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使用所见即所得玻尔兹曼S形方程进行压力感受性反射曲线拟合

Baroreflex Curve Fitting Using a WYSIWYG Boltzmann Sigmoidal Equation.

作者信息

Heusser Karsten, Heusser Ramona, Jordan Jens, Urechie Vasile, Diedrich André, Tank Jens

机构信息

Institute of Aerospace Medicine, German Aerospace Center, Cologne, Germany.

Immanuel Kant High School, Wilthen, Germany.

出版信息

Front Neurosci. 2021 Sep 27;15:697582. doi: 10.3389/fnins.2021.697582. eCollection 2021.

Abstract

Arterial baroreflex assessment using vasoactive substances enables investigators to collect data pairs over a wide range of blood pressures and reflex reactions. These data pairs relate intervals between heartbeats or sympathetic neural activity to blood pressure values. In an X-Y plot the data points scatter around a sigmoidal curve. After fitting the parameters of a sigmoidal function to the data, the graph's characteristics represent a rather comprehensive quantitative reflex description. Variants of the 4-parameter Boltzmann sigmoidal equation are widely used for curve fitting. Unfortunately, their 'slope parameters' do not correspond to the graph's actual slope which complicates the analysis and bears the risk of misreporting. We propose a modified Boltzmann sigmoidal function with preserved goodness of fit whose parameters are one-to-one equivalent to the sigmoidal curve's characteristics.

摘要

使用血管活性物质进行动脉压力反射评估,使研究人员能够在广泛的血压和反射反应范围内收集数据对。这些数据对将心跳间隔或交感神经活动与血压值联系起来。在X-Y图中,数据点围绕一条S形曲线散布。在将S形函数的参数拟合到数据之后,该图的特征代表了一种相当全面的定量反射描述。四参数玻尔兹曼S形方程的变体被广泛用于曲线拟合。不幸的是,它们的“斜率参数”与图的实际斜率不对应,这使得分析变得复杂,并存在错误报告的风险。我们提出了一种拟合优度得以保留的修正玻尔兹曼S形函数,其参数与S形曲线的特征一一对应。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f1c/8519000/d4cd52a78f09/fnins-15-697582-g001.jpg

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