF nimodipine concentration was 6.4% of mean serum total concentration. The CSF concentrations decreased as AAG concentrations increased, independent of serum concentrations (r = -0.52, p<0.02). CONCLUSION: Concentrations of AAG change after subarachnoid hemorrhage and are transiently influenced by surgery. Unbound drug concentration increases when AAG concentrations decrease, whereas CSF concentrations decrease when AAG concentrations increase. These preliminary findings suggest that changes in AAG concentrations can alter unbound serum nimodipine concentrations and may affect CSF drug distribution.

Clinical pharmacokinetics in the 21st century. Does the evidence support definitive outcomes?

Clinical pharmacokinetics emerged as a clinical discipline in the late 1960s and early 1970s. Clinical pharmacokinetic monitoring (CPM) helped many pharmacists to enter the clinical arena, but the focus was more on the pharmacists and tools. With the widespread acceptance of pharmaceutical care and patient-focused pharmacy, we now must take a sobering look at how clinical pharmacokinetics fits into the pharmaceutical care process. The existing literature is laden with articles that evaluate the effect of CPM on surrogate end-points. Many pharmacists have also had personal experiences that attest to the usefulness of CPM. Decreased mortality, decreased length of treatment, decreased length of hospital stay, decreased morbidity, and decreased adverse effects from drug therapy have been examined in an effort to measure and evaluate the impact of CPM on patient outcomes. While many of these studies demonstrated significant positive outcomes, several showed that CPM did not have a significant impact on specific patient outcomes. A few studies even found a negative impact on specific patient outcomes. Ultimately, there is good evidence in only a few specific patient groups to support the benefit of CPM. Despite the limitations of data supporting the routine use of CPM in managing drug therapy in diverse populations, many pharmacists continue to expend considerable time and effort in this activity. We need to define those patients who are most likely to benefit from CPM and incorporate this into our provision of pharmaceutical care, while minimising the time and money spent on CPM that provides no value. In redefining the patients who will benefit from CPM, we need to critically re-evaluate clinical studies on the relationship between drug concentration and response. Similarly, we need to pay special attention to recent studies evaluating the impact of CPM on outcomes in specific subpopulations. In the absence of specific studies demonstrating the value of CPM in particular patients, we propose that a more comprehensive decision-making process be undertaken that culminates in the quintessential question: 'Will the results of the drug assay make a significant difference in the clinical decision-making process and provide more information than sound clinical judgement alone?' We also need to consider opportunities to expand the use of CPM for new drugs and where new evidence suggests benefit. Even when there is strong evidence that CPM is useful in managing therapy in particular patient groups, clinicians need to remember that the therapeutic range is no more than a confidence interval and, therefore, we need to 'treat the patient and not the level'. We need to incorporate the patient-specific and outcome-oriented principles of pharmaceutical care into our CPM, even as we utilise CPM as an essential tool in pharmaceutical care.

Validation of the Hartford nomogram in trauma surgery patients.

OBJECTIVE: To validate the Hartford nomogram for once-daily aminoglycoside dosing in trauma surgery patients. METHODS: A chart review was performed in trauma surgery patients who were started on once-daily aminoglycoside therapy. A peak aminoglycoside concentration was drawn 30 minutes after the end of the first or second infusion, and a random concentration was drawn approximately 10 hours after the dose. The 10-hour random concentration was used to validate the Hartford nomogram by predicting the actual dosing interval (determined by extrapolating the peak and random concentrations to achieve a trough concentration <1 mg/L). The percentage of intervals accurately predicted by the nomogram was determined. RESULTS: Forty-nine patients (34 men and 15 women), age 43.0+/-15.9 y, total body weight 81.3+/-24.5 kg, ideal body weight 68.1+/-10.7 kg, dosing body weight (DBW) 72.0+/-14.4 kg, and estimated creatinine clearance [Cl(cr)] 89.5+/-20.6 mL/min/1.73 m2 were evaluated. Patients received 505+/-105 mg (7.0+/-0.4 mg/kg) of either gentamicin or tobramycin per dose. The concentration 30 minutes after the infusion was 22.4+/-5.9 mg/L, the concentration at the end of the dosing interval was 0.20+/-0.46 mg/L, the 10-hour random concentration was 2.6+/-1.8 mg/L, the elimination rate constant was 0.26+/-0.08 h(-1), the elimination half-life was 3.0+/-1.2 hours, and the volume of distribution was 19.9+/-7.9 L (0.28+/-0.09 L/kg of DBW). Ninety-eight percent (48/49) of the intervals were accurately predicted by the nomogram. CONCLUSIONS: In trauma surgery patients with Cl(cr) of more than 60 mL/min/1.73 m2, the Hartford nomogram using a single random aminoglycoside concentration accurately predicted the same once-daily aminoglycoside intervals as determined by two concentrations. Less aggressive therapeutic drug monitoring in this patient subpopulation can lead to significant cost savings.

Evaluation of aminoglycoside pharmacokinetics in postpartum patients using Bayesian forecasting.

Many postpartum women have suboptimal serum concentrations after standard doses of aminoglycosides. The purpose of this study was to characterize the pharmacokinetics of aminoglycosides in postpartum patients through the use of Bayesian forecasting and to test the ability of these subpopulation parameters to predict actual aminoglycoside serum concentrations. In phase I, 28 postpartum patients who received empiric gentamicin therapy were identified and Bayesian subpopulation parameters generated. In phase II, additional gentamicin concentrations (peaks and troughs) were evaluated to test bias and precision of Bayesian subpopulation versus traditional estimates in predicting actual aminoglycoside serum concentrations. In phase I, 56 gentamicin serum concentrations in 28 patients, (age, 26 +/- 7 years; actual body weight [ABW], 84.3 +/- 18.4 kg; ideal body weight [IBW], 54.6 +/- 5.1 kg; dosing weight [DW], 66.3 +/- 9.4 kg; creatinine clearance [Clcr], 140.4 +/- 34.0 ml/min / 1.73 m2), were evaluated to calculate subpopulation pharmacokinetic parameters of volume of distribution (Vd) 0.29 +/- 0.07 l/kg (DW); elimination rate constant (ke) 0.29 +/- 0.05 h-1 and half-life (t1/2) 2.5 +/- 0.5 hours. In phase II, 50 gentamicin serum concentrations in 25 patients (age, 23 +/- 4 years; ABW 79.4 +/- 17.5 kg; IBW 55.0 +/- 7.3 kg; DW 64.8 +/- 9.6 kg; Clcr 139.7 +/- 29.3 ml/min/1.73 m2) were evaluated to calculate subpopulation pharmacokinetic parameters of Vd 0.30 +/- 0.04 l/kg (DW); ke 0.27 +/- 0.06 h-1; and t1/2 2.9 +/- 0.8 hours. Predictive performance tests (95% confidence intervals) demonstrate that subpopulation postpartum Bayesian parameters show greater precision for peak concentrations and less bias for trough concentrations than do traditional population estimates (p < 0.05). Definition of the Bayesian subpopulation parameters will allow us to dose aminoglycosides optimally in postpartum patients who have fragmented data.