Integrative gene regulatory network analysis discloses key driver genes of fibromuscular dysplasia

被引:1
|
作者
d'Escamard, Valentina [1 ]
Kadian-Dodov, Daniella [2 ]
Ma, Lijiang [1 ,3 ]
Lu, Sizhao [4 ,5 ]
King, Annette [2 ]
Xu, Yang [1 ]
Peng, Shouneng [3 ]
V'Gangula, Bhargravi [1 ]
Zhou, Yu [2 ]
Thomas, Allison [1 ]
Michelis, Katherine C. [1 ]
Bander, Emir [2 ]
Bouchareb, Rihab [1 ]
Georges, Adrien [6 ,7 ]
Nomura-Kitabayashi, Aya [1 ]
Wiener, Robert J. [1 ]
Costa, Kevin D. [1 ]
Chepurko, Elena [1 ]
Chepurko, Vadim [1 ]
Fava, Marika [8 ]
Barwari, Temo [8 ]
Anyanwu, Anelechi [9 ]
Filsoufi, Farzan [9 ]
Florman, Sander [10 ]
Bouatia-Naji, Nabila [6 ,7 ]
Schmidt, Lukas E. [11 ]
Mayr, Manuel [1 ,8 ]
Katz, Michael G. [1 ,2 ]
Hao, Ke [3 ]
Weiser-Evans, Mary C. M. [4 ,5 ,12 ,13 ]
Bjorkegren, Johan L. M. [2 ,3 ,14 ]
Olin, Jeffrey W. [2 ]
Kovacic, Jason C. [1 ,2 ,15 ,16 ]
机构
[1] Icahn Sch Med Mt Sinai, Cardiovasc Res Inst, New York, NY 10029 USA
[2] Icahn Sch Med Mt Sinai, Zena & Michael A Wiener Cardiovasc Inst, New York, NY 10029 USA
[3] Icahn Sch Med Mt Sinai, Inst Genom & Multiscale Biol, Dept Genet & Genom Sci, New York, NY USA
[4] Univ Colorado, Dept Med, Div Renal Dis & Hypertens, Anschutz Med Campus, Aurora, CO USA
[5] Univ Colorado, Sch Med, Consortium Fibrosis Res & Translat, Anschutz Med Campus, Aurora, CO USA
[6] UMR970 Paris Cardiovasc Res Ctr PARCC, INSERM, Paris, France
[7] Paris Descartes Univ, Sorbonne Paris Cite, Paris, France
[8] Kings Coll London, Kings British Heart Fdn Ctr, London, England
[9] Icahn Sch Med Mt Sinai, Dept Cardiovasc Surg, New York, NY USA
[10] Icahn Sch Med Mt Sinai, Recanati Miller Transplantat Inst, New York, NY USA
[11] Med Univ Vienna, Dept Internal Med 2, Div Cardiol, Vienna, Austria
[12] Univ Colorado, Cardiovasc Pulm Res Program, Anschutz Med Campus, Aurora, CO USA
[13] Integrated Physiol PhD Program, Anschutz Med Campus, Aurora, CO USA
[14] Karolinska Inst, Karolinska Univ Sjukhuset, Dept Med, Huddinge, Sweden
[15] Victor Chang Cardiac Res Inst, Darlinghurst, NSW, Australia
[16] Univ NSW, St Vincents Clin Sch, Sydney, NSW, Australia
来源
NATURE CARDIOVASCULAR RESEARCH | 2024年 / 3卷 / 09期
基金
瑞典研究理事会; 美国国家卫生研究院;
关键词
VASCULAR SMOOTH-MUSCLE; HERITABILITY; DISEASE; DISSECTION; EXPRESSION; REGISTRY; PILOT; RISK; UBR4; FMD;
D O I
10.1038/s44161-024-00533-w
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
引用
收藏
页码:1098 / 1122
页数:45
相关论文
共 50 条
  • [31] Weighted Gene Co-expression Network Analysis of Key Biomarkers Associated With Bronchopulmonary Dysplasia
    Cai, Yao
    Ma, Fei
    Qu, LiuHong
    Liu, Binqing
    Xiong, Hui
    Ma, Yanmei
    Li, Sitao
    Hao, Hu
    FRONTIERS IN GENETICS, 2020, 11
  • [32] Advancing cancer driver gene identification through an integrative network and pathway approach
    Song, Junrong
    Song, Zhiming
    Gong, Yuanli
    Ge, Lichang
    Lou, Wenlu
    JOURNAL OF BIOMEDICAL INFORMATICS, 2024, 158
  • [33] The Integrative Method Based on the Module-Network for Identifying Driver Genes in Cancer Subtypes
    Lu, Xinguo
    Li, Xing
    Liu, Ping
    Qian, Xin
    Miao, Qiumai
    Peng, Shaoliang
    MOLECULES, 2018, 23 (02):
  • [34] Identifying Hepatocellular Carcinoma Driver Genes by Integrative Pathway Crosstalk and Protein Interaction Network
    Chen, Wenbiao
    Jiang, Jingjing
    Wang, Peizhong Peter
    Gong, Lan
    Chen, Jianing
    Du, Weibo
    Bi, Kefan
    Diao, Hongyan
    DNA AND CELL BIOLOGY, 2019, 38 (10) : 1112 - 1124
  • [35] Gene regulatory network analysis supports inflammation as a key neurodegeneration process in prion disease
    Crespo, Isaac
    Roomp, Kirsten
    Jurkowski, Wiktor
    Kitano, Hiroaki
    del Sol, Antonio
    BMC SYSTEMS BIOLOGY, 2012, 6
  • [36] Gene co-expression network analysis reveals key regulatory and responsive genes regulating the intensity of carotenoid coloration in scallop muscle
    Zhang, Yihan
    Liu, Shiqi
    Li, Xue
    Li, Tingting
    Wang, Huizhen
    Bao, Zhenmin
    Hu, Xiaoli
    COMPARATIVE BIOCHEMISTRY AND PHYSIOLOGY D-GENOMICS & PROTEOMICS, 2025, 55
  • [37] Bioinformatics Analysis of Key Genes and circRNA-miRNA-mRNA Regulatory Network in Gastric Cancer
    Tian, Yiting
    Xing, Yang
    Zhang, Zheng
    Peng, Rui
    Zhang, Luyu
    Sun, Yan
    BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [38] Weighted Gene Correlation Network Analysis Reveals Key Regulatory Genes Influencing Selenium Enrichment and Yield with Exogenous Selenite in Tartary Buckwheat
    Ye, Xueling
    Mei, Linsen
    Gan, Zhen
    Wang, Zhiqiang
    Sun, Wenjun
    Fan, Yu
    Liu, Changying
    Wu, Qi
    Wan, Yan
    Wu, Xiaoyong
    Xiang, Dabing
    PLANTS-BASEL, 2025, 14 (03):
  • [39] Exploitation of Key Regulatory Modules and Genes for High-Salt Adaptation in Schizothoracine by Weighted Gene Co-Expression Network Analysis
    Lei, Luo
    Deng, Xingxing
    Liu, Fei
    Gao, He
    Duan, Yuting
    Li, Junting
    Fu, Suxing
    Li, Hejiao
    Zhou, Yinhua
    Liao, Rongrong
    Liu, Haiping
    Zhou, Chaowei
    ANIMALS, 2025, 15 (01):
  • [40] DGRanker: Cancer Driver Gene Detection in Human Transcriptional Regulatory Network
    Rahimi, Majid
    Teimourpour, Babak
    Akhavan-Safar, Mostafa
    IRANIAN JOURNAL OF BIOTECHNOLOGY, 2022, 20 (02)