pre-Bötzinger复合体体外呼吸记录的分形和多重分形表征

Q3 Engineering Brain multiphysics Pub Date : 2021-01-01 DOI:10.1016/j.brain.2021.100026
Ulises Paredes-Hernández , Patricia Pliego-Pastrana , Enrique Vázquez-Mendoza , Consuelo Morgado-Valle , Luis Beltran-Parrazal , Arturo Criollo-Perez , Erika Elizabeth Rodriguez-Torres
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引用次数: 0

摘要

pre-Bötzinger复合体是位于腹外侧脑干的神经网络,产生呼吸节律。在正常条件下,该区域表现出两种吸气爆发模式,叹气和非叹气。几项研究表明,在体外应用多肽,如bombesin,可以刺激呼吸频率,增加叹息的出现。然而,叹气和非叹气波形很难区分,这给在实验条件下研究它们的特性带来了困难。分形和多重分形分析已被证明是研究生理时间序列的有价值的工具,因此在本研究中,我们应用这种方法来表征叹息和非叹息。我们关于分形的结果表明,叹气和不叹气具有相似的Hurst指数,并且bombesin的应用仅降低了不叹气的Hurst指数。另一方面,我们对多重分形参数标度指数(τ(q))和广义Hurst指数(H(q))的结果表明,叹息和非叹息都是多重分形的,即使在使用bombesin之后,这种情况仍然存在。进一步分析表明,叹气和不叹气的H(q)值不同,在使用bombesin后,H(q)值发生了变化。为了定量分析多重分形谱,我们计算了谱的面积(Iα),在叹息和非叹息之间的面积相似,并且bombesin的使用没有改变这一点。总之,这些结果表明,分形和多重分形参数的分析可以表征和发现不同实验条件下和不同实验条件下的叹息和非叹息的统计差异。研究人员手动完成呼吸记录的表征是非常困难和耗时的。一个自动化的软件,可以帮助这是非常有用的。此外,这提供了一些参数,可以帮助统计区分叹气和不叹气。一个有趣的发现是,在相同的条件下,多重分形在叹气和不叹气之间表现出差异。同时,我们发现神经肽bombesin在不改变呼吸系统固有结构的情况下增加了叹气的数量。这对于避免肺部塌陷是很重要的,可以结合机械呼吸机。我们希望您会发现我们的论文适合发表在Brain Multiphysics上,并期待收到您的回复。
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Fractal and multifractal characterization of in vitro respiratory recordings of the pre-Bötzinger complex

The pre-Bötzinger complex is a neural network located in the ventrolateral brainstem that generates the respiratory rhythm. Under normoxic conditions, this area shows two inspiratory burst patterns, sigh and non-sigh. Several studies have shown that in vitro application of peptides, such as bombesin, stimulates the respiratory rate and increases the appearance of sighs. However, it is difficult to distinguish between sighs and non-sighs waveforms, which makes it difficult to study their properties under experimental conditions. The fractal and multifractal analysis have proven to be valuable tools for studying physiological time series, thus in this study, we applied this methodology to characterize sighs and non-sighs. Our results regarding fractality, shown that the sighs and non-sighs have similar Hurst exponents and that the application of bombesin only decreased the Hurst exponent of non-sighs. On the other hand, our results on multifractality parameters scaling exponent (τ(q)) and generalized Hurst exponent (H(q)) shown that both sighs and non-sighs were multifractal and this remained even after the application of bombesin. Further analysis showed that sighs and non-sighs had different H(q) values, which changed after the bombesin application. To quantitatively analyzed the multifractal spectrum, we calculated the area of the spectrum (Iα), which was similar between sighs and non-sighs and the application of bombesin did not change this. Altogether, these results show that the analysis of fractal and multifractal parameters allows to characterize and find statistical differences of sighs and non-sighs within and between different experimental conditions.

Statement of Significance

The characterization of the respiratory recordings is very difficult and time consuming when is done manually by a researcher. An automated software that can aid this can be very useful. Furthermore, this gives some parameters that can help to statistically differentiate between sighs and non sighs. One interesting finding was that multifractality show differences in the same condition between sighs and non sighs. Also, we found that the neuropeptide bombesin increases the number of sighs without changing the intrinsic structure of the respiration system. This is important to avoid the collapse of the lungs that can be incorporated in mechanical ventilators. We hope that you will find our paper suitable for publication in Brain Multiphysics and will look forward to receiving your response.

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来源期刊
Brain multiphysics
Brain multiphysics Physics and Astronomy (General), Modelling and Simulation, Neuroscience (General), Biomedical Engineering
CiteScore
4.80
自引率
0.00%
发文量
0
审稿时长
68 days
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