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Bavafa A, Izadpanahi M, Hosseini E, Hajinejad M, Abedi M, Forouzanfar F, Sahab-Negah S. Exosome: an overview on enhanced biogenesis by small molecules. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2025; 398:6473-6508. [PMID: 39862264 DOI: 10.1007/s00210-024-03762-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2024] [Accepted: 12/23/2024] [Indexed: 01/27/2025]
Abstract
Exosomes are extracellular vesicles that received attention for their potential use in the treatment of various injuries. They communicate intercellularly by transferring genetic and bioactive molecules from parent cells. Although exosomes hold immense promise for treating neurodegenerative and oncological diseases, their actual clinical use is very limited because of their biogenesis and secretion. Recent studies have shown that small molecules can significantly enhance exosome biogenesis, thereby remarkably improving yield, functionality, and therapeutic effects. These molecules modulate critical pathways toward optimum exosome production in a mode that is either ESCRT dependent or ESCRT independent. Improved exosome biogenesis may provide new avenues for targeted cancer therapy, neuroprotection in neurodegenerative diseases, and regenerative medicine in wound healing. This review explores the role of small molecules in enhancing exosome biogenesis and secretion, highlights their underlying mechanisms, and discusses emerging clinical applications. By addressing current challenges and focusing on translational opportunities, this study provides a foundation for advancing cell-free therapies in regenerative medicine and beyond.
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Affiliation(s)
- Amir Bavafa
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Maryam Izadpanahi
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Elham Hosseini
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mehrdad Hajinejad
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Qaen Faculty of Medical Sciences, Birjand University of Medical Sciences, Birjand, Iran
| | - Mahsa Abedi
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
- Institute for Molecular and Clinical Immunology, Medical Faculty, Otto-von-Guericke University, Magdeburg, Germany
| | - Fatemeh Forouzanfar
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
| | - Sajad Sahab-Negah
- Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
- Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.
- Shefa Neuroscience Research Center, Khatam Alanbia Hospital, Tehran, Iran.
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He C, Zhuo H, Yang C, Wang J, Jiang X, Li F, Lin C, Yang H, Yong T, Yang X, Liu Z, Ma Y, Nie L, Liao G, Shi T. Elevating single-particle encapsulation in droplet microfluidics by utilizing surface acoustic wave and flow control. LAB ON A CHIP 2025; 25:2669-2683. [PMID: 40302630 DOI: 10.1039/d4lc00787e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/02/2025]
Abstract
Target particle encapsulation is crucial in droplet microfluidics for high-throughput applications like single-cell sequencing and drug screening. However, it faces limitations, with encapsulation rates of only 10% to 30% due to suspension density and the inherent functionality of the chip being restricted by the Poisson distribution. This leads to reagent waste and reduced effectiveness in applications requiring ultra-high multiplexing or extensive particle analysis, due to the massive empty droplets. Here we propose a droplet microfluidic system integrating surface acoustic wave (SAW) and sheath flow control. Suspensions of varying concentrations within the channel are initially pre-focused by sheath fluid, and then acoustically focused into a linear arrangement by SAW. Spacing between particles can be regulated by modulating the sheath fluid, ensuring sequential encapsulation of cells or beads in individual droplets. Thermal shock generated by the SAW, particle and droplet frequency, and particle encapsulation ratio are all elaborately evaluated. The results demonstrate that our system reaches an exciting single-bead packing efficiency of up to 78%, and achieves a packing rate of more than 60% for both high and low concentrations of solutions for polystyrene microspheres, magnetic beads and H22 cells, 6 times higher than the theoretical upper limit of the conventional method and 1.8 times higher than the Poisson distribution. More importantly, our system is designed to be free of structural and parametric constraints, which is quite important in future practical application. Thus, our on-chip particle focusing control method and droplet microfluidic system provide great potential in biological applications needing a high single-particle encapsulation ratio in limited partitions, such as ultra-high multiplex digital biomolecular detection, single-cell analysis, drug screening, and single exosome detection.
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Affiliation(s)
- Chunhua He
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Huasheng Zhuo
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Canfeng Yang
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Jianxin Wang
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Xian Jiang
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Fan Li
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Chengxu Lin
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Hai Yang
- HUST-CNDH Joint Research Center for Nanodetection, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Tuying Yong
- HUST-CNDH Joint Research Center for Nanodetection, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Xiangliang Yang
- HUST-CNDH Joint Research Center for Nanodetection, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Zhiyong Liu
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Yan Ma
- Joint Wuhan Blood Center-Huazhong University of Science and Technology Hematology Optical Imaging Center, Institute of Blood Transfusion of Hubei Province, Wuhan Blood Center, Wuhan 430030, China
| | - Lei Nie
- School of Mechanical Engineering, Hubei University of Technology, Wuhan 430068, China
| | - Guanglan Liao
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
| | - Tielin Shi
- State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan 43007, China.
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Zhang YX, Wang M, Xu LL, Chen YJ, Zhong ST, Feng Y, Zhang HB, Cheng SB, Xie M, Huang WH. An integrated microfluidic chip for synchronous drug loading, separation and detection of plasma exosomes. LAB ON A CHIP 2025. [PMID: 40423558 DOI: 10.1039/d5lc00279f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2025]
Abstract
Exosomes have gained increasing attention as robust, biocompatible carriers for targeted therapy. However, current techniques for exosome drug loading suffer from low drug loading efficiency and substantial exosome loss during repeated purification and quantification processes. Here, we present an integrated microfluidic chip (IMC) that streamlines drug loading, separation, and electrochemical detection of exosomes from plasma in a single device. In this design, the three-dimensional (3D) macroporous scaffold and the magnetoresponsive electrode are successfully assembled into the modeling microchip, playing the functions of "3D chaotic flow mixer", "magnetic separator" and "electrochemical detector". When plasma, doxorubicin (DOX), boron clusters and immunomagnetic nanoprobes (IMPs) are simultaneously injected into the IMC, the exosomes are loaded with DOX-boron cluster (EDB) complexes and synchronously recognized by IMPs in the "3D chaotic flow mixer". Our strategy exhibits high DOX loading efficiency owing to the superchaotropic effect of boron clusters and enhanced immunolabeling efficiency by the thorough mixing of the 3D scaffold. Meanwhile, the novel magnetoresponsive electrode enables magnetic separation and real-time, enzyme-linked immunoelectrochemical quantification of exosomes, thereby simplifying the workflow from drug loading to quantification. The resulting EDB in combination with magnetic hyperthermia achieves up to 90% cell-killing efficiency against DOX-resistant breast cancer cells. Overall, our system could simultaneously realize the enhanced DOX loading into exosomes, efficient magnetic immunoseparation of exosomes, and sensitive electrochemical quantification of exosomes, offering a promising approach for autologous exosome-based drug delivery for cancer treatment.
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Affiliation(s)
- Yu-Xin Zhang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Ming Wang
- Department of Clinical Laboratory, Renmin Hospital of Wuhan University, Wuhan 430060, P. R. China
| | - Li-Li Xu
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Yi-Jing Chen
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Shu-Ting Zhong
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Ying Feng
- Department of Chemistry and Materials Engineering, HuiZhou University, Guangdong, 516007, P. R. China
| | - Hai-Bo Zhang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Shi-Bo Cheng
- School of Laboratory Medicine, Hubei University of Chinese Medicine, Huangjia Lake West Road, Wuhan 430065, P. R. China.
| | - Min Xie
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
| | - Wei-Hua Huang
- College of Chemistry and Molecular Sciences, Wuhan University, Wuhan 430072, P. R. China.
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Lu Q, Zhang Z, Ding X. Isolation Techniques of Micro/Nano-Scaled Species for Biomedical Applications. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2414109. [PMID: 40411414 DOI: 10.1002/advs.202414109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Revised: 03/04/2025] [Indexed: 05/26/2025]
Abstract
Isolation of micro/nano-scaled bioparticles, such as circulating tumor cells (CTCs), exosomes, bacteria, white blood cells (WBCs), platelets, and viruses, from the sample is essential for cancer diagnosis and treatment, preventing bacterial infections, and monitoring human health. Numerous separation techniques, including magnetophoresis, dielectrophoresis, acoustophoresis, optophoresis, and fluorescence-activated sorting (FAS) have been developed to isolate the target bioparticles from complex samples accurately. However, these active methods usually rely on sophisticated instruments which are expensive and bulky. Passive platforms with high throughput, low cost, and small volume have gradually become alternative methods. Alongside this context, this review paper is no longer confined to one specific category of isolation techniques, advanced systems that have been developed in recent years are comprehensively introduced. Characteristics and limitations of each technology are discussed according to the critical performance parameters including purity, recovery rate, throughput, resolution, size, and convenience. Specific biomedical applications of separation techniques are summarized to provide practical implications for disease diagnosis, treatment, and mechanism research. This review also addresses the current challenges, potential solutions, and prospects in this field, laying the foundation for further optimization, innovation, and cross-integration of isolation techniques in the future.
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Affiliation(s)
- Qing Lu
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, 200240, China
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Zhinan Zhang
- State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, 200240, China
- School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Xianting Ding
- Department of Anesthesiology and Surgical Intensive Care Unit, Xinhua Hospital, School of Medicine and School of Biomedical Engineering, Shanghai Jiao Tong University, Shanghai, 200030, China
- State Key Laboratory of Systems Medicine for Cancer, Institute for Personalized Medicine, Shanghai Jiao Tong University, Shanghai, 200030, China
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5
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Zhang C, Wang G, Xu J, Wang W, Sun P, Hu S. A review of the role of CSCs and CSC-EXOs in increasing drug resistance in breast cancer and future applications. Crit Rev Oncol Hematol 2025; 212:104774. [PMID: 40412576 DOI: 10.1016/j.critrevonc.2025.104774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2025] [Revised: 05/04/2025] [Accepted: 05/19/2025] [Indexed: 05/27/2025] Open
Abstract
Breast cancer (BCa) remains a major global health challenge due to its complex etiology, varied clinical manifestations, and therapy resistance, which contributes to nearly 90 % of cancer-related deaths. A key factor in treatment failure is the presence of BCa stem cells (BCSCs), which drive drug resistance and tumor recurrence. Understanding BCSC formation, regulation, and role in therapeutic resistance is crucial for developing targeted therapies. Additionally, exosomes (EXOs) secreted by BCSCs play a critical role in cancer progression and drug resistance. These vesicles facilitate communication between cancer and stromal cells by transferring RNA and proteins, influencing treatment response. For instance, EXOs from stromal cells can enhance BCa cell survival under chemotherapy and radiation. This study explores BCSC mechanisms, their contribution to drug resistance, and emerging therapeutic strategies. We also examine how BCa-derived and BCSC-derived EXOs promote drug tolerance and tumor growth. Finally, we discuss future treatment approaches, current research limitations, and potential solutions to advance BCa therapy. Novel interventions may overcome resistance and improve patient outcomes by targeting BCSCs and EXO-mediated pathways. However, further research is needed to translate these findings into practical clinical applications.
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Affiliation(s)
- Chen Zhang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Liver Transplant Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Guoliang Wang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Liver Transplant Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Jianjun Xu
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Liver Transplant Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Wenqiang Wang
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Liver Transplant Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China
| | - Ping Sun
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
| | - Shaobo Hu
- Department of Hepatobiliary Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China; Liver Transplant Center, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.
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6
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Lin J, Cui L, Shi X, Wu S. Emerging Trends in Microfluidic Biomaterials: From Functional Design to Applications. J Funct Biomater 2025; 16:166. [PMID: 40422832 DOI: 10.3390/jfb16050166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2025] [Revised: 04/28/2025] [Accepted: 05/06/2025] [Indexed: 05/28/2025] Open
Abstract
The rapid development of microfluidics has driven innovations in material engineering, particularly through its ability to precisely manipulate fluids and cells at microscopic scales. Microfluidic biomaterials, a cutting-edge interdisciplinary field integrating microfluidic technology with biomaterials science, are revolutionizing biomedical research. This review focuses on the functional design and fabrication of organ-on-a-chip (OoAC) platforms via 3D bioprinting, explores the applications of biomaterials in drug delivery, cell culture, and tissue engineering, and evaluates the potential of microfluidic systems in advancing personalized healthcare. We systematically analyze the evolution of microfluidic materials-from silicon and glass to polymers and paper-and highlight the advantages of 3D bioprinting over traditional fabrication methods. Currently, despite significant advances in microfluidics in medicine, challenges in scalability, stability, and clinical translation remain. The future of microfluidic biomaterials will depend on combining 3D bioprinting with dynamic functional design, developing hybrid strategies that combine traditional molds with bio-printed structures, and using artificial intelligence to monitor drug delivery or tissue response in real time. We believe that interdisciplinary collaborations between materials science, micromachining, and clinical medicine will accelerate the translation of organ-on-a-chip platforms into personalized therapies and high-throughput drug screening tools.
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Affiliation(s)
- Jiaqi Lin
- Institute of Polymer Materials, School of Materials Science & Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Lijuan Cui
- Institute of Polymer Materials, School of Materials Science & Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Xiaokun Shi
- Institute of Polymer Materials, School of Materials Science & Engineering, Jiangsu University, Zhenjiang 212013, China
| | - Shuping Wu
- Institute of Polymer Materials, School of Materials Science & Engineering, Jiangsu University, Zhenjiang 212013, China
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7
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Su Y, He W, Zheng L, Fan X, Hu TY. Toward Clarity in Single Extracellular Vesicle Research: Defining the Field and Correcting Missteps. ACS NANO 2025; 19:16193-16203. [PMID: 40271998 PMCID: PMC12060644 DOI: 10.1021/acsnano.5c00705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/12/2025] [Revised: 04/11/2025] [Accepted: 04/11/2025] [Indexed: 04/25/2025]
Abstract
Single extracellular vesicle (EV) research holds the potential to revolutionize our understanding of cellular communication and enable breakthroughs in diagnostics and therapeutics. However, the lack of a clear, consensus-driven definition of single EV research has led to methodological inconsistencies, overgeneralized interpretations, and, in some cases, misleading claims. In this perspective, we propose a framework for defining single EV research, critique current challenges and misconceptions in this field, and discuss its implications for biomedical applications. We argue that precise experimental design, rigorous validation, and interdisciplinary collaboration approaches are needed to establish single EV research as a cornerstone of precision medicine.
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Affiliation(s)
- Yun Su
- Department
of Ophthalmology, Shanghai Key Laboratory of Orbital Diseases and
Ocular Oncology, Shanghai Ninth People’s
Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, P. R. China
| | - Wanzhuo He
- Department
of Ophthalmology, Shanghai Key Laboratory of Orbital Diseases and
Ocular Oncology, Shanghai Ninth People’s
Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, P. R. China
| | - Lei Zheng
- Department
of Laboratory Medicine, Guangdong Provincial Key Laboratory of Precision
Medical Diagnostics, Guangdong Engineering and Technology Research
Center for Rapid Diagnostic Biosensors, Guangdong Provincial Key Laboratory
of Single Cell Technology and Application, Nanfang Hospital, Southern Medical University, Guangzhou 510515, P. R. China
| | - Xianqun Fan
- Department
of Ophthalmology, Shanghai Key Laboratory of Orbital Diseases and
Ocular Oncology, Shanghai Ninth People’s
Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200011, P. R. China
| | - Tony Y. Hu
- Department
of Biochemistry and Molecular Biology, Center for Cellular and Molecular
Diagnostics, Tulane University School of
Medicine, New Orleans, Louisiana 70112, United States
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8
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BU A, WU G, HU L. [Progress and prospect of separation and analysis of single-cell and single-particle exosomes]. Se Pu 2025; 43:399-412. [PMID: 40331605 PMCID: PMC12059993 DOI: 10.3724/sp.j.1123.2024.11001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2024] [Indexed: 05/08/2025] Open
Abstract
Exosomes are nanoscale vesicles secreted by cells and are encapsulated in lipid bilayers. They play crucial roles in cell communication and are involved in a variety of physiological and pathological processes, including immune regulation, angiogenesis, and tumor initiation and metastasis. Exosomes carry a variety of biomolecules from maternal cells and are therefore important vehicles for discovering disease markers. Traditional detection methods only provide average cell-population information for a given sample and cannot establish clear relationships between the biological functions of exosomes and subtype owing to the significant heterogeneity associated with exosomes from different cell subsets. Therefore, characterizing exosomes at the single-cell and single-particle levels requires exosome specificities to be further explored and the characteristics of various exosome subtypes to be distinguished. Commonly used single-particle exosome characterization technologies include flow cytometry, super-resolution microscopy, atomic force microscopy, surface-enhanced Raman spectroscopy, proximity barcoding assay and MS. In this paper, we summarize recent advances in the separation and characterization of single-cell exosomes based on microfluidics and provide future applications prospects for emerging technologies (such as Olink proteomics, click chemistry, and molecular imprinting) for studying single-cell and single-particle exosomes.
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Xu C, Du D, Han Z, Si H, Li W, Li L, Tang B. Separation and Analysis of Rare Tumor Cells in Various Body Fluids Based on Microfluidic Technology for Clinical Applications. Anal Chem 2025; 97:7567-7588. [PMID: 40186540 DOI: 10.1021/acs.analchem.4c06925] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2025]
Affiliation(s)
- Chang Xu
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Shandong Normal University, Jinan 250014, P. R. China
| | - Dexin Du
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Shandong Normal University, Jinan 250014, P. R. China
| | - Zhaojun Han
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Shandong Normal University, Jinan 250014, P. R. China
| | - Haibin Si
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Shandong Normal University, Jinan 250014, P. R. China
| | - Wei Li
- Department of Hematology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan 250012, P. R. China
| | - Lu Li
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Shandong Normal University, Jinan 250014, P. R. China
| | - Bo Tang
- College of Chemistry, Chemical Engineering and Materials Science, Collaborative Innovation Center of Functionalized Probes for Chemical Imaging, Key Laboratory of Molecular and Nano Probes, Ministry of Education, Shandong Normal University, Jinan 250014, P. R. China
- Laoshan Laboratory, Qingdao 266237, P. R. China
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10
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Yang J, Ai X, Zhang C, Guo T, Feng N. Application of plant-derived extracellular vesicles as novel carriers in drug delivery systems: a review. Expert Opin Drug Deliv 2025:1-17. [PMID: 40159727 DOI: 10.1080/17425247.2025.2487589] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2024] [Revised: 03/19/2025] [Accepted: 03/28/2025] [Indexed: 04/02/2025]
Abstract
INTRODUCTION Plant-derived extracellular vesicles (P-EVs) are nanoscale, lipid bilayer vesicles capable of transporting diverse bioactive substances, enabling intercellular and interspecies communication and material transfer. With inherent pharmacological effects, targeting abilities, high safety, biocompatibility, and low production costs, P-EVs are promising candidates for drug delivery systems, offering significant application potential. AREAS COVERED A comprehensive review of studies on P-EVs was conducted through extensive database searches, including PubMed and Web of Science, spanning the years 1959 to 2025. Drawing on animal and cellular model research, this review systematically analyzes the pharmacological activities of P-EVs and their advantages as drug delivery carriers. It also explores P-EVs' drug loading methods, extraction techniques, and application prospects, including their benefits, clinical potential, and feasibility for commercial expansion. EXPERT OPINION Establishing unified preparation standards and conducting a more comprehensive analysis of molecular composition, structural characteristics, and mechanisms of P-EVs are essential for their widespread application. Greater attention should be given to the potential synergistic or antagonistic effects between P-EVs as carriers and the drugs they deliver, as this understanding will enhance their practical applications. In conclusion, P-EVs-based drug delivery systems represent a promising strategy to improve treatment efficacy, reduce side effects, and ensure drug stability.
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Affiliation(s)
- Jiayi Yang
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Xinyi Ai
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Chenming Zhang
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Teng Guo
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
| | - Nianping Feng
- School of Pharmacy, Shanghai University of Traditional Chinese Medicine, Shanghai, China
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11
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Xu T, Zhang Y, Li S, Dai C, Wei H, Chen D, Zhao Y, Liu H, Li D, Chen P, Liu BF, Tian Y. Deep Learning-Enhanced Hand-Driven Microfluidic Chip for Multiplexed Nucleic Acid Detection Based on RPA/CRISPR. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2414918. [PMID: 40163382 DOI: 10.1002/advs.202414918] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2024] [Revised: 02/10/2025] [Indexed: 04/02/2025]
Abstract
The early detection of high-risk human papillomavirus (HR-HPV) is crucial for the assessment and improvement of prognosis in cervical cancer. However, existing PCR-based screening methods suffer from inadequate accessibility, which dampens the enthusiasm for screening among grassroots populations, especially in resource-limited areas, and contributes to the persistently high mortality rate of cervical cancer. Here, a portable system is proposed for multiplexed nucleic acid detection, termed R-CHIP, that integrates Recombinase polymerase amplification (RPA), CRISPR detection, Hand-driven microfluidics, and an artificial Intelligence Platform. The system can go from sample pre-processing to results readout in less than an hour with simple manual operation. Optimized for sensitivity of 10-17 M for HPV-16 and 10-18 M for HPV-18, R-CHIP has an accuracy of over 95% in 300 tests on clinical samples. In addition, a smartphone microimaging system combined with the ResNet-18 deep learning model is used to improve the readout efficiency and convenience of the detection system, with initial prediction accuracies of 96.0% and 98.0% for HPV-16 and HPV-18, respectively. R-CHIP, as a user-friendly and intelligent detection platform, has great potential for community-level HR-HPV screening in resource-constrained settings, and contributes to the prevention and early diagnosis of other diseases.
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Affiliation(s)
- Tao Xu
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Ying Zhang
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Shunji Li
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Chenxi Dai
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Hongguo Wei
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
| | - Dongjuan Chen
- Department of Laboratory Medicine, Maternal and Child Health Hospital of Hubei Province, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430070, China
| | - Yunjun Zhao
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
| | - He Liu
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
| | - Deliang Li
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
| | - Peng Chen
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Bi-Feng Liu
- The Key Laboratory for Biomedical Photonics of MOE at Wuhan National Laboratory for Optoelectronics-Hubei Bioinformatics & Molecular Imaging Key Laboratory, Systems Biology Theme, Department of Biomedical Engineering, College of Life Science and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China
| | - Ye Tian
- College of Medicine and Biological Information Engineering, Northeastern University, Shenyang, 110169, China
- Foshan Graduate School of Innovation, Northeastern University, Foshan, 528300, China
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12
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Chen H, Ma M, Zhang L, Wang Z, Sun H, Liu C, Zhang L, Zhang W. An effective strategy based on electrostatic interaction for the simultaneous sequential purification and isolation of exosomes. Mikrochim Acta 2025; 192:259. [PMID: 40138024 DOI: 10.1007/s00604-025-07125-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2024] [Accepted: 03/19/2025] [Indexed: 03/29/2025]
Abstract
A material-based strategy was developed to achieve the simultaneous purification and isolation of exosomes from serum and urine. Based on the combination of electrostatic interaction and hydrophobic interaction, polyacrylic acid (PAA)-coated anionic nanoparticles (Fe3O4@PAA) were used to remove positively charged contaminant proteins and neutral proteins, and polyethyleneimine (PEI)-functionalized cationic nanoparticles (Fe3O4@PEI) were applied to remove negatively charged contaminant proteins as well as capture and mild release of negatively charged exosome. By employing this strategy (denoted as PAA-PEI), a high recovery (> 95%) of serum exosomes was achieved with a high removal efficiency of protein contaminants (87%). The strategy was further applied to purify and isolate urinary exosomes, followed by downstream proteomics analysis. Compared with the standard isolation method of ultracentrifugation (UC), the PAA-PEI strategy shows high contaminant protein removal efficiency (98.6%) and obtains a higher concentration of exosomes. Using the PAA-PEI strategy, more urinary exosomal proteins (124) than UC (92) were identified. These results indicate that the PAA-PEI strategy is not only excellent in exosome capture but also effectively mitigates the interference of protein contamination. Given that the PAA-PEI strategy demonstrates a high protein contaminant removal efficiency and requires less cost and time (1 h) than UC (3 h), it would be a promising candidate method for efficiently purifying and isolating exosomes from complex biological samples for early discovery and diagnosis diseases. Furthermore, this study provides a new direction for emphasizing the issue of protein interference in the development of biological sample isolation methods.
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Affiliation(s)
- Haihong Chen
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
- State Key Laboratory of Bioreactor Engineering (SKLBE), School of Biotechnology, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
| | - Miaoxia Ma
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
| | - Lingyi Zhang
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China.
| | - Zhengduo Wang
- State Key Laboratory of Bioreactor Engineering (SKLBE), School of Biotechnology, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
| | - Haofan Sun
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, P. R. China
| | - Chenyu Liu
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
| | - Lixin Zhang
- State Key Laboratory of Bioreactor Engineering (SKLBE), School of Biotechnology, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
| | - Weibing Zhang
- Shanghai Key Laboratory of Functional Materials Chemistry, School of Chemistry and Molecular Engineering, East China University of Science and Technology (ECUST), Shanghai, 200237, P. R. China
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Dzikonski D, Zamboni R, Bandyopadhyay A, Paul D, Wedlich-Söldner R, Denz C, Imbrock J. Lab-on-a-chip device for microfluidic trapping and TIRF imaging of single cells. Biomed Microdevices 2025; 27:12. [PMID: 40085359 PMCID: PMC11909039 DOI: 10.1007/s10544-025-00739-0] [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] [Accepted: 01/28/2025] [Indexed: 03/16/2025]
Abstract
Total internal reflection fluorescence (TIRF) microscopy is a powerful imaging technique that visualizes the outer surface of specimens in close proximity to a substrate, yielding crucial insights in cell membrane compositions. TIRF plays a key role in single-cell studies but typically requires chemical fixation to ensure direct contact between the cell membrane and substrate, which can compromise cell viability and promote clustering. In this study, we present a microfluidic device with structures designed to trap single yeast cells and fix them in direct contact with the substrate surface to enable TIRF measurements on the cell membrane. The traps are fabricated using two-photon polymerization, allowing high-resolution printing of intricate structures that encapsulate cells in all three dimensions while maintaining exposure to the flow within the device. Our adaptable trap design allows us to reduce residual movement of trapped cells to a minimum while maintaining high trapping efficiencies. We identify the optimal structure configuration to trap single yeast cells and demonstrate that trapping efficiency can be tuned by modifying cell concentration and injection methods. Additionally, by replicating the cell trap design with soft hydrogel materials, we demonstrate the potential of our approach for further single-cell studies. The authors have no relevant financial or non-financial interests to disclose and no competing interests to declare.
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Affiliation(s)
- Dustin Dzikonski
- Institute of Applied Physics, University of Münster, Corrensstr. 2, 48149, Münster, Germany.
| | - Riccardo Zamboni
- Institute of Applied Physics, University of Münster, Corrensstr. 2, 48149, Münster, Germany
| | - Aniket Bandyopadhyay
- Institute of Cell Dynamics and Imaging, University of Münster, Von Esmarch Str. 56, 48149, Münster, Germany
| | - Deepthi Paul
- Institute of Applied Physics, University of Münster, Corrensstr. 2, 48149, Münster, Germany
| | - Roland Wedlich-Söldner
- Institute of Cell Dynamics and Imaging, University of Münster, Von Esmarch Str. 56, 48149, Münster, Germany
| | - Cornelia Denz
- Physikalisch-Technische Bundesanstalt, Bundesallee 100, 38116, Braunschweig, Germany
| | - Jörg Imbrock
- Institute of Applied Physics, University of Münster, Corrensstr. 2, 48149, Münster, Germany
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14
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Guo Y, Charoenkwan P, Traisrisilp K, Piyamongkol W, Tongprasert F. Application of Digital Polymerase Chain Reaction (dPCR) in Non-Invasive Prenatal Testing (NIPT). Biomolecules 2025; 15:360. [PMID: 40149896 PMCID: PMC11940399 DOI: 10.3390/biom15030360] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2025] [Revised: 02/17/2025] [Accepted: 02/27/2025] [Indexed: 03/29/2025] Open
Abstract
This article reviews the current applications of the digital polymerase chain reaction (dPCR) in non-invasive prenatal testing (NIPT) and explores its potential to complement or surpass the capabilities of Next-Generation Sequencing (NGS) in prenatal testing. The growing incidence of genetic disorders in maternal-fetal medicine has intensified the demand for precise and accessible NIPT options, which aim to minimize the need for invasive prenatal diagnostic procedures. Cell-free fetal DNA (cffDNA), the core analyte in NIPT, is influenced by numerous factors such as maternal DNA contamination, placental health, and fragment degradation. dPCR, with its inherent precision and ability to detect low-abundance targets, demonstrates robustness against these interferences. Although NGS remains the gold standard due to its comprehensive diagnostic capabilities, its high costs limit widespread use, particularly in resource-limited settings. In contrast, dPCR provides comparable accuracy with lower complexity and expense, making it a promising alternative for prenatal testing.
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Affiliation(s)
- Ying Guo
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (Y.G.); (K.T.); (W.P.)
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Dali University, Dali 671000, China
| | - Pimlak Charoenkwan
- Department of Pediatrics, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand;
- Thalassemia and Hematology Center, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand
| | - Kuntharee Traisrisilp
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (Y.G.); (K.T.); (W.P.)
| | - Wirawit Piyamongkol
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (Y.G.); (K.T.); (W.P.)
| | - Fuanglada Tongprasert
- Department of Obstetrics and Gynaecology, Faculty of Medicine, Chiang Mai University, Chiang Mai 50200, Thailand; (Y.G.); (K.T.); (W.P.)
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15
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Li Q, Zhou J, Jiang S, Fu Y, Su M. Single-Cell Array Enhanced Cell Damage Recognition Using Artificial Intelligence for Anticancer Drug Discovery. Anal Chem 2025; 97:4202-4208. [PMID: 39928967 DOI: 10.1021/acs.analchem.4c06646] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2025]
Abstract
This work developed a cell damage recognition method based on single-cell arrays using an artificial intelligence tool. The method uses micropatterns (single-cell micropatches and microwells) to isolate each cell in an ordered array to minimize cell overlapping and to maintain cell contours. After exposure to a therapeutic drug (e.g., doxorubicin), a large number of single cells are monitored, and the cell damage levels are determined with both morphology and intensity changes in reactive oxygen species recorded under fluorescence microscopy. The convolutional neural network model is trained by the time-series cancer cell images before and after low and high concentrations of drug exposure. The trained model can identify cancer cell status (live/dead) and classify damage levels (major/moderate/minor) with high accuracy. The single-cell pattern allows cells physically segmented at the single-cell level, which not only eliminates the need for computational cell segmentation but also reduces background noise and neighboring interference, which highly enhances the accuracy of analysis via image recognition. The single-cell array accelerates the computational analysis for toxicity with a trained AI model, which can be used to predict cell damage response for screening potential anticancer drugs.
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Affiliation(s)
- Qingxuan Li
- Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, United States
| | - Jiangshan Zhou
- Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, United States
| | - Songyao Jiang
- Department of Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts 02115, United States
| | - Yun Fu
- Department of Electrical and Computer Engineering, Northeastern University, Boston, Massachusetts 02115, United States
| | - Ming Su
- Department of Chemical Engineering, Northeastern University, Boston, Massachusetts 02115, United States
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16
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Shen S, Zhang F, Li H, Wu Y, Fan K, Zhao L, Li H, Sun N. Multi-Vortex Regulation in a Simple Semicircular Microchannel with Ordered Micro-Obstacles for High-Throughput Buffer Exchange. Anal Chem 2025; 97:3661-3670. [PMID: 39831762 DOI: 10.1021/acs.analchem.4c06310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Microfluidics is an emerging technology for buffer exchange in bioprocessing applications. However, achieving buffer exchange with simplicity of operation and high throughput in a straightforward channel design remains a challenge. This study presents a novel semicircular microchannel design that allows for the deterministic regulation of helical and Dean vortices through geometric confinement. By incorporating micro-obstacles into semicircular microchannels with large dimensions (900 μm wide and 100 μm high), we observe a substantial enhancement in secondary flows, leading to a unique fluid distribution across a wide range of flow rates. This design enables a high particle separation efficiency (>96.27%) coupled with a low fluorescein purity (<4.46%) at a high throughput of 3 × 106 particles/min. The proposed methodology, characterized by ease of production (simple semicircular microchannels with large dimensions), user-friendly operation (uniform flow rates in both sheath and sample inlets), and efficient buffer exchange capabilities (typically 3 mL min-1), demonstrates significant potential for advancing microfluidic systems in biological and biomedical research.
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Affiliation(s)
- Shaofei Shen
- Shanxi Key Lab for Modernization of TCVM, College of Life Science, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
| | - Furong Zhang
- Shanxi Key Lab for Modernization of TCVM, College of Life Science, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
| | - Haodong Li
- Shanxi Key Lab for Modernization of TCVM, College of Life Science, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
| | - Ying Wu
- Department of Basic Sciences, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
| | - Kuohai Fan
- Shanxi Key Lab for Modernization of TCVM, Laboratory Animal Center, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
| | - Lei Zhao
- School of Life Science and Technology, Xidian University, Xi'an 710126, Shaanxi, P. R. China
- Guangzhou Institute of Technology, Xidian University, Guangzhou 510555, Guangdong, P. R. China
| | - Hongquan Li
- Shanxi Key Lab for Modernization of TCVM, College of Veterinary Medicine, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
| | - Na Sun
- Shanxi Key Lab for Modernization of TCVM, College of Veterinary Medicine, Shanxi Agricultural University, Taiyuan 030000, Shanxi, P. R. China
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17
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Wang C, Zhang Y, Wang J, Han Y, Wang Y, Sun M, Liang Y, Huang M, Yu Y, Hu H, Liu H, Han L. Single-Cell Isolation Chip Integrated with Multicolor Barcode Array for High-Throughput Single-Cell Exosome Profiling in Tissue Samples. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2411259. [PMID: 39659120 DOI: 10.1002/adma.202411259] [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: 07/31/2024] [Revised: 10/28/2024] [Indexed: 12/12/2024]
Abstract
Exosomes, functional biomarkers involved in cancer progression, have gained widespread attention for promoting tumor formation, growth, and metastasis. Current bulk exosome detections in bodily fluids enable cancer functional analysis, but average secretion levels from cell populations, losing parent cell information and ignoring exosome heterogeneity from diverse cell subgroups, necessitating an effective platform for analyzing single-cell exosome functional heterogeneity. Here, a high-throughput platform is presented, capable of efficient single-cell isolation and multi-color exosome phenotype analysis, as well as quantifying trace exosomes secreted by single cells. Photothermal-driven single-cell chips achieve significant single-cell isolation efficiency (≈97%) within 5 min, facilitating the ultra-high throughput single-cell exosome analysis. By conducting mass spectrometry and protein interaction of breast cancer exosome phenotypic proteins, key exosome phenotypes are identified. Tens of thousands of single cells from breast cancer cell lines, and clinical tissues are analyzed, revealing various subgroup differences. The study finds more CD44 and EGFR co-expressing exosome subgroups in breast cancer cell lines, while immune-evasion PD-L1 high-phenotype exosome subgroups are primarily presented in complex tumor microenvironments, especially in HER2-positive tissues. This platform offers powerful single-cell isolation, exosome quantification, and phenotypic analysis capabilities, making it a powerful tool for advancing single-cell exosome analysis in cancer research.
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Affiliation(s)
- Chao Wang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
| | - Yu Zhang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
- Department of Integrated Circuits, Shandong University, Jinan, 250100, China
| | - Jianbo Wang
- Department of Radiation Oncology, Qilu Hospital of Shandong University, Shandong University, Jinan, 250012, China
| | - Yunrui Han
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
| | - Yihe Wang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
| | - Mingyuan Sun
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
| | - Yanbo Liang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
| | - Miao Huang
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
| | - Yang Yu
- Department of Periodontology, School and Hospital of Stomatology, Cheeloo College of Medicine, Shandong University, Jinan, 250012, China
| | - Huili Hu
- School of Basic Medical Sciences, Shandong University, Jinan, 250012, China
| | - Hong Liu
- State Key Laboratory of Crystal Materials, Shandong University, Jinan, 250100, China
| | - Lin Han
- Institute of Marine Science and Technology, Shandong University, Qingdao, 266237, China
- Department of Integrated Circuits, Shandong University, Jinan, 250100, China
- State Key Laboratory of Microbial Technology, Shandong University, Qingdao, 266237, China
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18
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Wang J, Wang H, Lai H, Liu FX, Cui B, Yu W, Mao Y, Yang M, Yao S. A Machine Vision Perspective on Droplet-Based Microfluidics. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2413146. [PMID: 39742464 PMCID: PMC11848540 DOI: 10.1002/advs.202413146] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Revised: 12/03/2024] [Indexed: 01/03/2025]
Abstract
Microfluidic droplets, with their unique properties and broad applications, are essential in in chemical, biological, and materials synthesis research. Despite the flourishing studies on artificial intelligence-accelerated microfluidics, most research efforts have focused on the upstream design phase of microfluidic systems. Generating user-desired microfluidic droplets still remains laborious, inefficient, and time-consuming. To address the long-standing challenges associated with the accurate and efficient identification, sorting, and analysis of the morphology and generation rate of single and double emulsion droplets, a novel machine vision approach utilizing the deformable detection transformer (DETR) algorithm is proposed. This method enables rapid and precise detection (detection relative error < 4% and precision > 94%) across various scales and scenarios, including real-world and simulated environments. Microfluidic droplets identification and analysis (MDIA), a web-based tool powered by Deformable DETR, which supports transfer learning to enhance accuracy in specific user scenarios is developed. MDIA characterizes droplets by diameter, number, frequency, and other parameters. As more training data are added by other users, MDIA's capability and universality expand, contributing to a comprehensive database for droplet microfluidics. The work highlights the potential of artificial intelligence in advancing microfluidic droplet regulation, fabrication, label-free sorting, and analysis, accelerating biochemical sciences and materials synthesis engineering.
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Affiliation(s)
- Ji‐Xiang Wang
- Institute of Optics and ElectronicsChinese Academy of SciencesChengdu610209P. R. China
- Hebei Key Laboratory of Man‐Machine Environmental Thermal Control Technology and EquipmentHebei Vocational University of Technology and EngineeringHebei054000China
- Department of Mechanical and Aerospace EngineeringThe Hong Kong University of Science and TechnologyClear Water Bay, KowloonHong Kong SAR999077China
| | - Hongmei Wang
- School of Science and TechnologyHong Kong Metropolitan UniversityHo Man TinHong Kong SAR999077China
| | - Huang Lai
- Department of Biomedical EngineeringThe Hong Kong Polytechnic UniversityHung Hom, KowloonHong Kong SAR999077China
| | - Frank X. Liu
- Department of Mechanical and Aerospace EngineeringThe Hong Kong University of Science and TechnologyClear Water Bay, KowloonHong Kong SAR999077China
| | - Binbin Cui
- Department of Mechanical and Aerospace EngineeringThe Hong Kong University of Science and TechnologyClear Water Bay, KowloonHong Kong SAR999077China
- Department of Chemical and Biological EngineeringThe Hong Kong University of Science and TechnologyClear Water Bay, KowloonHong Kong SAR999077China
| | - Wei Yu
- College of ElectricalEnergy and Power EngineeringYangzhou UniversityYangzhou225009China
| | - Yufeng Mao
- Institute of Optics and ElectronicsChinese Academy of SciencesChengdu610209P. R. China
- National Key Laboratory of Optical Field Manipulation Science and TechnologyChinese Academy of SciencesChengdu610209China
| | - Mo Yang
- Department of Biomedical EngineeringThe Hong Kong Polytechnic UniversityHung Hom, KowloonHong Kong SAR999077China
| | - Shuhuai Yao
- Department of Mechanical and Aerospace EngineeringThe Hong Kong University of Science and TechnologyClear Water Bay, KowloonHong Kong SAR999077China
- Department of Chemical and Biological EngineeringThe Hong Kong University of Science and TechnologyClear Water Bay, KowloonHong Kong SAR999077China
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19
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Zhang Z, Ma X, La Y, Guo X, Chu M, Bao P, Yan P, Wu X, Liang C. Advancements in the Application of scRNA-Seq in Breast Research: A Review. Int J Mol Sci 2024; 25:13706. [PMID: 39769466 PMCID: PMC11677372 DOI: 10.3390/ijms252413706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2024] [Revised: 12/10/2024] [Accepted: 12/18/2024] [Indexed: 01/11/2025] Open
Abstract
Single-cell sequencing technology provides apparent advantages in cell population heterogeneity, allowing individuals to better comprehend tissues and organs. Sequencing technology is currently moving beyond the standard transcriptome to the single-cell level, which is likely to bring new insights into the function of breast cells. In this study, we examine the primary cell types involved in breast development, as well as achievements in the study of scRNA-seq in the microenvironment, stressing the finding of novel cell subsets using single-cell approaches and analyzing the problems and solutions to scRNA-seq. Furthermore, we are excited about the field's promising future.
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Affiliation(s)
- Zhenyu Zhang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China;
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Xiaoming Ma
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Yongfu La
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Xian Guo
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Min Chu
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Pengjia Bao
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Ping Yan
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Xiaoyun Wu
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
| | - Chunnian Liang
- College of Animal Science and Technology, Gansu Agricultural University, Lanzhou 730070, China;
- Key Laboratory for Yak Genetics, Breeding, and Reproduction Engineering of Gansu Province, Gansu Provincial Key Laboratory of Yak Breeding Engineering, Lanzhou Institute of Animal Husbandry and Veterinary Medicine, Chinese Academy of Agricultural Sciences, Lanzhou 730070, China; (X.M.); (Y.L.); (X.G.); (M.C.); (P.B.); (P.Y.); (X.W.)
- Key Laboratory of Animal Genetics and Breeding on Tibetan Plateau, Ministry of Agriculture and Rural Affairs, Lanzhou 730070, China
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Zhang L, Bai H, Zou J, Zhang C, Zhuang W, Hu J, Yao Y, Hu WW. Immuno-Rolling Circle Amplification (Immuno-RCA): Biosensing Strategies, Practical Applications, and Future Perspectives. Adv Healthc Mater 2024; 13:e2402337. [PMID: 39252654 DOI: 10.1002/adhm.202402337] [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: 06/26/2024] [Revised: 08/25/2024] [Indexed: 09/11/2024]
Abstract
In the rapidly evolving field of life sciences and biomedicine, detecting low-abundance biomolecules, and ultraweak biosignals presents significant challenges. This has spurred a rapid development of analytical techniques aiming for increased sensitivity and specificity. These advancements, including signal amplification strategies and the integration of biorecognition events, mark a transformative era in bioanalytical precision and accuracy. A prominent method among these innovations is immuno-rolling circle amplification (immuno-RCA) technology, which effectively combines immunoassays with signal amplification via RCA. This process starts when a targeted biomolecule, such as a protein or cell, binds to an immobilized antibody or probe on a substrate. The introduction of a circular DNA template triggers RCA, leading to exponential amplification and significantly enhanced signal intensity, thus the target molecule is detectable and quantifiable even at the single-molecule level. This review provides an overview of the biosensing strategy and extensive practical applications of immuno-RCA in detecting biomarkers. Furthermore, it scrutinizes the limitations inherent to these sensors and sets forth expectations for their future trajectory. This review serves as a valuable reference for advancing immuno-RCA in various domains, such as diagnostics, biomarker discovery, and molecular imaging.
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Affiliation(s)
- Limei Zhang
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Hao Bai
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Jie Zou
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Chuyan Zhang
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Weihua Zhuang
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Jie Hu
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Yongchao Yao
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
| | - Wenchuang Walter Hu
- Precision Medicine Translational Research Center (PMTRC), Department of Laboratory Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan, 610041, China
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Bai Y, Yang C, Zhang X, Wu J, Yang J, Ju H, Hu N. Microfluidic Chip for Cell Fusion and In Situ Separation of Fused Cells. Anal Chem 2024. [PMID: 39560470 DOI: 10.1021/acs.analchem.4c04633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2024]
Abstract
Electrofusion is an effective method for fusing two cells into a hybrid cell, and this method is widely used in immunomedicine, gene recombination, and other related fields. Although cell pairing and electrofusion techniques have been accomplished with microfluidic devices, the purification and isolation of fused cells remains limited due to expensive instruments and complex operations. In this study, through the optimization of microstructures and electrodes combined with buffer substitution, the entire cell electrofusion process, including cell capture, pairing, electrofusion, and precise separation of the targeted fused cells, is achieved on a single chip. The proposed microfluidic cell electrofusion achieves an efficiency of 80.2 ± 7.5%, and targeted cell separation could be conveniently performed through the strategic activation of individual microelectrodes via negative dielectrophoresis, which ensures accurate release of the fused cells with an efficiency of up to 91.1 ± 5.1%. Furthermore, the survival rates of the cells after electrofusion and release are as high as 94.7 ± 0.6% and 91.7 ± 1.2%, respectively. These results demonstrate that the in situ cell electrofusion and separation process did not affect the cell activity. This chip offers integrated multifunctional manipulation of cells in situ, and can be applied to multiple fields in the future, thus laying the foundation for the field of precise single-cell analysis.
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Affiliation(s)
- Yaqi Bai
- Key Laboratory of Biorheological Science and Technology, Ministry of Education and Bioengineering College, Chongqing University, Chongqing 400044, P. R. China
| | - Chen Yang
- Key Laboratory of Biorheological Science and Technology, Ministry of Education and Bioengineering College, Chongqing University, Chongqing 400044, P. R. China
| | - Xiaoling Zhang
- School of Smart Health, Chongqing Polytechnic University of Electronic Technology, Chongqing 401331, P. R. China
| | - Jie Wu
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, P. R. China
| | - Jun Yang
- Key Laboratory of Biorheological Science and Technology, Ministry of Education and Bioengineering College, Chongqing University, Chongqing 400044, P. R. China
| | - Huangxian Ju
- State Key Laboratory of Analytical Chemistry for Life Science, School of Chemistry and Chemical Engineering, Nanjing University, Nanjing 210023, P. R. China
| | - Ning Hu
- Key Laboratory of Biorheological Science and Technology, Ministry of Education and Bioengineering College, Chongqing University, Chongqing 400044, P. R. China
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Di Bella MA, Taverna S. Extracellular Vesicles: Diagnostic and Therapeutic Applications in Cancer. BIOLOGY 2024; 13:716. [PMID: 39336143 PMCID: PMC11446462 DOI: 10.3390/biology13090716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/30/2024] [Revised: 09/09/2024] [Accepted: 09/09/2024] [Indexed: 09/30/2024]
Abstract
In recent years, knowledge of cell-released extracellular vesicle (EV) functions has undergone rapid growth. EVs are membrane vesicles loaded with proteins, nucleic acids, lipids, and bioactive molecules. Once released into the extracellular space, EVs are delivered to target cells that may go through modifications in physiological or pathological conditions. EVs are nano shuttles with a crucial role in promoting short- and long-distance cell-cell communication. Comprehension of the mechanism that regulates this process is a benefit for both medicine and basic science. Currently, EVs attract immense interest in precision and nanomedicine for their potential use in diagnosis, prognosis, and therapies. This review reports the latest advances in EV studies, focusing on the nature and features of EVs and on conventional and emerging methodologies used for their separation, characterization, and visualization. By searching an extended portion of the relevant literature, this work aims to give a summary of advances in nanomedical applications of EVs. Moreover, concerns that require further studies before translation to clinical applications are discussed.
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Affiliation(s)
- Maria Antonietta Di Bella
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, 90133 Palermo, Italy
| | - Simona Taverna
- Institute of Translational Pharmacology (IFT), National Research Council (CNR), 90146 Palermo, Italy
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