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Phosphate removal model: An observational study of low-flux dialyzers in conventional hemodialysis therapy

机译:磷酸盐去除模型:常规血液透析治疗中低通量透析器的观察性研究

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Precise assessing phosphate removal by hemodialysis (HD) is important to improve phosphate control in patients on maintenance HD. We reported a simple noninvasive model to estimate phosphate removal within a 4-hour HD. One hundred sixty-five patients who underwent HD 4hours per session using low-flux dialyzers made of polysulfone (1.2m 2) or triacetate (1.3m 2) were enrolled. Blood flows varied from 180 to 300mL/min. Effluent dialysate samples were collected during the 4-hour HD treatment to measure the total phosphate removal. Predialysis levels of serum phosphate, potassium, hematocrit, intact parathyroid hormone, total carbon dioxide (TCO 2), alkaline phosphatase, clinical and dialysis characteristics were obtained. One hundred thirty-five observations were randomly selected for model building and the remaining 30 for model validation. Total amount of phosphate removal within the 4-hour HD was mostly 15-30mmol. A primary model (model 1) predicting total phosphate removal was Tpo 4=79.6×C 45 (mmol/L)-0.023×age (years)+0.065×weight (kg)-0.12×TCO 2 (mmol/L)+0.05×clearance (mL/min)-3.44, where C 45 was phosphate concentration in spent dialysate measured at the 45minute of HD and clearance was phosphate clearance of dialyzer in vitro conditions offered by manufacturer's data sheet. Since the parameter TCO 2 needed serum sample for measurement, we further derived a noninvasive model (model 2):Tpo 4=80.3×C 45-0.024×age+0.07×weight+0.06×clearance-8.14. Coefficient of determination, root mean square error, and residual plots showed the appropriateness of two models. Model validation further suggested good and similar predictive ability of them. This study derived a noninvasive model to predict phosphate removal. It applies to patients treated by 4-hour HD under similar conditions.
机译:精确评估通过血液透析(HD)去除磷酸盐对改善维持HD患者的磷酸盐控制非常重要。我们报告了一个简单的非侵入性模型,用于估算4小时高清内的磷酸盐去除量。入选了165名患者,他们每次使用聚砜(1.2m 2)或三乙酸酯(1.3m 2)制成的低通量透析仪进行HD 4小时HD。血流从180到300mL / min不等。在4小时的HD处理过程中收集了流出的透析液样品,以测量总磷酸盐去除量。获得了透析前血清磷酸盐,钾,血细胞比容,完整的甲状旁腺激素,总二氧化碳(TCO 2),碱性磷酸酶,临床和透析特征的水平。随机选择了一百三十五个观测值用于模型构建,其余三十个观测值用于模型验证。 4小时HD内的磷酸盐去除总量主要为15-30mmol。预测总磷酸盐去除量的主要模型(模型1)为Tpo 4 = 79.6×C 45(mmol / L)-0.023×年龄(年)+ 0.065×重量(kg)-0.12×TCO 2(mmol / L)+0.05 ×清除率(mL / min)-3.44,其中C 45是在HD的45分钟时测量的废透析液中的磷酸盐浓度,清除率是制造商数据表提供的体外透析器的磷酸盐清除率。由于参数TCO 2需要测量血清样品,因此我们进一步推导了一种非侵入性模型(模型2):Tpo 4 = 80.3×C 45-0.024×年龄+ 0.07×重量+ 0.06×清除率-8.14。确定系数,均方根误差和残差图显示了两种模型的适用性。模型验证进一步表明了它们的良好和相似的预测能力。这项研究得出了预测磷酸盐去除的非侵入性模型。它适用于在类似情况下接受4小时HD治疗的患者。

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