Bioengineering, Wichita State University, Wichita, KS, USA.
Am J Physiol Regul Integr Comp Physiol. 2013 Aug 1;305(3):R291-9. doi: 10.1152/ajpregu.00525.2012. Epub 2013 May 29.
Peripheral arterial disease (PAD), which affects ~10 million Americans, is characterized by atherosclerosis of the noncoronary arteries. PAD produces a progressive accumulation of ischemic injury to the legs, manifested as a gradual degradation of gastrocnemius histology. In this study, we evaluated the hypothesis that quantitative morphological parameters of gastrocnemius myofibers change in a consistent manner during the progression of PAD, provide an objective grading of muscle degeneration in the ischemic limb, and correlate to a clinical stage of PAD. Biopsies were collected with a Bergström needle from PAD patients with claudication (n = 18) and critical limb ischemia (CLI; n = 19) and control patients (n = 19). Myofiber sarcolemmas and myosin heavy chains were labeled for fluorescence detection and quantitative analysis of morphometric variables, including area, roundness, perimeter, equivalent diameter, major and minor axes, solidity, and fiber density. The muscle specimens were separated into training and validation data sets for development of a discriminant model for categorizing muscle samples on the basis of disease severity. The parameters for this model included standard deviation of roundness, standard deviation of solidity of myofibers, and fiber density. For the validation data set, the discriminant model accurately identified control (80.0% accuracy), claudicating (77.7% accuracy), and CLI (88.8% accuracy) patients, with an overall classification accuracy of 82.1%. Myofiber morphometry provided a discriminant model that establishes a correlation between PAD progression and advancing muscle degeneration. This model effectively separated PAD and control patients and provided a grading of muscle degeneration within clinical stages of PAD.
外周动脉疾病(PAD)影响着约 1000 万美国人,其特征是无冠状动脉的动脉粥样硬化。PAD 导致腿部缺血性损伤逐渐累积,表现为腓肠肌组织学逐渐退化。在这项研究中,我们验证了这样一个假设,即腓肠肌肌纤维的定量形态学参数在外周动脉疾病的进展过程中会以一致的方式发生变化,为缺血肢体的肌肉变性提供客观分级,并与外周动脉疾病的临床分期相关。我们使用 Bergström 活检针从有跛行(n=18)和严重肢体缺血(CLI;n=19)的 PAD 患者和对照患者(n=19)身上采集活检样本。肌纤维的肌浆膜和肌球蛋白重链被标记为荧光检测,用于定量分析形态学变量,包括面积、圆形度、周长、等效直径、长短轴、实心度和纤维密度。将肌肉标本分为训练和验证数据集,以开发一种基于疾病严重程度对肌肉样本进行分类的判别模型。该模型的参数包括肌纤维圆形度标准差、肌纤维实心度标准差和纤维密度。对于验证数据集,判别模型准确地识别了对照(80.0%的准确率)、跛行(77.7%的准确率)和 CLI(88.8%的准确率)患者,整体分类准确率为 82.1%。肌纤维形态学提供了一种判别模型,该模型在外周动脉疾病的进展和肌肉变性的进展之间建立了相关性。该模型有效地将 PAD 患者和对照患者区分开来,并在 PAD 的临床分期内提供了肌肉变性的分级。