Quantitative assessments in evaluating the effectiveness of arterial hypertension treatment: new technologies

I. Kurnikova, R. Sargar, Alex J. Pavlov, Zhanar Baisenbaeva, N. Zabrodina, M. Zavalina
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Index of adaptive aptitude (IAA) (patent for invention No. 2342900 \"Method\n for eavaluation of the functional reserves of the body\", author - Kurnikova I. A.).\n using automated assessment (certificates of official registration No. 2007614560 and No.\n 2007613898).IAA=0.011(P-P*)+0.014(S-S*)+0.008(D-D*)+0.009(W-W*),Where: P - actual heart\n rate (b/min.); P* - ideal pulse rate (beats/ min.); S - systolic blood pressure, actual\n average per day (mm Hg); S* – ideal systolic blood pressure (mm Hg); D - diastolic blood\n pressure, actual average per day (mm Hg); D* - ideal diastolic blood pressure (mm/Hg); W\n - body weight at the time of examination (kg); W* - ideal body weight (kg); H -\n patient's height at the time of examination (cm).Assessment of daily heart rate\n variability on the Valenta system, equipped with a program for computer processing of\n spectral analysis indicators.Results:- 143 patients with arterial hypertension (AH) were\n examined. The relationship between a qualitative indicator - the severity of AH and\n quantitative indicators - rehabilitation potential, the numerical value of which is PAS,\n the circadian index (CI) as an indicator of increased sensitivity of the heart rate to\n sympathetic stimulation, and the LF/HF vago sympathetic balance coefficient, which\n increases with hypersympathatic tone, was considered. Statistical analysis of the\n surface plot using the weighted least squares distance allowed this relationship to be\n clearly demonstrated. Quantitative analogue of the Framingham arterial hypertension\n severity scale (AHSS) in a specific patient (certificate for invention №. 201152181)AHSS\n = 119,31 + 2,22× (CI) - 2,03× (IAA) - 1,33×(2×(CI)) + 2,72×(CI)× (IAA) +\n 7,06×(IAA)where: AHSS less than 120 - normal. Mild AHSS = 121 – 130 points; average\n severity of AHSS = 131 – 140 points; severe AHSS - 141 points or more. The effectiveness\n of rehabilitation is good with AHSS less than 120, satisfactory - with 121 - 130;\n unsatisfactory - more than 131.For illustration, the data of 54 patients are presented.\n Observation group \"1\" - patients with AH (BMI<25), mean age - 49±1.9 years (19\n people). Observation group \"2\" - patients with metabolic syndrome (BMI>25; HOMA\n index> 2.5), mean age - 50±1.7 (35 people). All patients were assessed for the\n severity of hypertension according to the WHO criteria and the AHSS index at the\n beginning of the study. Normal value was achieved in 41.8% in 1st group during\n treatment, in 47.1% there was a decrease in the severity of AH according to AHSS. In\n group 2, in patients with metabolic syndrome during treatment, it was possible to\n normalize blood pressure in 55.8%, and to obtain satisfactory results in\n 35.9%.Conclusion. Developed mathematical modeling methods, a quantitative analogue\n indicator of the severity of arterial hypertension - AHSS allows you to dynamically\n monitor the effectiveness of treatment and evaluate the achieved result based on a\n quantitative assessment within the severity indicated by the classification. The\n effectiveness of the rehabilitation of patients with hypertension is considered\n sufficient if the AHSS decreases below the value of 120 units or one level from the\n baseline","PeriodicalId":383834,"journal":{"name":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","volume":"16 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":"Human Interaction and Emerging Technologies (IHIET-AI 2023): Artificial\n Intelligence and Future Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.54941/ahfe1002959","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

Background. In the practice of clinical research, it is traditionally accepted to evaluate parameters that characterize the degree of impairment or loss of the function of an organ or system, and not their preservation. A fundamental change in the approach distinguishes a new trend in modern medicine, which makes it possible to assess the degree of preservation of functional resources, which was the basis of this study.Study purpose: To develop a method for dynamic quantitative assessment of the severity of arterial hypertension and evaluate the relationship between a qualitative indicator of arterial hypertension and a quantitative indicator.Instruments and Data Collection Procedure. Index of adaptive aptitude (IAA) (patent for invention No. 2342900 "Method for eavaluation of the functional reserves of the body", author - Kurnikova I. A.). using automated assessment (certificates of official registration No. 2007614560 and No. 2007613898).IAA=0.011(P-P*)+0.014(S-S*)+0.008(D-D*)+0.009(W-W*),Where: P - actual heart rate (b/min.); P* - ideal pulse rate (beats/ min.); S - systolic blood pressure, actual average per day (mm Hg); S* – ideal systolic blood pressure (mm Hg); D - diastolic blood pressure, actual average per day (mm Hg); D* - ideal diastolic blood pressure (mm/Hg); W - body weight at the time of examination (kg); W* - ideal body weight (kg); H - patient's height at the time of examination (cm).Assessment of daily heart rate variability on the Valenta system, equipped with a program for computer processing of spectral analysis indicators.Results:- 143 patients with arterial hypertension (AH) were examined. The relationship between a qualitative indicator - the severity of AH and quantitative indicators - rehabilitation potential, the numerical value of which is PAS, the circadian index (CI) as an indicator of increased sensitivity of the heart rate to sympathetic stimulation, and the LF/HF vago sympathetic balance coefficient, which increases with hypersympathatic tone, was considered. Statistical analysis of the surface plot using the weighted least squares distance allowed this relationship to be clearly demonstrated. Quantitative analogue of the Framingham arterial hypertension severity scale (AHSS) in a specific patient (certificate for invention №. 201152181)AHSS = 119,31 + 2,22× (CI) - 2,03× (IAA) - 1,33×(2×(CI)) + 2,72×(CI)× (IAA) + 7,06×(IAA)where: AHSS less than 120 - normal. Mild AHSS = 121 – 130 points; average severity of AHSS = 131 – 140 points; severe AHSS - 141 points or more. The effectiveness of rehabilitation is good with AHSS less than 120, satisfactory - with 121 - 130; unsatisfactory - more than 131.For illustration, the data of 54 patients are presented. Observation group "1" - patients with AH (BMI<25), mean age - 49±1.9 years (19 people). Observation group "2" - patients with metabolic syndrome (BMI>25; HOMA index> 2.5), mean age - 50±1.7 (35 people). All patients were assessed for the severity of hypertension according to the WHO criteria and the AHSS index at the beginning of the study. Normal value was achieved in 41.8% in 1st group during treatment, in 47.1% there was a decrease in the severity of AH according to AHSS. In group 2, in patients with metabolic syndrome during treatment, it was possible to normalize blood pressure in 55.8%, and to obtain satisfactory results in 35.9%.Conclusion. Developed mathematical modeling methods, a quantitative analogue indicator of the severity of arterial hypertension - AHSS allows you to dynamically monitor the effectiveness of treatment and evaluate the achieved result based on a quantitative assessment within the severity indicated by the classification. The effectiveness of the rehabilitation of patients with hypertension is considered sufficient if the AHSS decreases below the value of 120 units or one level from the baseline
评价动脉高血压治疗效果的定量评估:新技术
背景。在临床研究实践中,传统上接受的是评估表征器官或系统功能损伤或丧失程度的参数,而不是它们的保存。方法的根本变化标志着现代医学的新趋势,这使得评估功能资源的保存程度成为可能,这是本研究的基础。研究目的:建立动态定量评价动脉高血压严重程度的方法,评价动脉高血压定性指标与定量指标之间的关系。仪器和数据收集程序。适应能力指数(IAA)(发明专利号2342900“评价身体功能储备的方法”,作者- Kurnikova i.a.)。采用自动评估(正式注册证书编号:2007614560和2007613898),iaa =0.011(P-P*)+0.014(S-S*)+0.008(D-D*)+0.009(W-W*),式中:P-实际心率(b/min);P*——理想脉搏率(次/分);S -收缩压,实际平均每天(mm Hg);S* -理想收缩压(mm Hg);D -舒张压,实际平均每天(mm Hg);D* -理想舒张压(mm/Hg);W -检查时体重(kg);W* -理想体重(kg);H -患者检查时的身高(cm)。每日心率变异性评估在瓦伦塔系统上,配备了一个程序,用于计算机处理光谱分析指标。结果:对143例高血压(AH)患者进行了检查。定性指标- AH的严重程度与定量指标-康复电位(其数值为PAS),昼夜节律指数(CI)作为心率对交感刺激敏感性增加的指标,以及LF/HF vago交感平衡系数(随着高交感神经张力的增加而增加)之间的关系被考虑。利用加权最小二乘距离对地表图进行统计分析,可以清楚地证明这种关系。弗雷明汉动脉高血压严重程度量表(AHSS)在特定患者中的定量模拟(发明证书№。201152181)AHSS = 119,31 + 2,22× (CI) - 2,03× (IAA) - 1,33×(2×(CI)) + 2,72×(CI)× (IAA) + 7,06×(IAA)其中:AHSS小于120 -正常。轻度AHSS = 121 - 130分;AHSS平均严重程度= 131 ~ 140分;严重AHSS - 141分或更高。AHSS小于120时康复效果良好,121 ~ 130时康复效果较好;不满意——超过131个。为了说明,本文给出了54例患者的数据。观察组“1”——AH患者(BMI25;HOMA指数bbb2.5),平均年龄- 50±1.7(35人)。在研究开始时,根据WHO标准和AHSS指数对所有患者的高血压严重程度进行评估。治疗期间,第一组41.8%的患者达到正常值,47.1%的患者根据AHSS检查AH的严重程度有所下降。在治疗期间伴有代谢综合征的患者中,55.8%的患者血压恢复正常,35.9%的患者获得满意的结果。开发的数学建模方法,动脉高血压严重程度的定量模拟指标- AHSS允许您动态监测治疗的有效性,并根据分类所指示的严重程度进行定量评估,评估所取得的结果。如果AHSS低于120个单位或基线水平,则认为高血压患者康复的有效性是充分的
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