Department IV - Modeling and Supporting of Internal Functions, Nalecz Institute of Biocybernetics and Biomedical Engineering Polish Academy of Sciences, Warsaw, Poland.
Global Medical Affairs, Baxter Healthcare Corporation, Deerfield, Illinois, USA.
Blood Purif. 2024;53(1):40-48. doi: 10.1159/000533322. Epub 2023 Nov 3.
Hypophosphatemia is common during continuous renal replacement therapy (CRRT), but serum phosphate levels can potentially be maintained during treatment by either intravenous phosphate supplementation or addition of phosphate to renal replacement therapy (RRT) solutions.
We developed a steady-state phosphate mass balance model to assess the effects of CRRT dose on serum phosphate concentration when using both phosphate-free and phosphate-containing RRT solutions, with emphasis on low CRRT doses.
The model predicted that measurements of serum phosphate concentration prior to (initial) and during CRRT (final) together with clinical data on CRRT dose, treatment duration, and phosphate supplementation can determine model patient parameters, that is, both the initial generation rate and clearance of phosphate prior to CRRT. Model parameters were then calculated from average patient data reported in several previous publications with a standard or high CRRT dose. Using representative model parameters for typical patients, predictions were then made of the effect of low CRRT dose on the change in serum phosphate levels after implementation of CRRT. The model predicted that CRRT at a low dose using phosphate-free RRT solutions will limit, but not eliminate, the incidence of hypophosphatemia. Further, the model predicted that CRRT at a low dose will have virtually no influence on the incidence of hyperphosphatemia when using phosphate-containing RRT solutions.
This report identifies the clinical measurements to be used with the proposed model for individualizing the CRRT dose and RRT phosphate concentration to maintain serum phosphate concentrations in a desired range.
在连续肾脏替代治疗(CRRT)期间,低磷血症很常见,但通过静脉内补充磷酸盐或在肾脏替代治疗(RRT)溶液中添加磷酸盐,可以在治疗过程中维持血清磷酸盐水平。
我们开发了一个稳态磷酸盐质量平衡模型,以评估在使用无磷酸盐和含磷酸盐 RRT 溶液时,CRRT 剂量对血清磷酸盐浓度的影响,重点是低 CRRT 剂量。
该模型预测,在开始 CRRT 之前(初始)和期间(最终)测量的血清磷酸盐浓度,以及关于 CRRT 剂量、治疗持续时间和磷酸盐补充的临床数据,可以确定模型患者参数,即 CRRT 之前的初始磷酸盐生成率和清除率。然后,使用标准或高 CRRT 剂量的几项先前出版物中的平均患者数据计算模型参数。使用典型患者的代表性模型参数,预测实施 CRRT 后低 CRRT 剂量对血清磷酸盐水平变化的影响。该模型预测,使用无磷酸盐 RRT 溶液的低剂量 CRRT 将限制,但不能消除低磷血症的发生。此外,该模型预测,当使用含磷酸盐 RRT 溶液时,低剂量 CRRT 对高磷血症的发生几乎没有影响。
本报告确定了与拟议模型一起使用的临床测量值,以将 CRRT 剂量和 RRT 磷酸盐浓度个体化,以维持所需范围内的血清磷酸盐浓度。