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Stepanov I, Gottshall NR, Ahmadianyazdi A, Sinha D, Lockhart EJ, Nguyen TNH, Hassan S, Horowitz LF, Yeung RS, Gujral TS, Folch A. Low-cost robotic manipulation of live microtissues for cancer drug testing. SCIENCE ADVANCES 2025; 11:eads1631. [PMID: 40367160 PMCID: PMC12077492 DOI: 10.1126/sciadv.ads1631] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 04/09/2025] [Indexed: 05/16/2025]
Abstract
The scarcity of human biopsies available for drug testing is a paramount challenge for developing therapeutics, disease models, and personalized treatments. Microtechnologies that combine the microscale manipulation of tissues and fluids offer the exciting possibility of miniaturizing both disease models and drug testing workflows on scarce human biopsies. Unfortunately, these technologies presently require microfluidic devices or robotic dispensers that are not widely accessible. We have rapidly prototyped an inexpensive platform based on an off-the-shelf robot that can microfluidically manipulate live microtissues into/out of culture plates without using complicated accessories such as microscopes or pneumatic controllers. The robot integrates complex functions with a simple, cost-effective, and compact construction, allowing placement inside a tissue culture hood for sterile workflows. We demonstrated a proof-of-concept cancer drug evaluation workflow of potential clinical utility using patient tumor biopsies with multiple drugs on 384-well plates. Our user-friendly, low-cost platform promises to make drug testing of microtissues broadly accessible to pharmaceutical, clinical, and biological laboratories.
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Affiliation(s)
- Ivan Stepanov
- Department of Bioengineering, University of Washington, Seattle, WA, USA
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Noah R. Gottshall
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | | | - Daksh Sinha
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Ethan J. Lockhart
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Tran N. H. Nguyen
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Sarmad Hassan
- Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
| | - Lisa F. Horowitz
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Raymond S. Yeung
- Department of Surgery, University of Washington, Seattle, WA, USA
| | | | - Albert Folch
- Department of Bioengineering, University of Washington, Seattle, WA, USA
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2
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Galstyan DS, Kolesnikova TO, Demin KA, Dubrovskii YA, Murashko E, Kessenikh E, Ilyin NP, Ikrin AN, Moskalenko AM, de Abreu MS, Yang L, Kalueff AV. Intranasal delivery of drugs to the central nervous system of adult zebrafish. Lab Anim (NY) 2025; 54:126-132. [PMID: 40307351 DOI: 10.1038/s41684-025-01545-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 03/18/2025] [Indexed: 05/02/2025]
Abstract
The small teleost zebrafish (Danio rerio) has become a critically important laboratory animal in biomedicine. One of their key practical advantages, the convenient method of small-molecule administration via water immersion, has certain problems with dosing precision and drug delivery. Here, we present a simple protocol for the intranasal delivery of neuroactive drugs in adult zebrafish using arecoline and nicotine, two well-studied reference neuroactive drugs chosen for the proof of concept. Adult fish received 1 μL water solution of arecoline (1 and 10 mg/mL) or nicotine tartrate (5 and 10 mg/mL) or the same volume of drug-free water (control) into both nostrils, followed by behavioral testing in the novel tank test 5 min later. Mass spectrometry analyses confirmed that both drugs rapidly reached the zebrafish brain following intranasal administration. Intranasally administered arecoline (10 mg/mL) and nicotine (5 and 10 mg/mL) demonstrated overt behavioral profiles, evoking characteristic anxiolytic-like effects in zebrafish similar to those observed here for a standard 20-min water immersion method (10 mg/L arecoline or 30 mg/L nicotine). Overall, we showed that neuroactive drugs can be delivered to adult zebrafish intranasally to exert central effects, which may (at least for some drugs) occur faster and can need smaller drug quantities than for the water immersion delivery.
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Affiliation(s)
- David S Galstyan
- World Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
- Institute of Experimental Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
- Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia
| | - Tatyana O Kolesnikova
- Neuroscience Department, Sirius University of Science and Technology, Sirius Federal Territory, Russia
| | - Konstantin A Demin
- Institute of Experimental Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
| | - Yaroslav A Dubrovskii
- World Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
| | - Ekaterina Murashko
- World Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
| | - Elizaveta Kessenikh
- World Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
| | - Nikita P Ilyin
- World Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia
- Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia
| | - Aleksey N Ikrin
- Neuroscience Department, Sirius University of Science and Technology, Sirius Federal Territory, Russia
| | - Anastasia M Moskalenko
- Neuroscience Department, Sirius University of Science and Technology, Sirius Federal Territory, Russia
| | - Murilo S de Abreu
- Graduate Program in Health Sciences, Federal University of Health Sciences of Porto Alegre, Porto Alegre, Brazil.
- Western Caspian University, Baku, Azerbaijan.
| | - Longen Yang
- Department of Biological Sciences, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
- Suzhou Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Allan V Kalueff
- World Class Research Center for Personalized Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia.
- Institute of Experimental Medicine, Almazov National Medical Research Centre, Ministry of Healthcare of Russian Federation, St. Petersburg, Russia.
- Institute of Translational Biomedicine, St. Petersburg State University, St. Petersburg, Russia.
- Neuroscience Department, Sirius University of Science and Technology, Sirius Federal Territory, Russia.
- Department of Biological Sciences, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China.
- Suzhou Key Laboratory of Neurobiology and Cell Signaling, School of Science, Xi'an Jiaotong-Liverpool University, Suzhou, China.
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3
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Feng B, Liu Y, Zhang J, Qu S, Yang W. Miniature origami robot for various biological micromanipulations. Nat Commun 2025; 16:2633. [PMID: 40097451 PMCID: PMC11914047 DOI: 10.1038/s41467-025-57815-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 02/27/2025] [Indexed: 03/19/2025] Open
Abstract
Robotic micromanipulation is widely applied in biological research and medical procedures, providing a level of operational precision and stability beyond human capability. Compared with traditional micromanipulators that require assembly from many parts, origami manipulators offer advantages such as small size, lightweight, cost-effectiveness, and scalability. However, there are still requirements in biological application to address regarding stiffness, precision, and dexterity. Achieving a compact and functional parallel mechanism through origami structures remains a challenging problem. Here, we present the Micro-X4, a 4-Degree-of-Freedom (4-DoF) origami micromanipulator, which offers a workspace of 756 mm3, with a precision of 346 nm and a stiffness of 2738 N/m. We conduct a series of micromanipulation tasks, ranging from the tissue scale to the subcellular scale, including pattern cutting, cell positioning and puncturing, as well as cell cutting and insertion. Contact force measurement is further integrated to demonstrate precise control over cell operations and puncturing. We envision the Micro-X4 as the foundation for the next generation of lightweight and compact micromanipulation devices.
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Affiliation(s)
- Bo Feng
- State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, China
- Key Laboratory of Soft Machines and Smart Devices of Zhejiang Province, Zhejiang University, Hangzhou, China
- Department of Engineering Mechanics, Zhejiang University, Hangzhou, China
- Center for X-Mechanics, Zhejiang University, Hangzhou, China
| | - Yide Liu
- State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, China.
- Key Laboratory of Soft Machines and Smart Devices of Zhejiang Province, Zhejiang University, Hangzhou, China.
- Department of Engineering Mechanics, Zhejiang University, Hangzhou, China.
- Center for X-Mechanics, Zhejiang University, Hangzhou, China.
| | - Jiahang Zhang
- State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, China
- Key Laboratory of Soft Machines and Smart Devices of Zhejiang Province, Zhejiang University, Hangzhou, China
- Department of Engineering Mechanics, Zhejiang University, Hangzhou, China
- Center for X-Mechanics, Zhejiang University, Hangzhou, China
| | - Shaoxing Qu
- State Key Laboratory of Fluid Power & Mechatronic Systems, Zhejiang University, Hangzhou, China.
- Key Laboratory of Soft Machines and Smart Devices of Zhejiang Province, Zhejiang University, Hangzhou, China.
- Department of Engineering Mechanics, Zhejiang University, Hangzhou, China.
- Center for X-Mechanics, Zhejiang University, Hangzhou, China.
- Eye Center of the Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, China.
| | - Wei Yang
- Department of Engineering Mechanics, Zhejiang University, Hangzhou, China
- Center for X-Mechanics, Zhejiang University, Hangzhou, China
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Guo X, Zhao A, Zhang Y, Jiang H, Tang L, Lu B, Ying Y, Zhou M. Design and developing a robot-assisted cell batch microinjection system for zebrafish embryo. MICROSYSTEMS & NANOENGINEERING 2025; 11:29. [PMID: 39979250 PMCID: PMC11842578 DOI: 10.1038/s41378-024-00809-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 08/03/2024] [Accepted: 08/20/2024] [Indexed: 02/22/2025]
Abstract
The microinjection of Zebrafish embryos is significant to life science and biomedical research. In this article, a novel automated system is developed for cell microinjection. A sophisticated microfluidic chip is designed to transport, hold, and inject cells continuously. For the first time, a microinjector with microforce perception is proposed and integrated within the enclosed microfluidic chip to judge whether cells have been successfully punctured. The deep learning model is employed to detect the yolk center of zebrafish embryos and locate the position of the injection needle within the yolk, which enables enhancing the precision of cell injection. A prototype is fabricated to achieve automatic batch microinjection. Experimental results demonstrated that the injection efficiency is about 20 seconds per cell. Cell puncture success rate and cell survival rate are 100% and 84%, respectively. Compared to manual operation, this proposed system improves cell operation efficiency and cell survival rate. The proposed microinjection system has the potential to greatly reduce the workload of the experimenters and shorten the relevant study period.
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Affiliation(s)
- Xiangyu Guo
- Robotic Micro-nano Manipulation Lab, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Antian Zhao
- Robotic Micro-nano Manipulation Lab, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Youchao Zhang
- Robotic Micro-nano Manipulation Lab, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Huanyu Jiang
- Robotic Micro-nano Manipulation Lab, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Longhua Tang
- College of Optical Science and Engineering, Zhejiang University, Hangzhou, China
| | - Bo Lu
- Robotics and Microsystems Center, School of Mechanical and Electric Engineering, Soochow University, Suzhou, China
| | - Yibin Ying
- Robotic Micro-nano Manipulation Lab, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China
| | - Mingchuan Zhou
- Robotic Micro-nano Manipulation Lab, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, China.
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5
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Han G, Khosla K, Smith KT, Ng DWH, Lee J, Ouyang X, Bischof JC, McAlpine MC. 3D Printed Organisms Enabled by Aspiration-Assisted Adaptive Strategies. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2024; 11:e2404617. [PMID: 39031674 PMCID: PMC11348114 DOI: 10.1002/advs.202404617] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2024] [Indexed: 07/22/2024]
Abstract
Devising an approach to deterministically position organisms can impact various fields such as bioimaging, cybernetics, cryopreservation, and organism-integrated devices. This requires continuously assessing the locations of randomly distributed organisms to collect and transfer them to target spaces without harm. Here, an aspiration-assisted adaptive printing system is developed that tracks, harvests, and relocates living and moving organisms on target spaces via a pick-and-place mechanism that continuously adapts to updated visual and spatial information about the organisms and target spaces. These adaptive printing strategies successfully positioned a single static organism, multiple organisms in droplets, and a single moving organism on target spaces. Their capabilities are exemplified by printing vitrification-ready organisms in cryoprotectant droplets, sorting live organisms from dead ones, positioning organisms on curved surfaces, organizing organism-powered displays, and integrating organisms with materials and devices in customizable shapes. These printing strategies can ultimately lead to autonomous biomanufacturing methods to evaluate and assemble organisms for a variety of single and multi-organism-based applications.
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Affiliation(s)
- Guebum Han
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
- Center for Advanced Technologies for the Preservation of Biological Systems (ATP‐Bio)University of MinnesotaMinneapolisMN55455USA
| | - Kanav Khosla
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
- Center for Advanced Technologies for the Preservation of Biological Systems (ATP‐Bio)University of MinnesotaMinneapolisMN55455USA
| | - Kieran T. Smith
- Center for Advanced Technologies for the Preservation of Biological Systems (ATP‐Bio)University of MinnesotaMinneapolisMN55455USA
- Department of FisheriesWildlife and Conservation BiologyUniversity of MinnesotaMinneapolisMN55108USA
| | - Daniel Wai Hou Ng
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
| | - JiYong Lee
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
| | - Xia Ouyang
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
| | - John C. Bischof
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
- Center for Advanced Technologies for the Preservation of Biological Systems (ATP‐Bio)University of MinnesotaMinneapolisMN55455USA
- Department of Biomedical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
| | - Michael C. McAlpine
- Department of Mechanical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
- Center for Advanced Technologies for the Preservation of Biological Systems (ATP‐Bio)University of MinnesotaMinneapolisMN55455USA
- Department of Biomedical EngineeringUniversity of MinnesotaMinneapolisMN55455USA
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6
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Hu T, Kumar AR, Luo Y, Tay A. Automating CAR-T Transfection with Micro and Nano-Technologies. SMALL METHODS 2024; 8:e2301300. [PMID: 38054597 DOI: 10.1002/smtd.202301300] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 11/15/2023] [Indexed: 12/07/2023]
Abstract
Cancer poses a significant health challenge, with traditional treatments like surgery, radiotherapy, and chemotherapy often lacking in cell specificity and long-term curative potential. Chimeric antigen receptor T cell (CAR-T) therapy,utilizing genetically engineered T cells to target cancer cells, is a promising alternative. However, its high cost limits widespread application. CAR-T manufacturing process encompasses three stages: cell isolation and activation, transfection, and expansion.While the first and last stages have straightforward, commercially available automation technologies, the transfection stage lags behind. Current automated transfection relies on viral vectors or bulk electroporation, which have drawbacks such as limited cargo capacity and significant cell disturbance. Conversely, micro and nano-tool methods offer higher throughput and cargo flexibility, yet their automation remains underexplored.In this perspective, the progress in micro and nano-engineering tools for CAR-T transfection followed by a discussion to automate them is described. It is anticipated that this work can inspire the community working on micro and nano transfection techniques to examine how their protocols can be automated to align with the growing interest in automating CAR-T manufacturing.
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Affiliation(s)
- Tianmu Hu
- Engineering Science Programme, National University of Singapore, Singapore, 117575, Singapore
| | - Arun Rk Kumar
- Department of Biomedical Engineering, National University of Singapore, Singapore, 117583, Singapore
- Institute for Health Innovation & Technology, National University of Singapore, Singapore, 117599, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore, 117597, Singapore
| | - Yikai Luo
- Department of Biomedical Engineering, National University of Singapore, Singapore, 117583, Singapore
- Institute for Health Innovation & Technology, National University of Singapore, Singapore, 117599, Singapore
| | - Andy Tay
- Department of Biomedical Engineering, National University of Singapore, Singapore, 117583, Singapore
- Institute for Health Innovation & Technology, National University of Singapore, Singapore, 117599, Singapore
- Tissue Engineering Programme, National University of Singapore, Singapore, 117510, Singapore
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7
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Habjan E, Schouten GK, Speer A, van Ulsen P, Bitter W. Diving into drug-screening: zebrafish embryos as an in vivo platform for antimicrobial drug discovery and assessment. FEMS Microbiol Rev 2024; 48:fuae011. [PMID: 38684467 PMCID: PMC11078164 DOI: 10.1093/femsre/fuae011] [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: 11/01/2023] [Revised: 02/24/2024] [Accepted: 04/26/2024] [Indexed: 05/02/2024] Open
Abstract
The rise of multidrug-resistant bacteria underlines the need for innovative treatments, yet the introduction of new drugs has stagnated despite numerous antimicrobial discoveries. A major hurdle is a poor correlation between promising in vitro data and in vivo efficacy in animal models, which is essential for clinical development. Early in vivo testing is hindered by the expense and complexity of existing animal models. Therefore, there is a pressing need for cost-effective, rapid preclinical models with high translational value. To overcome these challenges, zebrafish embryos have emerged as an attractive model for infectious disease studies, offering advantages such as ethical alignment, rapid development, ease of maintenance, and genetic manipulability. The zebrafish embryo infection model, involving microinjection or immersion of pathogens and potential antibiotic hit compounds, provides a promising solution for early-stage drug screening. It offers a cost-effective and rapid means of assessing the efficacy, toxicity and mechanism of action of compounds in a whole-organism context. This review discusses the experimental design of this model, but also its benefits and challenges. Additionally, it highlights recently identified compounds in the zebrafish embryo infection model and discusses the relevance of the model in predicting the compound's clinical potential.
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Affiliation(s)
- Eva Habjan
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center,De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Gina K Schouten
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center,De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Alexander Speer
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center,De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Peter van Ulsen
- Section Molecular Microbiology of A-LIFE, Vrije Universiteit, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands
| | - Wilbert Bitter
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center,De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
- Section Molecular Microbiology of A-LIFE, Vrije Universiteit, De Boelelaan 1085, 1081 HV Amsterdam, The Netherlands
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Alegria AD, Joshi AS, Mendana JB, Khosla K, Smith KT, Auch B, Donovan M, Bischof J, Gohl DM, Kodandaramaiah SB. High-throughput genetic manipulation of multicellular organisms using a machine-vision guided embryonic microinjection robot. Genetics 2024; 226:iyae025. [PMID: 38373262 PMCID: PMC10990426 DOI: 10.1093/genetics/iyae025] [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: 10/09/2023] [Revised: 01/02/2024] [Accepted: 01/08/2024] [Indexed: 02/21/2024] Open
Abstract
Microinjection is a technique used for transgenesis, mutagenesis, cell labeling, cryopreservation, and in vitro fertilization in multiple single and multicellular organisms. Microinjection requires specialized skills and involves rate-limiting and labor-intensive preparatory steps. Here, we constructed a machine-vision guided generalized robot that fully automates the process of microinjection in fruit fly (Drosophila melanogaster) and zebrafish (Danio rerio) embryos. The robot uses machine learning models trained to detect embryos in images of agar plates and identify specific anatomical locations within each embryo in 3D space using dual view microscopes. The robot then serially performs a microinjection in each detected embryo. We constructed and used three such robots to automatically microinject tens of thousands of Drosophila and zebrafish embryos. We systematically optimized robotic microinjection for each species and performed routine transgenesis with proficiency comparable to highly skilled human practitioners while achieving up to 4× increases in microinjection throughput in Drosophila. The robot was utilized to microinject pools of over 20,000 uniquely barcoded plasmids into 1,713 embryos in 2 days to rapidly generate more than 400 unique transgenic Drosophila lines. This experiment enabled a novel measurement of the number of independent germline integration events per successfully injected embryo. Finally, we showed that robotic microinjection of cryoprotective agents in zebrafish embryos significantly improves vitrification rates and survival of cryopreserved embryos post-thaw as compared to manual microinjection. We anticipate that the robot can be used to carry out microinjection for genome-wide manipulation and cryopreservation at scale in a wide range of organisms.
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Affiliation(s)
- Andrew D Alegria
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
| | - Amey S Joshi
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
| | - Jorge Blanco Mendana
- University of Minnesota Genomics Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Kanav Khosla
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
| | - Kieran T Smith
- Department of Fisheries, Wildlife and Conservation Biology, University of Minnesota, St. Paul, MN 55108, USA
| | - Benjamin Auch
- University of Minnesota Genomics Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - Margaret Donovan
- University of Minnesota Genomics Center, University of Minnesota, Minneapolis, MN 55455, USA
| | - John Bischof
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
| | - Daryl M Gohl
- University of Minnesota Genomics Center, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Genetics, Cell Biology and Development, University of Minnesota, Minneapolis, MN 55455, USA
| | - Suhasa B Kodandaramaiah
- Department of Mechanical Engineering, University of Minnesota, Minneapolis, MN 55455, USA
- Department of Neuroscience, University of Minnesota, Minneapolis, MN 55455, USA
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Kalathil Balakrishnan H, Schultz AG, Lee SM, Alexander R, Dumée LF, Doeven EH, Yuan D, Guijt RM. 3D printed porous membrane integrated devices to study the chemoattractant induced behavioural response of aquatic organisms. LAB ON A CHIP 2024; 24:505-516. [PMID: 38165774 DOI: 10.1039/d3lc00488k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
Biological models with genetic similarities to humans are used for exploratory research to develop behavioral screening tools and understand sensory-motor interactions. Their small, often mm-sized appearance raises challenges in the straightforward quantification of their subtle behavioral responses and calls for new, customisable research tools. 3D printing provides an attractive approach for the manufacture of custom designs at low cost; however, challenges remain in the integration of functional materials like porous membranes. Nanoporous membranes have been integrated with resin exchange using purpose-designed resins by digital light projection 3D printing to yield functionally integrated devices using a simple, economical and semi-automated process. Here, the impact of the layer thickness and layer number on the porous properties - parameters unique for 3D printing - are investigated, showing decreases in mean pore diameter and porosity with increasing layer height and layer number. From the same resin formulation, materials with average pore size between 200 and 600 nm and porosity between 45% and 61% were printed. Membrane-integrated devices were used to study the chemoattractant induced behavioural response of zebrafish embryos and planarians, both demonstrating a predominant behavioral response towards the chemoattractant, spending >85% of experiment time in the attractant side of the observation chamber. The presented 3D printing method can be used for printing custom designed membrane-integrated devices using affordable 3D printers and enable fine-tuning of porous properties through adjustment of layer height and number. This accessible approach is expected to be adopted for applications including behavioural studies, early-stage pre-clinical drug discovery and (environmental) toxicology.
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Affiliation(s)
- Hari Kalathil Balakrishnan
- Centre for Rural and Regional Futures, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia.
- Institute for Frontier Materials, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia
| | - Aaron G Schultz
- School of Life and Environmental Sciences, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia
| | - Soo Min Lee
- Centre for Rural and Regional Futures, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia.
| | - Richard Alexander
- Centre for Rural and Regional Futures, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia.
| | - Ludovic F Dumée
- Department of Chemical Engineering, Khalifa University, Abu Dhabi, United Arab Emirates
- Research and Innovation Centre on CO2 and Hydrogen, Khalifa University, Abu Dhabi, United Arab Emirates
| | - Egan H Doeven
- School of Life and Environmental Sciences, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia
| | - Dan Yuan
- Centre for Rural and Regional Futures, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia.
- School of Mechanical and Mining Engineering, The University of Queensland, Brisbane, QLD 4072, Australia.
| | - Rosanne M Guijt
- Centre for Rural and Regional Futures, Deakin University, Locked Bag 20000, Geelong, VIC 3320, Australia.
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10
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Guo Z, Ai N, Ge W, Xu Q. Design of an automated robotic microinjection system for batch injection of zebrafish embryos and larvae. MICROSYSTEMS & NANOENGINEERING 2024; 10:20. [PMID: 38292776 PMCID: PMC10825123 DOI: 10.1038/s41378-023-00645-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/28/2023] [Accepted: 11/22/2023] [Indexed: 02/01/2024]
Abstract
This paper presents the design of a vision-based automated robotic microinjection system for batch injection of both zebrafish embryos and larvae. A novel visual recognition algorithm based on an automatic threshold and excessive dilatation is introduced to accurately identify the center of zebrafish embryos and larval yolks. A corresponding software system is developed using the producer-consumer model as the framework structure, and a friendly user interface is designed to allow operators to choose from a range of desired functions according to their different needs. In addition, a novel microstructural agarose device is designed and fabricated to simultaneously immobilize mixed batches of embryos and larvae. Moreover, a prototype microinjection system is fabricated by integrating hardware devices with visual algorithms. An experimental study is conducted to verify the performance of the robotic microinjection system. The results show that the reported system can accurately identify zebrafish embryos and larvae and efficiently complete batch microinjection tasks of the mixtures with an injection success rate of 92.05% in 13.88 s per sample. Compared with manual and existing microinjection systems, the proposed system demonstrates the merits of versatility, excellent efficiency, high success rate, high survival rate, and sufficient stability.
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Affiliation(s)
- Zhongyi Guo
- Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, China
| | - Nana Ai
- Department of Biomedical Sciences and Centre of Reproduction, Development and Aging (CRDA), Faculty of Health Sciences, University of Macau, Macau, China
| | - Wei Ge
- Department of Biomedical Sciences and Centre of Reproduction, Development and Aging (CRDA), Faculty of Health Sciences, University of Macau, Macau, China
| | - Qingsong Xu
- Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, China
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11
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Sakamoto K, Aoyama T, Takeuchi M, Hasegawa Y. Intuitive Cell Manipulation Microscope System with Haptic Device for Intracytoplasmic Sperm Injection Simplification. SENSORS (BASEL, SWITZERLAND) 2024; 24:711. [PMID: 38276402 PMCID: PMC10819291 DOI: 10.3390/s24020711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/18/2024] [Accepted: 01/19/2024] [Indexed: 01/27/2024]
Abstract
In recent years, the demand for effective intracytoplasmic sperm injection (ICSI) for the treatment of male infertility has increased. The ICSI operation is complicated as it involves delicate organs and requires a high level of skill. Several cell manipulation systems that do not require such skills have been proposed; notably, several automated methods are available for cell rotation. However, these methods are unfeasible for the delicate ICSI medical procedure because of safety issues. Thus, this study proposes a microscopic system that enables intuitive micropipette manipulation using a haptic device that safely and efficiently performs the entire ICSI procedure. The proposed system switches between field-of-view expansion and three-dimensional image presentation to present images according to the operational stage. In addition, the system enables intuitive pipette manipulation using a haptic device. Experiments were conducted on microbeads instead of oocytes. The results confirmed that the time required for the experimental task was improved by 52.6%, and the injection error was improved by 75.3% compared to those observed in the conventional system.
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Affiliation(s)
| | - Tadayoshi Aoyama
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8601, Japan
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12
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Tazin N, Lambert CJ, Samuel R, Stevenson TJ, Bonkowsky JL, Gale BK. Transgenic expression in zebrafish embryos with an intact chorion by electroporation and microinjection. BIOTECHNOLOGY REPORTS (AMSTERDAM, NETHERLANDS) 2023; 40:e00814. [PMID: 37840570 PMCID: PMC10569972 DOI: 10.1016/j.btre.2023.e00814] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Revised: 09/26/2023] [Accepted: 09/30/2023] [Indexed: 10/17/2023]
Abstract
Electroporation is regularly used to deliver agents into cells, including transgenic materials, but it is not used for mutating zebrafish embryos due to the lack of suitable systems, information on appropriate operating parameters, and the challenges posed by the protective chorion. Here, a novel method for gene delivery in zebrafish embryos was developed by combining microinjection into the space between the chorion and the embryo followed by electroporation. This method eliminates the need for chorion removal and injecting into the space between the chorion and embryo eliminates the need for finding and identifying key cell locations before performing an injection, making the process much simpler and more automatable. We also developed a microfluidic electroporation system and optimized electric pulse parameters for transgenesis of embryos. The study provided a novel method for gene delivery in zebrafish embryos that can be potentially implemented in a high throughput transgenesis or mutagenesis system.
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Affiliation(s)
- Nusrat Tazin
- Department of Electrical and Computer Engineering, University of Utah, Salt Lake City, UT, USA
| | | | - Raheel Samuel
- Department of Mechanical Engineering, University of Utah, Salt Lake City, Utah, USA
| | - Tamara J. Stevenson
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Joshua L. Bonkowsky
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, Utah, USA
| | - Bruce K. Gale
- Department of Mechanical Engineering, University of Utah, Salt Lake City, Utah, USA
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13
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Gimondi S, Ferreira H, Reis RL, Neves NM. Microfluidic Devices: A Tool for Nanoparticle Synthesis and Performance Evaluation. ACS NANO 2023; 17:14205-14228. [PMID: 37498731 PMCID: PMC10416572 DOI: 10.1021/acsnano.3c01117] [Citation(s) in RCA: 73] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 07/24/2023] [Indexed: 07/29/2023]
Abstract
The use of nanoparticles (NPs) in nanomedicine holds great promise for the treatment of diseases for which conventional therapies present serious limitations. Additionally, NPs can drastically improve early diagnosis and follow-up of many disorders. However, to harness their full capabilities, they must be precisely designed, produced, and tested in relevant models. Microfluidic systems can simulate dynamic fluid flows, gradients, specific microenvironments, and multiorgan complexes, providing an efficient and cost-effective approach for both NPs synthesis and screening. Microfluidic technologies allow for the synthesis of NPs under controlled conditions, enhancing batch-to-batch reproducibility. Moreover, due to the versatility of microfluidic devices, it is possible to generate and customize endless platforms for rapid and efficient in vitro and in vivo screening of NPs' performance. Indeed, microfluidic devices show great potential as advanced systems for small organism manipulation and immobilization. In this review, first we summarize the major microfluidic platforms that allow for controlled NPs synthesis. Next, we will discuss the most innovative microfluidic platforms that enable mimicking in vitro environments as well as give insights into organism-on-a-chip and their promising application for NPs screening. We conclude this review with a critical assessment of the current challenges and possible future directions of microfluidic systems in NPs synthesis and screening to impact the field of nanomedicine.
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Affiliation(s)
- Sara Gimondi
- 3B’s
Research Group, I3Bs − Research Institute on Biomaterials, Biodegradables and Biomimetics, University of Minho, Headquarters
of the European Institute of Excellence on Tissue Engineering and
Regenerative Medicine, AvePark, Parque
de Ciência e Tecnologia, Zona Industrial da Gandra, 4805-017 Barco, Guimarães, Portugal
- ICVS/3B’s−PT
Government Associate Laboratory, 4805-017 Braga, Guimarães, Portugal
| | - Helena Ferreira
- 3B’s
Research Group, I3Bs − Research Institute on Biomaterials, Biodegradables and Biomimetics, University of Minho, Headquarters
of the European Institute of Excellence on Tissue Engineering and
Regenerative Medicine, AvePark, Parque
de Ciência e Tecnologia, Zona Industrial da Gandra, 4805-017 Barco, Guimarães, Portugal
- ICVS/3B’s−PT
Government Associate Laboratory, 4805-017 Braga, Guimarães, Portugal
| | - Rui L. Reis
- 3B’s
Research Group, I3Bs − Research Institute on Biomaterials, Biodegradables and Biomimetics, University of Minho, Headquarters
of the European Institute of Excellence on Tissue Engineering and
Regenerative Medicine, AvePark, Parque
de Ciência e Tecnologia, Zona Industrial da Gandra, 4805-017 Barco, Guimarães, Portugal
- ICVS/3B’s−PT
Government Associate Laboratory, 4805-017 Braga, Guimarães, Portugal
| | - Nuno M. Neves
- 3B’s
Research Group, I3Bs − Research Institute on Biomaterials, Biodegradables and Biomimetics, University of Minho, Headquarters
of the European Institute of Excellence on Tissue Engineering and
Regenerative Medicine, AvePark, Parque
de Ciência e Tecnologia, Zona Industrial da Gandra, 4805-017 Barco, Guimarães, Portugal
- ICVS/3B’s−PT
Government Associate Laboratory, 4805-017 Braga, Guimarães, Portugal
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14
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Rosa JT, Tarasco M, Gavaia PJ, Cancela ML, Laizé V. Screening of Mineralogenic and Osteogenic Compounds in Zebrafish—Tools to Improve Assay Throughput and Data Accuracy. Pharmaceuticals (Basel) 2022; 15:ph15080983. [PMID: 36015130 PMCID: PMC9412667 DOI: 10.3390/ph15080983] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Revised: 07/24/2022] [Accepted: 08/03/2022] [Indexed: 12/16/2022] Open
Abstract
Bone disorders affect millions of people worldwide and treatments currently available often produce undesirable secondary effects or have limited efficacy. It is therefore of the utmost interest for patients to develop more efficient drugs with reduced off-target activities. In the long process of drug development, screening and preclinical validation have recently gained momentum with the increased use of zebrafish as a model organism to study pathological processes related to human bone disorders, and the development of zebrafish high-throughput screening assays to identify bone anabolic compounds. In this review, we provided a comprehensive overview of the literature on zebrafish bone-related assays and evaluated their performance towards an integration into screening pipelines for the discovery of mineralogenic/osteogenic compounds. Tools available to standardize fish housing and feeding procedures, synchronize embryo production, and automatize specimen sorting and image acquisition/analysis toward faster and more accurate screening outputs were also presented.
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Affiliation(s)
- Joana T. Rosa
- Centre of Marine Sciences, University of Algarve, 8005-139 Faro, Portugal
- S2AQUA—Collaborative Laboratory, Association for a Sustainable and Smart Aquaculture, 8700-194 Olhão, Portugal
| | - Marco Tarasco
- Centre of Marine Sciences, University of Algarve, 8005-139 Faro, Portugal
| | - Paulo J. Gavaia
- Centre of Marine Sciences, University of Algarve, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, University of Algarve, 8005-139 Faro, Portugal
- GreenColab—Associação Oceano Verde, University of Algarve, 8005-139 Faro, Portugal
| | - M. Leonor Cancela
- Centre of Marine Sciences, University of Algarve, 8005-139 Faro, Portugal
- Faculty of Medicine and Biomedical Sciences, University of Algarve, 8005-139 Faro, Portugal
- Algarve Biomedical Center, University of Algarve, 8005-139 Faro, Portugal
| | - Vincent Laizé
- Centre of Marine Sciences, University of Algarve, 8005-139 Faro, Portugal
- S2AQUA—Collaborative Laboratory, Association for a Sustainable and Smart Aquaculture, 8700-194 Olhão, Portugal
- Correspondence:
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15
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Qian C, Yu X, Tong M, Zhuang S, Lin W. Visual-Guided Solutions in Automated Zebrafish Larva Heart Micro-Injection. IEEE Robot Autom Lett 2022. [DOI: 10.1109/lra.2021.3140059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Cheng Qian
- Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China
| | - Xinghu Yu
- Ningbo Institute of Intelligent Equipment Technology Co. Ltd., Ningbo, China
| | - Mingsi Tong
- Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China
| | - Songlin Zhuang
- Department of Mechanical Engineering, University of Victoria, Victoria, Canada
| | - Weiyang Lin
- Research Institute of Intelligent Control and Systems, Harbin Institute of Technology, Harbin, China
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16
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Chi Z, Xu Q, Ai N, Ge W. Design and Implementation of an Automatic Batch Microinjection System for Zebrafish Larvae. IEEE Robot Autom Lett 2022. [DOI: 10.1109/lra.2022.3143286] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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17
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Liu Y, Cui M, Zhang Y, Zhao X, Sun M, Zhao X. Oocyte Penetration Speed Optimization Based on Intracellular Strain. MICROMACHINES 2022; 13:309. [PMID: 35208433 PMCID: PMC8875814 DOI: 10.3390/mi13020309] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Revised: 02/10/2022] [Accepted: 02/14/2022] [Indexed: 02/04/2023]
Abstract
Oocyte penetration is an essential step for many biological technologies, such as animal cloning, embryo microinjection, and intracytoplasmic sperm injection (ICSI). Although the success rate of robotic cell penetration is very high now, the development potential of oocytes after penetration has not been significantly improved compared with manual operation. In this paper, we optimized the oocyte penetration speed based on the intracellular strain. We firstly analyzed the intracellular strain at different penetration speeds and performed the penetration experiments on porcine oocytes. Secondly, we studied the cell development potential after penetration at different penetration speeds. The statistical results showed that the percentage of large intracellular strain decreased by 80% and the maximum and average intracellular strain decreased by 25-38% at the penetration speed of 50 μm/s compared to at 10 μm/s. Experiment results showed that the cleavage rates of the oocytes after penetration increased from 65.56% to 86.36%, as the penetration speed increased from 10 to 50 μm/s. Finally, we verified the gene expression of oocytes after penetration at different speeds. The experimental results showed that the totipotency and antiapoptotic genes of oocytes were significantly higher after penetration at the speed of 50 μm/s, which verified the effectiveness of the optimization method at the gene level.
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Affiliation(s)
- Yaowei Liu
- Institute of Robotics and Automatic Information System, The Tianjin Key Laboratory of Intelligent Robotics, Nankai University, Tianjin 300071, China; (Y.L.); (Y.Z.); (X.Z.); (M.S.)
- Institute of Intelligence Technology and Robotic Systems, Shenzhen Research Institute of Nankai University, Shenzhen 518083, China;
| | - Maosheng Cui
- Institute of Intelligence Technology and Robotic Systems, Shenzhen Research Institute of Nankai University, Shenzhen 518083, China;
- Institute of Animal Sciences, Tianjin 300112, China
| | - Yidi Zhang
- Institute of Robotics and Automatic Information System, The Tianjin Key Laboratory of Intelligent Robotics, Nankai University, Tianjin 300071, China; (Y.L.); (Y.Z.); (X.Z.); (M.S.)
| | - Xiangfei Zhao
- Institute of Robotics and Automatic Information System, The Tianjin Key Laboratory of Intelligent Robotics, Nankai University, Tianjin 300071, China; (Y.L.); (Y.Z.); (X.Z.); (M.S.)
| | - Mingzhu Sun
- Institute of Robotics and Automatic Information System, The Tianjin Key Laboratory of Intelligent Robotics, Nankai University, Tianjin 300071, China; (Y.L.); (Y.Z.); (X.Z.); (M.S.)
- Institute of Intelligence Technology and Robotic Systems, Shenzhen Research Institute of Nankai University, Shenzhen 518083, China;
| | - Xin Zhao
- Institute of Robotics and Automatic Information System, The Tianjin Key Laboratory of Intelligent Robotics, Nankai University, Tianjin 300071, China; (Y.L.); (Y.Z.); (X.Z.); (M.S.)
- Institute of Intelligence Technology and Robotic Systems, Shenzhen Research Institute of Nankai University, Shenzhen 518083, China;
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18
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Chakrabarty P, Gupta P, Illath K, Kar S, Nagai M, Tseng FG, Santra TS. Microfluidic mechanoporation for cellular delivery and analysis. Mater Today Bio 2022; 13:100193. [PMID: 35005598 PMCID: PMC8718663 DOI: 10.1016/j.mtbio.2021.100193] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 12/13/2021] [Accepted: 12/20/2021] [Indexed: 01/08/2023] Open
Abstract
Highly efficient intracellular delivery strategies are essential for developing therapeutic, diagnostic, biological, and various biomedical applications. The recent advancement of micro/nanotechnology has focused numerous researches towards developing microfluidic device-based strategies due to the associated high throughput delivery, cost-effectiveness, robustness, and biocompatible nature. The delivery strategies can be carrier-mediated or membrane disruption-based, where membrane disruption methods find popularity due to reduced toxicity, enhanced delivery efficiency, and cell viability. Among all of the membrane disruption techniques, the mechanoporation strategies are advantageous because of no external energy source required for membrane deformation, thereby achieving high delivery efficiencies and increased cell viability into different cell types with negligible toxicity. The past two decades have consequently seen a tremendous boost in mechanoporation-based research for intracellular delivery and cellular analysis. This article provides a brief review of the most recent developments on microfluidic-based mechanoporation strategies such as microinjection, nanoneedle arrays, cell-squeezing, and hydroporation techniques with their working principle, device fabrication, cellular delivery, and analysis. Moreover, a brief discussion of the different mechanoporation strategies integrated with other delivery methods has also been provided. Finally, the advantages, limitations, and future prospects of this technique are discussed compared to other intracellular delivery techniques.
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Affiliation(s)
- Pulasta Chakrabarty
- Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India
| | - Pallavi Gupta
- Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India
| | - Kavitha Illath
- Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India
| | - Srabani Kar
- Department of Electrical Engineering, University of Cambridge, Cambridge, CB30FA, UK
| | - Moeto Nagai
- Department of Mechanical Engineering, Toyohashi University of Technology, Aichi, Japan
| | - Fan-Gang Tseng
- Department of Engineering and System Science, National Tsing Hua University, Hsinchu, Taiwan
| | - Tuhin Subhra Santra
- Department of Engineering Design, Indian Institute of Technology Madras, Chennai, India
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19
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Muthaiyan Shanmugam M, Manoj H. Microinjection for Single-Cell Analysis and Therapy. HANDBOOK OF SINGLE-CELL TECHNOLOGIES 2022:81-107. [DOI: 10.1007/978-981-10-8953-4_32] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/04/2025]
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20
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Cheng J, Deng J, Liu Y, Zhang S, Lu F, Tian X, Chen W. Step consistency active control method for inertial piezoelectric actuator using embedded strain gauges. THE REVIEW OF SCIENTIFIC INSTRUMENTS 2021; 92:125005. [PMID: 34972430 DOI: 10.1063/5.0074699] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2021] [Accepted: 12/01/2021] [Indexed: 06/14/2023]
Abstract
Inertial piezoelectric actuators (IPAs) are widely used in micro-nano manipulation, biomedicine, and other fields as the simple structure and excitation signal. However, the step consistency is difficult to guarantee in a large stroke range due to the limited machining accuracy of the mover and inherent roll back, which limits the practical application in these precision fields. Therefore, a step consistency active control method for IPAs is proposed based on bending hybrid motions, which uses embedded strain gauges as the force sensors to acquire the pressure between the mover and the actuator. The IPA is driven by horizontal bending motion, and the pressure can be dynamically adjusted by vertical bending motion to ensure the constant pressure and achieve a constant step. Experiments results show that the maximum standard deviation of the step is 0.41 µm under the active control of 350 Vp-p and 1 Hz driving voltage within 2 mm stroke range in 500 driving cycles, and the maximum standard deviation of the step is 1.14 µm under the non-active control with the same conditions, which show that the proposed method evidently improves the step consistency of IPA in a large stroke range.
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Affiliation(s)
- Jianfei Cheng
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
| | - Jie Deng
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
| | - Yingxiang Liu
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
| | - Shijing Zhang
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
| | - Fei Lu
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
| | - Xinqi Tian
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
| | - Weishan Chen
- State Key Laboratory of Robotics and System, Harbin Institute of Technology, Harbin 150001, Heilongjiang Province, China
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21
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Habjan E, Ho VQT, Gallant J, Van Stempvoort G, Jim KK, Kuijl C, Geerke DP, Bitter W, Speer A. Anti-tuberculosis Compound Screen using a Zebrafish Infection Model identifies an Aspartyl-tRNA Synthetase Inhibitor. Dis Model Mech 2021; 14:273850. [PMID: 34643222 PMCID: PMC8713996 DOI: 10.1242/dmm.049145] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Accepted: 10/03/2021] [Indexed: 11/20/2022] Open
Abstract
Finding new anti-tuberculosis compounds with convincing in vivo activity is an ongoing global challenge to fight the emergence of multidrug-resistant Mycobacterium tuberculosis isolates. In this study, we exploited the medium-throughput capabilities of the zebrafish embryo infection model with Mycobacterium marinum as a surrogate for M. tuberculosis. Using a representative set of clinically established drugs, we demonstrate that this model could be predictive and selective for antibiotics that can be administered orally. We further used the zebrafish infection model to screen 240 compounds from an anti-tuberculosis hit library for their in vivo activity and identified 14 highly active compounds. One of the most active compounds was the tetracyclic compound TBA161, which was studied in more detail. Analysis of resistant mutants revealed point mutations in aspS (rv2572c), encoding an aspartyl-tRNA synthetase. The target was genetically confirmed, and molecular docking studies propose the possible binding of TBA161 in a pocket adjacent to the catalytic site. This study shows that the zebrafish infection model is suitable for rapidly identifying promising scaffolds with in vivo activity. Summary: Exploitation of the medium-throughput capabilities of a zebrafish embryo infection model of tuberculosis to screen compounds for their in vivo activity, one of which was characterized as an aspartyl-tRNA synthetase inhibitor.
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Affiliation(s)
- Eva Habjan
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands.,Section Molecular Microbiology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Vien Q T Ho
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - James Gallant
- Section Molecular Microbiology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Gunny Van Stempvoort
- Section Molecular Microbiology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Kin Ki Jim
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Coen Kuijl
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Daan P Geerke
- Department of Molecular Toxicology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Wilbert Bitter
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands.,Section Molecular Microbiology, Amsterdam Institute of Molecular and Life Sciences (AIMMS), Vrije Universiteit Amsterdam, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
| | - Alexander Speer
- Department of Medical Microbiology and Infection Control, Amsterdam UMC, Location VU Medical Center, De Boelelaan 1108, 1081 HZ Amsterdam, The Netherlands
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22
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Feng K, Xu Q, Tam LM. Design and Development of a Teleoperated Robotic Microinjection System With Haptic Feedback. IEEE Robot Autom Lett 2021. [DOI: 10.1109/lra.2021.3091017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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23
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Guarin M, Ny A, De Croze N, Maes J, Léonard M, Annaert P, de Witte PAM. Pharmacokinetics in Zebrafish Embryos (ZFE) Following Immersion and Intrayolk Administration: A Fluorescence-Based Analysis. Pharmaceuticals (Basel) 2021; 14:ph14060576. [PMID: 34208572 PMCID: PMC8234359 DOI: 10.3390/ph14060576] [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: 05/28/2021] [Accepted: 06/13/2021] [Indexed: 12/16/2022] Open
Abstract
Zebrafish embryos (ZFE) have increasingly gained in popularity as a model to perform safety screenings of compounds. Although immersion of ZFE is the main route of exposure used, evidence shows that not all small molecules are equally absorbed, possibly resulting in false-negative readouts and incorrect conclusions. In this study, we compared the pharmacokinetics of seven fluorescent compounds with known physicochemical properties that were administered to two-cell stage embryos by immersion or by IY microinjection. Absorption and distribution of the dyes were followed at various timepoints up to 120 hpf by spatiotemporal fluorescence imaging. The concentration (10 µM) and dose (2 mg/kg) used were selected as quantities typically applied in preclinical experiments and zebrafish studies. The data show that in the case of a lipophilic compound (log D: 1.73) the immersion procedure resulted in an intrabody exposure which is similar or higher than that seen after the IY microinjection. In contrast, zero to low intrabody exposure was reached after immersion of the embryos with less lipophilic compounds. In the latter case IY microinjection, a technical procedure that can be easily automated, is highly recommended.
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Affiliation(s)
- Marlly Guarin
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium; (M.G.); (A.N.); (J.M.)
| | - Annelii Ny
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium; (M.G.); (A.N.); (J.M.)
| | - Noémie De Croze
- L’Oréal Research & Innovation, 93600 Aulnay-sous-Bois, France; (N.D.C.); (M.L.)
| | - Jan Maes
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium; (M.G.); (A.N.); (J.M.)
| | - Marc Léonard
- L’Oréal Research & Innovation, 93600 Aulnay-sous-Bois, France; (N.D.C.); (M.L.)
| | - Pieter Annaert
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium
- Correspondence: (P.A.); (P.A.M.d.W.)
| | - Peter A. M. de Witte
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, 3000 Leuven, Belgium; (M.G.); (A.N.); (J.M.)
- Correspondence: (P.A.); (P.A.M.d.W.)
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24
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Guarin M, Faelens R, Giusti A, De Croze N, Léonard M, Cabooter D, Annaert P, de Witte P, Ny A. Spatiotemporal imaging and pharmacokinetics of fluorescent compounds in zebrafish eleuthero-embryos after different routes of administration. Sci Rep 2021; 11:12229. [PMID: 34108572 PMCID: PMC8190279 DOI: 10.1038/s41598-021-91612-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2021] [Accepted: 05/26/2021] [Indexed: 12/12/2022] Open
Abstract
Zebrafish (Danio rerio) is increasingly used to assess the pharmacological activity and toxicity of compounds. The spatiotemporal distribution of seven fluorescent alkyne compounds was examined during 48 h after immersion (10 µM) or microinjection (2 mg/kg) in the pericardial cavity (PC), intraperitoneally (IP) and yolk sac (IY) of 3 dpf zebrafish eleuthero-embryos. By modelling the fluorescence of whole-body contours present in fluorescence images, the main pharmacokinetic (PK) parameter values of the compounds were determined. It was demonstrated that especially in case of short incubations (1-3 h) immersion can result in limited intrabody exposure to compounds. In this case, PC and IP microinjections represent excellent alternatives. Significantly, IY microinjections did not result in a suitable intrabody distribution of the compounds. Performing a QSPkR (quantitative structure-pharmacokinetic relationship) analysis, LogD was identified as the only molecular descriptor that explains the final uptake of the selected compounds. It was also shown that combined administration of compounds (immersion and microinjection) provides a more stable intrabody exposure, at least in case of a prolonged immersion and compounds with LogD value > 1. These results will help reduce the risk of false negative results and can offer an invaluable input for future translational research and safety assessment applications.
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Affiliation(s)
- Marlly Guarin
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium
| | - Ruben Faelens
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium
| | - Arianna Giusti
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium
| | | | - Marc Léonard
- L'Oréal, Research and Innovation, Aulnay-sous-Bois, France
| | - Deirdre Cabooter
- Pharmaceutical Analysis, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium
| | - Pieter Annaert
- Drug Delivery and Disposition, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium.
| | - Peter de Witte
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium.
| | - Annelii Ny
- Laboratory for Molecular Biodiscovery, Department of Pharmaceutical and Pharmacological Sciences, University of Leuven, Leuven, Belgium
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25
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Establishment of an integrated automated embryonic manipulation system for producing genetically modified mice. Sci Rep 2021; 11:11770. [PMID: 34083640 PMCID: PMC8175685 DOI: 10.1038/s41598-021-91148-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2021] [Accepted: 05/18/2021] [Indexed: 11/09/2022] Open
Abstract
Genetically modified mice are commonly used in biologic, medical, and drug discovery research, but conventional microinjection methods used for genetic modification require extensive training and practical experience. Here we present a fully automated system for microinjection into the pronucleus to facilitate genetic modification. We first developed software that automatically controls the microinjection system hardware. The software permits automatic rotation of the zygote to move the pronucleus to the injection pipette insertion position. We also developed software that recognizes the pronucleus in 3-dimensional coordinates so that the injection pipette can be automatically inserted into the pronucleus, and achieved a 94% insertion rate by linking the 2 pieces of software. Next, we determined the optimal solution injection conditions (30 hPa, 0.8-2.0 s) by examining the survival rate of injected zygotes. Finally, we produced transgenic (traditional DNA injection and piggyBac Transposon system) and knock-in (genomic editing) mice using our newly developed Integrated Automated Embryo Manipulation System (IAEMS). We propose that the IAEMS will simplify highly reproducible pronuclear stage zygote microinjection procedures.
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26
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Zhang W, Pan P, Wang X, Chen Y, Rao Y, Liu X. Force-Controlled Mechanical Stimulation and Single-Neuron Fluorescence Imaging of Drosophila Larvae. IEEE Robot Autom Lett 2021. [DOI: 10.1109/lra.2021.3061874] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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27
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Patino CA, Mukherjee P, Lemaitre V, Pathak N, Espinosa HD. Deep Learning and Computer Vision Strategies for Automated Gene Editing with a Single-Cell Electroporation Platform. SLAS Technol 2021; 26:26-36. [PMID: 33449846 DOI: 10.1177/2472630320982320] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
Single-cell delivery platforms like microinjection and nanoprobe electroporation enable unparalleled control over cell manipulation tasks but are generally limited in throughput. Here, we present an automated single-cell electroporation system capable of automatically detecting cells with artificial intelligence (AI) software and delivering exogenous cargoes of different sizes with uniform dosage. We implemented a fully convolutional network (FCN) architecture to precisely locate the nuclei and cytosol of six cell types with various shapes and sizes, using phase contrast microscopy. Nuclear staining or reporter fluorescence was used along with phase contrast images of cells within the same field of view to facilitate the manual annotation process. Furthermore, we leveraged the near-human inference capabilities of the FCN network in detecting stained nuclei to automatically generate ground-truth labels of thousands of cells within seconds, and observed no statistically significant difference in performance compared to training with manual annotations. The average detection sensitivity and precision of the FCN network were 95±1.7% and 90±1.8%, respectively, outperforming a traditional image-processing algorithm (72±7.2% and 72±5.5%) used for comparison. To test the platform, we delivered fluorescent-labeled proteins into adhered cells and measured a delivery efficiency of 90%. As a demonstration, we used the automated single-cell electroporation platform to deliver Cas9-guide RNA (gRNA) complexes into an induced pluripotent stem cell (iPSC) line to knock out a green fluorescent protein-encoding gene in a population of ~200 cells. The results demonstrate that automated single-cell delivery is a useful cell manipulation tool for applications that demand throughput, control, and precision.
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Affiliation(s)
- Cesar A Patino
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,iNfinitesimal LLC, Skokie, IL, USA
| | - Prithvijit Mukherjee
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, USA.,iNfinitesimal LLC, Skokie, IL, USA
| | | | - Nibir Pathak
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, USA
| | - Horacio D Espinosa
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA.,Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, USA.,iNfinitesimal LLC, Skokie, IL, USA
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28
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Zhang G, Tong M, Zhuang S, Yu X, Sun W, Lin W, Gao H. Zebrafish Larva Orientation and Smooth Aspiration Control for Microinjection. IEEE Trans Biomed Eng 2021; 68:47-55. [DOI: 10.1109/tbme.2020.2999896] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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29
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Brooks J, Minnick G, Mukherjee P, Jaberi A, Chang L, Espinosa HD, Yang R. High Throughput and Highly Controllable Methods for In Vitro Intracellular Delivery. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2020; 16:e2004917. [PMID: 33241661 PMCID: PMC8729875 DOI: 10.1002/smll.202004917] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/11/2020] [Revised: 10/06/2020] [Indexed: 05/03/2023]
Abstract
In vitro and ex vivo intracellular delivery methods hold the key for releasing the full potential of tissue engineering, drug development, and many other applications. In recent years, there has been significant progress in the design and implementation of intracellular delivery systems capable of delivery at the same scale as viral transfection and bulk electroporation but offering fewer adverse outcomes. This review strives to examine a variety of methods for in vitro and ex vivo intracellular delivery such as flow-through microfluidics, engineered substrates, and automated probe-based systems from the perspective of throughput and control. Special attention is paid to a particularly promising method of electroporation using micro/nanochannel based porous substrates, which expose small patches of cell membrane to permeabilizing electric field. Porous substrate electroporation parameters discussed include system design, cells and cargos used, transfection efficiency and cell viability, and the electric field and its effects on molecular transport. The review concludes with discussion of potential new innovations which can arise from specific aspects of porous substrate-based electroporation platforms and high throughput, high control methods in general.
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Affiliation(s)
- Justin Brooks
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Grayson Minnick
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Prithvijit Mukherjee
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, 60208, USA
| | - Arian Jaberi
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
| | - Lingqian Chang
- School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191, China
| | - Horacio D. Espinosa
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, 60208, USA
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, 60208, USA
| | - Ruiguo Yang
- Department of Mechanical and Materials Engineering, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
- Nebraska Center for Integrated Biomolecular Communication, University of Nebraska-Lincoln, Lincoln, NE, 68588, USA
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30
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Sadak F, Saadat M, Hajiyavand AM. Real-time deep learning-based image recognition for applications in automated positioning and injection of biological cells. Comput Biol Med 2020; 125:103976. [DOI: 10.1016/j.compbiomed.2020.103976] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 08/13/2020] [Accepted: 08/14/2020] [Indexed: 11/29/2022]
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Abstract
Metastasis, the dispersal of cancer cells from a primary tumor to secondary sites within the body, is the leading cause of cancer-related death. Animal models have been an indispensable tool to investigate the complex interactions between the cancer cells and the tumor microenvironment during the metastatic cascade. The zebrafish (Danio rerio) has emerged as a powerful vertebrate model for studying metastatic events in vivo. The zebrafish has many attributes including ex-utero development, which facilitates embryonic manipulation, as well as optically transparent tissues, which enables in vivo imaging of fluorescently labeled cells in real time. Here, we summarize the techniques which have been used to study cancer biology and metastasis in the zebrafish model organism, including genetic manipulation and transgenesis, cell transplantation, live imaging, and high-throughput compound screening. Finally, we discuss studies using the zebrafish, which have complemented and benefited metastasis research.
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Affiliation(s)
- Katy R Astell
- The Centre for Discovery Brain Sciences, The University of Edinburgh, Edinburgh EH16 4SB, United Kingdom
| | - Dirk Sieger
- The Centre for Discovery Brain Sciences, The University of Edinburgh, Edinburgh EH16 4SB, United Kingdom
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32
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Trivedi MM, Mills JK. Centroid calculation of the blastomere from 3D Z-Stack image data of a 2-cell mouse embryo. Biomed Signal Process Control 2020. [DOI: 10.1016/j.bspc.2019.101726] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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33
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Zabihihesari A, Hilliker AJ, Rezai P. Fly-on-a-Chip: Microfluidics for Drosophila melanogaster Studies. Integr Biol (Camb) 2020; 11:425-443. [DOI: 10.1093/intbio/zyz037] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 10/21/2019] [Accepted: 10/26/2019] [Indexed: 12/16/2022]
Abstract
Abstract
The fruit fly or Drosophila melanogaster has been used as a promising model organism in genetics, developmental and behavioral studies as well as in the fields of neuroscience, pharmacology, and toxicology. Not only all the developmental stages of Drosophila, including embryonic, larval, and adulthood stages, have been used in experimental in vivo biology, but also the organs, tissues, and cells extracted from this model have found applications in in vitro assays. However, the manual manipulation, cellular investigation and behavioral phenotyping techniques utilized in conventional Drosophila-based in vivo and in vitro assays are mostly time-consuming, labor-intensive, and low in throughput. Moreover, stimulation of the organism with external biological, chemical, or physical signals requires precision in signal delivery, while quantification of neural and behavioral phenotypes necessitates optical and physical accessibility to Drosophila. Recently, microfluidic and lab-on-a-chip devices have emerged as powerful tools to overcome these challenges. This review paper demonstrates the role of microfluidic technology in Drosophila studies with a focus on both in vivo and in vitro investigations. The reviewed microfluidic devices are categorized based on their applications to various stages of Drosophila development. We have emphasized technologies that were utilized for tissue- and behavior-based investigations. Furthermore, the challenges and future directions in Drosophila-on-a-chip research, and its integration with other advanced technologies, will be discussed.
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Affiliation(s)
| | | | - Pouya Rezai
- Department of Mechanical Engineering, York University, Toronto, ON, Canada
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34
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Abstract
Both injection and biopsy of a mammalian cell require positioning and orientation of a biological cell in a three-dimensional space under a microscope. Manual cell manipulation and orientation is the most commonly used method that is based on a trial-and-error and direct cell poking approach. OBJECTIVE Solve inherent problems of existing approaches, including low efficiency, poor success rate and inconsistent output. METHODS We present a system that is able to automatically rotate a mouse oocyte to a desired orientation based on computer vision. Experimental results demonstrate that the system's capability for intracellular structure recognition and fast oocyte orientation (11.2 s/cell). The system demonstrated overall out-of-plane and in-plane success rates of 94% and 95% respectively. CONCLUSION Our system performs the oocyte rotation by using standard equipment yet significantly improves the efficiency and success rate. SIGNIFICANCE Our methods improve existing techniques and provide a starting point for fast autofocusing and oocyte orientation prior to automatic ICSI or cell biopsy.
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35
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Sieber S, Grossen P, Bussmann J, Campbell F, Kros A, Witzigmann D, Huwyler J. Zebrafish as a preclinical in vivo screening model for nanomedicines. Adv Drug Deliv Rev 2019; 151-152:152-168. [PMID: 30615917 DOI: 10.1016/j.addr.2019.01.001] [Citation(s) in RCA: 101] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2018] [Revised: 12/23/2018] [Accepted: 01/02/2019] [Indexed: 12/11/2022]
Abstract
The interactions of nanomedicines with biological environments is heavily influenced by their physicochemical properties. Formulation design and optimization are therefore key steps towards successful nanomedicine development. Unfortunately, detailed assessment of nanomedicine formulations, at a macromolecular level, in rodents is severely limited by the restricted imaging possibilities within these animals. Moreover, rodent in vivo studies are time consuming and expensive, limiting the number of formulations that can be practically assessed in any one study. Consequently, screening and optimisation of nanomedicine formulations is most commonly performed in surrogate biological model systems, such as human-derived cell cultures. However, despite the time and cost advantages of classical in vitro models, these artificial systems fail to reflect and mimic the complex biological situation a nanomedicine will encounter in vivo. This has acutely hampered the selection of potentially successful nanomedicines for subsequent rodent in vivo studies. Recently, zebrafish have emerged as a promising in vivo model, within nanomedicine development pipelines, by offering opportunities to quickly screen nanomedicines under in vivo conditions and in a cost-effective manner so as to bridge the current gap between in vitro and rodent studies. In this review, we outline several advantageous features of the zebrafish model, such as biological conservation, imaging modalities, availability of genetic tools and disease models, as well as their various applications in nanomedicine development. Critical experimental parameters are discussed and the most beneficial applications of the zebrafish model, in the context of nanomedicine development, are highlighted.
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Affiliation(s)
- Sandro Sieber
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Philip Grossen
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland
| | - Jeroen Bussmann
- Department of Supramolecular and Biomaterials Chemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Frederick Campbell
- Department of Supramolecular and Biomaterials Chemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Alexander Kros
- Department of Supramolecular and Biomaterials Chemistry, Leiden Institute of Chemistry, Leiden University, Leiden, The Netherlands
| | - Dominik Witzigmann
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland; Department of Biochemistry and Molecular Biology, University of British Columbia, Health Sciences Mall, Vancouver, British Columbia, Canada..
| | - Jörg Huwyler
- Division of Pharmaceutical Technology, Department of Pharmaceutical Sciences, University of Basel, Basel, Switzerland.
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36
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Khalili A, Rezai P. Microfluidic devices for embryonic and larval zebrafish studies. Brief Funct Genomics 2019; 18:419-432. [DOI: 10.1093/bfgp/elz006] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 02/09/2019] [Accepted: 03/14/2019] [Indexed: 12/16/2022] Open
Abstract
Abstract
Zebrafish or Danio rerio is an established model organism for studying the genetic, neuronal and behavioral bases of diseases and for toxicology and drug screening. The embryonic and larval stages of zebrafish have been used extensively in fundamental and applied research due to advantages offered such as body transparency, small size, low cost of cultivation and high genetic homology with humans. However, the manual experimental methods used for handling and investigating this organism are limited due to their low throughput, labor intensiveness and inaccuracy in delivering external stimuli to the zebrafish while quantifying various neuronal and behavioral responses. Microfluidic and lab-on-a-chip devices have emerged as ideal technologies to overcome these challenges. In this review paper, the current microfluidic approaches for investigation of behavior and neurobiology of zebrafish at embryonic and larval stages will be reviewed. Our focus will be to provide an overview of the microfluidic methods used to manipulate (deliver and orient), immobilize and expose or inject zebrafish embryos or larvae, followed by quantification of their responses in terms of neuron activities and movement. We will also provide our opinion in terms of the direction that the field of zebrafish microfluidics is heading toward in the area of biomedical engineering.
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Affiliation(s)
- Arezoo Khalili
- Department of Mechanical Engineering, York University, Toronto, ON, Canada
| | - Pouya Rezai
- Department of Mechanical Engineering, York University, Toronto, ON, Canada
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37
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Effect of Injection Speed on Oocyte Deformation in ICSI. MICROMACHINES 2019; 10:mi10040226. [PMID: 30934904 PMCID: PMC6523159 DOI: 10.3390/mi10040226] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 03/18/2019] [Accepted: 03/20/2019] [Indexed: 11/29/2022]
Abstract
Oocyte deformation during injection is a major cause of potential cell damage which can lead to failure in the Intracytoplasmic Sperm Injection (ICSI) operation used as an infertility treatment. Injection speed plays an important role in the deformation creation. In this paper the effect of different speeds on deformation of zebrafish embryos is studied using a specially designed experimental set-up. An analytical model is developed in order to link injection force, deformation, and injection speed. A finite element (FE) model is also developed to analyse the effect of injection speed, allowing the production of additional information that is difficult to obtain experimentally, e.g., deformation and stress fields on the oocyte. The numerical model is validated against experimental results. Experimental results indicate that by increasing the injection speed, the deformation decreases. However, higher speeds cause higher levels of injection force and force fluctuation, leading to a higher vibration during injection. For this reason, an optimum injection speed range is determined. Finally, the FE model was validated against experimental results. The FE model is able to predict the force-deformation variation during injection for different speeds. This proves to be useful for future studies investigating different injection conditions.
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38
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Alcohol exposure during embryonic development: An opportunity to conduct systematic developmental time course analyses in zebrafish. Neurosci Biobehav Rev 2019; 98:185-193. [PMID: 30641117 DOI: 10.1016/j.neubiorev.2019.01.012] [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: 09/14/2018] [Revised: 01/09/2019] [Accepted: 01/11/2019] [Indexed: 12/16/2022]
Abstract
Ethanol affects numerous neurobiological processes depending upon the developmental stage at which it reaches the vertebrate embryo. Exposure time dependency may explain the variable severity and manifestation of life-long symptoms observed in fetal alcohol spectrum disorder (FASD) patients. Characterization of behavioural deficits will help us understand developmental stage-dependency and its underlying biological mechanisms. Here we highlight pioneering studies that model FASD using zebrafish, including those that demonstrated developmental stage-dependency of alcohol effects on some behaviours. We also succinctly review the more expansive mammalian literature, briefly discuss potential developmental stage dependent biological mechanisms alcohol alters, and review some of the disadvantages of mammalian systems versus the zebrafish. We stress that the temporal control of alcohol administration in the externally developing zebrafish gives unprecedented precision and is a major advantage of this species over other model organisms employed so far. We also emphasize that the zebrafish is well suited for high throughput screening and will allow systematic exploration of embryonic-stage dependent alcohol effects via mutagenesis and drug screens.
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39
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Cordero-Maldonado ML, Perathoner S, van der Kolk KJ, Boland R, Heins-Marroquin U, Spaink HP, Meijer AH, Crawford AD, de Sonneville J. Deep learning image recognition enables efficient genome editing in zebrafish by automated injections. PLoS One 2019; 14:e0202377. [PMID: 30615627 PMCID: PMC6322765 DOI: 10.1371/journal.pone.0202377] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2018] [Accepted: 12/13/2018] [Indexed: 12/30/2022] Open
Abstract
One of the most popular techniques in zebrafish research is microinjection. This is a rapid and efficient way to genetically manipulate early developing embryos, and to introduce microbes, chemical compounds, nanoparticles or tracers at larval stages. Here we demonstrate the development of a machine learning software that allows for microinjection at a trained target site in zebrafish eggs at unprecedented speed. The software is based on the open-source deep-learning library Inception v3. In a first step, the software distinguishes wells containing embryos at one-cell stage from wells to be skipped with an accuracy of 93%. A second step was developed to pinpoint the injection site. Deep learning allows to predict this location on average within 42 μm to manually annotated sites. Using a Graphics Processing Unit (GPU), both steps together take less than 100 milliseconds. We first tested our system by injecting a morpholino into the middle of the yolk and found that the automated injection efficiency is as efficient as manual injection (~ 80%). Next, we tested both CRISPR/Cas9 and DNA construct injections into the zygote and obtained a comparable efficiency to that of an experienced experimentalist. Combined with a higher throughput, this results in a higher yield. Hence, the automated injection of CRISPR/Cas9 will allow high-throughput applications to knock out and knock in relevant genes to study their mechanisms or pathways of interest in diverse areas of biomedical research.
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Affiliation(s)
| | - Simon Perathoner
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | | | - Ralf Boland
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | - Ursula Heins-Marroquin
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
| | - Herman P. Spaink
- Institute of Biology, Leiden University, Leiden, the Netherlands
| | | | - Alexander D. Crawford
- Luxembourg Centre for Systems Biomedicine, University of Luxembourg, Belvaux, Luxembourg
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40
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Zhao Y, Sun H, Sha X, Gu L, Zhan Z, Li WJ. A Review of Automated Microinjection of Zebrafish Embryos. MICROMACHINES 2018; 10:E7. [PMID: 30586877 PMCID: PMC6357019 DOI: 10.3390/mi10010007] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/17/2018] [Revised: 12/08/2018] [Accepted: 12/14/2018] [Indexed: 12/02/2022]
Abstract
Cell microinjection is a technique of precise delivery of substances into cells and is widely used for studying cell transfection, signaling pathways, and organelle functions. Microinjection of the embryos of zebrafish, the third most important animal model, has become a very useful technique in bioscience. However, factors such as the small cell size, high cell deformation tendency, and transparent zebrafish embryo membrane make the microinjection process difficult. Furthermore, this process has strict, specific requirements, such as chorion softening, avoiding contacting the first polar body, and high-precision detection. Therefore, highly accurate control and detection platforms are critical for achieving the automated microinjection of zebrafish embryos. This article reviews the latest technologies and methods used in the automated microinjection of zebrafish embryos and provides a detailed description of the current developments and applications of robotic microinjection systems. The review covers key areas related to automated embryo injection, including cell searching and location, cell position and posture adjustment, microscopic visual servoing control, sensors, actuators, puncturing mechanisms, and microinjection.
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Affiliation(s)
- Yuliang Zhao
- School of Control Engineering, Northeastern University, Qinhuangdao 066004, China.
| | - Hui Sun
- School of Control Engineering, Northeastern University, Qinhuangdao 066004, China.
| | - Xiaopeng Sha
- School of Control Engineering, Northeastern University, Qinhuangdao 066004, China.
| | - Lijia Gu
- School of Control Engineering, Northeastern University, Qinhuangdao 066004, China.
| | - Zhikun Zhan
- School of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China.
| | - Wen J Li
- Department of Mechanical Engineering, City University of Hong Kong, Kowloon, Hong Kong 999077, China.
- Shenzhen Academy of Robotics, Shenzhen 518000, China.
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41
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Rosowski EE, Knox BP, Archambault LS, Huttenlocher A, Keller NP, Wheeler RT, Davis JM. The Zebrafish as a Model Host for Invasive Fungal Infections. J Fungi (Basel) 2018; 4:jof4040136. [PMID: 30551557 PMCID: PMC6308935 DOI: 10.3390/jof4040136] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2018] [Revised: 12/10/2018] [Accepted: 12/11/2018] [Indexed: 12/14/2022] Open
Abstract
The zebrafish has become a widely accepted model host for studies of infectious disease, including fungal infections. The species is genetically tractable, and the larvae are transparent and amenable to prolonged in vivo imaging and small molecule screening. The aim of this review is to provide a thorough introduction into the published studies of fungal infection in the zebrafish and the specific ways in which this model has benefited the field. In doing so, we hope to provide potential new zebrafish researchers with a snapshot of the current toolbox and prior results, while illustrating how the model has been used well and where the unfulfilled potential of this model can be found.
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Affiliation(s)
- Emily E Rosowski
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI 53716, USA.
| | - Benjamin P Knox
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI 53716, USA.
| | - Linda S Archambault
- Department of Molecular and Biomedical Sciences, University of Maine, Orono, ME 04469, USA.
| | - Anna Huttenlocher
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI 53716, USA.
- Department of Pediatrics, University of Wisconsin-Madison, Madison, WI 53792, USA.
| | - Nancy P Keller
- Department of Medical Microbiology and Immunology, University of Wisconsin-Madison, Madison, WI 53716, USA.
- Department of Bacteriology, University of Wisconsin-Madison, Madison, WI 53706, USA.
| | - Robert T Wheeler
- Department of Molecular and Biomedical Sciences, University of Maine, Orono, ME 04469, USA.
- Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, ME 04469, USA.
| | - J Muse Davis
- Stead Family Department of Pediatrics, Carver College of Medicine, University of Iowa, Iowa City, IA 52242, USA.
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42
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Elaswad A, Khalil K, Ye Z, Liu Z, Liu S, Peatman E, Odin R, Vo K, Drescher D, Gosh K, Qin G, Bugg W, Backenstose N, Dunham R. Effects of CRISPR/Cas9 dosage on TICAM1 and RBL gene mutation rate, embryonic development, hatchability and fry survival in channel catfish. Sci Rep 2018; 8:16499. [PMID: 30405210 PMCID: PMC6220201 DOI: 10.1038/s41598-018-34738-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Accepted: 10/08/2018] [Indexed: 12/20/2022] Open
Abstract
The current study was conducted to assess the effects of microinjection of different dosages of guide RNA (gRNA)/Cas9 protein on the mutation rate, embryo survival, embryonic development, hatchability and early fry survival in channel catfish, Ictalurus punctatus. Guide RNAs targeting two of the channel catfish immune-related genes, toll/interleukin 1 receptor domain-containing adapter molecule (TICAM 1) and rhamnose binding lectin (RBL) genes, were designed and prepared. Three dosages of gRNA/Cas9 protein (low, 2.5 ng gRNA/7.5 ng Cas9, medium, 5 ng gRNA/15 ng Cas9 and high, 7.5 ng gRNA/22.5 ng Cas9) were microinjected into the yolk of one-cell embryos. Mutation rate increased with higher dosages (p < 0.05). Higher dosages increased the mutation frequency in individual embryos where biallelic mutations were detected. For both genes, microinjection procedures increased the embryo mortality (p < 0.05). Increasing the dosage of gRNA/Cas9 protein increased the embryo mortality and reduced the hatching percent (p < 0.05). Embryonic development was delayed when gRNAs targeting RBL gene were injected. Means of fry survival time were similar for different dosages (p > 0.05). The current results lay the foundations for designing gene editing experiments in channel catfish and can be used as a guide for other fish species.
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Affiliation(s)
- Ahmed Elaswad
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Department of Animal Wealth Development, Faculty of Veterinary Medicine, Suez Canal University, Ismailia, 41522, Egypt
| | - Karim Khalil
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Anatomy and Embryology Department, Faculty of Veterinary Medicine, Cairo University, Giza, 12211, Egypt
| | - Zhi Ye
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.
| | - Zhanjiang Liu
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,College of Arts and Science, Syracuse University, New York, 13244, USA
| | - Shikai Liu
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,College of Fisheries, Ocean University of China, Qingdao, Shandong, 266003, China
| | - Eric Peatman
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA
| | - Ramjie Odin
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Mindanao State University, Maguindanao, 9601, Philippines
| | - Khoi Vo
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA
| | - David Drescher
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Department of Agriculture, University of Maryland, College park, Maryland, 20742, USA
| | - Kamal Gosh
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Department of Aquaculture and Fisheries, University of Arkansas, Pine Bluff, Arkansas, 71601, USA
| | - Guyu Qin
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA
| | - William Bugg
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Department of Biological Sciences, University of Manitoba, Winnipeg, Manitoba, R3T 2N2, Canada
| | - Nathan Backenstose
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA.,Department of Biological Sciences, State University of New York at Buffalo, Buffalo, New York, 14228, USA
| | - Rex Dunham
- School of Fisheries, Aquaculture and Aquatic Sciences, Auburn University, Alabama, 36849, USA
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43
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Stewart MP, Langer R, Jensen KF. Intracellular Delivery by Membrane Disruption: Mechanisms, Strategies, and Concepts. Chem Rev 2018; 118:7409-7531. [PMID: 30052023 PMCID: PMC6763210 DOI: 10.1021/acs.chemrev.7b00678] [Citation(s) in RCA: 456] [Impact Index Per Article: 65.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Intracellular delivery is a key step in biological research and has enabled decades of biomedical discoveries. It is also becoming increasingly important in industrial and medical applications ranging from biomanufacture to cell-based therapies. Here, we review techniques for membrane disruption-based intracellular delivery from 1911 until the present. These methods achieve rapid, direct, and universal delivery of almost any cargo molecule or material that can be dispersed in solution. We start by covering the motivations for intracellular delivery and the challenges associated with the different cargo types-small molecules, proteins/peptides, nucleic acids, synthetic nanomaterials, and large cargo. The review then presents a broad comparison of delivery strategies followed by an analysis of membrane disruption mechanisms and the biology of the cell response. We cover mechanical, electrical, thermal, optical, and chemical strategies of membrane disruption with a particular emphasis on their applications and challenges to implementation. Throughout, we highlight specific mechanisms of membrane disruption and suggest areas in need of further experimentation. We hope the concepts discussed in our review inspire scientists and engineers with further ideas to improve intracellular delivery.
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Affiliation(s)
- Martin P. Stewart
- Department of Chemical Engineering, Massachusetts Institute
of Technology, Cambridge, USA
- The Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, USA
| | - Robert Langer
- Department of Chemical Engineering, Massachusetts Institute
of Technology, Cambridge, USA
- The Koch Institute for Integrative Cancer Research,
Massachusetts Institute of Technology, Cambridge, USA
| | - Klavs F. Jensen
- Department of Chemical Engineering, Massachusetts Institute
of Technology, Cambridge, USA
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44
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Demonstration of Subretinal Injection Using Common-Path Swept Source OCT Guided Microinjector. APPLIED SCIENCES-BASEL 2018. [DOI: 10.3390/app8081287] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
In this paper, we present the development of a handheld common-path swept source optical coherence tomography (CP-SSOCT) guided microinjector system and demonstrated its utility by precisely injecting fluorescein dye in the subretinal layer of ex vivo bovine eyes. The system enables precise subretinal injection with micron-level injection depth control. This was achieved by using a high-resolution CP-SSOCT distal sensor and signal processing using a graphics-processing unit (GPU), which made a real-time smart motion control algorithm possible. The microinjector performance was first evaluated using a gelatin phantom in terms of its ability for dynamic depth targeting and injection depth. This is followed by using an ex vivo bovine eye model to perform multiple consecutive subretinal injections of fluorescein dye. The results validated the OCT guided injector’s ability to precisely guide and lock in the needle tip to the target depth during injection. The ex vivo evaluation tests demonstrate that an OCT-guided injector can consistently guide the injecting needle to the desired depth and is able to maintain the position with 9.38 μm average root mean square error during the injections.
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45
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Zhao C, Liu Y, Sun M, Zhao X. Robotic Cell Rotation Based on Optimal Poking Direction. MICROMACHINES 2018; 9:mi9040141. [PMID: 30424075 PMCID: PMC6187386 DOI: 10.3390/mi9040141] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Revised: 03/09/2018] [Accepted: 03/20/2018] [Indexed: 11/20/2022]
Abstract
It is essential to have three-dimensional orientation of cells under a microscope for biological manipulation. Conventional manual cell manipulation is highly dependent on the operator’s experience. It has some problems of low repeatability, low efficiency, and contamination. The current popular robotic method uses an injection micropipette to rotate cells. However, the optimal poking direction of the injection micropipette has not been established. In this paper, a strategy of robotic cell rotation based on optimal poking direction is proposed to move the specific structure of the cell to the desired orientation. First, analysis of the force applied to the cell during rotation was done to find the optimal poking direction, where we had the biggest moment of force. Then, the moving trajectory of the injection micropipette was designed to exert rotation force based on optimal poking direction. Finally, the strategy was applied to oocyte rotation in nuclear transfer. Experimental results show that the average completion time was up to 23.6 s and the success rate was 93.3% when the moving speed of the injection micropipette was 100 μm/s, which demonstrates that our strategy could overcome slippage effectively and with high efficiency.
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Affiliation(s)
- Chunlin Zhao
- Institute of Robotics and Automatic Information System (IRAIS), Nankai University, Jinnan District, Tianjin 300350, China; (C.Z.); (Y.L); (X.Z.)
- Tianjin Key Laboratory of Intelligent Robotics (TJKLIR), Nankai University, Jinnan District, Tianjin 300350, China
| | - Yaowei Liu
- Institute of Robotics and Automatic Information System (IRAIS), Nankai University, Jinnan District, Tianjin 300350, China; (C.Z.); (Y.L); (X.Z.)
- Tianjin Key Laboratory of Intelligent Robotics (TJKLIR), Nankai University, Jinnan District, Tianjin 300350, China
| | - Mingzhu Sun
- Institute of Robotics and Automatic Information System (IRAIS), Nankai University, Jinnan District, Tianjin 300350, China; (C.Z.); (Y.L); (X.Z.)
- Tianjin Key Laboratory of Intelligent Robotics (TJKLIR), Nankai University, Jinnan District, Tianjin 300350, China
- Correspondence: ; Tel.: +86-22-23503960 (ext. 802)
| | - Xin Zhao
- Institute of Robotics and Automatic Information System (IRAIS), Nankai University, Jinnan District, Tianjin 300350, China; (C.Z.); (Y.L); (X.Z.)
- Tianjin Key Laboratory of Intelligent Robotics (TJKLIR), Nankai University, Jinnan District, Tianjin 300350, China
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46
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Nady A, Peimani AR, Zoidl G, Rezai P. A microfluidic device for partial immobilization, chemical exposure and behavioural screening of zebrafish larvae. LAB ON A CHIP 2017; 17:4048-4058. [PMID: 29068019 DOI: 10.1039/c7lc00786h] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
The zebrafish larva is an important vertebrate model for sensory-motor integration studies, genetic screening, and drug discovery because of its excellent characteristics such as optical transparency, genetic manipulability, and genetic similarity to humans. Operations such as precise manipulation of zebrafish larvae, controlled exposure to chemicals, and behavioural monitoring are of utmost importance to the abovementioned studies. In this work, a novel microfluidic device is presented to easily stabilize an individual larva's head using a microfluidic trap while leaving the majority of the body and the tail unhindered to move freely in a downstream chamber. The device is equipped with a microvalve to prevent the larva's escape from the trap and a microchannel beside the larva's head to expose it to chemicals at desired concentrations and times, while investigating multiple behaviours such as the tail, eye, and mouth movement frequencies. An in situ air bubble removal module was also incorporated to increase the yield of experiments. The functionality of our device in comparison to a conventional droplet-based technique was tested using l-arginine exposure and viability assays. We found that the larvae in the device and the droplet exhibit similar tail and eye response trends to nM-mM concentrations of l-arginine, and that the survival of the larvae is not affected by the device. However, the tail responses in the device were numerically higher than the droplet-tested larvae at nM-mM l-arginine concentrations. In the future, our device has the potential to be used for conducting simultaneous whole-brain functional imaging, upon optimized immobilization of the brain, and behavioural analysis to uncover differences between diseased and healthy states in zebrafish.
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Affiliation(s)
- Asal Nady
- Department of Biology, York University, Toronto, ON, Canada
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47
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Choi W, Kim HM, Park S, Yeom E, Doh J, Lee SJ. Variation in wall shear stress in channel networks of zebrafish models. J R Soc Interface 2017; 14:rsif.2016.0900. [PMID: 28148768 DOI: 10.1098/rsif.2016.0900] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2016] [Accepted: 01/09/2017] [Indexed: 01/13/2023] Open
Abstract
Physiological functions of vascular endothelial cells (ECs) vary depending on wall shear stress (WSS) magnitude, and the functional change affects the pathologies of various cardiovascular systems. Several in vitro and in vivo models have been used to investigate the functions of ECs under different WSS conditions. However, these models have technical limitations in precisely mimicking the physiological environments of ECs and monitoring temporal variations of ECs in detail. Although zebrafish (Danio rerio) has several strategies to overcome these technical limitations, zebrafish cannot be used as a perfect animal model because applying various WSS conditions on blood vessels of zebrafish is difficult. This study proposes a new zebrafish model in which various WSS can be applied to the caudal vein. The WSS magnitude is controlled by blocking some parts of blood-vessel networks. The accuracy and reproducibility of the proposed method are validated using an equivalent circuit model of blood vessels in zebrafish. The proposed method is applied to lipopolysaccharide (LPS)-stimulated zebrafish as a typical application. The proposed zebrafish model can be used as an in vivo animal model to investigate the relationship between WSS and EC physiology or WSS-induced cardiovascular diseases.
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Affiliation(s)
- Woorak Choi
- Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), San 31, Hyoja-dong, Pohang 790-784, South Korea
| | - Hye Mi Kim
- Division of Integrative Biosciences and Biotechnology (IBB), Pohang University of Science and Technology (POSTECH), Pohang, South Korea
| | - Sungho Park
- Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), San 31, Hyoja-dong, Pohang 790-784, South Korea
| | - Eunseop Yeom
- School of Mechanical Engineering, Pusan National University, Busan, South Korea
| | - Junsang Doh
- Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), San 31, Hyoja-dong, Pohang 790-784, South Korea
| | - Sang Joon Lee
- Department of Mechanical Engineering, Pohang University of Science and Technology (POSTECH), San 31, Hyoja-dong, Pohang 790-784, South Korea
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48
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Chen A, Lynch KB, Ren J, Jia Z, Yang Y, Lu JJ, Liu S. Tunable Electroosmosis-Based Femto-Liter Pipette: A Promising Tool toward Living-Cell Surgery. Anal Chem 2017; 89:10806-10812. [DOI: 10.1021/acs.analchem.7b02132] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Affiliation(s)
- Apeng Chen
- Department
of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Kyle B. Lynch
- Department
of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Jiangtao Ren
- Department
of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Zhijian Jia
- School
of Materials and Chemical Engineering, Ningbo University of Technology, Ningbo, Zhejiang 315016, P.R. China
| | - Yu Yang
- Department
of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Joann J. Lu
- Department
of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Shaorong Liu
- Department
of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
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49
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Puybareau E, Genest D, Barbeau E, Léonard M, Talbot H. An automated assay for the assessment of cardiac arrest in fish embryo. Comput Biol Med 2017; 81:32-44. [DOI: 10.1016/j.compbiomed.2016.12.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2016] [Revised: 12/09/2016] [Accepted: 12/11/2016] [Indexed: 10/20/2022]
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50
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Zhang Y, Liu H, Yao J, Huang Y, Qin S, Sun Z, Xu Y, Wan S, Cheng H, Li C, Zhang X, Ke Y. Manipulating the air-filled zebrafish swim bladder as a neutrophilic inflammation model for acute lung injury. Cell Death Dis 2016; 7:e2470. [PMID: 27831560 PMCID: PMC5260887 DOI: 10.1038/cddis.2016.365] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2016] [Revised: 09/30/2016] [Accepted: 10/03/2016] [Indexed: 12/11/2022]
Abstract
Acute lung injury (ALI) and its more severe form, acute respiratory distress syndrome (ARDS), are life-threatening diseases that are associated with high mortality rates due to treatment limitations. Neutrophils play key roles in the pathogenesis of ALI/ARDS by promoting the inflammation and injury of the alveolar microenvironment. To date, in vivo functional approaches have been limited by the inaccessibility to the alveolar sacs, which are located at the anatomical terminal of the respiratory duct in mammals. We are the first to characterize the swim bladder of the zebrafish larva, which is similar to the mammalian lung, as a real-time in vivo model for examining pulmonary neutrophil infiltration during ALI. We observed that the delivery of exogenous materials, including lipopolysaccharide (LPS), Poly IC and silica nanoparticles, by microinjection triggered significant time- and dose-dependent neutrophil recruitment into the swim bladder. Neutrophils infiltrated the LPS-injected swim bladder through the blood capillaries around the pneumatic duct or a site near the pronephric duct. An increase in the post-LPS inflammatory cytokine mRNA levels coincided with the in vivo neutrophil aggregation in the swim bladder. Microscopic examinations of the LPS-injected swim bladders further revealed in situ injuries, including epithelial distortion, endoplasmic reticulum swelling and mitochondrial injuries. Inhibitor screening assays with this model showed a reduction in neutrophil migration into the LPS-injected swim bladder in response to Shp2 inhibition. Moreover, the pharmacological suppression and targeted disruption of Shp2 in myeloid cells alleviated pulmonary inflammation in the LPS-induced ALI mouse model. Additionally, we used this model to assess pneumonia-induced neutrophil recruitment by microinjecting bronchoalveolar lavage fluid from patients into swim bladders; this injection enhanced neutrophil aggregation relative to the control. In conclusion, our findings highlight the swim bladder as a promising and powerful model for mechanistic and drug screening studies of alveolar injuries.
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Affiliation(s)
- Yuefei Zhang
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Hongcui Liu
- Hunter Biotechnology Corporation, Hangzhou 310053, China
| | - Junlin Yao
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yanfeng Huang
- Hunter Biotechnology Corporation, Hangzhou 310053, China
| | - Shenlu Qin
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Zheng Sun
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China
| | - Yingchun Xu
- Department of Pulmonology, Children's Hospital, School of Medicine, Zhejiang University, Hangzhou 310000, China
| | - Shu Wan
- Department of Neurosurgery, The 1st Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou 310000, China
| | - Hongqiang Cheng
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Chunqi Li
- Hunter Biotechnology Corporation, Hangzhou 310053, China
| | - Xue Zhang
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
| | - Yuehai Ke
- Research Center of Molecular Medicine, Department of Pathology and Pathophysiology, Program in Molecular Cell Biology, Zhejiang University School of Medicine, Hangzhou 310058, China.,Collaborative Innovation Center for Diagnosis and Treatment of Infectious Diseases, Hangzhou 310003, China
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