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Analysis of the Chaotic Characteristics of Human Colonic Activities and Comparison of Healthy Participants to Costive Subjects

机译:人类结肠活动的混沌特性分析及健康参与者与高成本主体的比较

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Constipation is a common yet distressing disease that has high rates of morbidity and impacts patients’ quality of life. However, there is no perfect method to distinguish costive patients from healthy subjects. Is there chaos in human colonic activities? Are there any differences for the chaos indicators of colonic activities between healthy and costive subjects? Can these indicators distinguish patients with constipation from healthy subjects? To answer these questions, colonic pressure data from 16 healthy subjects and 48 patients with constipation were analyzed using the chaos theory. Three chaotic indicators [i.e., the largest Lyapunov exponent (LyE), correlation dimension (CorDim), and Kolmogorov entropy (KoEn)] were calculated and compared between groups with the Wilcoxon rank sum test. As a result, the LyE was greater than zero and the CorDim was fractioned, which showed that human colonic activities have clear chaotic characteristics. Statistically significant differences were observed between groups for CorDim ( < 0.05), whereas LyE did not show statistically significant differences between groups. The chaotic indicator of CorDim was able to differentiate between patients with constipation and healthy subjects. The chaos theory provides a new method for learning the nonlinear dynamics of human gastrointestinal activities.
机译:便秘是一种常见但令人痛苦的疾病,发病率很高,并且会影响患者的生活质量。但是,没有完美的方法可以将昂贵的患者与健康的受试者区分开。人类的殖民活动是否有混乱?健康受试者和昂贵受试者之间结肠活动的混沌指标是否存在差异?这些指标能否将便秘患者与健康受试者区分开?为了回答这些问题,使用混沌理论分析了来自16位健康受试者和48位便秘患者的结肠压力数据。计算了三个混沌指标[即,最大Lyapunov指数(LyE),相关维数(CorDim)和Kolmogorov熵(KoEn)],并用Wilcoxon秩和检验比较了各组之间的差异。结果,LyE大于零并且对CorDim进行了分馏,这表明人类结肠活动具有明显的混沌特征。两组之间的CorDim差异有统计学意义(<0.05),而LyE在两组之间没有统计学差异。 CorDim的混沌指标能够区分便秘患者和健康受试者。混沌理论为研究人体胃肠道活动的非线性动力学提供了一种新的方法。

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