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PhysioZoo:一个用于哺乳动物心电图数据心率变异性分析的新型开放获取平台。

PhysioZoo: A Novel Open Access Platform for Heart Rate Variability Analysis of Mammalian Electrocardiographic Data.

作者信息

Behar Joachim A, Rosenberg Aviv A, Weiser-Bitoun Ido, Shemla Ori, Alexandrovich Alexandra, Konyukhov Eugene, Yaniv Yael

机构信息

Faculty of Biomedical Engineering, Technion-IIT, Haifa, Israel.

Faculty of Computer Science, Technion-IIT, Haifa, Israel.

出版信息

Front Physiol. 2018 Oct 4;9:1390. doi: 10.3389/fphys.2018.01390. eCollection 2018.

Abstract

The time variation between consecutive heartbeats is commonly referred to as heart rate variability (HRV). Loss of complexity in HRV has been documented in several cardiovascular diseases and has been associated with an increase in morbidity and mortality. However, the mechanisms that control HRV are not well understood. Animal experiments are the key to investigating this question. However, to date, there are no standard open source tools for HRV analysis of mammalian electrocardiogram (ECG) data and no centralized public databases for researchers to access. We created an open source software solution specifically designed for HRV analysis from ECG data of multiple mammals, including humans. We also created a set of public databases of mammalian ECG signals (dog, rabbit and mouse) with manually corrected R-peaks (>170,000 annotations) and signal quality annotations. The platform (software and databases) is called PhysioZoo. PhysioZoo makes it possible to load ECG data and perform very accurate R-peak detection ( > 98%). It also allows the user to manually correct the R-peak locations and annotate low signal quality of the underlying ECG. PhysioZoo implements state of the art HRV measures adapted for different mammals (dogs, rabbits, and mice) and allows easy export of all computed measures together with standard data representation figures. PhysioZoo provides databases and standard ranges for all HRV measures computed on healthy, conscious humans, dogs, rabbits, and mice at rest. Study of these measures across different mammals can provide new insights into the complexity of heart rate dynamics across species. PhysioZoo enables the standardization and reproducibility of HRV analysis in mammalian models through its open source code, freely available software, and open access databases. PhysioZoo will support and enable new investigations in mammalian HRV research. The source code and software are available on www.physiozoo.com.

摘要

连续心跳之间的时间变化通常被称为心率变异性(HRV)。HRV复杂性的丧失已在多种心血管疾病中得到记录,并与发病率和死亡率的增加有关。然而,控制HRV的机制尚未得到很好的理解。动物实验是研究这个问题的关键。然而,迄今为止,尚无用于哺乳动物心电图(ECG)数据HRV分析的标准开源工具,也没有供研究人员访问的集中式公共数据库。我们创建了一个开源软件解决方案,专门用于从包括人类在内的多种哺乳动物的ECG数据中进行HRV分析。我们还创建了一组哺乳动物ECG信号的公共数据库(狗、兔子和小鼠),带有手动校正的R波峰(>170,000条注释)和信号质量注释。该平台(软件和数据库)称为PhysioZoo。PhysioZoo能够加载ECG数据并进行非常准确的R波峰检测(>98%)。它还允许用户手动校正R波峰位置并注释基础ECG的低信号质量。PhysioZoo实现了适用于不同哺乳动物(狗、兔子和小鼠)的先进HRV测量方法,并允许轻松导出所有计算出的测量值以及标准数据表示图。PhysioZoo为在健康、清醒的人类、狗、兔子和小鼠休息时计算的所有HRV测量值提供数据库和标准范围。对不同哺乳动物的这些测量值进行研究可以为跨物种心率动态的复杂性提供新的见解。PhysioZoo通过其开源代码、免费软件和开放访问数据库,实现了哺乳动物模型中HRV分析的标准化和可重复性。PhysioZoo将支持并推动哺乳动物HRV研究中的新调查。源代码和软件可在www.physiozoo.com上获取。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/096f/6180147/3438f7397afc/fphys-09-01390-g001.jpg

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