51
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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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52
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Baek KI, Ding Y, Chang CC, Chang M, Sevag Packard RR, Hsu JJ, Fei P, Hsiai TK. Advanced microscopy to elucidate cardiovascular injury and regeneration: 4D light-sheet imaging. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2018; 138:105-115. [PMID: 29752956 PMCID: PMC6226366 DOI: 10.1016/j.pbiomolbio.2018.05.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 04/30/2018] [Accepted: 05/04/2018] [Indexed: 12/20/2022]
Abstract
The advent of 4-dimensional (4D) light-sheet fluorescence microscopy (LSFM) has provided an entry point for rapid image acquisition to uncover real-time cardiovascular structure and function with high axial resolution and minimal photo-bleaching/-toxicity. We hereby review the fundamental principles of our LSFM system to investigate cardiovascular morphogenesis and regeneration after injury. LSFM enables us to reveal the micro-circulation of blood cells in the zebrafish embryo and assess cardiac ventricular remodeling in response to chemotherapy-induced injury using an automated segmentation approach. Next, we review two distinct mechanisms underlying zebrafish vascular regeneration following tail amputation. We elucidate the role of endothelial Notch signaling to restore vascular regeneration after exposure to the redox active ultrafine particles (UFP) in air pollutants. By manipulating the blood viscosity and subsequently, endothelial wall shear stress, we demonstrate the mechanism whereby hemodynamic shear forces impart both mechanical and metabolic effects to modulate vascular regeneration. Overall, the implementation of 4D LSFM allows for the elucidation of mechanisms governing cardiovascular injury and regeneration with high spatiotemporal resolution.
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Affiliation(s)
- Kyung In Baek
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Yichen Ding
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Chih-Chiang Chang
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Megan Chang
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - René R Sevag Packard
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Jeffrey J Hsu
- Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Peng Fei
- School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan 430074, China.
| | - Tzung K Hsiai
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90095, USA; Department of Medicine, David Geffen School of Medicine at University of California, Los Angeles, Los Angeles, CA 90095, USA; Medical Engineering, California Institute of Technology, Pasadena, CA 91106, USA.
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53
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Courchaine K, Rugonyi S. Quantifying blood flow dynamics during cardiac development: demystifying computational methods. Philos Trans R Soc Lond B Biol Sci 2018; 373:20170330. [PMID: 30249779 PMCID: PMC6158206 DOI: 10.1098/rstb.2017.0330] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/22/2018] [Indexed: 12/27/2022] Open
Abstract
Blood flow conditions (haemodynamics) are crucial for proper cardiovascular development. Indeed, blood flow induces biomechanical adaptations and mechanotransduction signalling that influence cardiovascular growth and development during embryonic stages and beyond. Altered blood flow conditions are a hallmark of congenital heart disease, and disrupted blood flow at early embryonic stages is known to lead to congenital heart malformations. In spite of this, many of the mechanisms by which blood flow mechanics affect cardiovascular development remain unknown. This is due in part to the challenges involved in quantifying blood flow dynamics and the forces exerted by blood flow on developing cardiovascular tissues. Recent technologies, however, have allowed precise measurement of blood flow parameters and cardiovascular geometry even at early embryonic stages. Combined with computational fluid dynamics techniques, it is possible to quantify haemodynamic parameters and their changes over development, which is a crucial step in the quest for understanding the role of mechanical cues on heart and vascular formation. This study summarizes some fundamental aspects of modelling blood flow dynamics, with a focus on three-dimensional modelling techniques, and discusses relevant studies that are revealing the details of blood flow and their influence on cardiovascular development.This article is part of the Theo Murphy meeting issue 'Mechanics of development'.
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Affiliation(s)
- Katherine Courchaine
- Biomedical Engineering, Oregon Health and Science University, Portland, OR 97239, USA
| | - Sandra Rugonyi
- Biomedical Engineering, Oregon Health and Science University, Portland, OR 97239, USA
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54
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Ding Y, Bailey Z, Messerschmidt V, Nie J, Bryant R, Rugonyi S, Fei P, Lee J, Hsiai TK. Light-sheet Fluorescence Microscopy for the Study of the Murine Heart. J Vis Exp 2018. [PMID: 30272656 DOI: 10.3791/57769] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Light-sheet fluorescence microscopy has been widely used for rapid image acquisition with a high axial resolution from micrometer to millimeter scale. Traditional light-sheet techniques involve the use of a single illumination beam directed orthogonally at sample tissue. Images of large samples that are produced using a single illumination beam contain stripes or artifacts and suffer from a reduced resolution due to the scattering and absorption of light by the tissue. This study uses a dual-sided illumination beam and a simplified CLARITY optical clearing technique for the murine heart. These techniques allow for deeper imaging by removing lipids from the heart and produce a large field of imaging, greater than 10 x 10 x 10 mm3. As a result, this strategy enables us to quantify the ventricular dimensions, track the cardiac lineage, and localize the spatial distribution of cardiac-specific proteins and ion-channels from the post-natal to adult mouse hearts with sufficient contrast and resolution.
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Affiliation(s)
- Yichen Ding
- Department of Bioengineering, University of California Los Angeles
| | - Zachary Bailey
- Department of Bioengineering, University of Texas at Arlington
| | | | - Jun Nie
- School of Optical and Electronic Information, Huazhong University of Science and Technology
| | - Richard Bryant
- Department of Bioengineering, University of Texas at Arlington
| | | | - Peng Fei
- School of Optical and Electronic Information, Huazhong University of Science and Technology
| | - Juhyun Lee
- Department of Bioengineering, University of California Los Angeles; Department of Bioengineering, University of Texas at Arlington;
| | - Tzung K Hsiai
- Department of Bioengineering, University of California Los Angeles;
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55
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Courchaine K, Rykiel G, Rugonyi S. Influence of blood flow on cardiac development. PROGRESS IN BIOPHYSICS AND MOLECULAR BIOLOGY 2018; 137:95-110. [PMID: 29772208 PMCID: PMC6109420 DOI: 10.1016/j.pbiomolbio.2018.05.005] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 04/06/2018] [Accepted: 05/08/2018] [Indexed: 12/11/2022]
Abstract
The role of hemodynamics in cardiovascular development is not well understood. Indeed, it would be remarkable if it were, given the dauntingly complex array of intricately synchronized genetic, molecular, mechanical, and environmental factors at play. However, with congenital heart defects affecting around 1 in 100 human births, and numerous studies pointing to hemodynamics as a factor in cardiovascular morphogenesis, this is not an area in which we can afford to remain in the dark. This review seeks to present the case for the importance of research into the biomechanics of the developing cardiovascular system. This is accomplished by i) illustrating the basics of some of the highly complex processes involved in heart development, and discussing the known influence of hemodynamics on those processes; ii) demonstrating how altered hemodynamic environments have the potential to bring about morphological anomalies, citing studies in multiple animal models with a variety of perturbation methods; iii) providing examples of widely used technological innovations which allow for accurate measurement of hemodynamic parameters in embryos; iv) detailing the results of studies in avian embryos which point to exciting correlations between various hemodynamic manipulations in early development and phenotypic defect incidence in mature hearts; and finally, v) stressing the relevance of uncovering specific biomechanical pathways involved in cardiovascular formation and remodeling under adverse conditions, to the potential treatment of human patients. The time is ripe to unravel the contributions of hemodynamics to cardiac development, and to recognize their frequently neglected role in the occurrence of heart malformation phenotypes.
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Affiliation(s)
- Katherine Courchaine
- Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland OR, USA
| | - Graham Rykiel
- Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland OR, USA
| | - Sandra Rugonyi
- Biomedical Engineering, School of Medicine, Oregon Health & Science University, Portland OR, USA.
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56
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Ding Y, Ma J, Langenbacher AD, Baek KI, Lee J, Chang CC, Hsu JJ, Kulkarni RP, Belperio J, Shi W, Ranjbarvaziri S, Ardehali R, Tintut Y, Demer LL, Chen JN, Fei P, Packard RRS, Hsiai TK. Multiscale light-sheet for rapid imaging of cardiopulmonary system. JCI Insight 2018; 3:121396. [PMID: 30135307 PMCID: PMC6141183 DOI: 10.1172/jci.insight.121396] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The ability to image tissue morphogenesis in real-time and in 3-dimensions (3-D) remains an optical challenge. The advent of light-sheet fluorescence microscopy (LSFM) has advanced developmental biology and tissue regeneration research. In this review, we introduce a LSFM system in which the illumination lens reshapes a thin light-sheet to rapidly scan across a sample of interest while the detection lens orthogonally collects the imaging data. This multiscale strategy provides deep-tissue penetration, high-spatiotemporal resolution, and minimal photobleaching and phototoxicity, allowing in vivo visualization of a variety of tissues and processes, ranging from developing hearts in live zebrafish embryos to ex vivo interrogation of the microarchitecture of optically cleared neonatal hearts. Here, we highlight multiple applications of LSFM and discuss several studies that have allowed better characterization of developmental and pathological processes in multiple models and tissues. These findings demonstrate the capacity of multiscale light-sheet imaging to uncover cardiovascular developmental and regenerative phenomena.
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Affiliation(s)
- Yichen Ding
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Jianguo Ma
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- School of Instrumentation Science and Opto-electronics Engineering, Beihang University, Beijing, China
- Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, Beijing, China
| | - Adam D. Langenbacher
- Department of Molecular, Cell and Developmental Biology, UCLA, Los Angeles, California, USA
| | - Kyung In Baek
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | - Juhyun Lee
- Department of Bioengineering, UCLA, Los Angeles, California, USA
| | | | - Jeffrey J. Hsu
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Rajan P. Kulkarni
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - John Belperio
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Wei Shi
- Developmental Biology and Regenerative Medicine Program, Department of Surgery, Children’s Hospital Los Angeles, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | | | - Reza Ardehali
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Yin Tintut
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Linda L. Demer
- Department of Medicine, David Geffen School of Medicine at UCLA, and
| | - Jau-Nian Chen
- Department of Molecular, Cell and Developmental Biology, UCLA, Los Angeles, California, USA
| | - Peng Fei
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, China
| | | | - Tzung K. Hsiai
- Department of Medicine, David Geffen School of Medicine at UCLA, and
- Department of Bioengineering, UCLA, Los Angeles, California, USA
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57
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Abiri A, Ding Y, Abiri P, Packard RRS, Vedula V, Marsden A, Kuo CCJ, Hsiai TK. Simulating Developmental Cardiac Morphology in Virtual Reality Using a Deformable Image Registration Approach. Ann Biomed Eng 2018; 46:2177-2188. [PMID: 30112710 DOI: 10.1007/s10439-018-02113-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2018] [Accepted: 08/07/2018] [Indexed: 10/28/2022]
Abstract
While virtual reality (VR) has potential in enhancing cardiovascular diagnosis and treatment, prerequisite labor-intensive image segmentation remains an obstacle for seamlessly simulating 4-dimensional (4-D, 3-D + time) imaging data in an immersive, physiological VR environment. We applied deformable image registration (DIR) in conjunction with 3-D reconstruction and VR implementation to recapitulate developmental cardiac contractile function from light-sheet fluorescence microscopy (LSFM). This method addressed inconsistencies that would arise from independent segmentations of time-dependent data, thereby enabling the creation of a VR environment that fluently simulates cardiac morphological changes. By analyzing myocardial deformation at high spatiotemporal resolution, we interfaced quantitative computations with 4-D VR. We demonstrated that our LSFM-captured images, followed by DIR, yielded average dice similarity coefficients of 0.92 ± 0.05 (n = 510) and 0.93 ± 0.06 (n = 240) when compared to ground truth images obtained from Otsu thresholding and manual segmentation, respectively. The resulting VR environment simulates a wide-angle zoomed-in view of motion in live embryonic zebrafish hearts, in which the cardiac chambers are undergoing structural deformation throughout the cardiac cycle. Thus, this technique allows for an interactive micro-scale VR visualization of developmental cardiac morphology to enable high resolution simulation for both basic and clinical science.
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Affiliation(s)
- Arash Abiri
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA.,Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA.,Department of Biomedical Engineering, University of California, Irvine, CA, 92697, USA
| | - Yichen Ding
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA.,Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Parinaz Abiri
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA.,Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - René R Sevag Packard
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Vijay Vedula
- Department of Pediatrics (Cardiology), Stanford University, Stanford, CA, 94305, USA
| | - Alison Marsden
- Department of Pediatrics (Cardiology), Stanford University, Stanford, CA, 94305, USA.,Department of Bioengineering, Stanford University, Stanford, CA, 94305, USA.,Institute for Computational and Mathematical Engineering, Stanford University, Stanford, CA, 94305, USA
| | - C-C Jay Kuo
- Department of Electrical Engineering, University of Southern California, Los Angeles, CA, 90089, USA
| | - Tzung K Hsiai
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA. .,Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA. .,Medical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA.
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58
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Messerschmidt V, Bailey Z, Baek KI, Bryant R, Li R, Hsiai TK, Lee J. Light-sheet Fluorescence Microscopy to Capture 4-Dimensional Images of the Effects of Modulating Shear Stress on the Developing Zebrafish Heart. J Vis Exp 2018. [PMID: 30148501 DOI: 10.3791/57763] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
The hemodynamic forces experienced by the heart influence cardiac development, especially trabeculation, which forms a network of branching outgrowths from the myocardium. Genetic program defects in the Notch signaling cascade are involved in ventricular defects such as Left Ventricular Non-Compaction Cardiomyopathy or Hypoplastic Left Heart Syndrome. Using this protocol, it can be determined that shear stress driven trabeculation and Notch signaling are related to one another. Using Light-sheet Fluorescence Microscopy, visualization of the developing zebrafish heart was possible. In this manuscript, it was assessed whether hemodynamic forces modulate the initiation of trabeculation via Notch signaling and thus, influence contractile function occurs. For qualitative and quantitative shear stress analysis, 4-D (3-D+time) images were acquired during zebrafish cardiac morphogenesis, and integrated light-sheet fluorescence microscopy with 4-D synchronization captured the ventricular motion. Blood viscosity was reduced via gata1a-morpholino oligonucleotides (MO) micro-injection to decrease shear stress, thereby, down-regulating Notch signaling and attenuating trabeculation. Co-injection of Nrg1 mRNA with gata1a MO rescued Notch-related genes to restore trabeculation. To confirm shear stress driven Notch signaling influences trabeculation, cardiomyocyte contraction was further arrested via tnnt2a-MO to reduce hemodynamic forces, thereby, down-regulating Notch target genes to develop a non-trabeculated myocardium. Finally, corroboration of the expression patterns of shear stress-responsive Notch genes was conducted by subjecting endothelial cells to pulsatile flow. Thus, the 4-D light-sheet microscopy uncovered hemodynamic forces underlying Notch signaling and trabeculation with clinical relevance to non-compaction cardiomyopathy.
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Affiliation(s)
| | - Zachary Bailey
- Department of Bioengineering, The University of Texas at Arlington
| | - Kyung In Baek
- Department of Medicine (Cardiology) and Bioengineering, UCLA
| | - Richard Bryant
- Department of Bioengineering, The University of Texas at Arlington
| | - Rongsong Li
- Department of Medicine (Cardiology) and Bioengineering, UCLA
| | - Tzung K Hsiai
- Department of Medicine (Cardiology) and Bioengineering, UCLA
| | - Juhyun Lee
- Department of Bioengineering, The University of Texas at Arlington;
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59
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Hoog TG, Fredrickson SJ, Hsu CW, Senger SM, Dickinson ME, Udan RS. The effects of reduced hemodynamic loading on morphogenesis of the mouse embryonic heart. Dev Biol 2018; 442:127-137. [PMID: 30012423 DOI: 10.1016/j.ydbio.2018.07.007] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Revised: 07/09/2018] [Accepted: 07/10/2018] [Indexed: 12/20/2022]
Abstract
Development of the embryonic heart involves an intricate network of biochemical and genetic cues to ensure its proper growth and morphogenesis. However, studies from avian and teleost models reveal that biomechanical force, namely hemodynamic loading (blood pressure and shear stress), plays a significant role in regulating heart development. To study how hemodynamic loading impacts development of the mammalian embryonic heart, we utilized mouse embryo culture and manipulation techniques and performed optical projection tomography imaging followed by morphometric analysis to determine how reduced-loading affects heart volume, myocardial thickness, trabeculation and looping. Our results reveal that hemodynamic loading can regulate these features at different thresholds. Intermediate levels of hemodynamic loading are sufficient to promote proper myocardial growth and heart size, but insufficient to promote looping and trabeculation. Whereas, low levels of hemodynamic loading fails to promote proper growth of the myocardium and heart size. These results reveal that the regulation of heart development by biomechanical force is conserved across many vertebrate classes, and this study begins to elucidate how these specific forces regulate development of the mammalian heart.
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Affiliation(s)
- Tanner G Hoog
- Department of Biology, Missouri State University, United States
| | | | - Chih-Wei Hsu
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, United States
| | - Steven M Senger
- Department of Mathematics, Missouri State University, United States
| | - Mary E Dickinson
- Department of Molecular Physiology and Biophysics, Baylor College of Medicine, United States
| | - Ryan S Udan
- Department of Biology, Missouri State University, United States.
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60
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Lee J, Vedula V, Baek KI, Chen J, Hsu JJ, Ding Y, Chang CC, Kang H, Small A, Fei P, Chuong CM, Li R, Demer L, Packard RRS, Marsden AL, Hsiai TK. Spatial and temporal variations in hemodynamic forces initiate cardiac trabeculation. JCI Insight 2018; 3:96672. [PMID: 29997298 PMCID: PMC6124527 DOI: 10.1172/jci.insight.96672] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2017] [Accepted: 05/18/2018] [Indexed: 11/17/2022] Open
Abstract
Hemodynamic shear force has been implicated as modulating Notch signaling-mediated cardiac trabeculation. Whether the spatiotemporal variations in wall shear stress (WSS) coordinate the initiation of trabeculation to influence ventricular contractile function remains unknown. Using light-sheet fluorescent microscopy, we reconstructed the 4D moving domain and applied computational fluid dynamics to quantify 4D WSS along the trabecular ridges and in the groves. In WT zebrafish, pulsatile shear stress developed along the trabecular ridges, with prominent endocardial Notch activity at 3 days after fertilization (dpf), and oscillatory shear stress developed in the trabecular grooves, with epicardial Notch activity at 4 dpf. Genetic manipulations were performed to reduce hematopoiesis and inhibit atrial contraction to lower WSS in synchrony with attenuation of oscillatory shear index (OSI) during ventricular development. γ-Secretase inhibitor of Notch intracellular domain (NICD) abrogated endocardial and epicardial Notch activity. Rescue with NICD mRNA restored Notch activity sequentially from the endocardium to trabecular grooves, which was corroborated by observed Notch-mediated cardiomyocyte proliferations on WT zebrafish trabeculae. We also demonstrated in vitro that a high OSI value correlated with upregulated endothelial Notch-related mRNA expression. In silico computation of energy dissipation further supports the role of trabeculation to preserve ventricular structure and contractile function. Thus, spatiotemporal variations in WSS coordinate trabecular organization for ventricular contractile function.
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Affiliation(s)
- Juhyun Lee
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
- Joint Department of Bioengineering, University of Texas at Arlington/University of Texas Southwestern Medical Center, Arlington, Texas, USA
| | - Vijay Vedula
- Department of Pediatrics and Bioengineering, Stanford University, Stanford, California, USA
| | - Kyung In Baek
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Junjie Chen
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Jeffrey J. Hsu
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Yichen Ding
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Chih-Chiang Chang
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Hanul Kang
- Division of Cardiology, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Adam Small
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Peng Fei
- School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Cheng-ming Chuong
- Department of Pathology, University of Southern California, Los Angeles, California, USA
| | - Rongsong Li
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - Linda Demer
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
| | - René R. Sevag Packard
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
- Division of Cardiology, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
| | - Alison L. Marsden
- Department of Pediatrics and Bioengineering, Stanford University, Stanford, California, USA
| | - Tzung K. Hsiai
- Division of Cardiology, Department of Medicine and Bioengineering, UCLA, Los Angeles, California, USA
- Joint Department of Bioengineering, University of Texas at Arlington/University of Texas Southwestern Medical Center, Arlington, Texas, USA
- Division of Cardiology, VA Greater Los Angeles Healthcare System, Los Angeles, California, USA
- Medical Engineering, California Institute of Technology, Pasadena, California, USA
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61
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Kheradvar A, Zareian R, Kawauchi S, Goodwin RL, Rugonyi S. Animal Models for Heart Valve Research and Development. ACTA ACUST UNITED AC 2018; 24:55-62. [PMID: 30631375 DOI: 10.1016/j.ddmod.2018.04.001] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Valvular heart disease is the third-most common cause of heart problems in the United States. Malfunction of the valves can be acquired or congenital and each may lead either to stenosis or regurgitation, or even both in some cases. Heart valve disease is a progressive disease, which is irreversible and may be fatal if left untreated. Pharmacological agents cannot currently prevent valvular calcification or help repair damaged valves, as valve tissue is unable to regenerate spontaneously. Thus, heart valve replacement/repair is the only current available treatment. Heart valve research and development is currently focused on two parallel paths; first, research that aims to understand the underlying mechanisms for heart valve disease to emerge with an ultimate goal to devise medical treatment; and second, efforts to develop repair and replacement options for a diseased valve. Studies that focus on developmental malformation, genetic and disease epigenetics usually employ small animal models that are easy to access for in vivo imaging that minimally disturbs their environment during early stages of development. Alternatively, studies that aim to develop novel device for replacement and repair of diseased valves often employ large animals whose heart size and anatomy closely replicate human's. This paper aims to briefly review the current state-of-the-art animal models, and justification to use an animal model for a particular heart valve related project.
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62
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Baek KI, Packard RRS, Hsu JJ, Saffari A, Ma Z, Luu AP, Pietersen A, Yen H, Ren B, Ding Y, Sioutas C, Li R, Hsiai TK. Ultrafine Particle Exposure Reveals the Importance of FOXO1/Notch Activation Complex for Vascular Regeneration. Antioxid Redox Signal 2018; 28:1209-1223. [PMID: 29037123 PMCID: PMC5912723 DOI: 10.1089/ars.2017.7166] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
AIMS Redox active ultrafine particles (UFP, d < 0.2 μm) promote vascular oxidative stress and atherosclerosis. Notch signaling is intimately involved in vascular homeostasis, in which forkhead box O1 (FOXO1) acts as a co-activator of the Notch activation complex. We elucidated the importance of FOXO1/Notch transcriptional activation complex to restore vascular regeneration after UFP exposure. RESULTS In a zebrafish model of tail injury and repair, transgenic Tg(fli1:GFP) embryos developed vascular regeneration at 3 days post amputation (dpa), whereas UFP exposure impaired regeneration (p < 0.05, n = 20 for control, n = 28 for UFP). UFP dose dependently reduced Notch reporter activity and Notch signaling-related genes (Dll4, JAG1, JAG2, Notch1b, Hey2, Hes1; p < 0.05, n = 3). In the transgenic Tg(tp1:GFP; flk1:mCherry) embryos, UFP attenuated endothelial Notch activity at the amputation site (p < 0.05 vs. wild type [WT], n = 20). A disintegrin and metalloproteinase domain-containing protein 10 (ADAM10) inhibitor or dominant negative (DN)-Notch1b messenger RNA (mRNA) disrupted the vascular network, whereas notch intracellular cytoplasmic domain (NICD) mRNA restored the vascular network (p < 0.05 vs. WT, n = 20). UFP reduced FOXO1 expression, but not Master-mind like 1 (MAML1) or NICD (p < 0.05, n = 3). Immunoprecipitation and immunofluorescence demonstrated that UFP attenuated FOXO1-mediated NICD pull-down and FOXO1/NICD co-localization, respectively (p < 0.05, n = 3). Although FOXO1 morpholino oligonucleotides (MOs) attenuated Notch activity, FOXO1 mRNA reversed UFP-mediated reduction in Notch activity to restore vascular regeneration and blood flow (p < 0.05 vs. WT, n = 5). Innovation and Conclusion: Our findings indicate the importance of the FOXO1/Notch activation complex to restore vascular regeneration after exposure to the redox active UFP. Antioxid. Redox Signal. 28, 1209-1223.
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Affiliation(s)
- Kyung In Baek
- 1 Department of Bioengineering, University of California , Los Angeles, Los Angeles, California
| | - René R Sevag Packard
- 2 Division of Cardiology, Department of Medicine, University of California , Los Angeles, Los Angeles, California
| | - Jeffrey J Hsu
- 2 Division of Cardiology, Department of Medicine, University of California , Los Angeles, Los Angeles, California
| | - Arian Saffari
- 3 Department of Civil and Environmental Engineering, University of Southern California , Los Angeles, California
| | - Zhao Ma
- 1 Department of Bioengineering, University of California , Los Angeles, Los Angeles, California
| | - Anh Phuong Luu
- 2 Division of Cardiology, Department of Medicine, University of California , Los Angeles, Los Angeles, California
| | - Andrew Pietersen
- 1 Department of Bioengineering, University of California , Los Angeles, Los Angeles, California
| | - Hilary Yen
- 1 Department of Bioengineering, University of California , Los Angeles, Los Angeles, California
| | - Bin Ren
- 4 Division of Hematology and Oncology, Medical College of Wisconsin , Milwaukee, Wisconsin.,5 Blood Research Institute , Blood Center of Wisconsin, Milwaukee, Wisconsin
| | - Yichen Ding
- 2 Division of Cardiology, Department of Medicine, University of California , Los Angeles, Los Angeles, California
| | - Constantinos Sioutas
- 3 Department of Civil and Environmental Engineering, University of Southern California , Los Angeles, California
| | - Rongsong Li
- 2 Division of Cardiology, Department of Medicine, University of California , Los Angeles, Los Angeles, California
| | - Tzung K Hsiai
- 1 Department of Bioengineering, University of California , Los Angeles, Los Angeles, California.,2 Division of Cardiology, Department of Medicine, University of California , Los Angeles, Los Angeles, California.,6 Research Services, Veteran Affairs Greater Los Angeles Healthcare System, Los Angeles , California
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63
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Mechanosensitivity of Jagged-Notch signaling can induce a switch-type behavior in vascular homeostasis. Proc Natl Acad Sci U S A 2018; 115:E3682-E3691. [PMID: 29610298 PMCID: PMC5910818 DOI: 10.1073/pnas.1715277115] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
Hemodynamic forces and Notch signaling are both known as key regulators of arterial remodeling and homeostasis. However, how these two factors integrate in vascular morphogenesis and homeostasis is unclear. Here, we combined experiments and modeling to evaluate the impact of the integration of mechanics and Notch signaling on vascular homeostasis. Vascular smooth muscle cells (VSMCs) were cyclically stretched on flexible membranes, as quantified via video tracking, demonstrating that the expression of Jagged1, Notch3, and target genes was down-regulated with strain. The data were incorporated in a computational framework of Notch signaling in the vascular wall, where the mechanical load was defined by the vascular geometry and blood pressure. Upon increasing wall thickness, the model predicted a switch-type behavior of the Notch signaling state with a steep transition of synthetic toward contractile VSMCs at a certain transition thickness. These thicknesses varied per investigated arterial location and were in good agreement with human anatomical data, thereby suggesting that the Notch response to hemodynamics plays an important role in the establishment of vascular homeostasis.
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64
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Ding Y, Lee J, Hsu JJ, Chang CC, Baek KI, Ranjbarvaziri S, Ardehali R, Packard RRS, Hsiai TK. Light-Sheet Imaging to Elucidate Cardiovascular Injury and Repair. Curr Cardiol Rep 2018; 20:35. [PMID: 29574550 DOI: 10.1007/s11886-018-0979-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
PURPOSE OF REVIEW Real-time 3-dimensional (3-D) imaging of cardiovascular injury and regeneration remains challenging. We introduced a multi-scale imaging strategy that uses light-sheet illumination to enable applications of cardiovascular injury and repair in models ranging from zebrafish to rodent hearts. RECENT FINDINGS Light-sheet imaging enables rapid data acquisition with high spatiotemporal resolution and with minimal photo-bleaching or photo-toxicity. We demonstrated the capacity of this novel light-sheet approach for scanning a region of interest with specific fluorescence contrast, thereby providing axial and temporal resolution at the cellular level without stitching image columns or pivoting illumination beams during one-time imaging. This cutting-edge imaging technique allows for elucidating the differentiation of stem cells in cardiac regeneration, providing an entry point to discover novel micro-circulation phenomenon with clinical significance for injury and repair. These findings demonstrate the multi-scale applications of this novel light-sheet imaging strategy to advance research in cardiovascular development and regeneration.
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Affiliation(s)
- Yichen Ding
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA.,Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA
| | - Juhyun Lee
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA.,Department of Bioengineering, University of Texas at Arlington, Arlington, TX, 76010, USA
| | - Jeffrey J Hsu
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Chih-Chiang Chang
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA
| | - Kyung In Baek
- Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA
| | - Sara Ranjbarvaziri
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Reza Ardehali
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - René R Sevag Packard
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA
| | - Tzung K Hsiai
- Department of Medicine, David Geffen School of Medicine at UCLA, Los Angeles, CA, 90095, USA. .,Department of Bioengineering, University of California, Los Angeles, CA, 90095, USA. .,Medical Engineering, California Institute of Technology, Pasadena, CA, 91106, USA.
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65
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Luo Y, Abiri P, Zhang S, Chang CC, Kaboodrangi AH, Li R, Bui A, Kumar R, Woo M, Li Z, Packard RRS, Tai YC, Hsiai TK, Hsiai TK. Non-Invasive Electrical Impedance Tomography for Multi-Scale Detection of Liver Fat Content. Am J Cancer Res 2018; 8:1636-1647. [PMID: 29556346 PMCID: PMC5858172 DOI: 10.7150/thno.22233] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2017] [Accepted: 12/01/2017] [Indexed: 12/12/2022] Open
Abstract
Introduction: Obesity is associated with an increased risk of nonalcoholic fatty liver disease (NAFLD). While Magnetic Resonance Imaging (MRI) is a non-invasive gold standard to detect fatty liver, we demonstrate a low-cost and portable electrical impedance tomography (EIT) approach with circumferential abdominal electrodes for liver conductivity measurements. Methods and Results: A finite element model (FEM) was established to simulate decremental liver conductivity in response to incremental liver lipid content. To validate the FEM simulation, we performed EIT imaging on an ex vivo porcine liver in a non-conductive tank with 32 circumferentially-embedded electrodes, demonstrating a high-resolution output given a priori information on location and geometry. To further examine EIT capacity in fatty liver detection, we performed EIT measurements in age- and gender-matched New Zealand White rabbits (3 on normal, 3 on high-fat diets). Liver conductivity values were significantly distinct following the high-fat diet (p = 0.003 vs. normal diet, n=3), accompanied by histopathological evidence of hepatic fat accumulation. We further assessed EIT imaging in human subjects with MRI quantification for fat volume fraction based on Dixon procedures, demonstrating average liver conductivity of 0.331 S/m for subjects with low Body-Mass Index (BMI < 25 kg/m²) and 0.286 S/m for high BMI (> 25 kg/m²). Conclusion: We provide both the theoretical and experimental framework for a multi-scale EIT strategy to detect liver lipid content. Our preliminary studies pave the way to enhance the spatial resolution of EIT as a marker for fatty liver disease and metabolic syndrome.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | | | | | - Tzung K Hsiai
- Department of Medical Engineering, California Institute of Technology, Pasadena, California.,Department of Bioengineering, Henry Samueli School of Engineering and Applied Sciences, University of California, Los Angeles, California.,Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, California
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66
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Ding Y, Abiri A, Abiri P, Li S, Chang CC, Baek KI, Hsu JJ, Sideris E, Li Y, Lee J, Segura T, Nguyen TP, Bui A, Sevag Packard RR, Fei P, Hsiai TK. Integrating light-sheet imaging with virtual reality to recapitulate developmental cardiac mechanics. JCI Insight 2017; 2:97180. [PMID: 29202458 PMCID: PMC5752380 DOI: 10.1172/jci.insight.97180] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Accepted: 10/12/2017] [Indexed: 11/17/2022] Open
Abstract
Currently, there is a limited ability to interactively study developmental cardiac mechanics and physiology. We therefore combined light-sheet fluorescence microscopy (LSFM) with virtual reality (VR) to provide a hybrid platform for 3D architecture and time-dependent cardiac contractile function characterization. By taking advantage of the rapid acquisition, high axial resolution, low phototoxicity, and high fidelity in 3D and 4D (3D spatial + 1D time or spectra), this VR-LSFM hybrid methodology enables interactive visualization and quantification otherwise not available by conventional methods, such as routine optical microscopes. We hereby demonstrate multiscale applicability of VR-LSFM to (a) interrogate skin fibroblasts interacting with a hyaluronic acid-based hydrogel, (b) navigate through the endocardial trabecular network during zebrafish development, and (c) localize gene therapy-mediated potassium channel expression in adult murine hearts. We further combined our batch intensity normalized segmentation algorithm with deformable image registration to interface a VR environment with imaging computation for the analysis of cardiac contraction. Thus, the VR-LSFM hybrid platform demonstrates an efficient and robust framework for creating a user-directed microenvironment in which we uncovered developmental cardiac mechanics and physiology with high spatiotemporal resolution.
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Affiliation(s)
- Yichen Ding
- Department of Medicine
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Arash Abiri
- Department of Medicine
- Department of Biomedical Engineering, University of California, Irvine, Irvine, California, USA
| | - Parinaz Abiri
- Department of Medicine
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Shuoran Li
- Chemical and Biomolecular Engineering Department
| | - Chih-Chiang Chang
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Kyung In Baek
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | | | | | - Yilei Li
- Electrical Engineering Department, and
| | - Juhyun Lee
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | - Tatiana Segura
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
- Chemical and Biomolecular Engineering Department
| | | | - Alexander Bui
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
- Medical Imaging Informatics Group, Department of Radiological Sciences, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
| | | | - Peng Fei
- School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, China
| | - Tzung K. Hsiai
- Department of Medicine
- Department of Bioengineering, David Geffen School of Medicine, UCLA, Los Angeles, California, USA
- Medical Engineering, California Institute of Technology, Pasadena, California, USA
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67
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Vedula V, Lee J, Xu H, Kuo CCJ, Hsiai TK, Marsden AL. A method to quantify mechanobiologic forces during zebrafish cardiac development using 4-D light sheet imaging and computational modeling. PLoS Comput Biol 2017; 13:e1005828. [PMID: 29084212 PMCID: PMC5679653 DOI: 10.1371/journal.pcbi.1005828] [Citation(s) in RCA: 51] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2017] [Revised: 11/09/2017] [Accepted: 10/15/2017] [Indexed: 01/09/2023] Open
Abstract
Blood flow and mechanical forces in the ventricle are implicated in cardiac development and trabeculation. However, the mechanisms of mechanotransduction remain elusive. This is due in part to the challenges associated with accurately quantifying mechanical forces in the developing heart. We present a novel computational framework to simulate cardiac hemodynamics in developing zebrafish embryos by coupling 4-D light sheet imaging with a stabilized finite element flow solver, and extract time-dependent mechanical stimuli data. We employ deformable image registration methods to segment the motion of the ventricle from high resolution 4-D light sheet image data. This results in a robust and efficient workflow, as segmentation need only be performed at one cardiac phase, while wall position in the other cardiac phases is found by image registration. Ventricular hemodynamics are then quantified by numerically solving the Navier-Stokes equations in the moving wall domain with our validated flow solver. We demonstrate the applicability of the workflow in wild type zebrafish and three treated fish types that disrupt trabeculation: (a) chemical treatment using AG1478, an ErbB2 signaling inhibitor that inhibits proliferation and differentiation of cardiac trabeculation; (b) injection of gata1a morpholino oligomer (gata1aMO) suppressing hematopoiesis and resulting in attenuated trabeculation; (c) weak-atriumm58 mutant (wea) with inhibited atrial contraction leading to a highly undeveloped ventricle and poor cardiac function. Our simulations reveal elevated wall shear stress (WSS) in wild type and AG1478 compared to gata1aMO and wea. High oscillatory shear index (OSI) in the grooves between trabeculae, compared to lower values on the ridges, in the wild type suggest oscillatory forces as a possible regulatory mechanism of cardiac trabeculation development. The framework has broad applicability for future cardiac developmental studies focused on quantitatively investigating the role of hemodynamic forces and mechanotransduction during morphogenesis.
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Affiliation(s)
- Vijay Vedula
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, United States of America
| | - Juhyun Lee
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, California, United States of America
| | - Hao Xu
- Department of Electrical Engineering, University of Southern California, Los Angeles, California, United States of America
| | - C.-C. Jay Kuo
- Department of Electrical Engineering, University of Southern California, Los Angeles, California, United States of America
| | - Tzung K. Hsiai
- Department of Bioengineering, University of California, Los Angeles, Los Angeles, California, United States of America
- Department of Medicine, Division of Cardiology, University of California, Los Angeles, Los Angeles, California, United States of America
| | - Alison L. Marsden
- Department of Pediatrics (Cardiology), Stanford University, Stanford, California, United States of America
- Department of Bioengineering, Stanford University, Stanford, California, United States of America
- Institute for Computational and Mathematical Engineering (ICME), Stanford University, Stanford, California, United States of America
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68
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Automated Segmentation of Light-Sheet Fluorescent Imaging to Characterize Experimental Doxorubicin-Induced Cardiac Injury and Repair. Sci Rep 2017; 7:8603. [PMID: 28819303 PMCID: PMC5561066 DOI: 10.1038/s41598-017-09152-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 07/20/2017] [Indexed: 11/09/2022] Open
Abstract
This study sought to develop an automated segmentation approach based on histogram analysis of raw axial images acquired by light-sheet fluorescent imaging (LSFI) to establish rapid reconstruction of the 3-D zebrafish cardiac architecture in response to doxorubicin-induced injury and repair. Input images underwent a 4-step automated image segmentation process consisting of stationary noise removal, histogram equalization, adaptive thresholding, and image fusion followed by 3-D reconstruction. We applied this method to 3-month old zebrafish injected intraperitoneally with doxorubicin followed by LSFI at 3, 30, and 60 days post-injection. We observed an initial decrease in myocardial and endocardial cavity volumes at day 3, followed by ventricular remodeling at day 30, and recovery at day 60 (P < 0.05, n = 7-19). Doxorubicin-injected fish developed ventricular diastolic dysfunction and worsening global cardiac function evidenced by elevated E/A ratios and myocardial performance indexes quantified by pulsed-wave Doppler ultrasound at day 30, followed by normalization at day 60 (P < 0.05, n = 9-20). Treatment with the γ-secretase inhibitor, DAPT, to inhibit cleavage and release of Notch Intracellular Domain (NICD) blocked cardiac architectural regeneration and restoration of ventricular function at day 60 (P < 0.05, n = 6-14). Our approach provides a high-throughput model with translational implications for drug discovery and genetic modifiers of chemotherapy-induced cardiomyopathy.
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69
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Lee J, Chou TC, Kang D, Kang H, Chen J, Baek KI, Wang W, Ding Y, Carlo DD, Tai YC, Hsiai TK. A Rapid Capillary-Pressure Driven Micro-Channel to Demonstrate Newtonian Fluid Behavior of Zebrafish Blood at High Shear Rates. Sci Rep 2017; 7:1980. [PMID: 28512313 PMCID: PMC5434032 DOI: 10.1038/s41598-017-02253-7] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2016] [Accepted: 04/07/2017] [Indexed: 12/16/2022] Open
Abstract
Blood viscosity provides the rheological basis to elucidate shear stress underlying developmental cardiac mechanics and physiology. Zebrafish is a high throughput model for developmental biology, forward-genetics, and drug discovery. The micro-scale posed an experimental challenge to measure blood viscosity. To address this challenge, a microfluidic viscometer driven by surface tension was developed to reduce the sample volume required (3μL) for rapid (<2 min) and continuous viscosity measurement. By fitting the power-law fluid model to the travel distance of blood through the micro-channel as a function of time and channel configuration, the experimentally acquired blood viscosity was compared with a vacuum-driven capillary viscometer at high shear rates (>500 s−1), at which the power law exponent (n) of zebrafish blood was nearly 1 behaving as a Newtonian fluid. The measured values of whole blood from the micro-channel (4.17cP) and the vacuum method (4.22cP) at 500 s−1 were closely correlated at 27 °C. A calibration curve was established for viscosity as a function of hematocrits to predict a rise and fall in viscosity during embryonic development. Thus, our rapid capillary pressure-driven micro-channel revealed the Newtonian fluid behavior of zebrafish blood at high shear rates and the dynamic viscosity during development.
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Affiliation(s)
- Juhyun Lee
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Tzu-Chieh Chou
- Department of Medical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Dongyang Kang
- Department of Medical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Hanul Kang
- Division of Cardiology, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, 90073, USA
| | - Junjie Chen
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Kyung In Baek
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Wei Wang
- Department of Electrical Engineering, Peking University, Beijing, 100871, China
| | - Yichen Ding
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Dino Di Carlo
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA.,California NanoSystem Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Yu-Chong Tai
- Department of Medical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA
| | - Tzung K Hsiai
- Department of Bioengineering, University of California Los Angeles, Los Angeles, CA, 90095, USA. .,Department of Medical Engineering, California Institute of Technology, Pasadena, CA, 91125, USA. .,Division of Cardiology, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, California, 90073, USA. .,California NanoSystem Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA. .,Department of Medicine (Cardiology), School of Medicine, University of California Los Angeles, Los Angeles, CA, 90095, USA.
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70
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Yalcin HC, Amindari A, Butcher JT, Althani A, Yacoub M. Heart function and hemodynamic analysis for zebrafish embryos. Dev Dyn 2017; 246:868-880. [PMID: 28249360 DOI: 10.1002/dvdy.24497] [Citation(s) in RCA: 102] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Revised: 02/24/2017] [Accepted: 02/24/2017] [Indexed: 12/28/2022] Open
Abstract
The Zebrafish has emerged to become a powerful vertebrate animal model for cardiovascular research in recent years. Its advantages include easy genetic manipulation, transparency, small size, low cost, and the ability to survive without active circulation at early stages of development. Sequencing the whole genome and identifying ortholog genes with human genome made it possible to induce clinically relevant cardiovascular defects via genetic approaches. Heart function and disturbed hemodynamics need to be assessed in a reliable manner for these disease models in order to reveal the mechanobiology of induced defects. This effort requires precise determination of blood flow patterns as well as hemodynamic stress (i.e., wall shear stress and pressure) levels within the developing heart. While traditional approach involves time-lapse brightfield microscopy to track cell and tissue movements, in more recent studies fast light-sheet fluorescent microscopes are utilized for that purpose. Integration of more complicated techniques like particle image velocimetry and computational fluid dynamics modeling for hemodynamic analysis holds a great promise to the advancement of the Zebrafish studies. Here, we discuss the latest developments in heart function and hemodynamic analysis for Zebrafish embryos and conclude with our future perspective on dynamic analysis of the Zebrafish cardiovascular system. Developmental Dynamics 246:868-880, 2017. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
| | - Armin Amindari
- Faculty of Mechanical Engineering, Istanbul Technical University, Istanbul, Turkey
| | - Jonathan T Butcher
- Department of Biomedical Engineering, Cornell University, Ithaca, NY, United States
| | - Asma Althani
- Biomedical Research Center, Qatar University, Doha, Qatar
| | - Magdi Yacoub
- Imperial College, NHLI, Heart Science Centre, Harefield, Middlesex, UB9 6JH, United Kingdom
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71
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Midgett M, López CS, David L, Maloyan A, Rugonyi S. Increased Hemodynamic Load in Early Embryonic Stages Alters Endocardial to Mesenchymal Transition. Front Physiol 2017; 8:56. [PMID: 28228731 PMCID: PMC5296359 DOI: 10.3389/fphys.2017.00056] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2016] [Accepted: 01/23/2017] [Indexed: 12/30/2022] Open
Abstract
Normal blood flow is essential for proper heart formation during embryonic development, as abnormal hemodynamic load (blood pressure and shear stress) results in cardiac defects seen in congenital heart disease. However, the progressive detrimental remodeling processes that relate altered blood flow to cardiac defects remain unclear. Endothelial-mesenchymal cell transition is one of the many complex developmental events involved in transforming the early embryonic outflow tract into the aorta, pulmonary trunk, interventricular septum, and semilunar valves. This study elucidated the effects of increased hemodynamic load on endothelial-mesenchymal transition remodeling of the outflow tract cushions in vivo. Outflow tract banding was used to increase hemodynamic load in the chicken embryo heart between Hamburger and Hamilton stages 18 and 24. Increased hemodynamic load induced increased cell density in outflow tract cushions, fewer cells along the endocardial lining, endocardium junction disruption, and altered periostin expression as measured by confocal microscopy analysis. In addition, 3D focused ion beam scanning electron microscopy analysis determined that a portion of endocardial cells adopted a migratory shape after outflow tract banding that is more irregular, elongated, and with extensive cellular projections compared to normal cells. Proteomic mass-spectrometry analysis quantified altered protein composition after banding that is consistent with a more active stage of endothelial-mesenchymal transition. Outflow tract banding enhances the endothelial-mesenchymal transition phenotype during formation of the outflow tract cushions, suggesting that endothelial-mesenchymal transition is a critical developmental process that when disturbed by altered blood flow gives rise to cardiac malformation and defects.
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Affiliation(s)
- Madeline Midgett
- Biomedical Engineering, Oregon Health and Science University Portland, OR, USA
| | - Claudia S López
- Biomedical Engineering, Oregon Health and Science UniversityPortland, OR, USA; Multiscale Microscopy Core, OHSU Center for Spatial Systems Biomedicine, Oregon Health and Science UniversityPortland, OR, USA
| | - Larry David
- Proteomics Core, Oregon Health and Science University Portland, OR, USA
| | - Alina Maloyan
- Knight Cardiovascular Institute, Oregon Health and Science University Portland, OR, USA
| | - Sandra Rugonyi
- Biomedical Engineering, Oregon Health and Science University Portland, OR, USA
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72
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Ding Y, Lee J, Ma J, Sung K, Yokota T, Singh N, Dooraghi M, Abiri P, Wang Y, Kulkarni RP, Nakano A, Nguyen TP, Fei P, Hsiai TK. Light-sheet fluorescence imaging to localize cardiac lineage and protein distribution. Sci Rep 2017; 7:42209. [PMID: 28165052 PMCID: PMC5292685 DOI: 10.1038/srep42209] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2016] [Accepted: 01/03/2017] [Indexed: 12/24/2022] Open
Abstract
Light-sheet fluorescence microscopy (LSFM) serves to advance developmental research and regenerative medicine. Coupled with the paralleled advances in fluorescence-friendly tissue clearing technique, our cardiac LSFM enables dual-sided illumination to rapidly uncover the architecture of murine hearts over 10 by 10 by 10 mm3 in volume; thereby allowing for localizing progenitor differentiation to the cardiomyocyte lineage and AAV9-mediated expression of exogenous transmembrane potassium channels with high contrast and resolution. Without the steps of stitching image columns, pivoting the light-sheet and sectioning the heart mechanically, we establish a holistic strategy for 3-dimentional reconstruction of the "digital murine heart" to assess aberrant cardiac structures as well as the spatial distribution of the cardiac lineages in neonates and ion-channels in adults.
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Affiliation(s)
- Yichen Ding
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA.,Department of Bioengineering, School of Engineering &Applied Sciences, UCLA, Los Angeles, CA 90095, USA
| | - Juhyun Lee
- Department of Bioengineering, School of Engineering &Applied Sciences, UCLA, Los Angeles, CA 90095, USA
| | - Jianguo Ma
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Kevin Sung
- Department of Bioengineering, School of Engineering &Applied Sciences, UCLA, Los Angeles, CA 90095, USA
| | - Tomohiro Yokota
- Departments of Anesthesiology, Physiology and Medicine, Cardiovascular Research Laboratories, UCLA, Los Angeles, CA 90095, USA
| | - Neha Singh
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Mojdeh Dooraghi
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Parinaz Abiri
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA.,Department of Bioengineering, School of Engineering &Applied Sciences, UCLA, Los Angeles, CA 90095, USA
| | - Yibin Wang
- Departments of Anesthesiology, Physiology and Medicine, Cardiovascular Research Laboratories, UCLA, Los Angeles, CA 90095, USA
| | - Rajan P Kulkarni
- Department of Bioengineering, School of Engineering &Applied Sciences, UCLA, Los Angeles, CA 90095, USA.,Division of Dermatology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA.,California NanoSystems Institute, UCLA, Los Angeles, CA 90095, USA
| | - Atsushi Nakano
- Department of Molecular, Cellular and Developmental Biology, UCLA, Los Angeles, CA 90095, USA.,Eli and Edythe Broad Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA
| | - Thao P Nguyen
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Peng Fei
- School of Optical and Electronic Information, Huazhong University of Science and Technology, Wuhan, China
| | - Tzung K Hsiai
- Division of Cardiology, Department of Medicine, UCLA, Los Angeles, CA 90095, USA.,Department of Bioengineering, School of Engineering &Applied Sciences, UCLA, Los Angeles, CA 90095, USA.,California NanoSystems Institute, UCLA, Los Angeles, CA 90095, USA
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