Mathematical analysis of daily ECG in assessing the effectiveness of obesity treatment in young patients

I. Kurnikova, Sh. Gulova, N. Danilina, I. Mokhammed, A. Yurovsky
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Evaluation of HRV allows to obtain data not only on the functioning of the patient's cardiovascular system, but also on the tension (or exhaustion) of regulatory mechanisms (the state of autonomic regulation), and hence on the preservation of adaptation reserves and rehabilitation capabilities of the body. And this opens opportunities for predicting and monitoring the effectiveness of therapy. At present, the leading direction of research is the development of practical aspects of applying the results of daily HRV analysis.Purpose. To evaluate the possibilities of HRV analysis in monitoring the effectiveness of treatment in young patients with obesity.Materials and methods. Patients with exogenous constitutional obesity underwent 24-hour monitoring of heart rate (Holter monitoring - HM) with software computer analysis of the wave spectrum of the obtained data and selection of frequencies - 0.004–0.08 Hz (very low frequencies - VLF); 0.09-0.16 Hz (low frequencies - LF); 0.17-0.5 Hz (high frequencies - HF); more than 0.5 Hz (Ultra Low Frequency Waves - ULF). Two coefficients were calculated - LF/HF (coefficient of vagosympathetic balance) - the ratio of the power of low frequency waves (LF) to the power of high frequency waves (HF) and the index of centralization (CI) - the ratio of the activity of the central circuit of regulation to the autonomous one (LF+VLF/HF).Results. In total, 14 young patients (from 17 to 26 years old) who were admitted to the medical center with a diagnosis of exogenous constitutional obesity were examined. The survey complex included an analysis of HRV. The initial indicator of autonomic balance was determined by the coefficient LF/HF and the degree of tension of regulatory systems by the index of centralization (CI). In young people, parasympathetic activity prevailed in the wave spectrum - % of high frequency waves (HF) characterizing parasympathetic activity exceeded % of low frequency waves (LF) characterizing sympathetic activity. The follow-up period ranged from 8 months to 1.5 years.In the examined patients, at the beginning of the observation, the predominance of parasympathetics was noted in all, and the value of the coefficient below 0.7 was found in 14 people. (85.7%), which confirmed the predominance of parasympathetics with a significant violation of the autonomic balance (in healthy individuals, the ratio of sympathetic/parasympathetic in terms of LF/HF is from 0.7 to 1.5.). Since the treatment of obesity is a long process, to assess the adequacy of the therapy, after 1 month all patients underwent a second HRV study and the correlation with the effectiveness of the therapy was evaluated. Treatment of obesity was effective in those patients who had their LF/HF increased to a level above 0.7, and the index of centralization increased by more than 50% of the initial level after 1 month. For these patients (11 people - 78.6%), the appropriate treatment tactics were chosen, and the treatment should be continued without additional correction. In patients who did not reach the level of eutonia, the effect of therapy on weight loss was unsatisfactory and relapse of the disease was noted in all cases.Conclusion. Mathematical analysis of HRV in young patients with exogenous constitutional obesity makes it possible to control the state of vegetative balance and, on this basis, to predict the effectiveness of the complex of therapy in a particular patient. If after a month we observe that the predominance of parasympathetics persists (especially during daytime), as well as the high tension of regulatory systems, the complex of therapeutic measures requires immediate correction","PeriodicalId":107005,"journal":{"name":"Health Informatics and Biomedical Engineering Applications","volume":"17 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Health Informatics and Biomedical Engineering Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1003461","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Mathematical analysis of the ECG in medicine has been used for a long time, since in 1932 Fleisch and Beckmann first applied the mathematical assessment of the heart rate using the standard deviation of the R-R intervals to assess fluctuations. Mathematical analysis technologies are constantly developing and improving and are the method of choice in the analysis of heart rate variability (HRV). HRV analysis is based on the measurement of time intervals between adjacent ECG R-waves with the construction of a dynamic series - a cardiorhythmogram (CRG). Evaluation of HRV allows to obtain data not only on the functioning of the patient's cardiovascular system, but also on the tension (or exhaustion) of regulatory mechanisms (the state of autonomic regulation), and hence on the preservation of adaptation reserves and rehabilitation capabilities of the body. And this opens opportunities for predicting and monitoring the effectiveness of therapy. At present, the leading direction of research is the development of practical aspects of applying the results of daily HRV analysis.Purpose. To evaluate the possibilities of HRV analysis in monitoring the effectiveness of treatment in young patients with obesity.Materials and methods. Patients with exogenous constitutional obesity underwent 24-hour monitoring of heart rate (Holter monitoring - HM) with software computer analysis of the wave spectrum of the obtained data and selection of frequencies - 0.004–0.08 Hz (very low frequencies - VLF); 0.09-0.16 Hz (low frequencies - LF); 0.17-0.5 Hz (high frequencies - HF); more than 0.5 Hz (Ultra Low Frequency Waves - ULF). Two coefficients were calculated - LF/HF (coefficient of vagosympathetic balance) - the ratio of the power of low frequency waves (LF) to the power of high frequency waves (HF) and the index of centralization (CI) - the ratio of the activity of the central circuit of regulation to the autonomous one (LF+VLF/HF).Results. In total, 14 young patients (from 17 to 26 years old) who were admitted to the medical center with a diagnosis of exogenous constitutional obesity were examined. The survey complex included an analysis of HRV. The initial indicator of autonomic balance was determined by the coefficient LF/HF and the degree of tension of regulatory systems by the index of centralization (CI). In young people, parasympathetic activity prevailed in the wave spectrum - % of high frequency waves (HF) characterizing parasympathetic activity exceeded % of low frequency waves (LF) characterizing sympathetic activity. The follow-up period ranged from 8 months to 1.5 years.In the examined patients, at the beginning of the observation, the predominance of parasympathetics was noted in all, and the value of the coefficient below 0.7 was found in 14 people. (85.7%), which confirmed the predominance of parasympathetics with a significant violation of the autonomic balance (in healthy individuals, the ratio of sympathetic/parasympathetic in terms of LF/HF is from 0.7 to 1.5.). Since the treatment of obesity is a long process, to assess the adequacy of the therapy, after 1 month all patients underwent a second HRV study and the correlation with the effectiveness of the therapy was evaluated. Treatment of obesity was effective in those patients who had their LF/HF increased to a level above 0.7, and the index of centralization increased by more than 50% of the initial level after 1 month. For these patients (11 people - 78.6%), the appropriate treatment tactics were chosen, and the treatment should be continued without additional correction. In patients who did not reach the level of eutonia, the effect of therapy on weight loss was unsatisfactory and relapse of the disease was noted in all cases.Conclusion. Mathematical analysis of HRV in young patients with exogenous constitutional obesity makes it possible to control the state of vegetative balance and, on this basis, to predict the effectiveness of the complex of therapy in a particular patient. If after a month we observe that the predominance of parasympathetics persists (especially during daytime), as well as the high tension of regulatory systems, the complex of therapeutic measures requires immediate correction
年轻患者每日心电图的数学分析评价肥胖治疗的有效性
医学上对心电图的数学分析已经使用了很长时间,自1932年Fleisch和Beckmann首次使用R-R区间的标准偏差对心率进行数学评估来评估波动。数学分析技术在不断发展和完善,是心率变异性分析的首选方法。HRV分析是基于测量相邻心电图r波之间的时间间隔,并构建一个动态序列-心律图(CRG)。HRV的评估不仅可以获得患者心血管系统功能的数据,还可以获得调节机制(自主调节状态)的紧张(或衰竭)数据,从而获得身体适应储备和康复能力的保存数据。这为预测和监测治疗效果提供了机会。目前,主要的研究方向是开发将日常HRV分析结果应用于实际方面。评价HRV分析在监测年轻肥胖患者治疗效果中的可能性。材料和方法。外源性体质型肥胖患者进行24小时心率监测(霍尔特监测- HM),软件计算机分析所获得数据的波谱并选择频率- 0.004-0.08 Hz(甚低频- VLF);0.09-0.16 Hz(低频- LF);0.17-0.5 Hz(高频- HF);超过0.5赫兹(超低频波- ULF)。计算了两个系数:迷走交感平衡系数LF/HF(低频波功率与高频波功率之比)和集中化指数CI(中央调节回路活性与自主回路活性之比)。共有14名被诊断为外源性体质性肥胖的年轻患者(17至26岁)被送入医疗中心进行检查。综合调查包括HRV分析。自主平衡的初始指标由LF/HF系数确定,调节系统的紧张程度由集中化指数(CI)确定。在年轻人中,副交感神经活动在波谱中占主导地位——表征副交感神经活动的高频波(HF)的百分比超过表征交感神经活动的低频波(LF)的百分比。随访时间为8个月至1.5年。在被检查的患者中,在观察开始时,所有患者都注意到副交感神经占优,其中系数小于0.7的有14人。(85.7%),这证实了副交感神经的优势,并明显破坏了自主神经平衡(在健康个体中,交感/副交感神经的LF/HF比值为0.7 ~ 1.5)。由于肥胖的治疗是一个漫长的过程,为了评估治疗的充分性,所有患者在1个月后进行了第二次HRV研究,并评估与治疗有效性的相关性。对于LF/HF升高到0.7以上的患者,肥胖治疗有效,1个月后中心化指数比初始水平提高50%以上。对这些患者(11例,78.6%),选择了合适的治疗策略,继续治疗,不需再进行纠正。对于未达到均衡水平的患者,治疗效果不理想,所有病例均出现复发。对外源性体质性肥胖的年轻患者的HRV进行数学分析,使控制营养平衡状态成为可能,并在此基础上预测特定患者综合治疗的有效性。如果一个月后,我们观察到副交感神经的优势仍然存在(特别是在白天),以及调节系统的高度紧张,则需要立即纠正复杂的治疗措施
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