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首页> 外文期刊>Journal of Diabetes Science and Technology >A Novel Quantitative Method for Diabetic Cardiac Autonomic Neuropathy Assessment in Type 1 Diabetic Mice
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A Novel Quantitative Method for Diabetic Cardiac Autonomic Neuropathy Assessment in Type 1 Diabetic Mice

机译:1型糖尿病小鼠糖尿病性自主神经病变评估的新型定量方法

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Background: In this work, we used a sensitive and noninvasive computational method to assess diabetic cardiovascular autonomic neuropathy (DCAN) from pulse oximeter (photoplethysmographic; PPG) recordings from mice. The method, which could be easily applied to humans, is based on principal dynamic mode (PDM) analysis of heart rate variability (HRV). Unlike the power spectral density, PDM has been shown to be able to separately identify the activities of the parasympathetic and sympathetic nervous systems without pharmacological intervention. Method: HRV parameters were measured by processing PPG signals from conscious 1.5- to 5-month-old C57/BL6 control mice and in Akita mice, a model of insulin-dependent type 1 diabetes, and compared with the gold-standard Western blot and immunohistochemical analyses. Results: The PDM results indicate significant cardiac autonomic impairment in the diabetic mice in comparison to the controls. When tail-cuff PPG recordings were collected and analyzed starting from 1.5 months of age in both C57/Bl6 controls and Akita mice, onset of DCAN was seen at 3 months in the Akita mice, which persisted up to the termination of the recording at 5 months. Conclusions: Western blot and immunohistochemical analyses also showed a reduction in nerve density in Akita mice at 3 and 4 months as compared to the control mice, thus, corroborating our PDM data analysis of HRV records. Western blot analysis of autonomic nerve proteins corroborated the PPG-based HRV analysis via the PDM approach. In contrast, traditional HRV analysis (based on either the power spectral density or time-domain measures) failed to detect the nerve rarefaction.
机译:背景:在这项工作中,我们使用了一种敏感且无创的计算方法,通过小鼠的脉搏血氧仪(光电容积描记法; PPG)记录评估了糖尿病性心血管自主神经病变(DCAN)。该方法基于心率变异性(HRV)的主要动态模式(PDM)分析,可以轻松应用于人类。与功率谱密度不同,PDM已被证明能够在无需药理干预的情况下单独识别副交感神经系统和交感神经系统的活动。方法:通过处理有意识的1.5个月至5个月大的C57 / BL6对照小鼠和秋田小鼠(一种依赖胰岛素​​的1型糖尿病模型)的PPG信号来测量HRV参数,并与金标准Western blot和免疫组化分析。结果:PDM结果表明,与对照组相比,糖尿病小鼠的心脏自主神经功能受到明显损害。当从C57 / Bl6对照和秋田鼠的1.5个月大时开始收集并分析尾袖PPG记录时,秋田鼠在3个月时开始观察到DCAN的发作,这种现象一直持续到5时终止记录几个月。结论:Western blot和免疫组织化学分析还显示,与对照组相比,秋田小鼠在第3和4个月时神经密度降低,从而证实了我们对HRV记录的PDM数据分析。自主神经蛋白质的蛋白质印迹分析通过PDM方法证实了基于PPG的HRV分析。相比之下,传统的HRV分析(基于功率谱密度或时域测量)无法检测到神经稀疏。

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