整合基因调控网络分析揭示纤维肌发育不良症的关键驱动基因

IF 9.4 Q1 CARDIAC & CARDIOVASCULAR SYSTEMS Nature cardiovascular research Pub Date : 2024-09-13 DOI:10.1038/s44161-024-00533-w
Valentina d’Escamard, Daniella Kadian-Dodov, Lijiang Ma, Sizhao Lu, Annette King, Yang Xu, Shouneng Peng, Bhargravi V′Gangula, Yu Zhou, Allison Thomas, Katherine C. Michelis, Emir Bander, Rihab Bouchareb, Adrien Georges, Aya Nomura-Kitabayashi, Robert J. Wiener, Kevin D. Costa, Elena Chepurko, Vadim Chepurko, Marika Fava, Temo Barwari, Anelechi Anyanwu, Farzan Filsoufi, Sander Florman, Nabila Bouatia-Naji, Lukas E. Schmidt, Manuel Mayr, Michael G. Katz, Ke Hao, Mary C. M. Weiser-Evans, Johan L. M. Björkegren, Jeffrey W. Olin, Jason C. Kovacic
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引用次数: 0

摘要

纤维肌发育不良(FMD)是一种鲜为人知的疾病,影响着 3%-5% 的成年女性。FMD 的病理生物学涉及动脉狭窄、夹层、迂曲、扩张和动脉瘤等病变,可导致高血压、中风、心肌梗死甚至死亡。目前,还没有 FMD 的动物模型,对其病理生物学也知之甚少。在这项研究中,通过整合 83 名 FMD 患者和 71 名匹配健康对照者的原代成纤维细胞的 DNA 基因型和 RNA 序列数据,我们推断出了 18 个基因调控共表达网络,发现其中 4 个网络共同作用于动脉壁,成为 FMD 相关的超级网络。通过选择性敲除一个顶级网络的关键驱动因子,在体内扰乱这个共表达超网络后,小鼠出现了动脉扩张,这是 FMD 的一个标志。分子研究表明,这一超级网络控制着血管细胞生理和功能的多个方面,包括胶原蛋白/基质的生成。这些研究揭示了 FMD 复杂的致病机制,并为这种具有挑战性的疾病提供了潜在的治疗途径。通过整合人体样本的 DNA 基因型和 RNA 测序数据,d'Escamard 等人发现了一个基因调控共表达超网络,该网络在纤维肌发育不良中发挥着重要作用,这种疾病鲜为人知,影响着 3% 至 5% 的成年女性。
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Integrative gene regulatory network analysis discloses key driver genes of fibromuscular dysplasia
Fibromuscular dysplasia (FMD) is a poorly understood disease affecting 3–5% of adult females. The pathobiology of FMD involves arterial lesions of stenosis, dissection, tortuosity, dilation and aneurysm, which can lead to hypertension, stroke, myocardial infarction and even death. Currently, there are no animal models for FMD and few insights as to its pathobiology. In this study, by integrating DNA genotype and RNA sequence data from primary fibroblasts of 83 patients with FMD and 71 matched healthy controls, we inferred 18 gene regulatory co-expression networks, four of which were found to act together as an FMD-associated supernetwork in the arterial wall. After in vivo perturbation of this co-expression supernetwork by selective knockout of a top network key driver, mice developed arterial dilation, a hallmark of FMD. Molecular studies indicated that this supernetwork governs multiple aspects of vascular cell physiology and functionality, including collagen/matrix production. These studies illuminate the complex causal mechanisms of FMD and suggest a potential therapeutic avenue for this challenging disease. By integrating DNA genotype and RNA sequencing data from human samples, d’Escamard et al. identify a gene regulatory co-expression supernetwork that plays an important role in fibromuscular dysplasia, a poorly understood disease affecting 3–5% of adult females.
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