Department of Neurology, Huashan Rare Disease Center, Huashan Hospital, Fudan University, Shanghai, China.
Department of Precision Medicine, "Luigi Vanvitelli" University of Campania, Via L. De Crecchio 7, Naples, Italy.
Commun Biol. 2024 Apr 10;7(1):438. doi: 10.1038/s42003-024-06143-3.
Myopathy refers to a large group of heterogeneous, rare muscle diseases. Bulk RNA-sequencing has been utilized for the diagnosis and research of these diseases for many years. However, the existing valuable sequencing data often lack integration and clinical interpretation. In this study, we integrated bulk RNA-sequencing data from 1221 human skeletal muscles (292 with myopathies, 929 controls) from both databases and our local samples. By applying a method similar to single-cell analysis, we revealed a general spectrum of muscle diseases, ranging from healthy to mild disease, moderate muscle wasting, and severe muscle disease. This spectrum was further partly validated in three specific myopathies (97 muscles) through clinical features including trinucleotide repeat expansion, magnetic resonance imaging fat fraction, pathology, and clinical severity scores. This spectrum helped us identify 234 genuinely healthy muscles as unprecedented controls, providing a new perspective for deciphering the hallmark genes and pathways among different myopathies. The newly identified featured genes of general myopathy, inclusion body myositis, and titinopathy were highly expressed in our local muscles, as validated by quantitative polymerase chain reaction.
肌病是一大组异质性的罕见肌肉疾病。多年来, bulk RNA-sequencing 已被用于这些疾病的诊断和研究。然而,现有的有价值的测序数据往往缺乏整合和临床解释。在这项研究中,我们整合了来自两个数据库和我们本地样本的 1221 个人类骨骼肌的 bulk RNA-sequencing 数据(292 个患有肌病,929 个对照)。通过应用类似于单细胞分析的方法,我们揭示了一个普遍的肌肉疾病谱,从健康到轻度疾病、中度肌肉萎缩到严重肌肉疾病。通过三种类肌病(97 块肌肉)的临床特征,包括三核苷酸重复扩展、磁共振成像脂肪分数、病理学和临床严重程度评分,部分验证了这一疾病谱。该疾病谱帮助我们鉴定了 234 块真正健康的肌肉作为前所未有的对照,为破译不同肌病之间的标志性基因和途径提供了新的视角。通过定量聚合酶链反应验证,普遍肌病、包涵体肌炎和titinopathy 的新鉴定的特征基因在我们的本地肌肉中高表达。