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Dou W, Shan G, Zhao Q, Malhi M, Jiang A, Zhang Z, González-Guerra A, Fu S, Law J, Hamilton RM, Bernal JA, Liu X, Sun Y, Maynes JT. Robotic manipulation of cardiomyocytes to identify gap junction modifiers for arrhythmogenic cardiomyopathy. Sci Robot 2024; 9:eadm8233. [PMID: 39441897 DOI: 10.1126/scirobotics.adm8233] [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: 11/07/2023] [Accepted: 09/26/2024] [Indexed: 10/25/2024]
Abstract
Arrhythmogenic cardiomyopathy (ACM) is a leading cause of sudden cardiac death among young adults. Aberrant gap junction remodeling has been linked to disease-causative mutations in plakophilin-2 (PKP2). Although gap junctions are a key therapeutic target, measurement of gap junction function in preclinical disease models is technically challenging. To quantify gap junction function with high precision and high consistency, we developed a robotic cell manipulation system with visual feedback from digital holographic microscopy for three-dimensional and label-free imaging of human induced pluripotent stem cell-derived cardiomyocytes (iPSC-CMs). The robotic system can accurately determine the dynamic height changes in the cells' contraction and resting phases, microinject drug-treated healthy and diseased iPSC-CMs in their resting phase with constant injection depth across all cells, and deposit a membrane-impermeable dye that solely diffuses between cells through gap junctions for measuring the gap junction diffusion function. The robotic system was applied toward a targeted drug screen to identify gap junction modulators and potential therapeutics for ACM. Five compounds were found to dose-dependently enhance gap junction permeability in cardiomyocytes with PKP2 knockdown. In addition, PCO 400 (pinacidil) reduced beating irregularity in a mouse model of ACM expressing mutant PKP2 (R735X). These results highlight the utility of the robotic cell manipulation system to efficiently assess gap junction function in a relevant preclinical disease model, thus providing a technique to advance drug discovery for ACM and other gap junction-mediated diseases.
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Affiliation(s)
- Wenkun Dou
- Institute of Robotics and Intelligent Systems, Dalian University of Technology, Dalian, Liaoning, China
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
- Program in Molecular Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Guanqiao Shan
- Institute of Robotics and Intelligent Systems, Dalian University of Technology, Dalian, Liaoning, China
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Qili Zhao
- Institute of Robotics and Automatic Information System and the Tianjin Key Laboratory of Intelligent Robotics, College of Artificial Intelligence, Nankai University, Tianjin, China
- Institute of Intelligence Technology and Robotic Systems, Shenzhen Research Institute of Nankai University, Shenzhen, China
| | - Manpreet Malhi
- Program in Molecular Medicine, Hospital for Sick Children, Toronto, ON, Canada
- Department of Biochemistry, University of Toronto, Toronto, ON, Canada
| | - Aojun Jiang
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Zhuoran Zhang
- School of Science and Engineering, Chinese University of Hong Kong (Shenzhen), Shenzhen, China
| | | | - Shaojie Fu
- Institute of Robotics and Automatic Information System and the Tianjin Key Laboratory of Intelligent Robotics, College of Artificial Intelligence, Nankai University, Tianjin, China
| | - Junhui Law
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
| | - Robert M Hamilton
- Department of Paediatrics, Division of Cardiology, Hospital for Sick Children, Toronto, ON, Canada
- Program in Translational Medicine, Hospital for Sick Children, Toronto, ON, Canada
| | - Juan A Bernal
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain
| | - Xinyu Liu
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON, Canada
| | - Yu Sun
- Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
- Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, ON, Canada
- Department of Electrical and Computer Engineering, University of Toronto, Toronto, ON, Canada
- Department of Computer Science, University of Toronto, Toronto, ON, Canada
| | - Jason T Maynes
- Program in Molecular Medicine, Hospital for Sick Children, Toronto, ON, Canada
- Department of Biochemistry, University of Toronto, Toronto, ON, Canada
- Department of Anesthesia and Pain Medicine, Hospital for Sick Children, Toronto, ON, Canada
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2
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Zhu X, Shi Z, Mao Y, Lächelt U, Huang R. Cell Membrane Perforation: Patterns, Mechanisms and Functions. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2310605. [PMID: 38344881 DOI: 10.1002/smll.202310605] [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: 11/18/2023] [Revised: 12/21/2023] [Indexed: 02/21/2024]
Abstract
Cell membrane is crucial for the cellular activities, and any disruption to it may affect the cells. It is demonstrated that cell membrane perforation is associated with some biological processes like programmed cell death (PCD) and infection of pathogens. Specific developments make it a promising technique to perforate the cell membrane controllably and precisely. The pores on the cell membrane provide direct pathways for the entry and exit of substances, and can also cause cell death, which means reasonable utilization of cell membrane perforation is able to assist intracellular delivery, eliminate diseased or cancerous cells, and bring about other benefits. This review classifies the patterns of cell membrane perforation based on the mechanisms into 1) physical patterns, 2) biological patterns, and 3) chemical patterns, introduces the characterization methods and then summarizes the functions according to the characteristics of reversible and irreversible pores, with the aim of providing a comprehensive summary of the knowledge related to cell membrane perforation and enlightening broad applications in biomedical science.
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Affiliation(s)
- Xinran Zhu
- Key Laboratory of Smart Drug Delivery (Ministry of Education), Huashan Hospital, School of Pharmacy, Fudan University, Shanghai, 201203, China
| | - Zhifeng Shi
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, 201203, China
| | - Ying Mao
- Department of Neurosurgery, Huashan Hospital, Fudan University, Shanghai, 201203, China
| | - Ulrich Lächelt
- Department of Pharmaceutical Sciences, University of Vienna, Vienna, 1090, Austria
| | - Rongqin Huang
- Key Laboratory of Smart Drug Delivery (Ministry of Education), Huashan Hospital, School of Pharmacy, Fudan University, Shanghai, 201203, China
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3
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Du X, Kaneko S, Maruyama H, Sugiura H, Tsujii M, Uozumi N, Arai F. Integration of Microfluidic Chip and Probe with a Dual Pump System for Measurement of Single Cells Transient Response. MICROMACHINES 2023; 14:1210. [PMID: 37374795 DOI: 10.3390/mi14061210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 06/03/2023] [Accepted: 06/05/2023] [Indexed: 06/29/2023]
Abstract
The integration of liquid exchange and microfluidic chips plays a critical role in the biomedical and biophysical fields as it enables the control of the extracellular environment and allows for the simultaneous stimulation and detection of single cells. In this study, we present a novel approach for measuring the transient response of single cells using a system integrated with a microfluidic chip and a probe with a dual pump. The system was composed of a probe with a dual pump system, a microfluidic chip, optical tweezers, an external manipulator, an external piezo actuator, etc. Particularly, we incorporated the probe with the dual pump to allow for high-speed liquid change, and the localized flow control enabled a low disturbance contact force detection of single cells on the chip. Using this system, we measured the transient response of the cell swelling against the osmotic shock with a very fine time resolution. To demonstrate the concept, we first designed the double-barreled pipette, which was assembled with two piezo pumps to achieve a probe with the dual pump system, allowing for simultaneous liquid injection and suction. The microfluidic chip with on-chip probes was fabricated, and the integrated force sensor was calibrated. Second, we characterized the performance of the probe with the dual pump system, and the effect of the analysis position and area of the liquid exchange time was investigated. In addition, we optimized the applied injection voltage to achieve a complete concentration change, and the average liquid exchange time was achieved at approximately 3.33 ms. Finally, we demonstrated that the force sensor was only subjected to minor disturbances during the liquid exchange. This system was utilized to measure the deformation and the reactive force of Synechocystis sp. strain PCC 6803 in osmotic shock, with an average response time of approximately 16.33 ms. This system reveals the transient response of compressed single cells under millisecond osmotic shock which has the potential to characterize the accurate physiological function of ion channels.
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Affiliation(s)
- Xu Du
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8603, Japan
| | - Shingo Kaneko
- Department of Mechanical Engineering, The University of Tokyo, Tokyo 113-8656, Japan
| | - Hisataka Maruyama
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8603, Japan
| | - Hirotaka Sugiura
- Department of Mechanical Engineering, The University of Tokyo, Tokyo 113-8656, Japan
| | - Masaru Tsujii
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Sendai 980-8579, Japan
| | - Nobuyuki Uozumi
- Department of Biomolecular Engineering, Graduate School of Engineering, Tohoku University, Sendai 980-8579, Japan
| | - Fumihito Arai
- Department of Micro-Nano Mechanical Science and Engineering, Nagoya University, Nagoya 464-8603, Japan
- Department of Mechanical Engineering, The University of Tokyo, Tokyo 113-8656, Japan
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4
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Hu W, Ma Y, Zhan Z, Hussain D, Hu C. Robotic Intracellular Electrochemical Sensing for Adherent Cells. CYBORG AND BIONIC SYSTEMS 2022; 2022:9763420. [PMID: 36285318 PMCID: PMC9494721 DOI: 10.34133/2022/9763420] [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: 06/06/2022] [Accepted: 07/25/2022] [Indexed: 11/22/2022] Open
Abstract
Nanopipette-based observation of intracellular biochemical processes is an important approach to revealing the intrinsic characteristics and heterogeneity of cells for better investigation of disease progression or early disease diagnosis. However, the manual operation needs a skilled operator and faces problems such as low throughput and poor reproducibility. This paper proposes an automated nanopipette-based microoperation system for cell detection, three-dimensional nonovershoot positioning of the nanopipette tip in proximity to the cell of interest, cell approaching and proximity detection between nanopipette tip and cell surface, and cell penetration and detection of the intracellular reactive oxygen species (ROS). A robust focus algorithm based on the number of cell contours was proposed for adherent cells, which have sharp peaks while retaining unimodality. The automated detection of adherent cells was evaluated on human umbilical cord vein endothelial cells (HUVEC) and NIH/3T3 cells, which provided an average of 95.65% true-positive rate (TPR) and 7.59% false-positive rate (FPR) for in-plane cell detection. The three-dimensional nonovershoot tip positioning of the nanopipette was achieved by template matching and evaluated under the interference of cells. Ion current feedback was employed for the proximity detection between the nanopipette tip and cell surface. Finally, cell penetration and electrochemical detection of ROS were demonstrated on human breast cancer cells and zebrafish embryo cells. This work provides a systematic approach for automated intracellular sensing for adherent cells, laying a solid foundation for high-throughput detection, diagnosis, and classification of different forms of biochemical reactions within single cells.
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Affiliation(s)
- Weikang Hu
- Shenzhen Key Laboratory of Biomimetic Robotics and Intelligent Systems, Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Yanmei Ma
- Shenzhen Key Laboratory of Biomimetic Robotics and Intelligent Systems, Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Zhen Zhan
- Shenzhen Key Laboratory of Biomimetic Robotics and Intelligent Systems, Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, China
| | - Danish Hussain
- Shenzhen Key Laboratory of Biomimetic Robotics and Intelligent Systems, Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, China
- Department of Mechatronics Engineering, National University of Sciences and Technology, Islamabad, Pakistan
| | - Chengzhi Hu
- Shenzhen Key Laboratory of Biomimetic Robotics and Intelligent Systems, Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen, China
- Guangdong Provincial Key Laboratory of Human-Augmentation and Rehabilitation Robotics in Universities, Southern University of Science and Technology, Shenzhen, China
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5
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Yu S, Xie M, Wu H, Ma J, Li Y, Gu H. Composite proportional-integral sliding mode control with feedforward control for cell puncture mechanism with piezoelectric actuation. ISA TRANSACTIONS 2022; 124:427-435. [PMID: 32081400 DOI: 10.1016/j.isatra.2020.02.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/31/2019] [Revised: 02/09/2020] [Accepted: 02/10/2020] [Indexed: 06/10/2023]
Abstract
This paper presents a novel control strategy to compensate hysteretic nonlinearity and achieve precise positioning control of a cell puncture mechanism driven by a piezoelectric actuator (PEA). A dynamic model of the cell puncture mechanism is developed based on the Bouc-Wen model. Parameters of the nonlinear model are identified by particle swarm optimization. The strategy of feedforward (FF) control and sliding mode feedback (FB) control based on the Bouc-Wen inverse model is further developed to position the cell puncture mechanism. Zebrafish embryo is used as the validation object, wherein a cell micropuncture experiment is successfully performed. Proportional-integral sliding mode FB control plus FF control has a simple structure and exhibits excellent performance. Thus, this method can be easily extended to other micro-or nanopositioning mechanisms based on PEAs and adopted in practical applications.
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Affiliation(s)
- Shengdong Yu
- Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China; Wenzhou Vocational and Technical College, Wenzhou 325000, China
| | - Mingyang Xie
- Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China.
| | - Hongtao Wu
- Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China
| | - Jinyu Ma
- Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China; Wenzhou Vocational and Technical College, Wenzhou 325000, China
| | - Yao Li
- Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China
| | - Hanlie Gu
- Aerospace System Engineering Shanghai, Shanghai 200000, China
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6
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Shakoor A, Gao W, Zhao L, Jiang Z, Sun D. Advanced tools and methods for single-cell surgery. MICROSYSTEMS & NANOENGINEERING 2022; 8:47. [PMID: 35502330 PMCID: PMC9054775 DOI: 10.1038/s41378-022-00376-0] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 03/21/2022] [Accepted: 03/22/2022] [Indexed: 06/14/2023]
Abstract
Highly precise micromanipulation tools that can manipulate and interrogate cell organelles and components must be developed to support the rapid development of new cell-based medical therapies, thereby facilitating in-depth understanding of cell dynamics, cell component functions, and disease mechanisms. This paper presents a literature review on micro/nanomanipulation tools and their control methods for single-cell surgery. Micromanipulation methods specifically based on laser, microneedle, and untethered micro/nanotools are presented in detail. The limitations of these techniques are also discussed. The biological significance and clinical applications of single-cell surgery are also addressed in this paper.
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Affiliation(s)
- Adnan Shakoor
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, China
| | - Wendi Gao
- State Key Laboratory for Manufacturing Systems Engineering, International Joint Laboratory for Micro/Nano Manufacturing and Measurement Technologies, The School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China
| | - Libo Zhao
- State Key Laboratory for Manufacturing Systems Engineering, International Joint Laboratory for Micro/Nano Manufacturing and Measurement Technologies, The School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China
| | - Zhuangde Jiang
- State Key Laboratory for Manufacturing Systems Engineering, International Joint Laboratory for Micro/Nano Manufacturing and Measurement Technologies, The School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China
| | - Dong Sun
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, China
- State Key Laboratory for Manufacturing Systems Engineering, International Joint Laboratory for Micro/Nano Manufacturing and Measurement Technologies, The School of Mechanical Engineering, Xi’an Jiaotong University, Xi’an, China
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7
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Zhang KS, Nadkarni AV, Paul R, Martin AM, Tang SKY. Microfluidic Surgery in Single Cells and Multicellular Systems. Chem Rev 2022; 122:7097-7141. [PMID: 35049287 DOI: 10.1021/acs.chemrev.1c00616] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Microscale surgery on single cells and small organisms has enabled major advances in fundamental biology and in engineering biological systems. Examples of applications range from wound healing and regeneration studies to the generation of hybridoma to produce monoclonal antibodies. Even today, these surgical operations are often performed manually, but they are labor intensive and lack reproducibility. Microfluidics has emerged as a powerful technology to control and manipulate cells and multicellular systems at the micro- and nanoscale with high precision. Here, we review the physical and chemical mechanisms of microscale surgery and the corresponding design principles, applications, and implementations in microfluidic systems. We consider four types of surgical operations: (1) sectioning, which splits a biological entity into multiple parts, (2) ablation, which destroys part of an entity, (3) biopsy, which extracts materials from within a living cell, and (4) fusion, which joins multiple entities into one. For each type of surgery, we summarize the motivating applications and the microfluidic devices developed. Throughout this review, we highlight existing challenges and opportunities. We hope that this review will inspire scientists and engineers to continue to explore and improve microfluidic surgical methods.
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Affiliation(s)
- Kevin S Zhang
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States
| | - Ambika V Nadkarni
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States.,Department of Biochemistry and Biophysics, University of California San Francisco, San Francisco, California 94158, United States
| | - Rajorshi Paul
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States
| | - Adrian M Martin
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States
| | - Sindy K Y Tang
- Department of Mechanical Engineering, Stanford University, Stanford, California 94305, United States
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Shakoor A, Wang B, Fan L, Kong L, Gao W, Sun J, Man K, Li G, Sun D. Automated Optical Tweezers Manipulation to Transfer Mitochondria from Fetal to Adult MSCs to Improve Antiaging Gene Expressions. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 17:e2103086. [PMID: 34411428 DOI: 10.1002/smll.202103086] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 07/15/2021] [Indexed: 06/13/2023]
Abstract
Mitochondrial dysfunction is considered to be an important factor that leads to aging and premature aging diseases. Transferring mitochondria to cells is an emerging and promising technique for the therapy of mitochondrial deoxyribonucleic acid (mtDNA)-related diseases. This paper presents a unique method of controlling the quality and quantity of mitochondria transferred to single cells using an automated optical tweezer-based micromanipulation system. The proposed method can automatically, accurately, and efficiently collect and transport healthy mitochondria to cells, and the recipient cells then take up the mitochondria through endocytosis. The results of the study reveal the possibility of using mitochondria from fetal mesenchymal stem cells (fMSCs) as a potential source to reverse the aging-related phenotype and improve metabolic activities in adult mesenchymal stem cells (aMSCs). The results of the quantitative polymerase chain reaction analysis show that the transfer of isolated mitochondria from fMSCs to a single aMSC can significantly increase the antiaging and metabolic gene expression in the aMSC. The proposed mitochondrial transfer method can greatly promote precision medicine for cell therapy of mtDNA-related diseases.
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Affiliation(s)
- Adnan Shakoor
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 99907, China
| | - Bin Wang
- The Chinese University of Hong Kong (CUHK), Guangzhou Regenerative Medicine and Health Guangdong Laboratory (GDL) Advanced Institute for Regenerative Medicine, Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, 510530, China
- Department of Orthopaedics and Traumatology, Stem Cells and Regeneration Laboratory, Li Ka Shing Institute of Health Sciences, The Chinese University of, Hong Kong, 99907, Hong Kong S.A.R
| | - Lei Fan
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 99907, China
| | - Lingchi Kong
- Department of Orthopaedics and Traumatology, Stem Cells and Regeneration Laboratory, Li Ka Shing Institute of Health Sciences, The Chinese University of, Hong Kong, 99907, Hong Kong S.A.R
| | - Wendi Gao
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 99907, China
| | - Jiayu Sun
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 99907, China
| | - Kwan Man
- Department of Surgery, The University of Hong Kong, Hong Kong, 99907, Hong Kong S.A.R
| | - Gang Li
- The Chinese University of Hong Kong (CUHK), Guangzhou Regenerative Medicine and Health Guangdong Laboratory (GDL) Advanced Institute for Regenerative Medicine, Bioland Laboratory (Guangzhou Regenerative Medicine and Health Guangdong Laboratory), Guangzhou, 510530, China
- Department of Orthopaedics and Traumatology, Stem Cells and Regeneration Laboratory, Li Ka Shing Institute of Health Sciences, The Chinese University of, Hong Kong, 99907, Hong Kong S.A.R
| | - Dong Sun
- Department of Biomedical Engineering, City University of Hong Kong, Hong Kong, 99907, China
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9
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Chen A, Yan M, Feng J, Bi L, Chen L, Hu S, Hong H, Shi L, Li G, Jin B, Zhang X, Wen L. Single Cell Mass Spectrometry with a Robotic Micromanipulation System for Cell Metabolite Analysis. IEEE Trans Biomed Eng 2021; 69:325-333. [PMID: 34185636 DOI: 10.1109/tbme.2021.3093097] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
ObjectiveThe increasing demand for unraveling cellular heterogeneity has boosted single cell metabolomics studies. However, current analytical methods are usually labor-intensive and hampered by lack of accuracy and efficiency. METHODS we developed a first-ever automated single cell mass spectrometry system (named SCMS) that facilitated the metabolic profiling of single cells. In particular, extremely small droplets of sub nano-liter were generated to extract the single cells, and the underlying mechanism was verified theoretically and experimentally. This was crucial to minimize the dilution of the trace cellular contents and enhance the analytical sensitivity. Based on the precise 3D positioning of the pipette tip, we established a visual servoing robotic micromanipulation platform on which single cells were sequentially extracted, aspirated, and ionized, followed by the mass spectrometry analyses. RESULTS With the SCMS system, inter-operator variability was eliminated and working efficiency was improved. The performance of the SCMS system was validated by the experiments on bladder cancer cells. MS and MS2 analyses of single cells enable us to identify several cellular metabolites and the underlying inter-cell heterogeneity. CONCLUSION In contrast to traditional methods, the SCMS system functions without human intervention and realizes a robust single cell metabolic analysis. SIGNIFICANCE the SCMS system upgrades the way how single cell metabolites were analyzed, and has the potential to be a powerful tool for single cell metabolomics studies.
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10
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Zhang Q, Shao Y, Li B, Wu Y, Dong J, Zhang D, Wang Y, Yan Y, Wang X, Pu Q, Guo G. Visually precise, low-damage, single-cell spatial manipulation with single-pixel resolution. Chem Sci 2021; 12:4111-4118. [PMID: 34163682 PMCID: PMC8179525 DOI: 10.1039/d0sc05534d] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
The analysis of single living cells, including intracellular delivery and extraction, is essential for monitoring their dynamic biochemical processes and exploring intracellular heterogeneity. However, owing to the 2D view in bright-field microscopy and optical distortions caused by the cell shape and the variation in the refractive index both inside and around the cells, achieving spatially undistorted imaging for high-precision manipulation within a cell is challenging. Here, an accurate and visual system is developed for single-cell spatial manipulation by correcting the aberration for simultaneous bright-field triple-view imaging. Stereo information from the triple view enables higher spatial resolution that facilitates the precise manipulation of single cells. In the bright field, we resolved the spatial locations of subcellular structures of a single cell suspended in a medium and measured the random spatial rotation angle of the cell with a precision of ±5°. Furthermore, we demonstrated the visual manipulation of a probe to an arbitrary spatial point of a cell with an accuracy of <1 pixel. This novel system is more accurate and less destructive for subcellular content extraction and drug delivery. We achieved the low-damage spatial puncture of single cells at specific visual points with an accuracy of <65 nm.![]()
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Affiliation(s)
- Qi Zhang
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Yunlong Shao
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Boye Li
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Yuanyuan Wu
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Jingying Dong
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Dongtang Zhang
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Yanan Wang
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Yong Yan
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Xiayan Wang
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
| | - Qiaosheng Pu
- Department of Chemistry, Lanzhou University Lanzhou Gansu 730000 China
| | - Guangsheng Guo
- Center of Excellence for Environmental Safety and Biological Effects, Beijing Key Laboratory for Green Catalysis and Separation, Department of Chemistry and Biology, Beijing University of Technology Beijing 100124 China
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11
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Siedlik MJ, Yang Z, Kadam PS, Eberwine J, Issadore D. Micro- and Nano-Devices for Studying Subcellular Biology. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2021; 17:e2005793. [PMID: 33345457 PMCID: PMC8258219 DOI: 10.1002/smll.202005793] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Revised: 10/20/2020] [Indexed: 05/27/2023]
Abstract
Cells are complex machines whose behaviors arise from their internal collection of dynamically interacting organelles, supramolecular complexes, and cytoplasmic chemicals. The current understanding of the nature by which subcellular biology produces cell-level behaviors is limited by the technological hurdle of measuring the large number (>103 ) of small-sized (<1 μm) heterogeneous organelles and subcellular structures found within each cell. In this review, the emergence of a suite of micro- and nano-technologies for studying intracellular biology on the scale of organelles is described. Devices that use microfluidic and microelectronic components for 1) extracting and isolating subcellular structures from cells and lysate; 2) analyzing the physiology of individual organelles; and 3) recreating subcellular assembly and functions in vitro, are described. The authors envision that the continued development of single organelle technologies and analyses will serve as a foundation for organelle systems biology and will allow new insight into fundamental and clinically relevant biological questions.
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Affiliation(s)
- Michael J Siedlik
- Department of Bioengineering, 335 Skirkanich Hall, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA, 19104, USA
| | - Zijian Yang
- Department of Mechanical Engineering and Applied Science, 335 Skirkanich Hall, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA, 19104, USA
| | - Parnika S Kadam
- Systems Pharmacology and Translational Therapeutics, 38 John Morgan Building, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA, 19104, USA
| | - James Eberwine
- Systems Pharmacology and Translational Therapeutics, 38 John Morgan Building, University of Pennsylvania, 3620 Hamilton Walk, Philadelphia, PA, 19104, USA
| | - David Issadore
- Department of Bioengineering, 335 Skirkanich Hall, University of Pennsylvania, 210 South 33rd Street, Philadelphia, PA, 19104, USA
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12
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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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13
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Gerena E, Legendre F, Molawade A, Vitry Y, Régnier S, Haliyo S. Tele-Robotic Platform for Dexterous Optical Single-Cell Manipulation. MICROMACHINES 2019; 10:mi10100677. [PMID: 31597299 PMCID: PMC6843280 DOI: 10.3390/mi10100677] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 09/25/2019] [Accepted: 10/02/2019] [Indexed: 12/11/2022]
Abstract
Single-cell manipulation is considered a key technology in biomedical research. However, the lack of intuitive and effective systems makes this technology less accessible. We propose a new tele–robotic solution for dexterous cell manipulation through optical tweezers. A slave-device consists of a combination of robot-assisted stages and a high-speed multi-trap technique. It allows for the manipulation of more than 15 optical traps in a large workspace with nanometric resolution. A master-device (6+1 degree of freedom (DoF)) is employed to control the 3D position of optical traps in different arrangements for specific purposes. Precision and efficiency studies are carried out with trajectory control tasks. Three state-of-the-art experiments were performed to verify the efficiency of the proposed platform. First, the reliable 3D rotation of a cell is demonstrated. Secondly, a six-DoF teleoperated optical-robot is used to transport a cluster of cells. Finally, a single-cell is dexterously manipulated through an optical-robot with a fork end-effector. Results illustrate the capability to perform complex tasks in efficient and intuitive ways, opening possibilities for new biomedical applications.
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Affiliation(s)
- Edison Gerena
- Institut des Systèmes Intelligents et de Robotique, ISIR, Sorbonne Université, CNRS, F-75005 Paris, France.
| | - Florent Legendre
- Institut des Systèmes Intelligents et de Robotique, ISIR, Sorbonne Université, CNRS, F-75005 Paris, France
| | - Akshay Molawade
- Institut des Systèmes Intelligents et de Robotique, ISIR, Sorbonne Université, CNRS, F-75005 Paris, France
| | - Youen Vitry
- TIPS Laboratory, CP 165/67, Université libre de Bruxelles, 50 Avenue F. Roosevelt, B-1050 Brussels, Belgium
| | - Stéphane Régnier
- Institut des Systèmes Intelligents et de Robotique, ISIR, Sorbonne Université, CNRS, F-75005 Paris, France
| | - Sinan Haliyo
- Institut des Systèmes Intelligents et de Robotique, ISIR, Sorbonne Université, CNRS, F-75005 Paris, France
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