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Potential Biomarkers Found by Protein Profiling May Provide Insight for the Macrovascular Pathogenesis of Diabetes Mellitus

机译:通过蛋白质谱分析发现的潜在生物标志物可能为糖尿病大血管发病机理提供见解

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摘要

Diabetes mellitus (DM) is an alarming threat to health of mankind, yet its pathogenesis is unclear. The purpose of this study was to find potential biomarkers to serve as indicators for the pathogenesis of DM in a time course manner. Based on our previous findings that oxidative stress occurred at week 8, aorta lysate and sera of 102 streptozotocin (STZ)-induced diabetic and 85 control male Sprague-Dawley rats were obtained at the 4th, 8th and 12th week after STZ injection. The protein profiles were studied employing surface-enhanced laser desorption/ionization time-of-flight mass spectrometry technology in attomole sensitivity range. In the aorta, a multiple biomarker panel was discovered at the 4th week. At the 8th week, 4 biomarkers were found, while at the 12th week, 3 biomarkers were identified. In the sera, a triplet of 3 peaks and 2 biomarkers were all discovered to have 100% classification accuracy rate to differentiate the DM and control groups at all time intervals. Besides, 2 biomarkers were also found to have high classification value at week 12. Comparing the aorta and sera from DM and non-DM rats, a bundle of potential biomarkers with significant changes in peak intensities and high classification values were found. Two of the serum biomarkers matched with islet amyloid polypeptide and resistin in the SWISS-PROT knowledgebase. Validation has been conducted using immunoassay kits. These potential biomarkers may provide valuable insight on the pathogenesis of DM and macrovascular complications.
机译:糖尿病(DM)是对人类健康的惊人威胁,但其发病机理尚不清楚。这项研究的目的是寻找潜在的生物标志物,以时程方式来充当糖尿病发病机制的指标。根据我们先前的发现,氧化应激发生在第8周,在注射STZ后的第4、8和12周,获得了102只链脲佐菌素(STZ)诱导的糖尿病大鼠和85只雄性Sprague-Dawley大鼠的主动脉溶解产物和血清。使用表面增强的激光解吸/电离飞行时间质谱技术在attomole灵敏度范围内研究了蛋白质谱。在主动脉中,在第4周发现了多个生物标志物组。在第8周,发现了4个生物标记,而在第12周,发现了3个生物标记。在血清中,发现三个峰的三个三元组和两个生物标志物均具有100%的分类准确率,可在所有时间间隔区分DM组和对照组。此外,在第12周时还发现2种生物标记物具有较高的分类价值。与DM和非DM大鼠的主动脉和血清进行比较,发现了一堆潜在的生物标记物,其峰值强度和高分类值均发生了显着变化。 SWISS-PROT知识库中有两个血清生物标志物与胰岛淀粉样多肽和抵抗素相匹配。已经使用免疫测定试剂盒进行了验证。这些潜在的生物标志物可能为DM和大血管并发症的发病机理提供有价值的见解。

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