TY - JOUR
T1 - Integrative gene regulatory network analysis discloses key driver genes of fibromuscular dysplasia
AU - d’Escamard, Valentina
AU - Kadian-Dodov, Daniella
AU - Ma, Lijiang
AU - Lu, Sizhao
AU - King, Annette
AU - Xu, Yang
AU - Peng, Shouneng
AU - V′Gangula, Bhargravi
AU - Zhou, Yu
AU - Thomas, Allison
AU - Michelis, Katherine C.
AU - Bander, Emir
AU - Bouchareb, Rihab
AU - Georges, Adrien
AU - Nomura-Kitabayashi, Aya
AU - Wiener, Robert J.
AU - Costa, Kevin D.
AU - Chepurko, Elena
AU - Chepurko, Vadim
AU - Fava, Marika
AU - Barwari, Temo
AU - Anyanwu, Anelechi
AU - Filsoufi, Farzan
AU - Florman, Sander
AU - Bouatia-Naji, Nabila
AU - Schmidt, Lukas E.
AU - Mayr, Manuel
AU - Katz, Michael G.
AU - Hao, Ke
AU - Weiser-Evans, Mary C.M.
AU - Björkegren, Johan L.M.
AU - Olin, Jeffrey W.
AU - Kovacic, Jason C.
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer Nature Limited 2024.
PY - 2024/9
Y1 - 2024/9
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=85203985182&partnerID=8YFLogxK
U2 - 10.1038/s44161-024-00533-w
DO - 10.1038/s44161-024-00533-w
M3 - Article
AN - SCOPUS:85203985182
SN - 2731-0590
VL - 3
SP - 1098
EP - 1122
JO - Nature Cardiovascular Research
JF - Nature Cardiovascular Research
IS - 9
ER -