Multiomic Analysis and CRISPR Perturbation Screens Identify Endothelial Cell Programs and Novel Therapeutic Targets for Coronary Artery Disease

被引:5
作者
Gupta, Rajat M. [1 ,2 ,3 ,4 ,5 ]
Schnitzler, Gavin R. [1 ,2 ,3 ]
Fang, Shi [1 ,2 ,3 ]
Lee-Kim, Vivian S. [1 ,2 ,3 ]
Barry, Aurelie [1 ,2 ,3 ]
机构
[1] Brigham & Womens Hosp, Dept Med, Div Genet, Boston, MA USA
[2] Brigham & Womens Hosp, Dept Med, Div Cardiol, Boston, MA USA
[3] Broad Inst & Harvard, Cambridge, MA USA
[4] Brigham & Womens Hosp, Div Genet, 77 Ave Louis Pasteur,Room 160B, Boston, MA 02115 USA
[5] Brigham & Womens Hosp, Div Cardiol, 77 Ave Louis Pasteur,Room 160B, Boston, MA 02115 USA
关键词
atherosclerosis; coronary artery disease; endothelial cell; genetics; genomic; RISK; METAANALYSIS; ASSOCIATION; DYSFUNCTION; DISCOVERY; VARIANTS;
D O I
10.1161/ATVBAHA.123.318328
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Endothelial cells (EC) are an important mediator of atherosclerosis and vascular disease. Their exposure to atherogenic risk factors such as hypertension and serum cholesterol leads to endothelial dysfunction and many disease-associated processes. Identifying which of these multiple EC functions is causally related to disease risk has been challenging. There is evidence from in vivo models and human sequencing studies that dysregulation of nitric oxide production directly affects risk of coronary artery disease. Human genetics can help prioritize the other EC functions with causal relationships because germline mutations are acquired at birth and serve as a randomized test of which pathways affect disease risk. Though several coronary artery disease risk variants have been linked to EC function, this process has been slow and laborious. Unbiased analyses of EC dysfunction using multiomic approaches promise to identify the causal genetic mechanisms responsible for vascular disease. Here, we review the data from genomic, epigenomic, and transcriptomic studies that prioritize EC-specific causal pathways. New methods that CRISPR (clustered regularly interspaced short palindromic repeats) perturbation technology with genomic, epigenomic, and transcriptomic analysis promise to speed up the characterization of disease-associated genetic variation. We summarize several recent studies in ECs which use high-throughput genetic perturbation to identify disease-relevant pathways and novel mechanisms of disease. These genetically validated pathways can accelerate the identification of drug targets for the prevention and treatment of atherosclerosis.
引用
收藏
页码:600 / 608
页数:9
相关论文
共 60 条
[1]   A Multiplexed Single-Cell CRISPR Screening Platform Enables Systematic Dissection of the Unfolded Protein Response [J].
Adamson, Britt ;
Norman, Thomas M. ;
Jost, Marco ;
Cho, Min Y. ;
Nunez, James K. ;
Chen, Yuwen ;
Villalta, Jacqueline E. ;
Gilbert, Luke A. ;
Horlbeck, Max A. ;
Hein, Marco Y. ;
Pak, Ryan A. ;
Gray, Andrew N. ;
Gross, Carol A. ;
Dixit, Atray ;
Parnas, Oren ;
Regev, Aviv ;
Weissman, Jonathan S. .
CELL, 2016, 167 (07) :1867-+
[2]   Association of the PHACTR1/EDN1 Genetic Locus With Spontaneous Coronary Artery Dissection [J].
Adlam, David ;
Olson, Timothy M. ;
Combaret, Nicolas ;
Kovacic, Jason C. ;
Iismaa, Siiri E. ;
Al-Hussaini, Abtehale ;
O'Byrne, Megan M. ;
Bouajila, Sara ;
Georges, Adrien ;
Mishra, Ketan ;
Braund, Peter S. ;
d'Escamard, Valentina ;
Huang, Siying ;
Margaritis, Marios ;
Nelson, Christopher P. ;
de Andrade, Mariza ;
Kadian-Dodov, Daniella ;
Welch, Catherine A. ;
Mazurkiewicz, Stephani ;
Jeunemaitre, Xavier ;
Wong, Claire Mei Yi ;
Giannoulatou, Eleni ;
Sweeting, Michael ;
Muller, David ;
Wood, Alice ;
McGrath-Cadell, Lucy ;
Fatkin, Diane ;
Dunwoodie, Sally L. ;
Harvey, Richard ;
Holloway, Cameron ;
Empana, Jean-Philippe ;
Jouven, Xavier ;
Olin, Jeffrey W. ;
Gulati, Rajiv ;
Tweet, Marysia S. ;
Hayes, Sharonne N. ;
Samani, Nilesh J. ;
Graham, Robert M. ;
Motreff, Pascal ;
Bouatia-Naji, Nabila .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 2019, 73 (01) :58-66
[3]   Endothelium-restricted overexpression of human endothelin-1 causes vascular remodeling and endothelial dysfunction [J].
Amiri, F ;
Virdis, A ;
Neves, MF ;
Iglarz, M ;
Seidah, NG ;
Touyz, RM ;
Reudelhuber, TL ;
Schiffrin, EL .
CIRCULATION, 2004, 110 (15) :2233-2240
[4]   Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants [J].
Aragam, Krishna G. ;
Jiang, Tao ;
Goel, Anuj ;
Kanoni, Stavroula ;
Wolford, Brooke N. ;
Atri, Deepak S. ;
Weeks, Elle M. ;
Wang, Minxian ;
Hindy, George ;
Zhou, Wei ;
Grace, Christopher ;
Roselli, Carolina ;
Marston, Nicholas A. ;
Kamanu, Frederick K. ;
Surakka, Ida ;
Venegas, Loreto Munoz ;
Sherliker, Paul ;
Koyama, Satoshi ;
Ishigaki, Kazuyoshi ;
Asvold, Bjorn O. ;
Brown, Michael R. ;
Brumpton, Ben ;
de Vries, Paul S. ;
Giannakopoulou, Olga ;
Giardoglou, Panagiota ;
Gudbjartsson, Daniel F. ;
Gueldener, Ulrich ;
Haider, Syed M. Ijlal ;
Helgadottir, Anna ;
Ibrahim, Maysson ;
Kastrati, Adnan ;
Kessler, Thorsten ;
Kyriakou, Theodosios ;
Konopka, Tomasz ;
Li, Ling ;
Ma, Lijiang ;
Meitinger, Thomas ;
Mucha, Soeren ;
Munz, Matthias ;
Murgia, Federico ;
Nielsen, Jonas B. ;
Noethen, Markus M. ;
Pang, Shichao ;
Reinberger, Tobias ;
Schnitzler, Gavin ;
Smedley, Damian ;
Thorleifsson, Gudmar ;
von Scheidt, Moritz ;
Ulirsch, Jacob C. ;
Arnar, David O. .
NATURE GENETICS, 2022, 54 (12) :1803-1815
[5]   Single-cell chromatin accessibility reveals principles of regulatory variation [J].
Buenostro, Jason D. ;
Wu, Beijing ;
Litzenburger, Ulrike M. ;
Ruff, Dave ;
Gonzales, Michael L. ;
Snyder, Michael P. ;
Chang, Howard Y. ;
Greenleaf, William J. .
NATURE, 2015, 523 (7561) :486-U264
[6]   Role of endothelial dysfunction in atherosclerosis [J].
Davignon, J ;
Ganz, P .
CIRCULATION, 2004, 109 (23) :27-32
[7]   Common variation in PHACTR1 is associated with susceptibility to cervical artery dissection [J].
Debette, Stephanie ;
Kamatani, Yoichiro ;
Metso, Tiina M. ;
Kloss, Manja ;
Chauhan, Ganesh ;
Engelter, Stefan T. ;
Pezzini, Alessandro ;
Thijs, Vincent ;
Markus, Hugh S. ;
Dichgans, Martin ;
Wolf, Christiane ;
Dittrich, Ralf ;
Touze, Emmanuel ;
Southerland, Andrew M. ;
Samson, Yves ;
Abboud, Sherine ;
Bejot, Yannick ;
Caso, Valeria ;
Bersano, Anna ;
Gschwendtner, Andreas ;
Sessa, Maria ;
Cole, John ;
Lamy, Chantal ;
Medeiros, Elisabeth ;
Beretta, Simone ;
Bonati, Leo H. ;
Grau, Armin J. ;
Michel, Patrik ;
Majersik, Jennifer J. ;
Sharma, Pankaj ;
Kalashnikova, Ludmila ;
Nazarova, Maria ;
Dobrynina, Larisa ;
Bartels, Eva ;
Guillon, Benoit ;
van den Herik, Evita G. ;
Fernandez-Cadenas, Israel ;
Jood, Katarina ;
Nalls, Michael A. ;
De Leeuw, Frank-Erik ;
Jern, Christina ;
Cheng, Yu-Ching ;
Werner, Inge ;
Metso, Antti J. ;
Lichy, Christoph ;
Lyrer, Philippe A. ;
Brandt, Tobias ;
Boncoraglio, Giorgio B. ;
Wichmann, Heinz-Erich ;
Gieger, Christian .
NATURE GENETICS, 2015, 47 (01) :78-+
[8]   Genetic and Pharmacologic Inactivation of ANGPTL3 and Cardiovascular Disease [J].
Dewey, F. E. ;
Gusarova, V. ;
Dunbar, R. L. ;
O'Dushlaine, C. ;
Schurmann, C. ;
Gottesman, O. ;
McCarthy, S. ;
Van Hout, C. V. ;
Bruse, S. ;
Dansky, H. M. ;
Leader, J. B. ;
Murray, M. F. ;
Ritchie, M. D. ;
Kirchner, H. L. ;
Habegger, L. ;
Lopez, A. ;
Penn, J. ;
Zhao, A. ;
Shao, W. ;
Stahl, N. ;
Murphy, A. J. ;
Hamon, S. ;
Bouzelmat, A. ;
Zhang, R. ;
Shumel, B. ;
Pordy, R. ;
Gipe, D. ;
Herman, G. A. ;
Sheu, W. H. H. ;
Lee, I-T. ;
Liang, K. -W. ;
Guo, X. ;
Rotter, J. I. ;
Chen, Y. -D. I. ;
Kraus, W. E. ;
Shah, S. H. ;
Damrauer, S. ;
Small, A. ;
Rader, D. J. ;
Wulff, A. B. ;
Nordestgaard, B. G. ;
Tybjaerg-Hansen, A. ;
van den Hoek, A. M. ;
Princen, H. M. G. ;
Ledbetter, D. H. ;
Carey, D. J. ;
Overton, J. D. ;
Reid, J. G. ;
Sasiela, W. J. ;
Banerjee, P. .
NEW ENGLAND JOURNAL OF MEDICINE, 2017, 377 (03) :211-221
[9]   Perturb-Seq: Dissecting Molecular Circuits with Scalable Single-Cell RNA Profiling of Pooled Genetic Screens [J].
Dixit, Atray ;
Pamas, Oren ;
Li, Biyu ;
Chen, Jenny ;
Fulco, Charles P. ;
Jerby-Amon, Livnat ;
Marjanovic, Nemanja D. ;
Dionne, Danielle ;
Burks, Tyler ;
Raychowdhury, Raktima ;
Adamson, Britt ;
Norman, Thomas M. ;
Lander, Eric S. ;
Weissman, Jonathan S. ;
Friedman, Nir ;
Regev, Aviv .
CELL, 2016, 167 (07) :1853-+
[10]   Phenotypic Consequences of a Genetic Predisposition to Enhanced Nitric Oxide Signaling [J].
Emdin, Connor A. ;
Khera, Amit V. ;
Klarin, Derek ;
Natarajan, Pradeep ;
Zekavat, Seyedeh M. ;
Nomura, Akihiro ;
Haas, Mary ;
Aragam, Krishna ;
Ardissino, Diego ;
Wilson, James G. ;
Schunkert, Heribert ;
McPherson, Ruth ;
Watkins, Hugh ;
Elosua, Roberto ;
Bown, Matthew J. ;
Samani, Nilesh J. ;
Baber, Usman ;
Erdmann, Jeanette ;
Gormley, Padhraig ;
Palotie, Aarno ;
Stitziel, Nathan O. ;
Gupta, Namrata ;
Danesh, John ;
Saleheen, Danish ;
Gabriel, Stacey ;
Kathiresan, Sekar .
CIRCULATION, 2018, 137 (03) :222-232