Methods of computer simulation in the development of technology for the functional assessment of the state of the liver in patients

I. Kurnikova, Sh. Gulova, Guzal Akhmadullina, N. Danilina, I. Mokhammed
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Abstract

Most of the diseases associated with carbohydrate and fat metabolism disorders (type 2 diabetes mellitus, obesity, metabolic syndrome) lead to changes in the structure and function of liver cells, and the formed liver dysfunction negatively affects the further progression of the disease. The process of liver damage develops with varying intensity and does not immediately lead to irreversible consequences; therefore, dysfunction should be detected as early as possible, and the data obtained should be used to assess the current state and predict their reversibility.Study purpose. To create a quantitative assessment method that allows to assess the current functional state of the liver and to determine the reversibility of existing functional disorders and the severity of structural changes, to assess the prognosis of the course of the disease and the effectiveness of restorative measures.Instruments and Data Collection Procedure. Examination of patients, in addition to conventional methods, included an assessment of the absorptive-excretory function of the liver and biliary tract patency using a scintillation gamma camera (Siemens Symbia T16) with subsequent processing on the SUPER-SEGAMS computer system (Hungary). Freshly prepared Bromesida, 99mТс was administered intravenously at the rate of 1.1 MBq per kg of the patient's body weight, with a normal content of bilirubin in blood. Series of scintigrams allow to assess the passage of the drug visually through the blood-liver-ducts-intestine system, to characterize the anatomical features and organic changes in the biliary system. Quantitative analysis of the "activity-time" curves obtained from the areas of interest (the right lobe of the liver - 2 zones, the left lobe of the liver, the common bile duct, the intestinal area, the heart area) makes it possible to study the absorptive-excretory function of the liver.Results. By the method of mathematical modeling, a formula was obtained - the index of the functional activity of hepatocytes:IFAH= (-1,1564 + 0,0653 × BMI - 0,0144 × Tmax) × 100,where:IFAH - index of functional activity of hepatocytes (liver cells);BMI - body mass index (kg/m2)Tmax - indicator of the absorption function of the liver (min) - the time to reach the maximum accumulation of the radiopharmaceutical in the liver. It is an indicator of the function of polygonal liver cells (normal = 8-12 min).Functional activity of hepatocytes: from 0 to 9.9 - normal functional activity of hepatocytes; from 10 to 19.9 - the risk of developing functional disorders; from 20 to 29.9 - reversible dysfunction of hepatocytes (steatosis); more than 30 - irreversible (organic) liver dysfunction (steatohepatitis). With negative IFAH values - the influence of extrahepatic factors, such as diseases that accelerate metabolism at the cellular level (thyrotoxicosis), taking drugs in violation of the prescriptions before these studies.The originality and novelty of the technique are confirmed by the patent – “A method for diagnosing fatty hepatosis” (patent RU 2 578 080 C2 dated February 19, 2016).The method was tested in clinical practice and the data obtained confirmed the high diagnostic accuracy (95%) of the proposed method for calculating the index of IFAH.Conclusion: the discussed method allows doctors to evaluate not only the current functional state of the liver, but also to determine the reversibility of existing functional disorders and the severity of structural changes; also could be used to evaluate the prognosis of the course of the disease and the effectiveness of restorative measures. It is characterized by relative ease of implementation. Only one parameter — Tmax is required, after which the study can be completed.
计算机模拟的方法在技术的发展中用于评估患者肝脏的功能状态
大多数与碳水化合物和脂肪代谢紊乱相关的疾病(2型糖尿病、肥胖、代谢综合征)导致肝细胞结构和功能的改变,形成的肝功能障碍对疾病的进一步进展产生负面影响。肝损伤的过程以不同的强度发展,不会立即导致不可逆转的后果;因此,应尽早发现功能障碍,并利用所获得的数据评估当前状态,预测其可逆性。研究的目的。创建一种定量评估方法,以评估肝脏当前的功能状态,确定现有功能障碍的可逆性和结构变化的严重程度,评估病程的预后和恢复措施的有效性。仪器和数据收集程序。对患者的检查,除常规方法外,还包括使用闪烁伽马相机(西门子Symbia T16)评估肝脏的吸收排泄功能和胆道的开放程度,随后在SUPER-SEGAMS计算机系统(匈牙利)上进行处理。新鲜制备的Bromesida, 99mТс以每公斤体重1.1 MBq的速率静脉注射,患者血液中胆红素含量正常。一系列的闪烁图可以直观地评估药物通过血-肝-管-肠系统,表征胆道系统的解剖特征和有机变化。定量分析从感兴趣的区域(肝右叶- 2区、肝左叶、胆总管、肠区、心脏区)获得的“活动-时间”曲线,可以研究肝脏的吸收-排泄功能。通过数学建模的方法,得到肝细胞功能活性指数的公式:IFAH= (-1,1564 + 0,0653 × BMI - 0,0144 × Tmax) × 100,其中:IFAH -肝细胞(肝细胞)功能活性指数;BMI -体重指数(kg/m2)Tmax -肝脏吸收功能指标(min) -放射性药物在肝脏达到最大积累的时间。它是多角形肝细胞功能的指标(正常= 8-12分钟)。肝细胞功能活性:0 ~ 9.9 -肝细胞功能活性正常;10至19.9分——发生功能障碍的风险;20 - 29.9 -肝细胞可逆性功能障碍(脂肪变性);30以上-不可逆(器质性)肝功能障碍(脂肪性肝炎)。IFAH值为负-肝外因素的影响,例如在细胞水平加速代谢的疾病(甲状腺毒症),违反这些研究之前的处方服用药物。该技术的原创性和新颖性已通过专利-“一种诊断脂肪肝的方法”(专利RU 2 578 080 C2,日期为2016年2月19日)得到证实。在临床实践中对该方法进行了测试,所获得的数据证实了所提出的计算IFAH指数的方法具有较高的诊断准确率(95%)。结论:所讨论的方法使医生不仅可以评估肝脏当前的功能状态,还可以确定现有功能障碍的可逆性和结构变化的严重程度;也可用于评价病程的预后及修复措施的效果。它的特点是相对容易实现。只需要一个参数Tmax,完成后即可完成研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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