下肢浅静脉血栓性静脉炎不同治疗方法的疗效(建立疗效预测数学模型)

R. Y. Kalinin, I. Suchkov, M. Uporov, Anastasiya N. Taraskina, D. S. Titov, M. Y. Klishchenko
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引用次数: 0

摘要

简介:治疗下肢浅表血栓性静脉炎(ST LL)的主要目标可以通过不同的治疗策略来实现:保守治疗、手术干预以及它们的组合。目的:对 ST LL 患者采用药物治疗、交叉切除术联合药物治疗以及静脉切开术联合药物治疗的效果进行比较分析。材料与方法:对 ST LL 治疗策略的有效性进行比较分析(86 名患者;36 名男性和 50 名女性)。第 1 组患者仅接受保守治疗,第 2 组患者在术后接受横结肠切除术和保守治疗,第 3 组--静脉切除术与保守治疗相结合。治疗的临床效果通过治疗后 3 个月内的复发率和/或病情进展以及生活质量水平(慢性静脉功能不全问卷,CIVIQ 20,视觉模拟量表,VAS)进行评估。根据研究获得的数据,建立了一个数学模型,以确定最有效的治疗方法。数学模型采用了 "随机森林 "方法。结果:所有研究的治疗方法都显示出相对较好的临床疗效。对各组内研究参数(根据患者的性别和年龄进行调整)与初始值的动态对比分析表明,药物治疗组在第 7 个控制日就已观察到心理因素的显著变化(p = 0.024),而交叉切除术和静脉切除术组仅在第 14 日才观察到心理因素的显著变化。药物治疗组(p = 0.001)和静脉切除术组(p = 0.005)在社会因素方面的改善速度快于交叉切除术组,因为在第 7 天就发现了显著的统计学差异,而交叉切除术组仅在第 14 天发现了显著差异。结论:在治疗结束后三个月内,所有治疗组在生活质量正常化、复发率和/或疾病进展方面的临床疗效相当。根据所获得的数据构建了预测模型,该模型可根据患者的初始特征确定治疗策略,以确保在反映生活质量和 VAS 参数值正常化方面取得最大疗效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Effectiveness of Different Treatment Tactics of Superficial Thrombophlebitis of Lower Limbs (with Development of Mathematical Model for Prediction of Therapeutic Effectiveness)
INTRODUCTION: The main goals of treatment of superficial thrombophlebitis of lower limbs (ST LL) can be achieved using different treatment tactics: conservative treatment, surgical intervention, and their combination. AIM: To perform a comparative analysis of the effectiveness of pharmacotherapy, crossectomy in combination with pharmacotherapy and of phlebectomy in combination with pharmacotherapy in patients with ST LL. MATERIALS AND METHODS: A comparative analysis of the effectiveness of the therapeutic tactics of ST LL was conducted (86 patients; 36 men and 50 women). Group 1 patients received only conservative treatment, group 2 patients underwent crossectomy and conservative treatment in the postoperative period, group 3 — phlebectomy in combination with conservative treatment. The clinical effectiveness of treatment was evaluated by the recurrence rate and/or progression of the disease within 3 months after treatment and the level of life quality (Chronic Venous Insufficiency Questionnaire, CIVIQ 20, visual analog scale, VAS). Based on the data obtained in the study, a mathematical model was developed to determine the maximally effective treatment method. For mathematical modeling, a ‘random forest’ method was used. RESULTS: All the studied treatment methods demonstrated a comparative clinical effectiveness. Analysis of the dynamics of the studied parameters (adjusted for gender and age of the patients) compared with their initial values within each group showed that statistically significant changes in the psychological factor were observed in the pharmacotherapy group already on the 7th control day (p = 0.024), while in the crossectomy and phlebectomy groups only on the 14th day. In the groups of pharmacotherapy (p = 0.001) and phlebectomy (p = 0.005), the improvement in terms of the social factor occurred faster than in the group of crossectomy, since statistically significant differences were found on the 7th day, and in the group of crossectomy only on the 14th day. CONCLUSION: All the groups demonstrated comparable clinical effectiveness in normalization of the quality of life and the recurrence rate and/or progression of the disease within three months after completion of treatment. On the basis of the data obtained, predictive models have been constructed that allow, based on the initial characteristics of the patient, to determine the tactics of therapy that can ensure maximum effectiveness in terms of normalization of values, reflecting the quality of life and VAS parameter.
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