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实时透析剂量:离子透析与经典尿素动力学建模指标对比

Real-Time Dialysis Dose: Ionic Dialysis Versus Classical Urea Kinetic Modeling Indices.

作者信息

Nenova Diana D, Yankov Yanko G, Chausheva Gergana M

机构信息

Clinic of Nephrology and Dialysis, University Hospital St. Marina, Varna, BGR.

Department of Internal Disease, Medical University "Prof. Dr. Paraskev Stoyanov", Varna, BGR.

出版信息

Cureus. 2024 Sep 22;16(9):e69928. doi: 10.7759/cureus.69928. eCollection 2024 Sep.

DOI:10.7759/cureus.69928
PMID:39439601
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11495653/
Abstract

Introduction Worldwide, over 850 million people need renal replacement therapy, and over 80% of them are on hemodialysis. The term "dialysis adequacy" is most often associated with the achievement of minimally acceptable indices - single pool Kt/V (spKt/V) and urea reduction ratio (URR%) and largely does not take into account other clinical indicators in patients. In addition, it should be taken into account that in the conditions of clinical practice, their measurement is carried out according to standards controlled by the regulatory structures and is carried out with a frequency between one and three months, and not during each dialysis procedure. Accordingly, based on the obtained value, we assume that it refers to the urea clearance of the entire dialysis prescription. A new methodology for measuring dialysis adequacy through ionic dialysis allows dose estimation in real time without the need for additional blood tests by recording the difference in sodium ion conductivity at the dialyzer inlet and outlet. The latter corresponds to the dialysis dose delivered and can be measured at each dialysis session, enabling timely therapeutic intervention at minimal cost to the community. The aim of this original article is to present ion dialysis to the community as a reliable and inexpensive alternative to classical urea kinetic modeling (UKM), evaluating the comparability of the two methods and the possible sources of error in the result. Material and methods This was a retrospective study of 32 patients undergoing hemodialysis at the Clinic of Nephrology and Dialysis at the University Hospital St. Marina (Varna, Bulgaria) for the period between January and December 2020. For each of the patients, four measurements (every three months) of the delivered dialysis dose were performed by ion dialysis and classical urea kinetic modeling in order to assess the comparability and reliability of the two methods. Results The analysis of the results proved a high correlation between the validated indicators of dialysis adequacy (spKt/V; URR) and those registered with online monitoring (online clearance monitor) by ionic dialysis - online Kt/V (onKt/V) while at the same time reporting a significant difference in the two methods - primarily based on the anthropometric formulas used to estimate the volume. The established regression models confirmed the high predictive value of ionic dialysis in relation to the actually delivered dose. Discussion Despite the high bond strength, our recorded values ​​for onKt/V are 8% lower compared to results using UKM. Therefore, onKt/V as an assessment metric has the ability to underestimate the dialysis dose received. Various factors as a possible source of error and its cause have been reported by some authors. Several studies have reported differences of 2-5% in instantaneous conductance measurements, which they associate mainly with differences in the diffusion coefficients of urea and sodium, as well as different effects of dialysis membrane charge or inadequate ultrafiltration correction. Conclusions Our study confirms that online clearance monitoring (OCM) is a practical non-invasive tool for daily use that complements the classic performance of OCM by helping to deliver an adequate dialysis dose with increased patient benefit and minimal cost of financial resources.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9d/11495653/7a19982f8fc5/cureus-0016-00000069928-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9d/11495653/5c8221315731/cureus-0016-00000069928-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9d/11495653/7a19982f8fc5/cureus-0016-00000069928-i02.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9d/11495653/5c8221315731/cureus-0016-00000069928-i01.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ec9d/11495653/7a19982f8fc5/cureus-0016-00000069928-i02.jpg
摘要

引言 在全球范围内,超过8.5亿人需要肾脏替代治疗,其中超过80%的人接受血液透析。“透析充分性”一词通常与达到最低可接受指标——单池Kt/V(spKt/V)和尿素清除率(URR%)相关,并且在很大程度上没有考虑患者的其他临床指标。此外,应该考虑到,在临床实践中,这些指标是按照监管机构控制的标准进行测量的,测量频率为一到三个月一次,而不是在每次透析过程中进行。因此,基于获得的值,我们假设它指的是整个透析处方的尿素清除率。一种通过离子透析测量透析充分性的新方法,通过记录透析器入口和出口处钠离子电导率的差异,可以实时估计剂量,而无需进行额外的血液检测。后者对应于输送的透析剂量,可以在每次透析过程中进行测量,从而能够以对社区最小的成本进行及时的治疗干预。这篇原创文章的目的是向社区介绍离子透析,作为经典尿素动力学建模(UKM)的一种可靠且廉价的替代方法,评估两种方法的可比性以及结果中可能的误差来源。

材料和方法 这是一项对2020年1月至12月期间在保加利亚瓦尔纳圣玛丽娜大学医院肾脏病与透析诊所接受血液透析的32例患者进行的回顾性研究。对于每位患者,通过离子透析和经典尿素动力学建模对输送的透析剂量进行了四次测量(每三个月一次),以评估两种方法的可比性和可靠性。

结果 结果分析证明,透析充分性的验证指标(spKt/V;URR)与通过离子透析在线监测(在线清除监测仪)记录的指标——在线Kt/V(onKt/V)之间存在高度相关性,同时报告了两种方法之间的显著差异——主要基于用于估计体积的人体测量公式。建立的回归模型证实了离子透析相对于实际输送剂量具有较高的预测价值。

讨论 尽管相关性很强,但我们记录的onKt/V值与使用UKM的结果相比低8%。因此,onKt/V作为一种评估指标有低估所接受透析剂量的可能性。一些作者报告了各种可能作为误差来源及其原因的因素。几项研究报告了瞬时电导率测量中有2% - 5%的差异,他们主要将其与尿素和钠的扩散系数差异、透析膜电荷的不同影响或超滤校正不足相关联。

结论 我们的研究证实,在线清除监测(OCM)是一种日常实用的非侵入性工具,通过帮助输送足够的透析剂量,增加患者受益并使财政资源成本最小化,对经典的OCM性能起到补充作用。

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Dialysis adequacy predictions using a machine learning method.利用机器学习方法预测透析充分性。
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