A PK-PD model for predicting the impact of age, CYP2C9, and VKORC1 genotype on individualization of warfarin therapy

The aim of this study was to characterize the relationship between warfarin concentrations and international normalized ratio (INR) response and to identify predictors important for dose individualization. S- and R-warfarin concentrations, INR, and CYP2C9 and VKORC1 genotypes from 150 patients were used to develop a population pharmacokinetic/pharmacodynamic model in NONMEM. The anticoagulant response was best described by an inhibitory E(MAX) model, with S-warfarin concentration as the only exposure predictor for response. Delay between exposure and response was accounted for by a transit compartment model with two parallel transit compartment chains. CYP2C9 genotype and age were identified as predictors for S-warfarin clearance, and VKORC1 genotype as a predictor for warfarin sensitivity. Predicted INR curves indicate important steady-state differences between patients with different sets of covariates; differences that cannot be foreseen from early INR assessments alone. It is important to account for CYP2C9 and VKORC1 genotypes and age to improve a priori and a posteriori individualization of warfarin therapy.     

Frequency of CYP2C9 polymorphisms affecting warfarin metabolism in a large anticoagulant clinic cohort

OBJECTIVES: To assess allele frequency and genotype distribution of CYP2C9 polymorphisms in patients (n = 189) attending an anticoagulant clinic in comparison to control patients (n = 177) and also to assess if the patients with variant genotypes require lower doses of warfarin. METHODS: Genotyping of the common CYP2C9 variants *2 and *3 was carried out by multiplexed PCR-RFLP while the *5 and *6 allele variants were genotyped by singleton PCR-RFLP. DNA sequencing was used to confirm genotype in all specimens with *3, *4 and *6 alleles. RESULTS: CYP2C9 allele frequencies in patients were 0.81 for *1, 0.11 for *2 and 0.08 for *3, compared to 0.88, 0.08 and 0.04, respectively, in controls. Patients with *1/*3 and *X/*X (where *X is *2 or *3) genotypes required 32 to 67% less warfarin in comparison to patients with the normal *1/*1 genotype. Other alleles were observed in less than 1% of subjects. CONCLUSIONS: Allele frequencies and genotypes for CYP2C9*2 and *3 variants in patients on warfarin are not statistically different from controls whether or not they are stratified for ethnicity. Less common genotypes (*4, *5, *6) do not contribute significantly to warfarin sensitivity among patients attending a routine anticoagulation clinic. CYP2C9 genotype predicts warfarin dosage even in an uncontrolled, retrospective survey of unselected patients on warfarin therapy.     

A prospective, randomized pilot trial of model-based warfarin dose initiation using CYP2C9 genotype and clinical data

BACKGROUND: Rapid genetic screening for cytochrome P450 (CYP) 2C9 variants may play a role in improving the efficacy and safety of warfarin in individuals with CYP2C9 variants. The feasibility of prospective CYP2C9 model-based warfarin dosing has not yet been assessed.OBJECTIVES: To evaluate the feasibility of applying a CYP2C9 gene-based warfarin dosing model in clinical practice.DESIGN: Prospective, randomized, single-blinded clinical pilot trial.SETTING: Large multispecialty group practice.PATIENTS: Candidates were recruited from a list of clinic patients eligible for warfarin initiation. This included patients with newly diagnosed thromboembolic disease or atrial arrhythmia, as well as patients anticipating elective valvuloplasty or arthroplasty. Patients who previously received warfarin were excluded.Interventions: Subjects were randomized to receive either 1) a standard initiation dose of 5 mg warfarin/day, or 2) rapid CYP2C9 genotyping and an initiation dose determined using parameters estimated from a previously published multivariate model [including age, body size, co-morbidity (e.g., diabetes), clinical indication (e.g., valvuloplasty) and CYP2C9 genotype].MEASUREMENTS: Primary outcome measurements were patient willingness to participate, physician willingness to refer, sample processing time, ability to administer calculated dosage and adequacy of follow-up.LIMITATIONS: This pilot trial was designed to assess the feasibility of model-based warfarin dosing. Power was insufficient for statistical comparison of adverse event rates.RESULTS: Forty-three of 117 patients had no prior warfarin treatment and were eligible. Five declined to participate. Twenty patients were randomized to a standard initiation dose of 5 mg daily. Eighteen patients were randomized to model-based dosing. All but one participant received the assigned initiation dose. Blood draw to dosage calculation time (including genotyping) required approximately 4 hours. Six adverse events occurred within the standard dosing group, and two adverse events occurred within the model-based dosing group.CONCLUSIONS: Prospective application of a multivariate CYP2C9 gene-based warfarin dosing model is feasible.     

细胞色素P450 2C9基因多态性与华法林稳定剂量的相关性

摘要：目的：探讨细胞色素P450 2C9基因（CYP2C9）多态性位点1075A>C与个体间华法林稳定剂量差异的关系。 方法：用实时荧光PCR结合熔解曲线分析的方法,对323例已获得华法林稳定剂量患者的CYP2C9 1075A>C位点进行分型;比较不同基因型患者的华法林稳定剂量的差异。 结果：323例患者中,CYP2C9基因型^*1/^*1（AA）、^*1/^*3（AC）和^*3/^*3（CC）分别有294例、28例和1例,各占91.02%、8.67%和0.31%,等位基因^*1（1075A）和^*3（1075C）的频率分别为95.36%和4.64%。在CYP2C9的3种基因型中,^*1/^*1基因型组华法林剂量（3.07±1.12） mg/d显著高于^*1/^*3基因型组（1.71±0.53） mg/d（F=22.555,P<0.01）,^*3/^*3基因型患者的剂量最低,仅为0.625 mg/d。 结论:CYP2C9基因多态性是影响个体间华法林用量差异的一个主要遗传因素,对患者的CYP2C91075A>C位点进行分型,可作为华法林个体化用药的一个重要依据。     

CYP2C9 polymorphism and warfarin sensitivity in Taiwan Chinese

BACKGROUND: Warfarin prevents thromboembolism in patients with prosthetic heart valvular replacement. Cytochrome P4502C9 (CYP2C9) is polymorphic in human and is principally responsible for the metabolism of warfarin. However, known CYP2C9 polymorphisms cannot entirely account for the low dose requirement of warfarin in Chinese-Taiwanese receiving mitral valve replacement. We screened a new polymorphism of CYP2C9 and investigated its role in warfarin sensitivity. METHODS: We examined warfarin dose requirements in 239 Chinese-Taiwanese patients who had attended a cardiac surgery clinic in National Taiwan University Hospital. DNA samples were obtained from 106 Chinese-Taiwanese (37 patients and 69 unrelated healthy controls), and healthy control subjects of Caucasians (n=28) and African-Americans (n=28). Four out of those 37 patients were poor metabolizers of warfarin, and their DNA were subjected to sequencing analysis. Moreover, CYP2C9 genotyping analyses were performed using PCR-RFLP analysis. The chi2 test and Fisher's exact test were used to compare the differences of the allelic frequency and genotype. The association between warfarin dose requirement and genetic polymorphism of CYP2C9 was also analysed. RESULTS: The mean daily warfarin dose was 3.11+/-1.62 mg for the maintenance of the international normalized ratio of 2 to 3 in 239 patients. A single nucleotide substitution from G to C was found in this study. This SNP, G-65/C, is in intron 3, 65 base pairs upstream of exon 4. The allelic frequencies of C-65 in healthy controls were 0.125, 0.058 and approximately 0 with respect to African-American, Chinese-Taiwanese and Caucasian, implying inter-ethnic variations of the C-65 allele. In addition, patients who were carrier of either the heterozygous or homozygous C-65 variant received half of the usual warfarin dose. CONCLUSION: The novel intronic G-65/C mutation appears to be inter-racially different in allelic frequency, and that the anticoagulation was affected in response to warfarin sensitivity in Chinese-Taiwanese patients receiving mitral valve replacement.     

Methadone enantiomer plasma levels, CYP2B6, CYP2C19, and CYP2C9 genotypes, and response to treatment

BACKGROUND AND OBJECTIVE: Recent in vitro studies have suggested an important role of cytochrome P450 (CYP) 2B6 and CYP2C19 in methadone metabolism. We aimed to determine the influence of CYP2B6, CYP2C9, and CYP2C19 genetic polymorphism on methadone pharmacokinetics and on the response to treatment. METHODS: We included 209 patients in methadone maintenance treatment on the basis of their response to treatment and their daily methadone dose. Patients were genotyped for CYP2B6, CYP2C9, and CYP2C19. Steady-state trough and peak (R)-, (S)-, and (R,S)-plasma levels and peak-to-trough plasma level ratios were measured. RESULTS: CYP2B6 genotype influences (S)-methadone and, to a lesser extent, (R)-methadone plasma levels, with the median trough (S)-methadone plasma levels being 105, 122, and 209 ng . kg/mL . mg for the noncarriers of allele *6, heterozygous carriers, and homozygous carriers (*6/*6), respectively (P = .0004). CYP2C9 and CYP2C19 genotypes do not influence methadone plasma levels. Lower peak and trough plasma levels of methadone and higher peak-to-trough ratios were measured in patients considered as nonresponders [median (R,S)-methadone trough plasma levels of 183 and 249 ng . kg/mL . mg (P = .0004) and median peak-to-trough ratios of 1.82 and 1.58 for high-dose nonresponders and high-dose responders, respectively (P = .0003)]. CONCLUSION: Although CYP2B6 influences (S)-methadone plasma levels, given that only (R)-methadone contributes to the opioid effect of this drug, a major influence of CYP2B6 genotype on response to treatment is unlikely and has not been shown in this study. Lower plasma levels of methadone in nonresponders, suggesting a higher clearance, and higher peak-to-trough ratios, suggesting a shorter elimination half-life, are in agreement with the usual clinical measures taken for such patients, which are to increase methadone dosages and to split the daily dose into several intakes.     

Standard warfarin dose in a patient with the CYP2C9*3/*3 genotype leads to hematuria

BackgroundPatients with certain CYP2C9 genetic variants have increased sensitivity to warfarin and are at increased risk of over-coagulation with standard warfarin dose. We report over-anticoagulation and hematuria manifest as a slow increase in the international normalized ratio (INR) due to warfarin treatment in a patient with the CYP2C9*3/*3 allele.CaseA 58-y-old man with paroxysmal atrial fibrillation received a standard warfarin dose of 2.0 mg/day. Because INR was 2.00 one week after treatment initiation, he was discharged from the hospital. One month later, hematuria was present and INR had increased to 7.26. Although in normal cases (R)-warfarin plasma concentrations are higher than (S)-warfarin, this patient had the opposite warfarin enantiomer plasma concentration profile.ConclusionsIncreased anticoagulation was due to an increased concentration of (S)-warfarin, the more active warfarin enantiomer. INR response to warfarin in this CYP2C9*3/*3 patient was slow. The later INR response appears to be strongly affected by CYP2C9 variants. He also had the VKORC1 ?1639G > A AA genotype, requiring a lower warfarin dose. In this case, increased risk of bleeding could have been identified by prospective genotyping of CYP2C9 and VKORC1 prior to initiating warfarin therapy.     

Impact of age, CYP2C9 genotype and concomitant medication on the rate of rise for prothrombin time during the first 30 days of warfarin therapy

OBJECTIVES: To characterize the impact of several important clinical variables on the rate of anticoagulation during warfarin initiation (i.e., the first 30 days). DESIGN: Retrospective study. SETTING: An anticoagulation service of a large horizontally integrated, multispecialty group practice in central and northern Wisconsin. PARTICIPANTS: Patients with sufficient laboratory data obtained during the initiation phase of warfarin treatment.Methods: Patients were consented and genotyped for cytochrome P450 (CYP) 2C9 polymorphisms. Anticoagulation laboratory data were then electronically abstracted and fitted to a logistic growth model. Rate of anticoagulation was compared between groups. RESULTS: During warfarin initiation, the mean slope for rise in International Normalized Ratio (INR) of prothrombin time was significantly associated with age (p = 0.03, n = 166). Because a relationship between diabetes and warfarin dosing has been suggested previously, we assessed the impact of this comorbidity in our model as well. Diabetes showed relatively little impact, but concomitant treatment with an anti-diabetic sulfonylurea medication was associated with an increase in slope (3-fold, p < 0.05). Since this drug interaction may occur at the level of CYP2C9, we also assessed the impact of CYP2C9 genotype in our model. The impact of CYP2C9 genotype was marginally significant (p = 0.119, non-pooled dataset; p = 0.053, data pooled for CYP2C9 *2/*2, *2/*3 and *3/*3). CONCLUSIONS: Age and concomitant sulfonylurea therapy alter the rate of anticoagulation during the first 30 days of warfarin therapy.     

Influence of CYP2C9 and CYP2C19 genetic polymorphisms on warfarin maintenance dose and metabolic clearance

OBJECTIVE: Our objective was to determine the influence of cytochrome P450 (CYP) 2C9 and CYP2C19 genetic polymorphisms on warfarin dose requirement and metabolic clearance. METHODS: The study population consisted of 93 Italian outpatients receiving long-term warfarin anticoagulant therapy (international normalized ratio values, 2-3), divided into 3 dose groups: low (<26.25 mg/wk; n = 37), medium (26.25-43.75 mg/wk; n = 32), and high (>43.75 mg/wk; n = 24). Steady-state unbound plasma concentrations of S- and R-warfarin were measured by HPLC and equilibrium dialysis, and corresponding unbound oral clearance (CL(free)) values were calculated. Allelic variants of CYP2C9 (CYP2C9(*)2 and CYP2C9(*)3) and CYP2C19 (CYP2C19(*)2) were identified by polymerase chain reaction, followed by restriction enzyme analysis. RESULTS: Fifty-four patients carried no CYP2C9 mutated alleles ((*)1/(*)1), 31 carried one ((*)1/(*)2, n = 15; and (*)1/(*)3, n = 16), and 8 carried two ((*)2/(*)2, n = 2; (*)3/(*)3, n = 2; and (*)2/(*)3, n = 4). Two subjects were homozygous and 19 were heterozygous for the CYP2C19(*)2 allele variant. The frequencies of CYP2C9 mutated alleles were 72% in the low-dose group, 36% in the medium-dose group, and 4% in the high-dose group; the corresponding mean S-warfarin CL(free) values were 307.5 mL/min, 480.3 mL/min, and 881.3 mL/min. The mean S-warfarin CL(free) values varied significantly among the CYP2C9 genotype groups (P <.0001), although most patients (72%) with no mutated alleles showed S-warfarin CL(free) values in the same range as those carrying mutated alleles (58-777 mL/min). No relationship was found between S-warfarin CL(free) and CYP2C19 genotype or between R-warfarin CL(free) and either CYP2C9 or CYP2C19 genotype. CONCLUSION: CYP2C9 genetic polymorphisms markedly influence warfarin dose requirements and metabolic clearance of the S-warfarin enantiomer, although nongenetic factors may also contribute to their large interindividual variability.     

Low dose requirement for warfarin treatment in a patient with CYP2C9*3/*13 genotype

BackgroundCytochrome P450 2C9 (CYP2C9) is the major isoform of the CYP2C subfamily, and is involved in the metabolism of many clinically important therapeutic agents. Here we describe a patient who was intolerant of warfarin treatment because of impaired drug metabolism related to the CYP2C9*3/*13 genotype and high warfarin sensitivity associated with the VKORC1 1173TT genotype.CaseA 64-year-old Korean man had taken warfarin for treatment of an occluded left subclavian artery and atrial fibrillation. Although the warfarin doses prescribed were not high (14 mg/week) during the induction of anticoagulation, the prothrombin time (PT) was elevated to over 120 s after two weeks of warfarin therapy. For this patient, a very low dose of warfarin (4 mg/week) was required in order to achieve target INR values.ConclusionsTo the best of our knowledge, this is the first report of a patient with CYP2C9*3/*13 and VKORC1 1173TT genotypes who had slower than normal warfarin metabolism, resulting in the need to administer an extremely low dose of warfarin in order to achieve the target INR value. Our report reinforces the relevance of pharmacogenetic testing to explain warfarin dose variability and to enable individualized dosage adjustments for improved warfarin treatment outcomes.     

CYP2C9和VKORC1基因多态性与华法林剂量关系的研究

目的研究江苏徐州地区汉族人细胞色素P450(CYP)2C9和维生素K环氧化物还原酶复合体1(VKORC1)基因型与华法林剂量的关系,为华法林个体化给药方案提供建议。方法采用聚合酶链反应-连接酶检测反应(PCR-LDR)技术检测100名汉族健康受试者及200例临床使用华法林的患者CYP2C9和VKORC1基因型。结果健康受试者CYP2C9基因型中91例为*1/*1型,9例为*1/*3型;VKORC1基因型中17例为GA型,83例为AA型。200例临床使用华法林的患者CYP2C9基因型检测有179例为*1/*1型,21例为*1/*3型,未发现*2突变;VKORC1(1639GA)基因型中168例为突变纯合子AA型,32例为杂合子GA型,未发现GG型;VKORC1(1639GA)基因AA型患者的华法林维持剂量为(2.59±0.83)mg/d,明显低于GA型[(4.51±0.79)mg/d];CYP2C9基因*1/1*型华法林维持剂量为(3.01±1.12)mg/d,明显高于*1/*3型[(2.19±0.32)mg/d,P0.05]。结论 CYP2C9和VKORC1基因型的多变量个体化给药方案对临床提高华法林使用的安全性有潜在的意义。     

Influence of CYP2C9 and VKORC1 1173C/T genotype on the risk of hemorrhagic complications in African-American and European-American patients on warfarin

The association of CYP2C9 and VKORC1 1173C/T genotype and risk of hemorrhage among African Americans and European Americans is presented. This association was evaluated using Cox proportional hazard regression with adjustment for demographics, comorbidity, and time-varying covariates. Forty-four major and 203 minor hemorrhages occurred over 555 person-years among 446 patients (60.6+/-15.6 years, 50% men, 227 African Americans). The variant CYP2C9 genotype conferred an increased risk for major (hazard ratio (HR) 3.0; 95% confidence interval (CI): 1.1-8.0) but not minor (HR 1.3; 95% CI: 0.8-2.1) hemorrhage. The risk of major hemorrhage was 5.3-fold (95% CI: 0.4-64.0) higher before stabilization of therapy, 2.2-fold (95% CI: 0.7-6.5) after stabilization, and 2.4-fold (95% CI: 0.8-7.4) during all periods when anticoagulation was not stable. The variant VKORC1 1173C/T genotype did not confer a significant increase in risk for major (HR 1.7; 95% CI: 0.7-4.4) or minor (HR 0.8; 95% CI: 0.5-1.3) hemorrhage. The variant CYP2C9 genotype is associated with an increased risk of major hemorrhage, which persists even after stabilization of therapy.     

Pharmacokinetics of losartan and its metabolite E-3174 in relation to the CYP2C9 genotype

BACKGROUND AND AIM: Losartan is metabolized by polymorphic CYP2C9 to E-3174. Our aim was to evaluate the pharmacokinetics of losartan and E-3174 in relation to the CYP2C9 genotype. METHODS: A 50-mg oral dose of losartan was given to 22 Swedish volunteers with different CYP2C9 genotypes. Losartan and E-3174 were analyzed by HPLC in plasma and urine samples collected up to 24 hours after drug intake. Furthermore, losartan and E-3174 were analyzed in 8-hour urine samples collected from 17 Spanish subjects after a single oral dose of 25 mg losartan. RESULTS: The maximum plasma concentration of E-3174 was significantly (P <.05) lower in the CYP2C9*1/*3 (n = 5) and CYP2C9*2/*3 (n = 4) groups compared with the CYP2C9*1/*1 (n = 6) and CYP2C9*1/*2 (n = 3) groups and extremely low in 1 subject with the CYP2C9*3/*3 genotype. The ratio of the total losartan area under the plasma concentration-time curve (AUC) to the total E-3174 AUC (AUC(losartan)/AUC(E-3174)) was higher in the subject with the CYP2C9*3/*3 genotype (30-fold) and also in the CYP2C9*1/*3 and *2/*3 groups (approximately 2- and 3-fold, respectively) compared with the CYP2C9*1/*1 group. The plasma ratios correlated significantly with the 0- to 8-hour urinary losartan/E-3174 ratios. Among the total of 39 subjects, the urinary ratio was significantly higher in subjects with the CYP2C9*1/*3 (n = 10) and *2/*3 (n = 4) genotypes than in those with the CYP2C9*1/*1 genotype (n = 11; P <.01) and approximately 40-fold higher in subjects with the CYP2C9*3/*3 genotype (n = 3). CONCLUSION: The CYP2C9*3 allele was shown to be associated with decreased formation of E-3174 from losartan. The significant differences between genotypes in plasma and urine losartan/E-3174 ratios and the good correlation between the plasma and urine ratios suggest that the losartan/E-3174 ratio in 0- to 8-hour urine specimens may serve as a phenotyping assay for CYP2C9 activity. Further studies in larger populations will be required to establish this.     

Common polymorphisms of CYP2C19 and CYP2C9 affect the pharmacokinetic and pharmacodynamic response to clopidogrel but not prasugrel

BACKGROUND: Thienopyridines are metabolized to active metabolites that irreversibly inhibit the platelet P2Y(12) adenosine diphosphate receptor. The pharmacodynamic response to clopidogrel is more variable than the response to prasugrel, but the reasons for variation in response to clopidogrel are not well characterized. OBJECTIVE: To determine the relationship between genetic variation in cytochrome P450 (CYP) isoenzymes and the pharmacokinetic/pharmacodynamic response to prasugrel and clopidogrel. METHODS: Genotyping was performed for CYP1A2, CYP2B6, CYP2C19, CYP2C9, CYP3A4 and CYP3A5 on samples from healthy subjects participating in studies evaluating pharmacokinetic and pharmacodynamic responses to prasugrel (60 mg, n = 71) or clopidogrel (300 mg, n = 74). RESULTS: In subjects receiving clopidogrel, the presence of the CYP2C19*2 loss of function variant was significantly associated with lower exposure to clopidogrel active metabolite, as measured by the area under the concentration curve (AUC(0-24); P = 0.004) and maximal plasma concentration (C(max); P = 0.020), lower inhibition of platelet aggregation at 4 h (P = 0.003) and poor-responder status (P = 0.030). Similarly, CYP2C9 loss of function variants were significantly associated with lower AUC(0-24) (P = 0.043), lower C(max) (P = 0.006), lower IPA (P = 0.046) and poor-responder status (P = 0.024). For prasugrel, there was no relationship observed between CYP2C19 or CYP2C9 loss of function genotypes and exposure to the active metabolite of prasugrel or pharmacodynamic response. CONCLUSIONS: The common loss of function polymorphisms of CYP2C19 and CYP2C9 are associated with decreased exposure to the active metabolite of clopidogrel but not prasugrel. Decreased exposure to its active metabolite is associated with a diminished pharmacodynamic response to clopidogrel.     

Prospective study of warfarin dosage requirements based on CYP2C9 and VKORC1 genotypes

Polymorphisms in CYP2C9 and VKORC1 have been shown to be associated with warfarin dose requirements and could be used to predict warfarin dose. We conducted a prospective study in which warfarin dose was prescribed based on CYP2C9 and VKORC1 polymorphisms in 108 Han-Chinese patients without prior warfarin treatments. Using the genotype-based dosing, 83% of patients reached stable, therapeutic international normalized ratio (INR) within 2 weeks of treatment initiation and none of the patients developed clinical bleeding or thromboembolic event. Ten percent (11) of patients with INR > 4 and no clinical bleeding were detected during this study. At 12 weeks, 69% of the patients' maintenance doses matched the prediction. Dosing algorithms incorporating genetic factors, age, and body surface area were developed, which could explain up to 62% of the total variation (R(2) of 0.62). This study demonstrated that pharmacogenetics-based dosing could improve time to stable, therapeutic INR, reduce adverse events, and achieve high sensitivity.     

Effects of daily ingestion of cranberry juice on the pharmacokinetics of warfarin, tizanidine, and midazolam--probes of CYP2C9, CYP1A2, and CYP3A4

Case reports suggest that cranberry juice can increase the anticoagulant effect of warfarin. We investigated the effects of cranberry juice on R-S-warfarin, tizanidine, and midazolam; probes of CYP2C9, CYP1A2, and CYP3A4. Ten healthy volunteers took 200 ml cranberry juice or water t.i.d. for 10 days. On day 5, they ingested 10 mg racemic R-S-warfarin, 1 mg tizanidine, and 0.5 mg midazolam, with juice or water, followed by monitoring of drug concentrations and thromboplastin time. Cranberry juice did not increase the peak plasma concentration or area under concentration-time curve (AUC) of the probe drugs or their metabolites, but slightly decreased (7%; P=0.051) the AUC of S-warfarin. Cranberry juice did not change the anticoagulant effect of warfarin. Daily ingestion of cranberry juice does not inhibit the activities of CYP2C9, CYP1A2, or CYP3A4. A pharmacokinetic mechanism for the cranberry juice-warfarin interaction seems unlikely.