Larson Michael E M, Richards Thomas M
Department of Pain Management, Marshfield Clinic-Lakeland Center, 9601 Townline Road, Minocqua, WI 54548-1390, USA.
Clin Med Res. 2009 Dec;7(4):134-41. doi: 10.3121/cmr.2009.859. Epub 2009 Nov 17.
To investigate the possibility of utilizing the ratio of the methadone metabolite, 2-ethylidene-1,5-dimethyl-3,3-diphenylpyrrolidine (EDDP), to urine creatinine to develop a regression model that would predict drug adherence in patients prescribed methadone for either pain management or drug addiction.
Retrospective study.
Marshfield Clinic-Lakeland Center, one of 41 regional centers that make up Marshfield Clinic, a large, private, multi-specialty healthcare institution in central Wisconsin.
Patients receiving methadone treatment for substance abuse or chronic pain. Group 1 was an initial pilot group consisting of 7 patients who were followed for a 4-month period. Group 2 consisted of 33 patients who were followed over a 28-month period.
Age, gender, weight, height, methadone dosage, quantitative urine creatinine and EDDP levels, reported compliance/non-compliance, and relevant clinical cofactors were retrospectively abstracted from the patients' medical records. Log-log regression analyses were used to model EDDP and the EDDP/creatinine ratio from urine screening results as functions of methadone dose, and in the larger cohort (group 2), body size, gender and age. The coefficient of determination adjusted for the number of predictor terms (R(adj)(2)) was reported as a measure of model fit.
For group 1 data, there was a significant positive relation (P<0.001) but also substantial variability (R(adj)(2) = 0.49). Adjustment for creatinine through the EDDP/creatinine ratio provided a tighter relation (R(adj)(2) = 0.95). Similarly, for group 2 data, there was a significant positive relation (P=0.001) and substantial variability (R(adj)(2) = 0.53). Adjustment for creatinine through EDDP/creatinine ratios provided a substantially stronger relation (R(adj)(2) = 0.73). Gender and age showed no evidence of association with the EDDP/creatinine ratio (P=0.60 and P=0.51, respectively). Body size was significant in the model, both when measured by body surface area and by lean body weight, and improved the prediction when added to our model (R(adj)(2) = 0.80).
For the first time, urine analyses may be used to monitor methadone over- or under-use in a clinical setting, regardless of the state of patient hydration or the manipulation of a sample by addition of another substance, such as bleach, soap, or even methadone, which could render an appropriate sample inappropriate or an inappropriate sample appropriate. A similar approach may prove useful for other drug treatments, allowing for more accurate monitoring of commonly abused prescription medications.
研究利用美沙酮代谢物2-亚乙基-1,5-二甲基-3,3-二苯基吡咯烷(EDDP)与尿肌酐的比值建立回归模型的可能性,该模型可预测接受美沙酮治疗疼痛或药物成瘾患者的药物依从性。
回顾性研究。
马什菲尔德诊所-莱克兰中心,它是构成马什菲尔德诊所的41个区域中心之一,马什菲尔德诊所是威斯康星州中部一家大型私立多专科医疗机构。
接受美沙酮治疗药物滥用或慢性疼痛的患者。第1组是初始试点组,由7名患者组成,随访4个月。第2组由33名患者组成,随访28个月。
从患者病历中回顾性提取年龄、性别、体重、身高、美沙酮剂量、尿肌酐定量和EDDP水平报告的依从/不依从情况以及相关临床辅助因素。采用对数-对数回归分析,将尿液筛查结果中的EDDP和EDDP/肌酐比值建模为美沙酮剂量的函数,并在较大队列(第2组)中建模为体型、性别和年龄的函数。报告经预测项数量调整后的决定系数(R(adj)(2))作为模型拟合度的指标。
对于第1组数据,存在显著正相关(P<0.001),但也存在较大变异性(R(adj)(2)=0.49)。通过EDDP/肌酐比值对肌酐进行调整后关系更紧密(R(adj)(2)=0.95)。同样,对于第2组数据,存在显著正相关(P=0.001)且变异性较大(R(adj)(2)=0.53)。通过EDDP/肌酐比值对肌酐进行调整后关系显著增强(R(adj)(2)=0.73)。性别和年龄与EDDP/肌酐比值无关联证据(分别为P=0.60和P=0.51)。体型在模型中具有显著性,无论是通过体表面积还是瘦体重来衡量,将其添加到模型中可改善预测效果(R(adj)(2)=0.80)。
首次证明尿液分析可用于临床环境中监测美沙酮的过量或不足使用情况,无论患者的水合状态如何,也无论样本是否因添加其他物质(如漂白剂、肥皂甚至美沙酮)而受到处理,这些情况可能使合适的样本变得不合适或使不合适的样本变得合适。类似方法可能对其他药物治疗也有用,有助于更准确地监测常见滥用处方药。