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一种用于体内评估网状内皮系统(RES)吞噬功能的非线性数学模型。

A non-linear mathematical model for the in vivo evaluation of the RES phagocytic function.

作者信息

Bondareva I B, Parfenov A S

机构信息

Dept. of Radiology, The Research Institute of Physico-Chemical Medicine, Moscow, Russia.

出版信息

Medinfo. 1995;8 Pt 2:1091.

PMID:8591376
Abstract

A new non-linear mathematical model was constructed in order to perform in vivo quantification of the RES phagocytic function. This method is based on the same technical facilities as used for the routine liver-spleen scintigraphy with radiocolloids [1, 2]. But kinetic modeling of dynamic Tc-99m-sulfur colloid data produced estimations of the functional RE-parameters: the clearance rate of the colloidal particles, the rate of phagocytosis, and the RES functional volume, which can not be obtained by classical approaches. This non-linear model was designed on the basis of the principal characteristics of particulate material interaction with macrophages (attachment, phagocytosis, digestion) [3, 4, 5]. The theoretically examined behavior of this in vivo mathematical model corresponds with the experimental behavior of the RES. The mathematical expression of the dynamics is the system of non-linear differential equations with constant coefficients that have no analytical solution. Fitting of the normalized heart blood time-activity curve was obtained to identify the unknown model parameters via non-linear regression. For this purpose general interactive PASCAL procedure IDPAR for a PDP-11/34 computer was used (an IBM PC version is also available). Two to three iterations were needed to estimate the set of unknown parameters for any patient study (1-1.5 min). A very good fitting was obtained between experimental and model curves in every case of different pathologies (error of the approximation is about 2-3%). Studies were performed using an in vivo bolus injection of 3.6 mg/80 kg commercially available colloid KOREN labeled with 3m-Ci 99m-Tc (analog of TCK-1). Our method was used to determine the RES functional parameters for patient groups with different levels of the RES dysfunction. Obtained results illustrate the possibilities of our technique to quantitatively estimate not only great pathology (portal cirrhosis), but also small changes of the RE-function (case of hyperlipidemia and ulcer gaster). In all patient groups marked changes of Tc-99m-sulfur colloid turnover were observed. In general, tracer clearance from the circulation was decreased, and the rate of phagocytosis and the RES volume were diminished compared with controls. The effect of a reduction of phagocytosis increases when the RES dysfunction becomes stronger. It can be shown that a non-parametric Wilcoxon-Mann-Whitney test gives a significant difference (P95%) for these patient groups. Further, we represent the possibility of using the model for monitoring changes of the RES-function parameters during and after therapy. The quantitative test of the RES function can significantly enhance the diagnosis and management of different diseases. Serial colloidal studies may document changes in the RES-function for the tumors, cirrhosis, hyperlipidemia, reticulosis, hepatitis, thrombosis, infection, AIDS, burn injury, shock and trauma patients. The technique may be useful for the different RES investigations with laboratory animals. Created computer software can be used as a tool for kinetic models, simulation, and unknown parameters identification.

摘要

为了对RES吞噬功能进行体内定量分析,构建了一种新的非线性数学模型。该方法基于与放射性胶体进行常规肝脾闪烁扫描相同的技术设备[1,2]。但是,对动态Tc-99m-硫胶体数据进行动力学建模可得出功能性RE参数的估计值:胶体颗粒的清除率、吞噬率和RES功能体积,而这些是传统方法无法获得的。该非线性模型是根据颗粒物质与巨噬细胞相互作用的主要特征(附着、吞噬、消化)设计的[3,4,5]。该体内数学模型的理论检验行为与RES的实验行为相符。动力学的数学表达式是具有常系数的非线性微分方程组,没有解析解。通过对归一化心脏血液时间-活性曲线进行拟合,以通过非线性回归识别未知的模型参数。为此,使用了适用于PDP-11/34计算机的通用交互式PASCAL程序IDPAR(也有适用于IBM PC的版本)。对于任何患者研究(1 - 1.5分钟),需要进行两到三次迭代来估计未知参数集。在不同病理情况的每种情况下,实验曲线与模型曲线之间都获得了非常好的拟合(近似误差约为2 - 3%)。研究使用了对80kg体重的患者进行3.6mg/80kg的体内大剂量注射,注射的是用3m - Ci 99m - Tc标记的市售胶体KOREN(TCK - 1的类似物)。我们的方法用于确定RES功能障碍程度不同的患者组的RES功能参数。获得的结果说明了我们的技术不仅能够定量评估严重病变(门静脉肝硬化),还能评估RE功能的微小变化(高脂血症和胃溃疡病例)的可能性。在所有患者组中均观察到Tc - 99m - 硫胶体周转率的明显变化。一般来说,与对照组相比,示踪剂从循环中的清除减少,吞噬率和RES体积减小。RES功能障碍越强,吞噬作用降低的影响就越大。可以证明,对于这些患者组,非参数Wilcoxon - Mann - Whitney检验给出了显著差异(P95%)。此外,我们展示了使用该模型监测治疗期间和治疗后RES功能参数变化的可能性。RES功能的定量检测可以显著提高对不同疾病的诊断和管理。系列胶体研究可以记录肿瘤、肝硬化、高脂血症、网状细胞增多症、肝炎、血栓形成、感染、艾滋病、烧伤、休克和创伤患者的RES功能变化。该技术可能对实验室动物的不同RES研究有用。创建的计算机软件可作为动力学模型、模拟和未知参数识别的工具。

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