Sheffield Institute for Translational Neuroscience, University of Sheffield, Sheffield S10 2HQ, UK.
Interface Analysis Centre, School of Physics, University of Bristol, Bristol BS8 1TL, UK.
ACS Chem Neurosci. 2021 May 19;12(10):1768-1776. doi: 10.1021/acschemneuro.0c00794. Epub 2021 May 5.
Neuromuscular diseases result in muscle weakness, disability, and, in many instances, death. Preclinical models form the bedrock of research into these disorders, and the development of and potentially translational biomarkers for the accurate identification of disease is crucial. Spontaneous Raman spectroscopy can provide a rapid, label-free, and highly specific molecular fingerprint of tissue, making it an attractive potential biomarker. In this study, we have developed and tested an intramuscular fiber optic Raman technique in two mouse models of devastating human neuromuscular diseases, amyotrophic lateral sclerosis, and Duchenne muscular dystrophy (SOD1 and , respectively). The method identified diseased and healthy muscle with high classification accuracies (area under the receiver operating characteristic curves (AUROC): 0.76-0.92). In addition, changes in diseased muscle over time were also identified (AUROCs 0.89-0.97). Key spectral changes related to proteins and the loss of α-helix protein structure. Importantly, recording did not cause functional motor impairment and only a limited, resolving tissue injury was seen on high-resolution magnetic resonance imaging. Lastly, we demonstrate that muscle from human patients with these conditions produced similar spectra to those observed in mice. We conclude that spontaneous Raman spectroscopy of muscle shows promise as a translational research tool.
神经肌肉疾病导致肌肉无力、残疾,在许多情况下还会导致死亡。临床前模型是研究这些疾病的基础,开发和潜在转化的生物标志物对于准确识别疾病至关重要。自发拉曼光谱技术可以快速、无标记且高度特异性地提供组织的分子指纹图谱,因此成为一种有吸引力的潜在生物标志物。在这项研究中,我们在两种毁灭性的人类神经肌肉疾病(肌萎缩侧索硬化症和杜氏肌营养不良症)的小鼠模型中开发并测试了一种肌内光纤拉曼技术(分别为 SOD1 和 )。该方法以高分类准确率(接收者操作特征曲线下的面积 (AUROC):0.76-0.92)识别患病和健康肌肉。此外,还识别出患病肌肉随时间的变化(AUROCs 为 0.89-0.97)。关键的光谱变化与蛋白质有关,并且失去了α-螺旋蛋白质结构。重要的是,记录不会导致功能性运动损伤,仅在高分辨率磁共振成像上观察到有限的、可解决的组织损伤。最后,我们证明了来自患有这些疾病的人类患者的 肌肉产生的光谱与在小鼠中观察到的相似。我们得出结论,肌肉的自发拉曼光谱有望成为一种转化研究工具。