1
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Yi X, Qin H, Li G, Kong R, Liu C. Isomer-specific cardiotoxicity induced by tricresyl phosphate in zebrafish embryos/larvae. JOURNAL OF HAZARDOUS MATERIALS 2024; 474:134753. [PMID: 38823104 DOI: 10.1016/j.jhazmat.2024.134753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Revised: 05/17/2024] [Accepted: 05/27/2024] [Indexed: 06/03/2024]
Abstract
Tricresyl phosphate (TCP) has received extensive attentions due to its potential adverse effects, while the toxicological information of TCP isomers is limited. In this study, 2 h post-fertilization zebrafish embryos were exposed to tri-o-cresyl phosphate (ToCP), tri-m-cresyl phosphate (TmCP) or tri-p-cresyl phosphate (TpCP) at concentrations of 0, 100, 300 and 600 μg/L until 120 hpf, and the cardiotoxicity and mechanism of TCP isomers in zebrafish embryos/larvae were evaluated. The results showed that ToCP or TmCP exposure induced cardiac morphological defects and dysfunction in zebrafish, characterized by increased distance between sinus venosus and bulbus arteriosis, increased atrium and pericardial sac area, trabecular defects, and decreased heart rate and blood flow velocity, while no adverse effects of TpCP on zebrafish heart were found. Transcriptomic results revealed that extracellular matrix (ECM) and motor proteins, as well as PPAR signaling pathways, were included in the cardiac morphological defects and dysfunction induced by ToCP and TmCP. Co-exposure test with D-mannitol indicated that the inhibition of energy metabolism by ToCP and TmCP affected cardiac morphology and function by decreasing osmoregulation. This study is the first to report the cardiotoxicity induced by TCP in zebrafish from an isomer perspective, providing a new insight into the toxicity of TCP isomers and highlighting the importance of evaluating the toxicity of different isomers.
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Affiliation(s)
- Xun'e Yi
- College of Fisheries, Huazhong Agricultural University, Wuhan 430070, China
| | - Haiyu Qin
- College of Fisheries, Huazhong Agricultural University, Wuhan 430070, China
| | - Guangyu Li
- College of Fisheries, Huazhong Agricultural University, Wuhan 430070, China
| | - Ren Kong
- Key Laboratory of Groundwater Quality and Health (China University of Geosciences), Ministry of Education, China University of Geosciences, Wuhan 430074, China; School of Environmental Studies, China University of Geosciences, Wuhan 430074, China.
| | - Chunsheng Liu
- Key Laboratory of Groundwater Quality and Health (China University of Geosciences), Ministry of Education, China University of Geosciences, Wuhan 430074, China; School of Environmental Studies, China University of Geosciences, Wuhan 430074, China
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2
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Almasian M, Saberigarakani A, Zhang X, Lee B, Ding Y. Light-Sheet Imaging to Reveal Cardiac Structure in Rodent Hearts. J Vis Exp 2024:10.3791/66707. [PMID: 38619234 PMCID: PMC11027943 DOI: 10.3791/66707] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/16/2024] Open
Abstract
Light-sheet microscopy (LSM) plays a pivotal role in comprehending the intricate three-dimensional (3D) structure of the heart, providing crucial insights into fundamental cardiac physiology and pathologic responses. We hereby delve into the development and implementation of the LSM technique to elucidate the micro-architecture of the heart in mouse models. The methodology integrates a customized LSM system with tissue clearing techniques, mitigating light scattering within cardiac tissues for volumetric imaging. The combination of conventional LSM with image stitching and multiview deconvolution approaches allows for the capture of the entire heart. To address the inherent trade-off between axial resolution and field of view (FOV), we further introduce an axially swept light-sheet microscopy (ASLM) method to minimize out-of-focus light and uniformly illuminate the heart across the propagation direction. In the meanwhile, tissue clearing methods such as iDISCO enhance light penetration, facilitating the visualization of deep structures and ensuring a comprehensive examination of the myocardium throughout the entire heart. The combination of the proposed LSM and tissue clearing methods presents a promising platform for researchers in resolving cardiac structures in rodent hearts, holding great potential for the understanding of cardiac morphogenesis and remodeling.
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Affiliation(s)
- Milad Almasian
- Department of Bioengineering, The University of Texas at Dallas
| | | | - Xinyuan Zhang
- Department of Bioengineering, The University of Texas at Dallas
| | - Brian Lee
- Department of Bioengineering, The University of Texas at Dallas
| | - Yichen Ding
- Department of Bioengineering, The University of Texas at Dallas; Center for Imaging and Surgical Innovation, The University of Texas at Dallas; Hamon Center for Regenerative Science and Medicine, UT Southwestern Medical Center;
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3
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Cavallero S, Roustaei M, Satta S, Cho JM, Phan H, Baek KI, Blázquez-Medela AM, Gonzalez-Ramos S, Vu K, Park SK, Yokota T, Sumner J, Mack JJ, Sigmund CD, Reddy ST, Li R, Hsiai TK. Exercise mitigates flow recirculation and activates metabolic transducer SCD1 to catalyze vascular protective metabolites. SCIENCE ADVANCES 2024; 10:eadj7481. [PMID: 38354249 PMCID: PMC10866565 DOI: 10.1126/sciadv.adj7481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 01/11/2024] [Indexed: 02/16/2024]
Abstract
Exercise promotes pulsatile shear stress in the arterial circulation and ameliorates cardiometabolic diseases. However, exercise-mediated metabolic transducers for vascular protection remain under-investigated. Untargeted metabolomic analysis demonstrated that wild-type mice undergoing voluntary wheel running exercise expressed increased endothelial stearoyl-CoA desaturase 1 (SCD1) that catalyzes anti-inflammatory lipid metabolites, namely, oleic (OA) and palmitoleic acids (PA), to mitigate NF-κB-mediated inflammatory responses. In silico analysis revealed that exercise augmented time-averaged wall shear stress but mitigated flow recirculation and oscillatory shear index in the lesser curvature of the mouse aortic arch. Following exercise, endothelial Scd1-deleted mice (Ldlr-/- Scd1EC-/-) on high-fat diet developed persistent VCAM1-positive endothelium in the lesser curvature and the descending aorta, whereas SCD1 overexpression via adenovirus transfection mitigated endoplasmic reticulum stress and inflammatory biomarkers. Single-cell transcriptomics of the aorta identified Scd1-positive and Vcam1-negative endothelial subclusters interacting with other candidate genes. Thus, exercise mitigates flow recirculation and activates endothelial SCD1 to catalyze OA and PA for vascular endothelial protection.
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Affiliation(s)
- Susana Cavallero
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Mehrdad Roustaei
- Department of Bioengineering, School of Engineering and Applied Science, University of California, Los Angeles, CA, USA
| | - Sandro Satta
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Jae Min Cho
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Henry Phan
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
| | - Kyung In Baek
- Department of Bioengineering, School of Engineering and Applied Science, University of California, Los Angeles, CA, USA
| | - Ana M. Blázquez-Medela
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Sheila Gonzalez-Ramos
- Department of Bioengineering, School of Engineering and Applied Science, University of California, Los Angeles, CA, USA
| | - Khoa Vu
- Department of Bioengineering, School of Engineering and Applied Science, University of California, Los Angeles, CA, USA
| | - Seul-Ki Park
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
| | - Tomohiro Yokota
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Jennifer Sumner
- Department of Psychology, College of Life Sciences, University of California, Los Angeles, CA, USA
| | - Julia J. Mack
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
| | - Curt D. Sigmund
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Srinivasa T. Reddy
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA, USA
| | - Rongsong Li
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
| | - Tzung K. Hsiai
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, CA, USA
- Department of Medicine, VA Greater Los Angeles Health Care System, Los Angeles, CA, USA
- Department of Bioengineering, School of Engineering and Applied Science, University of California, Los Angeles, CA, USA
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4
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Brown AL, Sexton ZA, Hu Z, Yang W, Marsden AL. Computational approaches for mechanobiology in cardiovascular development and diseases. Curr Top Dev Biol 2024; 156:19-50. [PMID: 38556423 DOI: 10.1016/bs.ctdb.2024.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/02/2024]
Abstract
The cardiovascular development in vertebrates evolves in response to genetic and mechanical cues. The dynamic interplay among mechanics, cell biology, and anatomy continually shapes the hydraulic networks, characterized by complex, non-linear changes in anatomical structure and blood flow dynamics. To better understand this interplay, a diverse set of molecular and computational tools has been used to comprehensively study cardiovascular mechanobiology. With the continual advancement of computational capacity and numerical techniques, cardiovascular simulation is increasingly vital in both basic science research for understanding developmental mechanisms and disease etiologies, as well as in clinical studies aimed at enhancing treatment outcomes. This review provides an overview of computational cardiovascular modeling. Beginning with the fundamental concepts of computational cardiovascular modeling, it navigates through the applications of computational modeling in investigating mechanobiology during cardiac development. Second, the article illustrates the utility of computational hemodynamic modeling in the context of treatment planning for congenital heart diseases. It then delves into the predictive potential of computational models for elucidating tissue growth and remodeling processes. In closing, we outline prevailing challenges and future prospects, underscoring the transformative impact of computational cardiovascular modeling in reshaping cardiovascular science and clinical practice.
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Affiliation(s)
- Aaron L Brown
- Department of Mechanical Engineering, Stanford University, Stanford, CA, United States
| | - Zachary A Sexton
- Department of Bioengineering, Stanford University, Stanford, CA, United States
| | - Zinan Hu
- Department of Mechanical Engineering, Stanford University, Stanford, CA, United States
| | - Weiguang Yang
- Department of Pediatrics, Stanford University, Stanford, CA, United States
| | - Alison L Marsden
- Department of Bioengineering, Stanford University, Stanford, CA, United States; Department of Pediatrics, Stanford University, Stanford, CA, United States.
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5
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Cairelli AG, Gendernalik A, Chan WX, Nguyen P, Vermot J, Lee J, Bark D, Yap CH. Role of tissue biomechanics in the formation and function of myocardial trabeculae in zebrafish embryos. J Physiol 2024; 602:597-617. [PMID: 38345870 DOI: 10.1113/jp285490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Accepted: 01/02/2024] [Indexed: 02/20/2024] Open
Abstract
Cardiac trabeculae are uneven ventricular muscular structures that develop during early embryonic heart development at the outer curvature of the ventricle. Their biomechanical function is not completely understood, and while their formation is known to be mechanosensitive, it is unclear whether ventricular tissue internal stresses play an important role in their formation. Here, we performed imaging and image-based cardiac biomechanics simulations on zebrafish embryonic ventricles to investigate these issues. Microscopy-based ventricular strain measurements show that the appearance of trabeculae coincided with enhanced deformability of the ventricular wall. Image-based biomechanical simulations reveal that the presence of trabeculae reduces ventricular tissue internal stresses, likely acting as structural support in response to the geometry of the ventricle. Passive ventricular pressure-loading experiments further reveal that the formation of trabeculae is associated with a spatial homogenization of ventricular tissue stiffnesses in healthy hearts, but gata1 morphants with a disrupted trabeculation process retain a spatial stiffness heterogeneity. Our findings thus suggest that modulating ventricular wall deformability, stresses, and stiffness are among the biomechanical functions of trabeculae. Further, experiments with gata1 morphants reveal that a reduction in fluid pressures and consequently ventricular tissue internal stresses can disrupt trabeculation, but a subsequent restoration of ventricular tissue internal stresses via vasopressin rescues trabeculation, demonstrating that tissue stresses are important to trabeculae formation. Overall, we find that tissue biomechanics is important to the formation and function of embryonic heart trabeculation. KEY POINTS: Trabeculations are fascinating and important cardiac structures and their abnormalities are linked to embryonic demise. However, their function in the heart and their mechanobiological formation processes are not completely understood. Our imaging and modelling show that tissue biomechanics is the key here. We find that trabeculations enhance cardiac wall deformability, reduce fluid pressure stresses, homogenize wall stiffness, and have alignments that are optimal for providing load-bearing structural support for the heart. We further discover that high ventricular tissue internal stresses consequent to high fluid pressures are needed for trabeculation formation through a rescue experiment, demonstrating that myocardial tissue stresses are as important as fluid flow wall shear stresses for trabeculation formation.
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Affiliation(s)
| | - Alex Gendernalik
- Department of Pediatrics, Washington University in St. Louis, St. Louis, USA
| | - Wei Xuan Chan
- Department of Bioengineering, Imperial College London, London, UK
| | - Phuc Nguyen
- Department of Bioengineering, University of Texas at Arlington, Arlington, USA
| | - Julien Vermot
- Department of Bioengineering, Imperial College London, London, UK
| | - Juhyun Lee
- Department of Bioengineering, University of Texas at Arlington, Arlington, USA
| | - David Bark
- Department of Pediatrics, Washington University in St. Louis, St. Louis, USA
| | - Choon Hwai Yap
- Department of Bioengineering, Imperial College London, London, UK
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6
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Zhang X, Saberigarakani A, Almasian M, Hassan S, Nekkanti M, Ding Y. 4D Light-sheet Imaging of Zebrafish Cardiac Contraction. J Vis Exp 2024:10.3791/66263. [PMID: 38251787 PMCID: PMC10939705 DOI: 10.3791/66263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2024] Open
Abstract
Zebrafish is an intriguing model organism known for its remarkable cardiac regeneration capacity. Studying the contracting heart in vivo is essential for gaining insights into structural and functional changes in response to injuries. However, obtaining high-resolution and high-speed 4-dimensional (4D, 3D spatial + 1D temporal) images of the zebrafish heart to assess cardiac architecture and contractility remains challenging. In this context, an in-house light-sheet microscope (LSM) and customized computational analysis are used to overcome these technical limitations. This strategy, involving LSM system construction, retrospective synchronization, single cell tracking, and user-directed analysis, enables one to investigate the micro-structure and contractile function across the entire heart at the single-cell resolution in the transgenic Tg(myl7:nucGFP) zebrafish larvae. Additionally, we are able to further incorporate microinjection of small molecule compounds to induce cardiac injury in a precise and controlled manner. Overall, this framework allows one to track physiological and pathophysiological changes, as well as the regional mechanics at the single-cell level during cardiac morphogenesis and regeneration.
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Affiliation(s)
- Xinyuan Zhang
- Department of Bioengineering, The University of Texas at Dallas
| | | | - Milad Almasian
- Department of Bioengineering, The University of Texas at Dallas
| | - Sohail Hassan
- Department of Bioengineering, The University of Texas at Dallas
| | - Manasa Nekkanti
- Department of Bioengineering, The University of Texas at Dallas
| | - Yichen Ding
- Department of Bioengineering, The University of Texas at Dallas; Center for Imaging and Surgical Innovation, The University of Texas at Dallas; Hamon Center for Regenerative Science and Medicine, UT Southwestern Medical Center;
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7
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Tamargo IA, Baek KI, Kim Y, Park C, Jo H. Flow-induced reprogramming of endothelial cells in atherosclerosis. Nat Rev Cardiol 2023; 20:738-753. [PMID: 37225873 PMCID: PMC10206587 DOI: 10.1038/s41569-023-00883-1] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/25/2023] [Indexed: 05/26/2023]
Abstract
Atherosclerotic diseases such as myocardial infarction, ischaemic stroke and peripheral artery disease continue to be leading causes of death worldwide despite the success of treatments with cholesterol-lowering drugs and drug-eluting stents, raising the need to identify additional therapeutic targets. Interestingly, atherosclerosis preferentially develops in curved and branching arterial regions, where endothelial cells are exposed to disturbed blood flow with characteristic low-magnitude oscillatory shear stress. By contrast, straight arterial regions exposed to stable flow, which is associated with high-magnitude, unidirectional shear stress, are relatively well protected from the disease through shear-dependent, atheroprotective endothelial cell responses. Flow potently regulates structural, functional, transcriptomic, epigenomic and metabolic changes in endothelial cells through mechanosensors and mechanosignal transduction pathways. A study using single-cell RNA sequencing and chromatin accessibility analysis in a mouse model of flow-induced atherosclerosis demonstrated that disturbed flow reprogrammes arterial endothelial cells in situ from healthy phenotypes to diseased ones characterized by endothelial inflammation, endothelial-to-mesenchymal transition, endothelial-to-immune cell-like transition and metabolic changes. In this Review, we discuss this emerging concept of disturbed-flow-induced reprogramming of endothelial cells (FIRE) as a potential pro-atherogenic mechanism. Defining the flow-induced mechanisms through which endothelial cells are reprogrammed to promote atherosclerosis is a crucial area of research that could lead to the identification of novel therapeutic targets to combat the high prevalence of atherosclerotic disease.
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Affiliation(s)
- Ian A Tamargo
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
- Molecular and Systems Pharmacology Program, Emory University, Atlanta, GA, USA
| | - Kyung In Baek
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Yerin Kim
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Christian Park
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Hanjoong Jo
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA.
- Molecular and Systems Pharmacology Program, Emory University, Atlanta, GA, USA.
- Department of Medicine, Emory University School, Atlanta, GA, USA.
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8
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Zhang X, Almasian M, Hassan SS, Jotheesh R, Kadam VA, Polk AR, Saberigarakani A, Rahat A, Yuan J, Lee J, Carroll K, Ding Y. 4D Light-sheet imaging and interactive analysis of cardiac contractility in zebrafish larvae. APL Bioeng 2023; 7:026112. [PMID: 37351330 PMCID: PMC10283270 DOI: 10.1063/5.0153214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Accepted: 06/05/2023] [Indexed: 06/24/2023] Open
Abstract
Despite ongoing efforts in cardiovascular research, the acquisition of high-resolution and high-speed images for the purpose of assessing cardiac contraction remains challenging. Light-sheet fluorescence microscopy (LSFM) offers superior spatiotemporal resolution and minimal photodamage, providing an indispensable opportunity for the in vivo study of cardiac micro-structure and contractile function in zebrafish larvae. To track the myocardial architecture and contractility, we have developed an imaging strategy ranging from LSFM system construction, retrospective synchronization, single cell tracking, to user-directed virtual reality (VR) analysis. Our system enables the four-dimensional (4D) investigation of individual cardiomyocytes across the entire atrium and ventricle during multiple cardiac cycles in a zebrafish larva at the cellular resolution. To enhance the throughput of our model reconstruction and assessment, we have developed a parallel computing-assisted algorithm for 4D synchronization, resulting in a nearly tenfold enhancement of reconstruction efficiency. The machine learning-based nuclei segmentation and VR-based interaction further allow us to quantify cellular dynamics in the myocardium from end-systole to end-diastole. Collectively, our strategy facilitates noninvasive cardiac imaging and user-directed data interpretation with improved efficiency and accuracy, holding great promise to characterize functional changes and regional mechanics at the single cell level during cardiac development and regeneration.
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Affiliation(s)
- Xinyuan Zhang
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Milad Almasian
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Sohail S. Hassan
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Rosemary Jotheesh
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Vinay A. Kadam
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Austin R. Polk
- Department of Computer Science, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Alireza Saberigarakani
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Aayan Rahat
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Jie Yuan
- Department of Bioengineering, Erik Jonsson School of Engineering and Computer Science, The University of Texas at Dallas, Richardson, Texas 75080, USA
| | - Juhyun Lee
- Department of Bioengineering, The University of Texas at Arlington, Arlington, Texas 76019, USA
| | - Kelli Carroll
- Department of Biology, Austin College, Sherman, Texas 75090, USA
| | - Yichen Ding
- Author to whom correspondence should be addressed:. Tel.: 972–883-7217
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Cho JM, Poon MLS, Zhu E, Wang J, Butcher JT, Hsiai T. Quantitative 4D imaging of biomechanical regulation of ventricular growth and maturation. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2023; 26:100438. [PMID: 37424697 PMCID: PMC10327868 DOI: 10.1016/j.cobme.2022.100438] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Abnormal cardiac development is intimately associated with congenital heart disease. During development, a sponge-like network of muscle fibers in the endocardium, known as trabeculation, becomes compacted. Biomechanical forces regulate myocardial differentiation and proliferation to form trabeculation, while the molecular mechanism is still enigmatic. Biomechanical forces, including intracardiac hemodynamic flow and myocardial contractile force, activate a host of molecular signaling pathways to mediate cardiac morphogenesis. While mechanotransduction pathways to initiate ventricular trabeculation is well studied, deciphering the relative importance of hemodynamic shear vs. mechanical contractile forces to modulate the transition from trabeculation to compaction requires advanced imaging tools and genetically tractable animal models. For these reasons, the advent of 4-D multi-scale light-sheet imaging and complementary multiplex live imaging via micro-CT in the beating zebrafish heart and live chick embryos respectively. Thus, this review highlights the complementary animal models and advanced imaging needed to elucidate the mechanotransduction underlying cardiac ventricular development.
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Affiliation(s)
- Jae Min Cho
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, UCLA
- Department of Medicine, Greater Los Angeles VA Healthcare System
| | - Mong Lung Steve Poon
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University
| | - Enbo Zhu
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, UCLA
- Department of Medicine, Greater Los Angeles VA Healthcare System
| | | | - Jonathan T. Butcher
- Nancy E. and Peter C. Meinig School of Biomedical Engineering, Cornell University
| | - Tzung Hsiai
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, UCLA
- Department of Medicine, Greater Los Angeles VA Healthcare System
- Department of Bioengineering, UCLA
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10
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Raiola M, Sendra M, Torres M. Imaging Approaches and the Quantitative Analysis of Heart Development. J Cardiovasc Dev Dis 2023; 10:145. [PMID: 37103024 PMCID: PMC10144158 DOI: 10.3390/jcdd10040145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 03/25/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023] Open
Abstract
Heart morphogenesis is a complex and dynamic process that has captivated researchers for almost a century. This process involves three main stages, during which the heart undergoes growth and folding on itself to form its common chambered shape. However, imaging heart development presents significant challenges due to the rapid and dynamic changes in heart morphology. Researchers have used different model organisms and developed various imaging techniques to obtain high-resolution images of heart development. Advanced imaging techniques have allowed the integration of multiscale live imaging approaches with genetic labeling, enabling the quantitative analysis of cardiac morphogenesis. Here, we discuss the various imaging techniques used to obtain high-resolution images of whole-heart development. We also review the mathematical approaches used to quantify cardiac morphogenesis from 3D and 3D+time images and to model its dynamics at the tissue and cellular levels.
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Affiliation(s)
- Morena Raiola
- Cardiovascular Regeneration Program, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; (M.R.); (M.S.)
- Departamento de Ingeniería Biomedica, ETSI de Telecomunicaciones, Universidad Politécnica de Madrid, 28040 Madrid, Spain
| | - Miquel Sendra
- Cardiovascular Regeneration Program, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; (M.R.); (M.S.)
| | - Miguel Torres
- Cardiovascular Regeneration Program, Centro Nacional de Investigaciones Cardiovasculares (CNIC), 28029 Madrid, Spain; (M.R.); (M.S.)
- Centro de Investigación Biomédica en Red de Enfermedades Cardiovasculares (CIBERCV), 28029 Madrid, Spain
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11
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Brown AL, Gerosa FM, Wang J, Hsiai T, Marsden AL. Recent advances in quantifying the mechanobiology of cardiac development via computational modeling. CURRENT OPINION IN BIOMEDICAL ENGINEERING 2023; 25:100428. [PMID: 36583220 PMCID: PMC9794182 DOI: 10.1016/j.cobme.2022.100428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Mechanical forces are essential for coordinating cardiac morphogenesis, but much remains to be discovered about the interactions between mechanical forces and the mechanotransduction pathways they activate. Due to the elaborate and fundamentally multi-physics and multi-scale nature of cardiac mechanobiology, a complete understanding requires multiple experimental and analytical techniques. We identify three fundamental tools used in the field to probe these interactions: high resolution imaging, genetic and molecular analysis, and computational modeling. In this review, we focus on computational modeling and present recent studies employing this tool to investigate the mechanobiological pathways involved with cardiac development. These works demonstrate that understanding the detailed spatial and temporal patterns of biomechanical forces is crucial to building a comprehensive understanding of mechanobiology during cardiac development, and that computational modeling is an effective and efficient tool for obtaining such detail. In this context, multidisciplinary studies combining all three tools present the most compelling results.
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Affiliation(s)
- Aaron L. Brown
- Stanford University, Department of Mechanical Engineering, Stanford, USA, CA, 94305
| | - Fannie M. Gerosa
- Stanford University, Department of Pediatrics, Stanford, USA, CA 94305
- Stanford University, Institute for Computational & Mathematical Engineering, Stanford, USA, CA 94305
| | - Jing Wang
- University of California Los Angeles, Department of Bioengineering, Los Angeles, CA 90095
| | - Tzung Hsiai
- University of California Los Angeles, Department of Bioengineering, Los Angeles, CA 90095
- University of California Los Angeles, Division of Cardiology, Los Angeles, CA 90095
| | - Alison L. Marsden
- Stanford University, Department of Mechanical Engineering, Stanford, USA, CA, 94305
- Stanford University, Department of Pediatrics, Stanford, USA, CA 94305
- Stanford University, Institute for Computational & Mathematical Engineering, Stanford, USA, CA 94305
- Stanford University, Department of Bioengineering, Stanford, USA, CA 94305
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12
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Salehin N, Teranikar T, Lee J, Chuong CJ. Ventricular anisotropic deformation and contractile function of the developing heart of zebrafish in vivo. Dev Dyn 2023; 252:247-262. [PMID: 36057940 DOI: 10.1002/dvdy.536] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 08/10/2022] [Accepted: 08/29/2022] [Indexed: 11/07/2022] Open
Abstract
BACKGROUND The developing zebrafish ventricle generates higher intraventricular pressure (IVP) with increasing stroke volume and cardiac output at different developmental stages to meet the metabolic demands of the rapidly growing embryo (Salehin et al. Ann Biomed Eng, 2021;49(9): 2080-2093). To understand the changing role of the developing embryonic heart, we studied its biomechanical characteristics during in vivo cardiac cycles. By combining changes in wall strains and IVP measurements, we assessed ventricular wall stiffness during diastolic filling and the ensuing systolic IVP-generation capacity during 3-, 4-, and 5-day post fertilization (dpf). We further examined the anisotropy of wall deformation, in different regions within the ventricle, throughout a complete cardiac cycle. RESULTS We found the ventricular walls grow increasingly stiff during diastolic filling with a corresponding increase in IVP-generation capacity from 3- to 4- and 5-dpf groups. In addition, we found the corresponding increasing level of anisotropic wall deformation through cardiac cycles that favor the latitudinal direction, with the most pronounced found in the equatorial region of the ventricle. CONCLUSIONS From 3- to 4- and 5-dpf groups, the ventricular wall myocardium undergoes increasing level of anisotropic deformation. This, in combination with the increasing wall stiffness and IVP-generation capacity, allows the developing heart to effectively pump blood to meet the rapidly growing embryo's needs.
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Affiliation(s)
- Nabid Salehin
- Department of Bioengineering, University of Texas at Arlington, Arlington, Texas, USA
| | - Tanveer Teranikar
- Department of Bioengineering, University of Texas at Arlington, Arlington, Texas, USA
| | - Juhyun Lee
- Department of Bioengineering, University of Texas at Arlington, Arlington, Texas, USA
| | - Cheng-Jen Chuong
- Department of Bioengineering, University of Texas at Arlington, Arlington, Texas, USA
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13
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Souilhol C, Tardajos Ayllon B, Li X, Diagbouga MR, Zhou Z, Canham L, Roddie H, Pirri D, Chambers EV, Dunning MJ, Ariaans M, Li J, Fang Y, Jørgensen HF, Simons M, Krams R, Waltenberger J, Fragiadaki M, Ridger V, De Val S, Francis SE, Chico TJA, Serbanovic-Canic J, Evans PC. JAG1-NOTCH4 mechanosensing drives atherosclerosis. SCIENCE ADVANCES 2022; 8:eabo7958. [PMID: 36044575 PMCID: PMC9432841 DOI: 10.1126/sciadv.abo7958] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 07/15/2022] [Indexed: 06/15/2023]
Abstract
Endothelial cell (EC) sensing of disturbed blood flow triggers atherosclerosis, a disease of arteries that causes heart attack and stroke, through poorly defined mechanisms. The Notch pathway plays a central role in blood vessel growth and homeostasis, but its potential role in sensing of disturbed flow has not been previously studied. Here, we show using porcine and murine arteries and cultured human coronary artery EC that disturbed flow activates the JAG1-NOTCH4 signaling pathway. Light-sheet imaging revealed enrichment of JAG1 and NOTCH4 in EC of atherosclerotic plaques, and EC-specific genetic deletion of Jag1 (Jag1ECKO) demonstrated that Jag1 promotes atherosclerosis at sites of disturbed flow. Mechanistically, single-cell RNA sequencing in Jag1ECKO mice demonstrated that Jag1 suppresses subsets of ECs that proliferate and migrate. We conclude that JAG1-NOTCH4 sensing of disturbed flow enhances atherosclerosis susceptibility by regulating EC heterogeneity and that therapeutic targeting of this pathway may treat atherosclerosis.
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Affiliation(s)
- Celine Souilhol
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Sheffield, UK
| | - Blanca Tardajos Ayllon
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Xiuying Li
- School of Pharmacy, Southwest Medical University, LuZhou, Sichuan 646000, P.R. China
| | - Mannekomba R. Diagbouga
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Ziqi Zhou
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Lindsay Canham
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Hannah Roddie
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Daniela Pirri
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Emily V. Chambers
- Sheffield Bioinformatics Core, Sheffield Institute of Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Mark J. Dunning
- Sheffield Bioinformatics Core, Sheffield Institute of Translational Neuroscience, University of Sheffield, Sheffield, UK
| | - Mark Ariaans
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Jin Li
- Biological Sciences Division, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Yun Fang
- Biological Sciences Division, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Helle F. Jørgensen
- Division of Cardiovascular Medicine, University of Cambridge, Addenbrooke’s Centre for Clinical Investigation, Addenbrooke’s Hospital, Cambridge, UK
| | - Michael Simons
- Department of Internal Medicine, Yale Cardiovascular Research Center, New Haven, CT, USA
| | - Rob Krams
- Department of Bioengineering, Queen Mary University of London, London, UK
| | - Johannes Waltenberger
- Department of Cardiovascular Medicine, Medical Faculty, University of Münster, Münster, Germany
- Hirslanden Klinik im Park, Cardiovascular Medicine, Diagnostic and Therapeutic Heart Center AG, 8002 Zürich, Switzerland
| | - Maria Fragiadaki
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Victoria Ridger
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Sarah De Val
- BHF Centre of Regenerative Medicine, Department of Physiology, Anatomy and Genetics, University of Oxford, Oxford, UK
- Ludwig Institute for Cancer Research Ltd, Nuffield Department of Medicine, University of Oxford, Oxford OX3 7DQ, UK
| | - Sheila E. Francis
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Timothy JA Chico
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Jovana Serbanovic-Canic
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
| | - Paul C. Evans
- Department of Infection, Immunity and Cardiovascular Disease, INSIGNEO Institute for In Silico Medicine, and the Bateson Centre, University of Sheffield, Sheffield, UK
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14
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Teranikar T, Villarreal C, Salehin N, Ijaseun T, Lim J, Dominguez C, Nguyen V, Cao H, Chuong C, Lee J. SCALE SPACE DETECTOR FOR ANALYZING SPATIOTEMPORAL VENTRICULAR CONTRACTILITY AND NUCLEAR MORPHOGENESIS IN ZEBRAFISH. iScience 2022; 25:104876. [PMID: 36034231 PMCID: PMC9404658 DOI: 10.1016/j.isci.2022.104876] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 04/01/2022] [Accepted: 07/29/2022] [Indexed: 11/15/2022] Open
Abstract
In vivo quantitative assessment of structural and functional biomarkers is essential for characterizing the pathophysiology of congenital disorders. In this regard, fixed tissue analysis has offered revolutionary insights into the underlying cellular architecture. However, histological analysis faces major drawbacks with respect to lack of spatiotemporal sampling and tissue artifacts during sample preparation. This study demonstrates the potential of light sheet fluorescence microscopy (LSFM) as a non-invasive, 4D (3days + time) optical sectioning tool for revealing cardiac mechano-transduction in zebrafish. Furthermore, we have described the utility of a scale and size-invariant feature detector, for analyzing individual morphology of fused cardiomyocyte nuclei and characterizing zebrafish ventricular contractility. Cardiac defect genes in humans have corresponding zebrafish orthologs Light sheet modality is very effective for non-invasive, 4D modeling of zebrafish Hessian detector is robust to varying nuclei scales and geometric transformations Watershed filter is effective for separating fused cellular volumes
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Affiliation(s)
- Tanveer Teranikar
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Cameron Villarreal
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Nabid Salehin
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Toluwani Ijaseun
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Jessica Lim
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Cynthia Dominguez
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Vivian Nguyen
- Martin High School/ UT Arlington, Arlington, TX, USA
| | - Hung Cao
- Department of Electrical Engineering, UC Irvine, Irvine, CA, USA
| | - Cheng–Jen Chuong
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
| | - Juhyun Lee
- Joint Department of Bioengineering, UT Arlington/UT Southwestern, Arlington, TX, USA
- Department of Medical Education, TCU and UNTHSC School of Medicine, Fort Worth, TX 76107, USA
- Corresponding author
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15
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Fluid mechanics of the zebrafish embryonic heart trabeculation. PLoS Comput Biol 2022; 18:e1010142. [PMID: 35666714 PMCID: PMC9203006 DOI: 10.1371/journal.pcbi.1010142] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 06/16/2022] [Accepted: 04/26/2022] [Indexed: 11/18/2022] Open
Abstract
Embryonic heart development is a mechanosensitive process, where specific fluid forces are needed for the correct development, and abnormal mechanical stimuli can lead to malformations. It is thus important to understand the nature of embryonic heart fluid forces. However, the fluid dynamical behaviour close to the embryonic endocardial surface is very sensitive to the geometry and motion dynamics of fine-scale cardiac trabecular surface structures. Here, we conducted image-based computational fluid dynamics (CFD) simulations to quantify the fluid mechanics associated with the zebrafish embryonic heart trabeculae. To capture trabecular geometric and motion details, we used a fish line that expresses fluorescence at the endocardial cell membrane, and high resolution 3D confocal microscopy. Our endocardial wall shear stress (WSS) results were found to exceed those reported in existing literature, which were estimated using myocardial rather than endocardial boundaries. By conducting simulations of single intra-trabecular spaces under varied scenarios, where the translational or deformational motions (caused by contraction) were removed, we found that a squeeze flow effect was responsible for most of the WSS magnitude in the intra-trabecular spaces, rather than the shear interaction with the flow in the main ventricular chamber. We found that trabecular structures were responsible for the high spatial variability of the magnitude and oscillatory nature of WSS, and for reducing the endocardial deformational burden. We further found cells attached to the endocardium within the intra-trabecular spaces, which were likely embryonic hemogenic cells, whose presence increased endocardial WSS. Overall, our results suggested that a complex multi-component consideration of both anatomic features and motion dynamics were needed to quantify the trabeculated embryonic heart fluid mechanics. In the embryonic heart, the mechanical forces that blood fluid imposes on the cardiac tissues are known to be important biological stimuli that affect the proper heart development. We thus perform careful quantification of these forces, using the zebrafish embryo as a model. To do this, we perform high resolution imaging of zebrafish embryonic hearts and image-based flow simulations. We find that the use of a particular fish line that expresses fluorescence at the exact boundary between heart tissue and blood, that is the endocardial cell membrane boundary, is important to give high quality results. The heart’s inner surface has uneven trabeculation structures. We find that they cause fluid forces to have spatial variability and an oscillatory nature. We also find that there is a squeezing motion of cardiac tissues on the trabeculation fluid spaces, which is the main mechanism that generated fluid forces. Fluid forces are also affected by a number of cardiac cells that were developing into blood cells, lodged in the trabeculation fluid spaces. Our investigations provide an understanding of the complexity of the fluid forces on the inner surface of the embryonic heart, and our quantifications will be useful to future studies on the biology elicited by these fluid forces.
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16
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Dupont S, Wickström SA. Mechanical regulation of chromatin and transcription. Nat Rev Genet 2022; 23:624-643. [DOI: 10.1038/s41576-022-00493-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/21/2022] [Indexed: 01/14/2023]
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17
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Alser M, Salman HE, Naïja A, Seers TD, Khan T, Yalcin HC. Blood Flow Disturbance and Morphological Alterations Following the Right Atrial Ligation in the Chick Embryo. Front Physiol 2022; 13:849603. [PMID: 35492580 PMCID: PMC9047544 DOI: 10.3389/fphys.2022.849603] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 02/28/2022] [Indexed: 11/23/2022] Open
Abstract
Collectively known as congenital heart defects (CHDs), cardiac abnormalities at birth are the most common forms of neonatal defects. Being principally responsible for the heart‘s pumping power, ventricles are particularly affected by developmental abnormalities, such as flow disturbances or genomic defects. Hypoplastic Right Heart Syndrome (HRHS) is a rare disease where the right ventricle is underdeveloped. In this study, we introduce a surgical procedure performed on chick embryo, termed right atrial ligation (RAL) for disturbing hemodynamics within the right heart aiming in order to generate an animal model of HRHS. RAL is a new surgical manipulation, similar to the well-studied left atrial ligation (LAL) surgery but it induces the hemodynamic change into the right side of the heart. After inducing RAL, We utilized techniques such as Doppler ultrasound, x-ray micro-CT, histology, and computational fluid dynamics (CFD) analysis, for a comprehensive functional and structural analysis of a developing heart. Our results displayed that RAL does not induce severe flow disturbance and ventricular abnormalities consistent with clinical findings. This study allows us to better understand the hemodynamics-driven CHD development and sensitivities of ventricles under disturbed flows.
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Affiliation(s)
- Maha Alser
- Biomedical Research Center, Qatar University, Doha, Qatar
| | - Huseyin Enes Salman
- Department of Mechanical Engineering, TOBB University of Economics and Technology, Ankara, Turkey
| | - Azza Naïja
- Biomedical Research Center, Qatar University, Doha, Qatar
| | | | - Talha Khan
- Petroleum Engineering Program, Texas A&M University, Doha, Qatar
| | - Huseyin Cagatay Yalcin
- Biomedical Research Center, Qatar University, Doha, Qatar
- *Correspondence: Huseyin Cagatay Yalcin,
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18
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Baek KI, Chang SS, Chang CC, Roustaei M, Ding Y, Wang Y, Chen J, O'Donnell R, Chen H, Ashby JW, Xu X, Mack JJ, Cavallero S, Roper M, Hsiai TK. Vascular Injury in the Zebrafish Tail Modulates Blood Flow and Peak Wall Shear Stress to Restore Embryonic Circular Network. Front Cardiovasc Med 2022; 9:841101. [PMID: 35369301 PMCID: PMC8971683 DOI: 10.3389/fcvm.2022.841101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 02/21/2022] [Indexed: 12/16/2022] Open
Abstract
Mechano-responsive signaling pathways enable blood vessels within a connected network to structurally adapt to partition of blood flow between organ systems. Wall shear stress (WSS) modulates endothelial cell proliferation and arteriovenous specification. Here, we study vascular regeneration in a zebrafish model by using tail amputation to disrupt the embryonic circulatory loop (ECL) at 3 days post fertilization (dpf). We observed a local increase in blood flow and peak WSS in the Segmental Artery (SeA) immediately adjacent to the amputation site. By manipulating blood flow and WSS via changes in blood viscosity and myocardial contractility, we show that the angiogenic Notch-ephrinb2 cascade is hemodynamically activated in the SeA to guide arteriogenesis and network reconnection. Taken together, ECL amputation induces changes in microvascular topology to partition blood flow and increase WSS-mediated Notch-ephrinb2 pathway, promoting new vascular arterial loop formation and restoring microcirculation.
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Affiliation(s)
- Kyung In Baek
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Shyr-Shea Chang
- Department of Mathematics, University of California, Los Angeles, Los Angeles, CA, United States
- Center for Studies in Physics and Biology, The Rockefeller University, New York, NY, United States
- Developmental Biology Program, Sloan Kettering Institute, New York, NY, United States
| | - Chih-Chiang Chang
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Mehrdad Roustaei
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Yichen Ding
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Yixuan Wang
- Department of Mathematics, University of California, Los Angeles, Los Angeles, CA, United States
| | - Justin Chen
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Ryan O'Donnell
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
| | - Hong Chen
- Vascular Biology Program, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States
| | - Julianne W. Ashby
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Xiaolei Xu
- Zebrafish Genetics, Mayo Clinic, Rochester, MN, United States
| | - Julia J. Mack
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
| | - Susana Cavallero
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States
| | - Marcus Roper
- Department of Mathematics, University of California, Los Angeles, Los Angeles, CA, United States
| | - Tzung K. Hsiai
- Department of Medicine and Bioengineering, University of California, Los Angeles, Los Angeles, CA, United States
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA, United States
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19
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Messerschmidt VL, Chintapula U, Bonetesta F, Laboy-Segarra S, Naderi A, Nguyen KT, Cao H, Mager E, Lee J. In vivo Evaluation of Non-viral NICD Plasmid-Loaded PLGA Nanoparticles in Developing Zebrafish to Improve Cardiac Functions. Front Physiol 2022; 13:819767. [PMID: 35283767 PMCID: PMC8906778 DOI: 10.3389/fphys.2022.819767] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Accepted: 01/07/2022] [Indexed: 12/12/2022] Open
Abstract
In the era of the advanced nanomaterials, use of nanoparticles has been highlighted in biomedical research. However, the demonstration of DNA plasmid delivery with nanoparticles for in vivo gene delivery experiments must be carefully tested due to many possible issues, including toxicity. The purpose of the current study was to deliver a Notch Intracellular Domain (NICD)-encoded plasmid via poly(lactic-co-glycolic acid) (PLGA) nanoparticles and to investigate the toxic environmental side effects for an in vivo experiment. In addition, we demonstrated the target delivery to the endothelium, including the endocardial layer, which is challenging to manipulate gene expression for cardiac functions due to the beating heart and rapid blood pumping. For this study, we used a zebrafish animal model and exposed it to nanoparticles at varying concentrations to observe for specific malformations over time for toxic effects of PLGA nanoparticles as a delivery vehicle. Our nanoparticles caused significantly less malformations than the positive control, ZnO nanoparticles. Additionally, the NICD plasmid was successfully delivered by PLGA nanoparticles and significantly increased Notch signaling related genes. Furthermore, our image based deep-learning analysis approach evaluated that the antibody conjugated nanoparticles were successfully bound to the endocardium to overexpress Notch related genes and improve cardiac function such as ejection fraction, fractional shortening, and cardiac output. This research demonstrates that PLGA nanoparticle-mediated target delivery to upregulate Notch related genes which can be a potential therapeutic approach with minimum toxic effects.
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Affiliation(s)
- Victoria L Messerschmidt
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Uday Chintapula
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Fabrizio Bonetesta
- Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - Samantha Laboy-Segarra
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Amir Naderi
- Department of Electrical Engineering and Computer Science, University of California, Irvine, Irvine, CA, United States
| | - Kytai T Nguyen
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Hung Cao
- Department of Electrical Engineering and Computer Science, University of California, Irvine, Irvine, CA, United States
| | - Edward Mager
- Department of Biological Sciences, University of North Texas, Denton, TX, United States
| | - Juhyun Lee
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,University of Texas Southwestern Medical Center, Dallas, TX, United States
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20
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Roustaei M, In Baek K, Wang Z, Cavallero S, Satta S, Lai A, O'Donnell R, Vedula V, Ding Y, Marsden AL, Hsiai TK. Computational simulations of the 4D micro-circulatory network in zebrafish tail amputation and regeneration. J R Soc Interface 2022; 19:20210898. [PMID: 35167770 PMCID: PMC8848759 DOI: 10.1098/rsif.2021.0898] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Accepted: 01/12/2022] [Indexed: 12/16/2022] Open
Abstract
Wall shear stress (WSS) contributes to the mechanotransduction underlying microvascular development and regeneration. Using computational fluid dynamics, we elucidated the interplay between WSS and vascular remodelling in a zebrafish model of tail amputation and regeneration. The transgenic Tg (fli1:eGFP; Gata1:ds-red) zebrafish line was used to track the three-dimensional fluorescently labelled vascular endothelium for post-image segmentation and reconstruction of the fluid domain. Particle image velocimetry was used to validate the blood flow. Following amputation to the dorsal aorta and posterior cardinal vein (PCV), vasoconstriction developed in the dorsal longitudinal anastomotic vessel (DLAV) along with increased WSS in the proximal segmental vessels (SVs) from amputation. Angiogenesis ensued at the tips of the amputated DLAV and PCV where WSS was minimal. At 2 days post amputation (dpa), vasodilation occurred in a pair of SVs proximal to amputation, followed by increased blood flow and WSS; however, in the SVs distal to amputation, WSS normalized to the baseline. At 3 dpa, the blood flow increased in the arterial SV proximal to amputation and through anastomosis with DLAV formed a loop with PCV. Thus, our in silico modelling revealed the interplay between WSS and microvascular adaptation to changes in WSS and blood flow to restore microcirculation following tail amputation.
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Affiliation(s)
- Mehrdad Roustaei
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Kyung In Baek
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Zhaoqiang Wang
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Susana Cavallero
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Sandro Satta
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Angela Lai
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Ryan O'Donnell
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Vijay Vedula
- Department of Mechanical Engineering, Columbia University, New York, NY, USA
| | - Yichen Ding
- Department of Bioengineering, University of Texas Dallas, Dallas, TX, USA
| | | | - Tzung K. Hsiai
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, Greater Los Angeles VA Healthcare System, Los Angeles, CA, USA
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21
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Roustaei M, In Baek K, Wang Z, Cavallero S, Satta S, Lai A, O'Donnell R, Vedula V, Ding Y, Marsden AL, Hsiai TK. Computational simulations of the 4D micro-circulatory network in zebrafish tail amputation and regeneration. J R Soc Interface 2022. [PMID: 35167770 DOI: 10.1101/2021.02.10.430654v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2023] Open
Abstract
Wall shear stress (WSS) contributes to the mechanotransduction underlying microvascular development and regeneration. Using computational fluid dynamics, we elucidated the interplay between WSS and vascular remodelling in a zebrafish model of tail amputation and regeneration. The transgenic Tg (fli1:eGFP; Gata1:ds-red) zebrafish line was used to track the three-dimensional fluorescently labelled vascular endothelium for post-image segmentation and reconstruction of the fluid domain. Particle image velocimetry was used to validate the blood flow. Following amputation to the dorsal aorta and posterior cardinal vein (PCV), vasoconstriction developed in the dorsal longitudinal anastomotic vessel (DLAV) along with increased WSS in the proximal segmental vessels (SVs) from amputation. Angiogenesis ensued at the tips of the amputated DLAV and PCV where WSS was minimal. At 2 days post amputation (dpa), vasodilation occurred in a pair of SVs proximal to amputation, followed by increased blood flow and WSS; however, in the SVs distal to amputation, WSS normalized to the baseline. At 3 dpa, the blood flow increased in the arterial SV proximal to amputation and through anastomosis with DLAV formed a loop with PCV. Thus, our in silico modelling revealed the interplay between WSS and microvascular adaptation to changes in WSS and blood flow to restore microcirculation following tail amputation.
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Affiliation(s)
- Mehrdad Roustaei
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Kyung In Baek
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Zhaoqiang Wang
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Susana Cavallero
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Sandro Satta
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Angela Lai
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Ryan O'Donnell
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Vijay Vedula
- Department of Mechanical Engineering, Columbia University, New York, NY, USA
| | - Yichen Ding
- Department of Bioengineering, University of Texas Dallas, Dallas, TX, USA
| | | | - Tzung K Hsiai
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, Greater Los Angeles VA Healthcare System, Los Angeles, CA, USA
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22
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Zhou Q, Lei L, Zhang H, Chiu SC, Gao L, Yang R, Wei W, Peng G, Zhu X, Xiong JW. Proprotein convertase furina is required for heart development in zebrafish. J Cell Sci 2021; 134:272418. [PMID: 34622921 DOI: 10.1242/jcs.258432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2021] [Accepted: 09/27/2021] [Indexed: 11/20/2022] Open
Abstract
Cardiac looping and trabeculation are key processes during cardiac chamber maturation. However, the underlying mechanisms remain incompletely understood. Here, we report the isolation, cloning and characterization of the proprotein convertase furina from the cardiovascular mutant loft in zebrafish. loft is an ethylnitrosourea-induced mutant and has evident defects in the cardiac outflow tract, heart looping and trabeculation, the craniofacial region and pharyngeal arch arteries. Positional cloning revealed that furina mRNA was barely detectable in loft mutants, and loft failed to complement the TALEN-induced furina mutant pku338, confirming that furina is responsible for the loft mutant phenotypes. Mechanistic studies demonstrated that Notch reporter Tg(tp1:mCherry) signals were largely eliminated in mutant hearts, and overexpression of the Notch intracellular domain partially rescued the mutant phenotypes, probably due to the lack of Furina-mediated cleavage processing of Notch1b proteins, the only Notch receptor expressed in the heart. Together, our data suggest a potential post-translational modification of Notch1b proteins via the proprotein convertase Furina in the heart, and unveil the function of the Furina-Notch1b axis in cardiac looping and trabeculation in zebrafish, and possibly in other organisms.
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Affiliation(s)
- Qinchao Zhou
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
| | - Lei Lei
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
| | - Hefei Zhang
- Institutes of Brain Science, State Key Laboratory of Medical Neurobiology and Collaborative Innovation Center for Brain Science, Fudan University, Shanghai 200032, China
| | - Shih-Ching Chiu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
| | - Lu Gao
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
| | - Ran Yang
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
| | - Wensheng Wei
- School of Life Sciences, Peking University, Beijing 100871, China
| | - Gang Peng
- Institutes of Brain Science, State Key Laboratory of Medical Neurobiology and Collaborative Innovation Center for Brain Science, Fudan University, Shanghai 200032, China
| | - Xiaojun Zhu
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
| | - Jing-Wei Xiong
- Beijing Key Laboratory of Cardiometabolic Molecular Medicine, Institute of Molecular Medicine, College of Future Technology, and State Key Laboratory of Natural and Biomimetic Drugs, Peking University, Beijing 100871, China
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23
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Messerschmidt VL, Chintapula U, Kuriakose AE, Laboy S, Truong TTD, Kydd LA, Jaworski J, Pan Z, Sadek H, Nguyen KT, Lee J. Notch Intracellular Domain Plasmid Delivery via Poly(Lactic-Co-Glycolic Acid) Nanoparticles to Upregulate Notch Pathway Molecules. Front Cardiovasc Med 2021; 8:707897. [PMID: 34651022 PMCID: PMC8507495 DOI: 10.3389/fcvm.2021.707897] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2021] [Accepted: 08/20/2021] [Indexed: 12/24/2022] Open
Abstract
Notch signaling is a highly conserved signaling system that is required for embryonic development and regeneration of organs. When the signal is lost, maldevelopment occurs and leads to a lethal state. Delivering exogenous genetic materials encoding Notch into cells can reestablish downstream signaling and rescue cellular functions. In this study, we utilized the negatively charged and FDA approved polymer poly(lactic-co-glycolic acid) to encapsulate Notch Intracellular Domain-containing plasmid in nanoparticles. We show that primary human umbilical vein endothelial cells (HUVECs) readily uptake the nanoparticles with and without specific antibody targets. We demonstrated that our nanoparticles are non-toxic, stable over time, and compatible with blood. We further demonstrated that HUVECs could be successfully transfected with these nanoparticles in static and dynamic environments. Lastly, we elucidated that these nanoparticles could upregulate the downstream genes of Notch signaling, indicating that the payload was viable and successfully altered the genetic downstream effects.
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Affiliation(s)
- Victoria L Messerschmidt
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Uday Chintapula
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Aneetta E Kuriakose
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Samantha Laboy
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States
| | - Thuy Thi Dang Truong
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States
| | - LeNaiya A Kydd
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States
| | - Justyn Jaworski
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States
| | - Zui Pan
- College of Nursing and Health Innovation, University of Texas at Arlington, Arlington, TX, United States
| | - Hashem Sadek
- Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Kytai T Nguyen
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
| | - Juhyun Lee
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, United States.,Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, TX, United States
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24
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Pas K, Laboy-Segarra S, Lee J. Systems of pattern formation within developmental biology. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2021; 167:18-25. [PMID: 34619250 DOI: 10.1016/j.pbiomolbio.2021.09.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2021] [Revised: 08/19/2021] [Accepted: 09/30/2021] [Indexed: 01/10/2023]
Abstract
Applications of mathematical models to developmental biology have provided helpful insight into various subfields, ranging from the patterning of animal skin to the development of complex organ systems. Systems involved in patterning within morphology present a unique path to explain self-organizing systems. Current efforts show that patterning systems, notably Reaction-Diffusion and specific signaling pathways, provide insight for explaining morphology and could provide novel applications revolving around the formation of biological systems. Furthermore, the application of pattern formation provides a new perspective on understanding developmental biology and pathology research to study molecular mechanisms. The current review is to cover and take a more in-depth overlook at current applications of patterning systems while also building on the principles of patterning of future research in predictive medicine.
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Affiliation(s)
- Kristofor Pas
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA
| | | | - Juhyun Lee
- Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA; Department of Medical Education, TCU and UNTHSC School of Medicine, Fort Worth, TX, 76107, USA.
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25
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Chakraborty S, Allmon E, Sepúlveda MS, Vlachos PP. Haemodynamic dependence of mechano-genetic evolution of the cardiovascular system in Japanese medaka. J R Soc Interface 2021; 18:20210752. [PMID: 34699728 PMCID: PMC8548083 DOI: 10.1098/rsif.2021.0752] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 09/30/2021] [Indexed: 11/12/2022] Open
Abstract
The progression of cardiac gene expression-wall shear stress (WSS) interplay is critical to identifying developmental defects during cardiovascular morphogenesis. However, mechano-genetics from the embryonic to larval stages are poorly understood in vertebrates. We quantified peak WSS in the heart and tail vessels of Japanese medaka from 3 days post fertilization (dpf) to 14 dpf using in vivo micro-particle image velocimetry flow measurements, and in parallel analysed the expression of five cardiac genes (fgf8, hoxb6b, bmp4, nkx2.5, smyd1). Here, we report that WSS in the atrioventricular canal (AVC), ventricular outflow tract (OFT), and the caudal vessels in medaka peak with inflection points at 6 dpf and 10-11 dpf instead of a monotonic trend. Retrograde flows are captured at the AVC and OFT of the medaka heart for the first time. In addition, all genes were upregulated at 3 dpf and 7 dpf, indicating a possible correlation between the two, with the cardiac gene upregulation preceding WSS increase in order to facilitate cardiac wall remodelling.
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Affiliation(s)
- Sreyashi Chakraborty
- Department of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
| | - Elizabeth Allmon
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN, USA
| | - Maria S. Sepúlveda
- Department of Forestry and Natural Resources, Purdue University, West Lafayette, IN, USA
| | - Pavlos P. Vlachos
- Department of Mechanical Engineering, Purdue University, West Lafayette, IN, USA
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26
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Kugler E, Snodgrass R, Bowley G, Plant K, Serbanovic-Canic J, Hamilton N, Evans PC, Chico T, Armitage P. The effect of absent blood flow on the zebrafish cerebral and trunk vasculature. VASCULAR BIOLOGY (BRISTOL, ENGLAND) 2021; 3:1-16. [PMID: 34522840 PMCID: PMC8428019 DOI: 10.1530/vb-21-0009] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Accepted: 07/29/2021] [Indexed: 12/18/2022]
Abstract
The role of blood flow in vascular development is complex and context-dependent. In this study, we quantify the effect of the lack of blood flow on embryonic vascular development on two vascular beds, namely the cerebral and trunk vasculature in zebrafish. We perform this by analysing vascular topology, endothelial cell (EC) number, EC distribution, apoptosis, and inflammatory response in animals with normal blood flow or absent blood flow. We find that absent blood flow reduced vascular area and EC number significantly in both examined vascular beds, but the effect is more severe in the cerebral vasculature, and severity increases over time. Absent blood flow leads to an increase in non-EC-specific apoptosis without increasing tissue inflammation, as quantified by cerebral immune cell numbers and nitric oxide. Similarly, while stereotypic vascular patterning in the trunk is maintained, intra-cerebral vessels show altered patterning, which is likely to be due to vessels failing to initiate effective fusion and anastomosis rather than sprouting or path-seeking. In conclusion, blood flow is essential for cellular survival in both the trunk and cerebral vasculature, but particularly intra-cerebral vessels are affected by the lack of blood flow, suggesting that responses to blood flow differ between these two vascular beds.
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Affiliation(s)
- Elisabeth Kugler
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
- Insigneo Institute for in silico Medicine, Sheffield, UK
- Institute of Ophthalmology, Faculty of Brain Sciences, University College London, London, UK
| | - Ryan Snodgrass
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
| | - George Bowley
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
| | - Karen Plant
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
| | - Jovana Serbanovic-Canic
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
| | - Noémie Hamilton
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
| | - Paul C Evans
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
- Insigneo Institute for in silico Medicine, Sheffield, UK
| | - Timothy Chico
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- The Bateson Centre, Firth Court, University of Sheffield, Western Bank, Sheffield, UK
| | - Paul Armitage
- Department of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
- Insigneo Institute for in silico Medicine, Sheffield, UK
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27
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Wang Z, Ding Y, Satta S, Roustaei M, Fei P, Hsiai TK. A hybrid of light-field and light-sheet imaging to study myocardial function and intracardiac blood flow during zebrafish development. PLoS Comput Biol 2021; 17:e1009175. [PMID: 34228702 PMCID: PMC8284633 DOI: 10.1371/journal.pcbi.1009175] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2020] [Revised: 07/16/2021] [Accepted: 06/11/2021] [Indexed: 01/07/2023] Open
Abstract
Biomechanical forces intimately contribute to cardiac morphogenesis. However, volumetric imaging to investigate the cardiac mechanics with high temporal and spatial resolution remains an imaging challenge. We hereby integrated light-field microscopy (LFM) with light-sheet fluorescence microscopy (LSFM), coupled with a retrospective gating method, to simultaneously access myocardial contraction and intracardiac blood flow at 200 volumes per second. While LSFM allows for the reconstruction of the myocardial function, LFM enables instantaneous acquisition of the intracardiac blood cells traversing across the valves. We further adopted deformable image registration to quantify the ventricular wall displacement and particle tracking velocimetry to monitor intracardiac blood flow. The integration of LFM and LSFM enabled the time-dependent tracking of the individual blood cells and the differential rates of segmental wall displacement during a cardiac cycle. Taken together, we demonstrated a hybrid system, coupled with our image analysis pipeline, to simultaneously capture the myocardial wall motion with intracardiac blood flow during cardiac development. During the conception of the heart, cardiac muscular contraction and blood flow generate biomechanical forces to influence the functional and structural development. To elucidate the underlying biomechanical mechanisms, we have embraced the zebrafish system for the ease of genetic and pharmacological manipulations and its rapidity for organ development. However, acquiring the dynamic processes (space + time domain) in the small beating zebrafish heart remains a challenge. In the presence of a rapid heartbeat, microscopy is confined by temporal resolution to image the cardiac contraction and blood flow. In this context, we demonstrated an integrated light-sheet and light-field imaging system to visualize cardiac contraction along with the flowing blood cells inside the cardiac chambers. Assuming the periodicity of the cardiac cycle, we synchronized the image data in post-processing for 3-D reconstruction. We further quantified the velocity of the various regions of cardiac muscular contraction, and tracked the individual blood cells during the cardiac cycles. The time-dependent velocity maps allow for uncovering differential segments of cardiac contraction and relaxation, and for revealing the patterns of blood flow. Thus, our integrated light-sheet and light-field imaging system provides an experimental basis to further investigate cardiac function and development.
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Affiliation(s)
- Zhaoqiang Wang
- Department of Bioengineering, University of California, Los Angeles, California, United States of America
| | - Yichen Ding
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, California, United States of America
| | - Sandro Satta
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, California, United States of America
| | - Mehrdad Roustaei
- Department of Bioengineering, University of California, Los Angeles, California, United States of America
| | - Peng Fei
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
- * E-mail: (PF); (TKH)
| | - Tzung K. Hsiai
- Department of Bioengineering, University of California, Los Angeles, California, United States of America
- Division of Cardiology, Department of Medicine, School of Medicine, University of California, Los Angeles, California, United States of America
- Department of Medicine, Greater Los Angeles VA Healthcare System, Los Angeles, California, United States of America
- * E-mail: (PF); (TKH)
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28
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Zhang B, Pas KE, Ijaseun T, Cao H, Fei P, Lee J. Automatic Segmentation and Cardiac Mechanics Analysis of Evolving Zebrafish Using Deep Learning. Front Cardiovasc Med 2021; 8:675291. [PMID: 34179138 PMCID: PMC8221393 DOI: 10.3389/fcvm.2021.675291] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 04/20/2021] [Indexed: 01/04/2023] Open
Abstract
Background: In the study of early cardiac development, it is essential to acquire accurate volume changes of the heart chambers. Although advanced imaging techniques, such as light-sheet fluorescent microscopy (LSFM), provide an accurate procedure for analyzing the heart structure, rapid, and robust segmentation is required to reduce laborious time and accurately quantify developmental cardiac mechanics. Methods: The traditional biomedical analysis involving segmentation of the intracardiac volume occurs manually, presenting bottlenecks due to enormous data volume at high axial resolution. Our advanced deep-learning techniques provide a robust method to segment the volume within a few minutes. Our U-net-based segmentation adopted manually segmented intracardiac volume changes as training data and automatically produced the other LSFM zebrafish cardiac motion images. Results: Three cardiac cycles from 2 to 5 days postfertilization (dpf) were successfully segmented by our U-net-based network providing volume changes over time. In addition to understanding each of the two chambers' cardiac function, the ventricle and atrium were separated by 3D erode morphology methods. Therefore, cardiac mechanical properties were measured rapidly and demonstrated incremental volume changes of both chambers separately. Interestingly, stroke volume (SV) remains similar in the atrium while that of the ventricle increases SV gradually. Conclusion: Our U-net-based segmentation provides a delicate method to segment the intricate inner volume of the zebrafish heart during development, thus providing an accurate, robust, and efficient algorithm to accelerate cardiac research by bypassing the labor-intensive task as well as improving the consistency in the results.
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Affiliation(s)
- Bohan Zhang
- Joint Department of Bioengineering, University of Texas (UT) Arlington/(UT) Southwestern, Arlington, TX, United States.,School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Kristofor E Pas
- Joint Department of Bioengineering, University of Texas (UT) Arlington/(UT) Southwestern, Arlington, TX, United States
| | - Toluwani Ijaseun
- Joint Department of Bioengineering, University of Texas (UT) Arlington/(UT) Southwestern, Arlington, TX, United States
| | - Hung Cao
- Department of Electrical Engineering and Computer Science, University of California, Irvine, Irvine, CA, United States
| | - Peng Fei
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Juhyun Lee
- Joint Department of Bioengineering, University of Texas (UT) Arlington/(UT) Southwestern, Arlington, TX, United States.,Department of Medical Education, Texas Christian University (TCU) and University of North Texas Health Science Center (UNTHSC) School of Medicine, Fort Worth, TX, United States
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29
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Wang Z, Zhu L, Zhang H, Li G, Yi C, Li Y, Yang Y, Ding Y, Zhen M, Gao S, Hsiai TK, Fei P. Real-time volumetric reconstruction of biological dynamics with light-field microscopy and deep learning. Nat Methods 2021; 18:551-556. [PMID: 33574612 PMCID: PMC8107123 DOI: 10.1038/s41592-021-01058-x] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 11/26/2020] [Accepted: 01/06/2021] [Indexed: 01/20/2023]
Abstract
Light-field microscopy has emerged as a technique of choice for high-speed volumetric imaging of fast biological processes. However, artifacts, nonuniform resolution and a slow reconstruction speed have limited its full capabilities for in toto extraction of dynamic spatiotemporal patterns in samples. Here, we combined a view-channel-depth (VCD) neural network with light-field microscopy to mitigate these limitations, yielding artifact-free three-dimensional image sequences with uniform spatial resolution and high-video-rate reconstruction throughput. We imaged neuronal activities across moving Caenorhabditis elegans and blood flow in a beating zebrafish heart at single-cell resolution with volumetric imaging rates up to 200 Hz.
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Affiliation(s)
- Zhaoqiang Wang
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Science, University of California, Los Angeles, Los Angeles, CA, USA
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Lanxin Zhu
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Hao Zhang
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Guo Li
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Chengqiang Yi
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Yi Li
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China
| | - Yicong Yang
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China
| | - Yichen Ding
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA
| | - Mei Zhen
- Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Shangbang Gao
- College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, China.
| | - Tzung K Hsiai
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Science, University of California, Los Angeles, Los Angeles, CA, USA.
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Division of Cardiology, Department of Medicine, Greater Los Angeles VA Healthcare System, Los Angeles, CA, USA.
| | - Peng Fei
- School of Optical and Electronic Information-Wuhan National Laboratory for Optoelectronics, Huazhong University of Science and Technology, Wuhan, China.
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30
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Computational Modeling of Blood Flow Hemodynamics for Biomechanical Investigation of Cardiac Development and Disease. J Cardiovasc Dev Dis 2021; 8:jcdd8020014. [PMID: 33572675 PMCID: PMC7912127 DOI: 10.3390/jcdd8020014] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 01/16/2021] [Accepted: 01/21/2021] [Indexed: 12/11/2022] Open
Abstract
The heart is the first functional organ in a developing embryo. Cardiac development continues throughout developmental stages while the heart goes through a serious of drastic morphological changes. Previous animal experiments as well as clinical observations showed that disturbed hemodynamics interfere with the development of the heart and leads to the formation of a variety of defects in heart valves, heart chambers, and blood vessels, suggesting that hemodynamics is a governing factor for cardiogenesis, and disturbed hemodynamics is an important source of congenital heart defects. Therefore, there is an interest to image and quantify the flowing blood through a developing heart. Flow measurement in embryonic fetal heart can be performed using advanced techniques such as magnetic resonance imaging (MRI) or echocardiography. Computational fluid dynamics (CFD) modeling is another approach especially useful when the other imaging modalities are not available and in-depth flow assessment is needed. The approach is based on numerically solving relevant physical equations to approximate the flow hemodynamics and tissue behavior. This approach is becoming widely adapted to simulate cardiac flows during the embryonic development. While there are few studies for human fetal cardiac flows, many groups used zebrafish and chicken embryos as useful models for elucidating normal and diseased cardiogenesis. In this paper, we explain the major steps to generate CFD models for simulating cardiac hemodynamics in vivo and summarize the latest findings on chicken and zebrafish embryos as well as human fetal hearts.
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31
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Liao H, Qi Y, Ye Y, Yue P, Zhang D, Li Y. Mechanotranduction Pathways in the Regulation of Mitochondrial Homeostasis in Cardiomyocytes. Front Cell Dev Biol 2021; 8:625089. [PMID: 33553165 PMCID: PMC7858659 DOI: 10.3389/fcell.2020.625089] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2020] [Accepted: 11/27/2020] [Indexed: 12/12/2022] Open
Abstract
Mitochondria are one of the most important organelles in cardiomyocytes. Mitochondrial homeostasis is necessary for the maintenance of normal heart function. Mitochondria perform four major biological processes in cardiomyocytes: mitochondrial dynamics, metabolic regulation, Ca2+ handling, and redox generation. Additionally, the cardiovascular system is quite sensitive in responding to changes in mechanical stress from internal and external environments. Several mechanotransduction pathways are involved in regulating the physiological and pathophysiological status of cardiomyocytes. Typically, the extracellular matrix generates a stress-loading gradient, which can be sensed by sensors located in cellular membranes, including biophysical and biochemical sensors. In subsequent stages, stress stimulation would regulate the transcription of mitochondrial related genes through intracellular transduction pathways. Emerging evidence reveals that mechanotransduction pathways have greatly impacted the regulation of mitochondrial homeostasis. Excessive mechanical stress loading contributes to impairing mitochondrial function, leading to cardiac disorder. Therefore, the concept of restoring mitochondrial function by shutting down the excessive mechanotransduction pathways is a promising therapeutic strategy for cardiovascular diseases. Recently, viral and non-viral protocols have shown potentials in application of gene therapy. This review examines the biological process of mechanotransduction pathways in regulating mitochondrial function in response to mechanical stress during the development of cardiomyopathy and heart failure. We also summarize gene therapy delivery protocols to explore treatments based on mechanical stress-induced mitochondrial dysfunction, to provide new integrative insights into cardiovascular diseases.
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Affiliation(s)
- Hongyu Liao
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Yan Qi
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Science, Hubei University, Wuhan, China
| | - Yida Ye
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Science, Hubei University, Wuhan, China
| | - Peng Yue
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
| | - Donghui Zhang
- State Key Laboratory of Biocatalysis and Enzyme Engineering, School of Life Science, Hubei University, Wuhan, China
| | - Yifei Li
- Key Laboratory of Birth Defects and Related Diseases of Women and Children of Ministry of Education, Department of Pediatrics, West China Second University Hospital, Sichuan University, Chengdu, China
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Chang CC, Chu A, Meyer S, Ding Y, Sun MM, Abiri P, Baek KI, Gudapati V, Ding X, Guihard P, Bostrom KI, Li S, Gordon LK, Zheng JJ, Hsiai TK. Three-dimensional Imaging Coupled with Topological Quantification Uncovers Retinal Vascular Plexuses Undergoing Obliteration. Theranostics 2021; 11:1162-1175. [PMID: 33391527 PMCID: PMC7738897 DOI: 10.7150/thno.53073] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2020] [Accepted: 10/19/2020] [Indexed: 02/06/2023] Open
Abstract
Introduction: Murine models provide microvascular insights into the 3-D network disarray seen in retinopathy and cardiovascular diseases. Light-sheet fluorescence microscopy (LSFM) has emerged to capture retinal vasculature in 3-D, allowing for assessment of the progression of retinopathy and the potential to screen new therapeutic targets in mice. We hereby coupled LSFM, also known as selective plane illumination microscopy, with topological quantification, to characterize the retinal vascular plexuses undergoing preferential obliteration. Method and Result: In postnatal mice, we revealed the 3-D retinal microvascular network in which the vertical sprouts bridge the primary (inner) and secondary (outer) plexuses, whereas, in an oxygen-induced retinopathy (OIR) mouse model, we demonstrated preferential obliteration of the secondary plexus and bridging vessels with a relatively unscathed primary plexus. Using clustering coefficients and Euler numbers, we computed the local versus global vascular connectivity. While local connectivity was preserved (p > 0.05, n = 5 vs. normoxia), the global vascular connectivity in hyperoxia-exposed retinas was significantly reduced (p < 0.05, n = 5 vs. normoxia). Applying principal component analysis (PCA) for auto-segmentation of the vertical sprouts, we corroborated the obliteration of the vertical sprouts bridging the secondary plexuses, as evidenced by impaired vascular branching and connectivity, and reduction in vessel volumes and lengths (p < 0.05, n = 5 vs. normoxia). Conclusion: Coupling 3-D LSFM with topological quantification uncovered the retinal vasculature undergoing hyperoxia-induced obliteration from the secondary (outer) plexus to the vertical sprouts. The use of clustering coefficients, Euler's number, and PCA provided new network insights into OIR-associated vascular obliteration, with translational significance for investigating therapeutic interventions to prevent visual impairment.
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Affiliation(s)
- Chih-Chiang Chang
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
| | - Alison Chu
- Division of Neonatology and Developmental Biology, Department of Pediatrics, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Scott Meyer
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Yichen Ding
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Michel M. Sun
- Department of Ophthalmology, Stein Eye Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Parinaz Abiri
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Kyung In Baek
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Varun Gudapati
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Xili Ding
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
| | - Pierre Guihard
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Kristina I. Bostrom
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
- Greater Los Angeles VA Healthcare System, Los Angeles, CA
| | - Song Li
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
| | - Lynn K. Gordon
- Department of Ophthalmology, Stein Eye Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Jie J. Zheng
- Department of Ophthalmology, Stein Eye Institute, David Geffen School of Medicine at UCLA, Los Angeles, CA
| | - Tzung K. Hsiai
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA
- Greater Los Angeles VA Healthcare System, Los Angeles, CA
- Medical Engineering, California Institute of Technology, Pasadena, CA
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Ding Y, Gudapati V, Lin R, Fei Y, Sevag Packard RR, Song S, Chang CC, Baek KI, Wang Z, Roustaei M, Kuang D, Jay Kuo CC, Hsiai TK. Saak Transform-Based Machine Learning for Light-Sheet Imaging of Cardiac Trabeculation. IEEE Trans Biomed Eng 2021; 68:225-235. [PMID: 32365015 PMCID: PMC7606319 DOI: 10.1109/tbme.2020.2991754] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
OBJECTIVE Recent advances in light-sheet fluorescence microscopy (LSFM) enable 3-dimensional (3-D) imaging of cardiac architecture and mechanics in toto. However, segmentation of the cardiac trabecular network to quantify cardiac injury remains a challenge. METHODS We hereby employed "subspace approximation with augmented kernels (Saak) transform" for accurate and efficient quantification of the light-sheet image stacks following chemotherapy-treatment. We established a machine learning framework with augmented kernels based on the Karhunen-Loeve Transform (KLT) to preserve linearity and reversibility of rectification. RESULTS The Saak transform-based machine learning enhances computational efficiency and obviates iterative optimization of cost function needed for neural networks, minimizing the number of training datasets for segmentation in our scenario. The integration of forward and inverse Saak transforms can also serve as a light-weight module to filter adversarial perturbations and reconstruct estimated images, salvaging robustness of existing classification methods. The accuracy and robustness of the Saak transform are evident following the tests of dice similarity coefficients and various adversary perturbation algorithms, respectively. The addition of edge detection further allows for quantifying the surface area to volume ratio (SVR) of the myocardium in response to chemotherapy-induced cardiac remodeling. CONCLUSION The combination of Saak transform, random forest, and edge detection augments segmentation efficiency by 20-fold as compared to manual processing. SIGNIFICANCE This new methodology establishes a robust framework for post light-sheet imaging processing, and creating a data-driven machine learning for automated quantification of cardiac ultra-structure.
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Affiliation(s)
- Yichen Ding
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Varun Gudapati
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Ruiyuan Lin
- Ming-Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 USA
| | - Yanan Fei
- Ming-Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 USA
| | - René R Sevag Packard
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Sibo Song
- Ming-Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 USA
| | - Chih-Chiang Chang
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Kyung In Baek
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Zhaoqiang Wang
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Mehrdad Roustaei
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
| | - Dengfeng Kuang
- Tianjin Key Laboratory of Optoelectronic Sensor and Sensing Network Technology, and Institute of Modern Optics, Nankai University, Tianjin 300350, China
| | - C.-C. Jay Kuo
- Ming-Hsieh Department of Electrical Engineering, University of Southern California, Los Angeles, CA 90089 USA
| | - Tzung K. Hsiai
- Henry Samueli School of Engineering and David Geffen School of Medicine, University of California, Los Angeles, CA 90095 USA
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Kim MS, Fleres B, Lovett J, Anfinson M, Samudrala SSK, Kelly LJ, Teigen LE, Cavanaugh M, Marquez M, Geurts AM, Lough JW, Mitchell ME, Fitts RH, Tomita-Mitchell A. Contractility of Induced Pluripotent Stem Cell-Cardiomyocytes With an MYH6 Head Domain Variant Associated With Hypoplastic Left Heart Syndrome. Front Cell Dev Biol 2020; 8:440. [PMID: 32656206 PMCID: PMC7324479 DOI: 10.3389/fcell.2020.00440] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Accepted: 05/11/2020] [Indexed: 12/22/2022] Open
Abstract
Hypoplastic left heart syndrome (HLHS) is a clinically and anatomically severe form of congenital heart disease; however, its etiology remains largely unknown. We previously demonstrated that genetic variants in the MYH6 gene are significantly associated with HLHS. Additionally, induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) from an HLHS-affected family trio (affected parent, unaffected parent, affected proband) carrying an MYH6-R443P head domain variant demonstrated dysmorphic sarcomere structure and increased compensatory MYH7 expression. Analysis of iPSC-CMs derived from the HLHS trio revealed that only beta myosin heavy chain expression was observed in CMs carrying the MYH6-R443P variant after differentiation day 15 (D15). Functional assessments performed between D20-D23 revealed that MYH6-R443P variant CMs contracted more slowly (40 ± 2 vs. 47 ± 2 contractions/min, P < 0.05), shortened less (5.6 ± 0.5 vs. 8.1 ± 0.7% of cell length, P < 0.05), and exhibited slower shortening rates (19.9 ± 1.7 vs. 28.1 ± 2.5 μm/s, P < 0.05) and relaxation rates (11.0 ± 0.9 vs. 19.7 ± 2.0 μm/s, P < 0.05). Treatment with isoproterenol had no effect on iPSC-CM mechanics. Using CRISPR/Cas9 gene editing technology, introduction of the R443P variant into the unaffected parent's iPSCs recapitulated the phenotype of the proband's iPSC-CMs, and conversely, correction of the R443P variant in the proband's iPSCs rescued the cardiomyogenic differentiation, sarcomere organization, slower contraction (P < 0.05) and decreased velocity phenotypes (P < 0.0001). This is the first report to identify that cardiac tissues from HLHS patients with MYH6 variants can exhibit sarcomere disorganization in atrial but not ventricular tissues. This new discovery was not unexpected, since MYH6 is expressed predominantly in the postnatal atria in humans. These findings demonstrate the feasibility of employing patient-derived iPSC-CMs, in combination with patient cardiac tissues, to gain mechanistic insight into how genetic variants can lead to HLHS. Results from this study suggest that decreased contractility of CMs due to sarcomere disorganization in the atria may effect hemodynamic changes preventing development of a normal left ventricle.
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Affiliation(s)
- Min-Su Kim
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Milwaukee, WI, United States
| | - Brandon Fleres
- Department of Biological Sciences, Marquette University, Milwaukee, WI, United States
| | - Jerrell Lovett
- Department of Biological Sciences, Marquette University, Milwaukee, WI, United States
| | - Melissa Anfinson
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Sai Suma K Samudrala
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Lauren J Kelly
- Department of Biological Sciences, Marquette University, Milwaukee, WI, United States
| | - Laura E Teigen
- Department of Biological Sciences, Marquette University, Milwaukee, WI, United States
| | - Matthew Cavanaugh
- Department of Biological Sciences, Marquette University, Milwaukee, WI, United States
| | - Maribel Marquez
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Aron M Geurts
- Department of Physiology, Medical College of Wisconsin, Milwaukee, WI, United States
| | - John W Lough
- Department of Cell Biology, Neurobiology and Anatomy, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Michael E Mitchell
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Milwaukee, WI, United States
| | - Robert H Fitts
- Department of Biological Sciences, Marquette University, Milwaukee, WI, United States
| | - Aoy Tomita-Mitchell
- Division of Pediatric Cardiothoracic Surgery, Department of Surgery, Medical College of Wisconsin, Herma Heart Institute, Milwaukee, WI, United States.,Department of Biomedical Engineering, Medical College of Wisconsin, Milwaukee, WI, United States
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Advanced blood flow assessment in Zebrafish via experimental digital particle image velocimetry and computational fluid dynamics modeling. Micron 2020; 130:102801. [DOI: 10.1016/j.micron.2019.102801] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 11/18/2019] [Accepted: 12/13/2019] [Indexed: 01/23/2023]
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Nie J, Liu S, Yu T, Li Y, Ping J, Wan P, Zhao F, Huang Y, Mei W, Zeng S, Zhu D, Fei P. Fast, 3D Isotropic Imaging of Whole Mouse Brain Using Multiangle-Resolved Subvoxel SPIM. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2020; 7:1901891. [PMID: 32042557 PMCID: PMC7001627 DOI: 10.1002/advs.201901891] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 10/14/2019] [Indexed: 05/21/2023]
Abstract
The recent integration of light-sheet microscopy and tissue-clearing has facilitated an important alternative to conventional histological imaging approaches. However, the in toto cellular mapping of neural circuits throughout an intact mouse brain remains highly challenging, requiring complicated mechanical stitching, and suffering from anisotropic resolution insufficient for high-quality reconstruction in 3D. Here, the use of a multiangle-resolved subvoxel selective plane illumination microscope (Mars-SPIM) is proposed to achieve high-throughput imaging of whole mouse brain at isotropic cellular resolution. This light-sheet imaging technique can computationally improve the spatial resolution over six times under a large field of view, eliminating the use of slow tile stitching. Furthermore, it can recover complete structural information of the sample from images subject to thick-tissue scattering/attenuation. With Mars-SPIM, a digital atlas of a cleared whole mouse brain (≈7 mm × 9.5 mm × 5 mm) can readily be obtained with an isotropic resolution of ≈2 µm (1 µm voxel) and a short acquisition time of 30 min. It provides an efficient way to implement system-level cellular analysis, such as the mapping of different neuron populations and tracing of long-distance neural projections over the entire brain. Mars-SPIM is thus well suited for high-throughput cell-profiling phenotyping of brain and other mammalian organs.
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Affiliation(s)
- Jun Nie
- School of Optical and Electronic Information‐Wuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
| | - Sa Liu
- School of Optical and Electronic Information‐Wuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
| | - Tingting Yu
- Britton Chance Center for Biomedical PhotonicsWuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
- MoE Key Laboratory for Biomedical PhotonicsHuazhong University of Science and TechnologyWuhan430074China
| | - Yusha Li
- Britton Chance Center for Biomedical PhotonicsWuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
| | - Junyu Ping
- School of Optical and Electronic Information‐Wuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
| | - Peng Wan
- Britton Chance Center for Biomedical PhotonicsWuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
| | - Fang Zhao
- School of Optical and Electronic Information‐Wuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
| | - Yujie Huang
- Department of AnesthesiologyTongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan430030China
| | - Wei Mei
- Department of AnesthesiologyTongji HospitalTongji Medical CollegeHuazhong University of Science and TechnologyWuhan430030China
| | - Shaoqun Zeng
- Britton Chance Center for Biomedical PhotonicsWuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
- MoE Key Laboratory for Biomedical PhotonicsHuazhong University of Science and TechnologyWuhan430074China
| | - Dan Zhu
- Britton Chance Center for Biomedical PhotonicsWuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
- MoE Key Laboratory for Biomedical PhotonicsHuazhong University of Science and TechnologyWuhan430074China
| | - Peng Fei
- School of Optical and Electronic Information‐Wuhan National Laboratory for OptoelectronicsHuazhong University of Science and TechnologyWuhan430074China
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37
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Chen B, Zhang JP. Three-dimensional integrated quantitative modeling and fluorescent imaging of doxorubicin-induced cardiotoxicity in a whole organ using a deconvolution microscope. J Pharmacol Toxicol Methods 2020; 101:106662. [DOI: 10.1016/j.vascn.2019.106662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2019] [Revised: 11/12/2019] [Accepted: 11/16/2019] [Indexed: 11/30/2022]
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Capasso TL, Li B, Volek HJ, Khalid W, Rochon ER, Anbalagan A, Herdman C, Yost HJ, Villanueva FS, Kim K, Roman BL. BMP10-mediated ALK1 signaling is continuously required for vascular development and maintenance. Angiogenesis 2019; 23:203-220. [PMID: 31828546 DOI: 10.1007/s10456-019-09701-0] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2019] [Accepted: 12/03/2019] [Indexed: 12/20/2022]
Abstract
Hereditary hemorrhagic telangiectasia (HHT) is an autosomal-dominant vascular disorder characterized by development of high-flow arteriovenous malformations (AVMs) that can lead to stroke or high-output heart failure. HHT2 is caused by heterozygous mutations in ACVRL1, which encodes an endothelial cell bone morphogenetic protein (BMP) receptor, ALK1. BMP9 and BMP10 are established ALK1 ligands. However, the unique and overlapping roles of these ligands remain poorly understood. To define the physiologically relevant ALK1 ligand(s) required for vascular development and maintenance, we generated zebrafish harboring mutations in bmp9 and duplicate BMP10 paralogs, bmp10 and bmp10-like. bmp9 mutants survive to adulthood with no overt phenotype. In contrast, combined loss of bmp10 and bmp10-like results in embryonic lethal cranial AVMs indistinguishable from acvrl1 mutants. However, despite embryonic functional redundancy of bmp10 and bmp10-like, bmp10 encodes the only required Alk1 ligand in the juvenile-to-adult period. bmp10 mutants exhibit blood vessel abnormalities in anterior skin and liver, heart dysmorphology, and premature death, and vascular defects correlate with increased cardiac output. Together, our findings support a unique role for Bmp10 as a non-redundant Alk1 ligand required to maintain the post-embryonic vasculature and establish zebrafish bmp10 mutants as a model for AVM-associated high-output heart failure, which is an increasingly recognized complication of severe liver involvement in HHT2.
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Affiliation(s)
- Teresa L Capasso
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Bijun Li
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Harry J Volek
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Waqas Khalid
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, 15260, USA
| | - Elizabeth R Rochon
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Arulselvi Anbalagan
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Chelsea Herdman
- Molecular Medicine Program, University of Utah, Salt Lake City, UT, 84112, USA
| | - H Joseph Yost
- Molecular Medicine Program, University of Utah, Salt Lake City, UT, 84112, USA
| | - Flordeliza S Villanueva
- Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Center for Ultrasound Molecular Imaging and Therapeutics, Division of Cardiology, Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Kang Kim
- Department of Bioengineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, 15260, USA.,Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA.,Center for Ultrasound Molecular Imaging and Therapeutics, Division of Cardiology, Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA, 15261, USA
| | - Beth L Roman
- Department of Human Genetics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, 15261, USA. .,Heart, Lung, Blood and Vascular Medicine Institute, University of Pittsburgh, Pittsburgh, PA, 15261, USA.
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Akerberg AA, Burns CE, Burns CG, Nguyen C. Deep learning enables automated volumetric assessments of cardiac function in zebrafish. Dis Model Mech 2019; 12:dmm.040188. [PMID: 31548281 PMCID: PMC6826023 DOI: 10.1242/dmm.040188] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 09/12/2019] [Indexed: 12/14/2022] Open
Abstract
Although the zebrafish embryo is a powerful animal model of human heart failure, the methods routinely employed to monitor cardiac function produce rough approximations that are susceptible to bias and inaccuracies. We developed and validated a deep learning-based image-analysis platform for automated extraction of volumetric parameters of cardiac function from dynamic light-sheet fluorescence microscopy (LSFM) images of embryonic zebrafish hearts. This platform, the Cardiac Functional Imaging Network (CFIN), automatically delivers rapid and accurate assessments of cardiac performance with greater sensitivity than current approaches. This article has an associated First Person interview with the first author of the paper. Summary: The authors present CFIN, a deep learning-based image-analysis platform to automatically analyze dynamic light-sheet fluorescence microscopy images and determine volumetric indices of cardiac function in embryonic zebrafish.
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Affiliation(s)
- Alexander A Akerberg
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA 02129, USA.,Harvard Medical School, Boston, MA 02115, USA.,Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Caroline E Burns
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA 02129, USA .,Harvard Medical School, Boston, MA 02115, USA.,Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA.,Harvard Stem Cell Institute, Cambridge, MA 02138, USA
| | - C Geoffrey Burns
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA 02129, USA .,Harvard Medical School, Boston, MA 02115, USA.,Department of Cardiology, Boston Children's Hospital, Boston, MA 02115, USA
| | - Christopher Nguyen
- Cardiovascular Research Center, Massachusetts General Hospital, Charlestown, MA 02129, USA .,Harvard Medical School, Boston, MA 02115, USA.,Athinoula A Martinos Center for Biomedical Imaging, Charlestown, MA 02129, USA
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40
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Duchemin AL, Vignes H, Vermot J, Chow R. Mechanotransduction in cardiovascular morphogenesis and tissue engineering. Curr Opin Genet Dev 2019; 57:106-116. [PMID: 31586750 DOI: 10.1016/j.gde.2019.08.002] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Revised: 08/06/2019] [Accepted: 08/10/2019] [Indexed: 12/13/2022]
Abstract
Cardiovascular morphogenesis involves cell behavior and cell identity changes that are activated by mechanical forces associated with heart function. Recently, advances in in vivo imaging, methods to alter blood flow, and computational modelling have greatly advanced our understanding of how forces produced by heart contraction and blood flow impact different morphogenetic processes. Meanwhile, traditional genetic approaches have helped to elucidate how endothelial cells respond to forces at the cellular and molecular level. Here we discuss the principles of endothelial mechanosensitity and their interplay with cellular processes during cardiovascular morphogenesis. We then discuss their implications in the field of cardiovascular tissue engineering.
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Affiliation(s)
- Anne-Laure Duchemin
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, 67404 Illkirch, France; Centre National de la Recherche Scientifique, UMR7104, 67404 Illkirch, France; Institut National de la Santé et de la Recherche Médicale, U964, 67404 Illkirch, France; Université de Strasbourg, 67404 Illkirch, France
| | - Helene Vignes
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, 67404 Illkirch, France; Centre National de la Recherche Scientifique, UMR7104, 67404 Illkirch, France; Institut National de la Santé et de la Recherche Médicale, U964, 67404 Illkirch, France; Université de Strasbourg, 67404 Illkirch, France
| | - Julien Vermot
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, 67404 Illkirch, France; Centre National de la Recherche Scientifique, UMR7104, 67404 Illkirch, France; Institut National de la Santé et de la Recherche Médicale, U964, 67404 Illkirch, France; Université de Strasbourg, 67404 Illkirch, France.
| | - Renee Chow
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, 67404 Illkirch, France; Centre National de la Recherche Scientifique, UMR7104, 67404 Illkirch, France; Institut National de la Santé et de la Recherche Médicale, U964, 67404 Illkirch, France; Université de Strasbourg, 67404 Illkirch, France
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Serrano MDLA, Demarest BL, Tone-Pah-Hote T, Tristani-Firouzi M, Yost HJ. Inhibition of Notch signaling rescues cardiovascular development in Kabuki Syndrome. PLoS Biol 2019; 17:e3000087. [PMID: 31479440 PMCID: PMC6743796 DOI: 10.1371/journal.pbio.3000087] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Revised: 09/13/2019] [Accepted: 08/08/2019] [Indexed: 01/05/2023] Open
Abstract
Kabuki Syndrome patients have a spectrum of congenital disorders, including congenital heart defects, the primary determinant of mortality. Seventy percent of Kabuki Syndrome patients have mutations in the histone methyl-transferase KMT2D. However, the underlying mechanisms that drive these congenital disorders are unknown. Here, we generated and characterized zebrafish kmt2d null mutants that recapitulate the cardinal phenotypic features of Kabuki Syndrome, including microcephaly, palate defects, abnormal ear development, and cardiac defects. The cardiac phenotype consists of a previously unknown vasculogenesis defect that affects endocardium patterning and, consequently, heart ventricle lumen formation. Additionally, zebrafish kmt2d null mutants have angiogenesis defects depicted by abnormal aortic arch development, hyperactive ectopic blood vessel sprouting, and aberrant patterning of the brain vascular plexus. We demonstrate that zebrafish kmt2d null mutants have robust Notch signaling hyperactivation in endocardial and endothelial cells, including increased protein levels of the Notch transcription factor Rbpj. Our zebrafish Kabuki Syndrome model reveals a regulatory link between the Notch pathway and Kmt2d during endothelium and endocardium patterning and shows that pharmacological inhibition of Notch signaling rebalances Rbpj protein levels and rescues the cardiovascular phenotype by enhancing endothelial and endocardial cell proliferation and stabilizing endocardial patterning. Taken together, these findings demonstrate that Kmt2d regulates vasculogenesis and angiogenesis, provide evidence for interactions between Kmt2d and Notch signaling in Kabuki Syndrome, and suggest future directions for clinical research.
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Affiliation(s)
- Maria de los Angeles Serrano
- Molecular Medicine Program—Neurobiology and Anatomy Department, University of Utah, Salt Lake City, Utah, United States of America
| | - Bradley L. Demarest
- Molecular Medicine Program—Neurobiology and Anatomy Department, University of Utah, Salt Lake City, Utah, United States of America
| | | | - Martin Tristani-Firouzi
- Nora Eccles Harrison Cardiovascular Research and Training Institute and Division of Pediatric Cardiology, University of Utah, Salt Lake City, Utah, United States of America
| | - H. Joseph Yost
- Molecular Medicine Program—Neurobiology and Anatomy Department, University of Utah, Salt Lake City, Utah, United States of America
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Li R, Baek KI, Chang CC, Zhou B, Hsiai TK. Mechanosensitive Pathways Involved in Cardiovascular Development and Homeostasis in Zebrafish. J Vasc Res 2019; 56:273-283. [PMID: 31466069 DOI: 10.1159/000501883] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2018] [Accepted: 07/03/2019] [Indexed: 11/19/2022] Open
Abstract
Cardiovascular diseases such as coronary heart disease, myocardial infarction, and cardiac arrhythmia are the leading causes of morbidity and mortality in developed countries and are steadily increasing in developing countries. Fundamental mechanistic studies at the molecular, cellular, and animal model levels are critical for the diagnosis and treatment of these diseases. Despite being phylogenetically distant from humans, zebrafish share remarkable similarity in the genetics and electrophysiology of the cardiovascular system. In the last 2 decades, the development and deployment of innovative genetic manipulation techniques greatly facilitated the application of zebrafish as an animal model for studying basic biology and diseases. Hemodynamic shear stress is intimately involved in vascular development and homeostasis. The critical mechanosensitive signaling pathways in cardiovascular development and pathophysiology previously studied in mammals have been recapitulated in zebrafish. In this short article, we reviewed recent knowledge about the role of mechanosensitive pathways such as Notch, PKCε/PFKFB3, and Wnt/Ang2 in cardiovas-cular development and homeostasis from studies in the -zebrafish model.
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Affiliation(s)
- Rongsong Li
- College of Health Sciences and Environmental Engineering, Shenzhen Technology University, Shenzhen, China,
| | - Kyung In Baek
- Department of Bioengineering,University of California, Los Angeles, California, USA
| | - Chih-Chiang Chang
- Department of Bioengineering,University of California, Los Angeles, California, USA
| | - Bill Zhou
- Department of Radiology, University of California, Los Angeles, California, USA
| | - Tzung K Hsiai
- Department of Bioengineering,University of California, Los Angeles, California, USA.,Department of Medicine (Cardiology) and Bioengineering, University of California, Los Angeles, California, USA
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43
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Ping J, Zhao F, Nie J, Yu T, Zhu D, Liu M, Fei P. Propagating-path uniformly scanned light sheet excitation microscopy for isotropic volumetric imaging of large specimens. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-5. [PMID: 31385482 PMCID: PMC6983483 DOI: 10.1117/1.jbo.24.8.086501] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Accepted: 07/15/2019] [Indexed: 05/26/2023]
Abstract
We demonstrate a propagating-path uniformly scanned light sheet excitation (PULSE) microscopy based on the oscillation of voice coil motor that can rapidly drive a thin light sheet along its propagation direction. By synchronizing the rolling shutter of a camera with the motion of laser sheet, we can obtain a uniform plane-illuminated image far beyond the confocal range of Gaussian beam. A stable 1.7-μm optical sectioning under a 3.3 mm × 3.3 mm wide field of view (FOV) has been achieved for up to 20 Hz volumetric imaging of large biological specimens. PULSE method transforms the extent of plane illumination from one intrinsically limited by the short confocal range (μm scale) to one defined by the motor oscillation range (mm scale). Compared to the conventional Gaussian light sheet imaging, our method greatly mitigates the compromise of axial resolution and successfully extends the FOV over 100 times. We demonstrate the applications of PULSE method by rapidly imaging cleared mouse spinal cord and live zebrafish larva at isotropic subcellular resolution.
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Affiliation(s)
- Junyu Ping
- Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China
| | - Fang Zhao
- Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China
| | - Jun Nie
- Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China
| | - Tingting Yu
- Huazhong University of Science and Technology, Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Wuhan, China
| | - Dan Zhu
- Huazhong University of Science and Technology, Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Wuhan, China
| | - Mugen Liu
- Huazhong University of Science and Technology, College of Life Science and Technology, Wuhan, China
| | - Peng Fei
- Huazhong University of Science and Technology, School of Optical and Electronic Information, Wuhan, China
- Huazhong University of Science and Technology, Britton Chance Center for Biomedical Photonics, Wuhan National Laboratory for Optoelectronics, Wuhan, China
- Huazhong University of Science and Technology, Shenzhen Research Institute, Shenzhen, China
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44
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Gálvez-Santisteban M, Chen D, Zhang R, Serrano R, Nguyen C, Zhao L, Nerb L, Masutani EM, Vermot J, Burns CG, Burns CE, del Álamo JC, Chi NC. Hemodynamic-mediated endocardial signaling controls in vivo myocardial reprogramming. eLife 2019; 8:e44816. [PMID: 31237233 PMCID: PMC6592682 DOI: 10.7554/elife.44816] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 06/03/2019] [Indexed: 12/31/2022] Open
Abstract
Lower vertebrate and neonatal mammalian hearts exhibit the remarkable capacity to regenerate through the reprogramming of pre-existing cardiomyocytes. However, how cardiac injury initiates signaling pathways controlling this regenerative reprogramming remains to be defined. Here, we utilize in vivo biophysical and genetic fate mapping zebrafish studies to reveal that altered hemodynamic forces due to cardiac injury activate a sequential endocardial-myocardial signaling cascade to direct cardiomyocyte reprogramming and heart regeneration. Specifically, these altered forces are sensed by the endocardium through the mechanosensitive channel Trpv4 to control Klf2a transcription factor expression. Consequently, Klf2a then activates endocardial Notch signaling which results in the non-cell autonomous initiation of myocardial Erbb2 and BMP signaling to promote cardiomyocyte reprogramming and heart regeneration. Overall, these findings not only reveal how the heart senses and adaptively responds to environmental changes due to cardiac injury, but also provide insight into how flow-mediated mechanisms may regulate cardiomyocyte reprogramming and heart regeneration.
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Affiliation(s)
- Manuel Gálvez-Santisteban
- Department of Medicine, Division of CardiologyUniversity of California, San DiegoLa JollaUnited States
| | - Danni Chen
- Department of Medicine, Division of CardiologyUniversity of California, San DiegoLa JollaUnited States
| | - Ruilin Zhang
- State Key Laboratory of Genetic Engineering, School of Life SciencesFudan UniversityShanghaiChina
| | - Ricardo Serrano
- Mechanical and Aerospace Engineering DepartmentUniversity of California, San DiegoLa JollaUnited States
| | - Cathleen Nguyen
- Mechanical and Aerospace Engineering DepartmentUniversity of California, San DiegoLa JollaUnited States
| | - Long Zhao
- Department of Medicine, Cardiovascular Research CenterMassachusetts General Hospital and Harvard Medical SchoolCharlestownUnited States
| | - Laura Nerb
- Department of Medicine, Division of CardiologyUniversity of California, San DiegoLa JollaUnited States
| | - Evan M Masutani
- Department of Medicine, Division of CardiologyUniversity of California, San DiegoLa JollaUnited States
| | - Julien Vermot
- Institut de Génétique et de Biologie Moléculaire et CellulaireCentre National de la Recherche Scientifique, UMR7104, INSERM U964, Université de StrasbourgIllkirchFrance
| | - Charles Geoffrey Burns
- Department of Medicine, Cardiovascular Research CenterMassachusetts General Hospital and Harvard Medical SchoolCharlestownUnited States
| | - Caroline E Burns
- Department of Medicine, Cardiovascular Research CenterMassachusetts General Hospital and Harvard Medical SchoolCharlestownUnited States
| | - Juan C del Álamo
- Mechanical and Aerospace Engineering DepartmentUniversity of California, San DiegoLa JollaUnited States
- Institute for Engineering in MedicineUniversity of California, San DiegoLa JollaUnited States
| | - Neil C Chi
- Department of Medicine, Division of CardiologyUniversity of California, San DiegoLa JollaUnited States
- Institute for Engineering in MedicineUniversity of California, San DiegoLa JollaUnited States
- Institute of Genomic MedicineUniversity of California, San DiegoLa JollaUnited States
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45
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Chen J, Ding Y, Chen M, Gau J, Jen N, Nahal C, Tu S, Chen C, Zhou S, Chang CC, Lyu J, Xu X, Hsiai TK, Packard RRS. Displacement analysis of myocardial mechanical deformation (DIAMOND) reveals segmental susceptibility to doxorubicin-induced injury and regeneration. JCI Insight 2019; 4:125362. [PMID: 30996130 PMCID: PMC6538350 DOI: 10.1172/jci.insight.125362] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2018] [Accepted: 02/27/2019] [Indexed: 12/27/2022] Open
Abstract
Zebrafish are increasingly utilized to model cardiomyopathies and regeneration. Current methods evaluating cardiac function have known limitations, fail to reliably detect focal mechanics, and are not readily feasible in zebrafish. We developed a semiautomated, open-source method - displacement analysis of myocardial mechanical deformation (DIAMOND) - for quantitative assessment of 4D segmental cardiac function. We imaged transgenic embryonic zebrafish in vivo using a light-sheet fluorescence microscopy system with 4D cardiac motion synchronization. Our method permits the derivation of a transformation matrix to quantify the time-dependent 3D displacement of segmental myocardial mass centroids. Through treatment with doxorubicin, and by chemically and genetically manipulating the myocardial injury-activated Notch signaling pathway, we used DIAMOND to demonstrate that basal ventricular segments adjacent to the atrioventricular canal display the highest 3D displacement and are also the most susceptible to doxorubicin-induced injury. Thus, DIAMOND provides biomechanical insights into in vivo segmental cardiac function scalable to high-throughput research applications.
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Affiliation(s)
- Junjie Chen
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
| | - Yichen Ding
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine
| | - Michael Chen
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
| | - Jonathan Gau
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine
| | - Nelson Jen
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine
| | - Chadi Nahal
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
| | - Sally Tu
- Department of Neuroscience, College of Letters and Science, University of California, Los Angeles, California, USA
| | - Cynthia Chen
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
| | - Steve Zhou
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine
| | - Chih-Chiang Chang
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
| | - Jintian Lyu
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
| | - Xiaolei Xu
- Department of Biochemistry and Molecular Biology, Mayo Clinic College of Medicine, Rochester, Minnesota, USA
| | - Tzung K. Hsiai
- Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences
- Division of Cardiology, Department of Medicine, David Geffen School of Medicine
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46
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Hsu JJ, Vedula V, Baek KI, Chen C, Chen J, Chou MI, Lam J, Subhedar S, Wang J, Ding Y, Chang CC, Lee J, Demer LL, Tintut Y, Marsden AL, Hsiai TK. Contractile and hemodynamic forces coordinate Notch1b-mediated outflow tract valve formation. JCI Insight 2019; 5:124460. [PMID: 30973827 DOI: 10.1172/jci.insight.124460] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Biomechanical forces and endothelial-to-mesenchymal transition (EndoMT) are known to mediate valvulogenesis. However, the relative contributions of myocardial contractile and hemodynamic shear forces remain poorly understood. We integrated 4-D light-sheet imaging of transgenic zebrafish models with moving-domain computational fluid dynamics to determine effects of changes in contractile forces and fluid wall shear stress (WSS) on ventriculobulbar (VB) valve development. Augmentation of myocardial contractility with isoproterenol increased both WSS and Notch1b activity in the developing outflow tract (OFT) and resulted in VB valve hyperplasia. Increasing WSS in the OFT, achieved by increasing blood viscosity through EPO mRNA injection, also resulted in VB valve hyperplasia. Conversely, decreasing myocardial contractility by Tnnt2a morpholino oligonucleotide (MO) administration, 2,3-butanedione monoxime treatment, or Plcγ1 inhibition completely blocked VB valve formation, which could not be rescued by increasing WSS or activating Notch. Decreasing WSS in the OFT, achieved by slowing heart rate with metoprolol or reducing viscosity with Gata1a MO, did not affect VB valve formation. Immunofluorescent staining with the mesenchymal marker, DM-GRASP, revealed that biomechanical force-mediated Notch1b activity is implicated in EndoMT to modulate valve morphology. Altogether, increases in WSS result in Notch1b- EndoMT-mediated VB valve hyperplasia, whereas decreases in contractility result in reduced Notch1b activity, absence of EndoMT, and VB valve underdevelopment. Thus, we provide developmental mechanotransduction mechanisms underlying Notch1b-mediated EndoMT in the OFT.
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Affiliation(s)
- Jeffrey J Hsu
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, California, USA
| | - Vijay Vedula
- Departments of Pediatrics and Bioengineering, Stanford University, Stanford, California, USA
| | - Kyung In Baek
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Cynthia Chen
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Junjie Chen
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Man In Chou
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Jeffrey Lam
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Shivani Subhedar
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Jennifer Wang
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Yichen Ding
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | | | - Juhyun Lee
- Department of Bioengineering, University of Texas - Arlington, Arlington, Texas, USA
| | - Linda L Demer
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, California, USA.,Department of Bioengineering, UCLA, Los Angeles, California, USA.,Department of Physiology, UCLA, Los Angeles, California, USA
| | - Yin Tintut
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, California, USA.,Department of Physiology, UCLA, Los Angeles, California, USA
| | - Alison L Marsden
- Departments of Pediatrics and Bioengineering, Stanford University, Stanford, California, USA
| | - Tzung K Hsiai
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, California, USA.,Department of Bioengineering, UCLA, Los Angeles, California, USA
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47
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NOTCH Signaling Is Activated through Mechanical Strain in Human Bone Marrow-Derived Mesenchymal Stromal Cells. Stem Cells Int 2019; 2019:5150634. [PMID: 30936923 PMCID: PMC6413410 DOI: 10.1155/2019/5150634] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Accepted: 10/28/2018] [Indexed: 11/18/2022] Open
Abstract
Skeletal development and remodeling of adult bone are critically controlled by activated NOTCH signaling in genetically modified mice. It is yet unclear whether NOTCH signaling is activated by mechanical strain sensed by bone cells. We found that expression of specific NOTCH target genes is induced after in vivo tibial mechanical loading in wild-type mice. We further applied mechanical strain through cyclic stretching in human bone marrow-derived mesenchymal stromal cells (BMSCs) in vitro by using a bioreactor system and detected upregulation of NOTCH target gene expression. Inhibition of the NOTCH pathway in primary BMSCs as well as telomerase-immortalized human BMSCs (hMSC-TERT) through the gamma-secretase inhibitor GSI XII blocked mechanotransduction and modulated actin cytoskeleton organization. Short-hairpin RNA gene silencing identified NOTCH2 as the key receptor mediating NOTCH effects on hMSC-TERT cells. Our data indicate a functional link between NOTCH activation and mechanotransduction in human BMSCs. We suggest that NOTCH signaling is an important contributor to molecular mechanisms that mediate the bone formation response to mechanical strain.
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48
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Min E, Schwartz MA. Translocating transcription factors in fluid shear stress-mediated vascular remodeling and disease. Exp Cell Res 2019; 376:92-97. [PMID: 30633880 DOI: 10.1016/j.yexcr.2019.01.005] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2018] [Revised: 01/04/2019] [Accepted: 01/07/2019] [Indexed: 02/06/2023]
Abstract
Endothelial cells are exposed to fluid shear stress profiles that vary in magnitude, pulsatility, and directionality due to regional variations in blood vessel structure. Laminar flow at physiological levels is atheroprotective; multidirectional or reversing low (disturbed) flow promotes inflammation and disease; and high or low laminar flow promote outward or inward remodeling, respectively. However, our understanding of how endothelial cells discern these different flow profiles and regulate gene expression accordingly is limited. This article reviews recent studies that identify the TGFβ/Smad, Notch, Yap/Taz, and Wnt/β-catenin pathways as important mediators of flow profile- and magnitude-dependent signaling.
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Affiliation(s)
- Elizabeth Min
- Department of Cell Biology, Yale School of Medicine, United States; Yale Cardiovascular Research Center, United States
| | - Martin A Schwartz
- Department of Cell Biology, Yale School of Medicine, United States; Yale Cardiovascular Research Center, United States; Department of Medicine (Cardiology), United States; Department of Biomedical Engineering, United States.
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49
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Jiménez-Amilburu V, Stainier DYR. The transmembrane protein Crb2a regulates cardiomyocyte apicobasal polarity and adhesion in zebrafish. Development 2019; 146:dev.171207. [DOI: 10.1242/dev.171207] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 04/08/2019] [Indexed: 12/21/2022]
Abstract
Tissue morphogenesis requires changes in cell-cell adhesion as well as in cell shape and polarity. Cardiac trabeculation is a morphogenetic process essential to form a functional ventricular wall. Here we show that zebrafish hearts lacking Crb2a, a component of the Crumbs polarity complex, display compact wall integrity defects and fail to form trabeculae. Crb2a localization is very dynamic at a time when other cardiomyocyte junctional proteins also relocalize. Before the initiation of cardiomyocyte delamination to form the trabecular layer, Crb2a is expressed in all ventricular cardiomyocytes and colocalizes with the junctional protein ZO-1. Subsequently, Crb2a becomes localized all along the apical membrane of compact layer cardiomyocytes and is downregulated in the delaminating cardiomyocytes. We show that blood flow and Nrg/ErbB2 signaling regulate Crb2a localization dynamics. crb2a−/− display a multilayered wall with polarized cardiomyocytes, a unique phenotype. Our data further indicate that Crb2a regulates cardiac trabeculation by controlling the localization of tight and adherens junction proteins in cardiomyocytes. Importantly, transplantation data show that Crb2a controls CM behavior in a cell-autonomous manner in the sense that crb2a−/− cardiomyocytes transplanted into wild-type animals were always found in the trabecular layer. Altogether, our study reveals a critical role for Crb2a during cardiac development.
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Affiliation(s)
- Vanesa Jiménez-Amilburu
- Department of Developmental Genetics, Max Planck Institute for Heart and Lung Research, 61231 Bad Nauheim, Germany
| | - Didier Y. R. Stainier
- Department of Developmental Genetics, Max Planck Institute for Heart and Lung Research, 61231 Bad Nauheim, Germany
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50
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Driessen RCH, Stassen OMJA, Sjöqvist M, Suarez Rodriguez F, Grolleman J, Bouten CVC, Sahlgren CM. Shear stress induces expression, intracellular reorganization and enhanced Notch activation potential of Jagged1. Integr Biol (Camb) 2018; 10:719-726. [PMID: 30328449 PMCID: PMC6256362 DOI: 10.1039/c8ib00036k] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 09/15/2018] [Indexed: 01/20/2023]
Abstract
Notch signaling and blood flow regulate vascular formation and maturation, but how shear stress affects the different components of the Notch pathway in endothelial cells is poorly understood. We show that laminar shear stress results in a ligand specific gene expression profile in endothelial cells (HUVEC). JAG1 expression increases while DLL4 expression decreases. Jagged1 shows a unique response by clustering intracellularly six to nine hours after the onset of flow. The formation of the Jagged1 clusters requires protein production, ER export and endocytosis. Clustering is associated with reduced membrane levels but is not affected by Notch signaling activity. Jagged1 relocalization is reversible, the clusters disappear and membrane levels increase upon removal of shear stress. We further demonstrate that the signaling potential of endothelial cells is enhanced after exposure to shear stress. Together we demonstrate a Jagged1 specific shear stress response for Notch signaling in endothelial cells.
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Affiliation(s)
- R. C. H. Driessen
- Department of Biomedical Engineering, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
.
- Institute for Complex Molecular Systems, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
| | - O. M. J. A. Stassen
- Department of Biomedical Engineering, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
.
| | - M. Sjöqvist
- Faculty of Science and Engineering, Biosciences, Åbo Akademi University
,
Turku
, Finland
| | - F. Suarez Rodriguez
- Faculty of Science and Engineering, Biosciences, Åbo Akademi University
,
Turku
, Finland
| | - J. Grolleman
- Department of Biomedical Engineering, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
.
| | - C. V. C. Bouten
- Department of Biomedical Engineering, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
.
- Institute for Complex Molecular Systems, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
| | - C. M. Sahlgren
- Department of Biomedical Engineering, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
.
- Institute for Complex Molecular Systems, Eindhoven University of Technology
,
Eindhoven
, The Netherlands
- Faculty of Science and Engineering, Biosciences, Åbo Akademi University
,
Turku
, Finland
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