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Mungai RW, Hartman RJ, Jolin GE, Piskorowski KW, Billiar KL. Towards a More Objective and High-throughput Spheroid Invasion Assay Quantification Method. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.27.600893. [PMID: 39005385 PMCID: PMC11244881 DOI: 10.1101/2024.06.27.600893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 07/16/2024]
Abstract
Multicellular spheroids embedded in 3D hydrogels are prominent in vitro models for 3D cell invasion. Yet, quantification methods for spheroid cell invasion that are high-throughput, objective and accessible are still lacking. Variations in spheroid sizes and the shapes of the cells within render it difficult to objectively assess invasion extent. The goal of this work is to develop a high-throughput quantification method of cell invasion into 3D matrices that minimizes sensitivity to initial spheroid size and cell spreading and provides precise integrative directionally-dependent metrics of invasion. By analyzing images of fluorescent cell nuclei, invasion metrics are automatically calculated at the pixel level. The initial spheroid boundary is segmented and automated calculations of the nuclear pixel distances from the initial boundary are used to compute common invasion metrics (i.e., the change in invasion area, mean distance) for the same spheroid at a later timepoint. We also introduce the area moment of inertia as an integrative metric of cell invasion that considers the invasion area as well as the pixel distances from the initial spheroid boundary. Further, we show that principal component analysis can be used to quantify the directional influence of a stimuli to invasion (e.g., due to a chemotactic gradient or contact guidance). To demonstrate the power of the analysis for cell types with different invasive potentials and the utility of this method for a variety of biological applications, the method is used to analyze the invasiveness of five different cell types. In all, implementation of this high-throughput quantification method results in consistent and objective analysis of 3D multicellular spheroid invasion. We provide the analysis code in both MATLAB and Python languages as well as a GUI for ease of use for researchers with a range of computer programming skills and for applications in a variety of biological research areas such as wound healing and cancer metastasis.
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Affiliation(s)
- Rozanne W. Mungai
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA 01605
| | | | - Grace E. Jolin
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA 01605
| | - Kevin W. Piskorowski
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA 01605
| | - Kristen L. Billiar
- Department of Biomedical Engineering, Worcester Polytechnic Institute, Worcester, MA, USA 01605
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Wang N, Wang H, Weng D, Wang Y, Yu L, Wang F, Zhang T, Liu J, He Z. Nanomaterials for small diameter vascular grafts: overview and outlook. NANOSCALE ADVANCES 2023; 5:6751-6767. [PMID: 38059025 PMCID: PMC10696638 DOI: 10.1039/d3na00666b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Accepted: 11/05/2023] [Indexed: 12/08/2023]
Abstract
Small-diameter vascular grafts (SDVGs) cannot meet current clinical demands owing to their suboptimal long-term patency rate. Various materials have been employed to address this issue, including nanomaterials (NMs), which have demonstrated exceptional capabilities and promising application potentials. In this review, the utilization of NMs in different forms, including nanoparticles, nanofibers, and nanofilms, in the SDVG field is discussed, and future perspectives for the development of NM-loading SDVGs are highlighted. It is expected that this review will provide helpful information to scholars in the innovative interdiscipline of cardiovascular disease treatment and NM.
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Affiliation(s)
- Nuoxin Wang
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The Clinical Stem Cell Research Institute, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- Collaborative Innovation Center of Chinese Ministry of Education, Zunyi Medical University Zunyi 563003 Guizhou China
- The First Clinical Institute, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Haoyuan Wang
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- Department of Cardiothoracic Surgery, The Second Affiliated Hospital of Zunyi Medical University Zunyi 563006 Guizhou China
- The Second Clinical Institute, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Dong Weng
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The First Clinical Institute, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Yanyang Wang
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The First Clinical Institute, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Limei Yu
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The Clinical Stem Cell Research Institute, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- Collaborative Innovation Center of Chinese Ministry of Education, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Feng Wang
- Department of Cardiothoracic Surgery, The Second Affiliated Hospital of Zunyi Medical University Zunyi 563006 Guizhou China
- The Second Clinical Institute, Zunyi Medical University Zunyi 563003 Guizhou China
- Department of Cardiovascular Surgery, Affiliated Hospital of Guizhou Medical University, Guiyang 550004 Guizhou China
| | - Tao Zhang
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The Clinical Stem Cell Research Institute, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- Collaborative Innovation Center of Chinese Ministry of Education, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Juan Liu
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The Clinical Stem Cell Research Institute, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- Collaborative Innovation Center of Chinese Ministry of Education, Zunyi Medical University Zunyi 563003 Guizhou China
| | - Zhixu He
- Key Laboratory of Cell Engineering of Guizhou Province, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- The Clinical Stem Cell Research Institute, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
- Collaborative Innovation Center of Chinese Ministry of Education, Zunyi Medical University Zunyi 563003 Guizhou China
- The First Clinical Institute, Zunyi Medical University Zunyi 563003 Guizhou China
- Department of Pediatrics, Affiliated Hospital of Zunyi Medical University Zunyi 563003 Guizhou China
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Ratner B. Vascular Grafts: Technology Success/Technology Failure. BME FRONTIERS 2023; 4:0003. [PMID: 37849668 PMCID: PMC10521696 DOI: 10.34133/bmef.0003] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 11/15/2022] [Indexed: 10/19/2023] Open
Abstract
Vascular prostheses (grafts) are widely used for hemodialysis blood access, trauma repair, aneurism repair, and cardiovascular reconstruction. However, smaller-diameter (≤4 mm) grafts that would be valuable for many reconstructions have not been achieved to date, although hundreds of papers on small-diameter vascular grafts have been published. This perspective article presents a hypothesis that may open new research avenues for the development of small-diameter vascular grafts. A historical review of the vascular graft literature and specific types of vascular grafts is presented focusing on observations important to the hypothesis to be presented. Considerations in critically reviewing the vascular graft literature are discussed. The hypothesis that perhaps the "biocompatible biomaterials" comprising our vascular grafts-biomaterials that generate dense, nonvascularized collagenous capsules upon implantation-may not be all that biocompatible is presented. Examples of materials that heal with tissue reconstruction and vascularity, in contrast to the fibrotic encapsulation, are offered. Such prohealing materials may lead the way to a new generation of vascular grafts suitable for small-diameter reconstructions.
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Affiliation(s)
- Buddy Ratner
- Center for Dialysis Innovation (CDI), Departments of Bioengineering and Chemical Engineering, University of Washington, Seattle, WA 98195, USA
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Tan W, Boodagh P, Selvakumar PP, Keyser S. Strategies to counteract adverse remodeling of vascular graft: A 3D view of current graft innovations. Front Bioeng Biotechnol 2023; 10:1097334. [PMID: 36704297 PMCID: PMC9871289 DOI: 10.3389/fbioe.2022.1097334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 12/23/2022] [Indexed: 01/11/2023] Open
Abstract
Vascular grafts are widely used for vascular surgeries, to bypass a diseased artery or function as a vascular access for hemodialysis. Bioengineered or tissue-engineered vascular grafts have long been envisioned to take the place of bioinert synthetic grafts and even vein grafts under certain clinical circumstances. However, host responses to a graft device induce adverse remodeling, to varied degrees depending on the graft property and host's developmental and health conditions. This in turn leads to invention or failure. Herein, we have mapped out the relationship between the design constraints and outcomes for vascular grafts, by analyzing impairment factors involved in the adverse graft remodeling. Strategies to tackle these impairment factors and counteract adverse healing are then summarized by outlining the research landscape of graft innovations in three dimensions-cell technology, scaffold technology and graft translation. Such a comprehensive view of cell and scaffold technological innovations in the translational context may benefit the future advancements in vascular grafts. From this perspective, we conclude the review with recommendations for future design endeavors.
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Affiliation(s)
- Wei Tan
- Department of Mechanical Engineering, University of Colorado Boulder, Boulder, CO, United States,*Correspondence: Wei Tan,
| | - Parnaz Boodagh
- McGowan Institute for Regenerative Medicine, University of Pittsburgh, Pittsburgh, PA, United States
| | | | - Sean Keyser
- Department of Mechanical Engineering, University of Colorado Boulder, Boulder, CO, United States
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Chakfé N, Billaud P, Lejay A, Heim F. Valves and pipes in the cardiovascular system. Where are we going. THE JOURNAL OF CARDIOVASCULAR SURGERY 2020; 61:525-527. [PMID: 33231028 DOI: 10.23736/s0021-9509.20.11617-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Nabil Chakfé
- Groupe Européen de Recherche sur les Prothèses Appliquées à la Chirurgie Vasculaire (GEPROVAS), Strasbourg, France - .,Department of Vascular Surgery and Kidney Transplantation, University Hospital of Strasbourg, Strasbourg, France -
| | - Philippe Billaud
- Department of Cardiac Surgery, University Hospital of Strasbourg, Strasbourg, France
| | - Anne Lejay
- Groupe Européen de Recherche sur les Prothèses Appliquées à la Chirurgie Vasculaire (GEPROVAS), Strasbourg, France.,Department of Vascular Surgery and Kidney Transplantation, University Hospital of Strasbourg, Strasbourg, France
| | - Frédéric Heim
- Groupe Européen de Recherche sur les Prothèses Appliquées à la Chirurgie Vasculaire (GEPROVAS), Strasbourg, France.,Laboratoire de Physique et Mécanique Textile (LPMT), Université de Haute-Alsace, Mulhouse, France
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