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Yang S, Xue J, Li Z, Zhang S, Zhang Z, Huang Z, Yung KKL, Lai KWC. Deep Learning-Based Ion Channel Kinetics Analysis for Automated Patch Clamp Recording. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2404166. [PMID: 39737527 DOI: 10.1002/advs.202404166] [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: 04/19/2024] [Revised: 08/07/2024] [Indexed: 01/01/2025]
Abstract
The patch clamp technique is a fundamental tool for investigating ion channel dynamics and electrophysiological properties. This study proposes the first artificial intelligence framework for characterizing multiple ion channel kinetics of whole-cell recordings. The framework integrates machine learning for anomaly detection and deep learning for multi-class classification. The anomaly detection excludes recordings that are incompatible with ion channel behavior. The multi-class classification combined a 1D convolutional neural network, bidirectional long short-term memory, and an attention mechanism to capture the spatiotemporal patterns of the recordings. The framework achieves an accuracy of 97.58% in classifying 124 test datasets into six categories based on ion channel kinetics. The utility of the novel framework is demonstrated in two applications: Alzheimer's disease drug screening and nanomatrix-induced neuronal differentiation. In drug screening, the framework illustrates the inhibitory effects of memantine on endogenous channels, and antagonistic interactions among potassium, magnesium, and calcium ion channels. For nanomatrix-induced differentiation, the classifier indicates the effects of differentiation conditions on sodium and potassium channels associated with action potentials, validating the functional properties of differentiated neurons for Parkinson's disease treatment. The proposed framework is promising for enhancing the efficiency and accuracy of ion channel kinetics analysis in electrophysiological research.
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Affiliation(s)
- Shengjie Yang
- Department of Biomedical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon Tong, Kowloon, Hong Kong SAR, China
| | - Jiaqi Xue
- Department of Biomedical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon Tong, Kowloon, Hong Kong SAR, China
| | - Ziqi Li
- Department of Biomedical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon Tong, Kowloon, Hong Kong SAR, China
| | - Shiqing Zhang
- JNU-HKUST Joint Laboratory for Neuroscience and Innovative Drug Research, College of Pharmacy, Jinan University, 601 West Huangpu Road, Tianhe, Guangzhou, 510632, China
| | - Zhang Zhang
- School of Public Health, Guangzhou Medical University, Xinzao, Panyu, Guangzhou, 511436, China
| | - Zhifeng Huang
- Department of Chemistry, Chinese University of Hong Kong, Shatin, New Territories, Hong Kong SAR, China
| | - Ken Kin Lam Yung
- Department of Science and Environmental Studies, Education University of Hong Kong, 10 Lo Ping Road, Tai Po, New Territories, Hong Kong SAR, China
| | - King Wai Chiu Lai
- Department of Biomedical Engineering, City University of Hong Kong, Tat Chee Avenue, Kowloon Tong, Kowloon, Hong Kong SAR, China
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2
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Jiang L, Zhang X, Wang S, Zhang J, Chen J, Lu J, Yao L, Jin W, Li N, Li Q. Functional Monomers Equipped Microgel System for Managing Parkinson's Disease by Intervening Chemokine Axis-mediated Nerve Cell Communications. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025; 12:e2410070. [PMID: 39721010 PMCID: PMC11831437 DOI: 10.1002/advs.202410070] [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: 08/22/2024] [Revised: 11/15/2024] [Indexed: 12/28/2024]
Abstract
The complex pathology of Parkinson's disease (PD) requires comprehensive understanding and multi-pronged interventions for communication between nerve cells. Despite new developments in nanotechnology in the treatment of PD, in-depth exploration of their biological effects, in particular, the specific mechanisms of inflammation inhibition are lacking. Herein, using the stable cascade catalysis channel formed by polydopamine (PDA), imidazole groups, and Cu ions, a microgel system comprising functional monomers [superoxide dismutase (SOD) with double bonds, PDA, 2-methacryloyloxy ethyl phosphorylcholine (MPC), and Cu ions] is proposed for managing PD. The microgel can be efficiently delivered to the brain aided by MPC, after which a multi-level regulatory strategy targeting neurons and microglia can be initiated. The catalytic activity cascade elicited by SOD and Cu ions can regulate the anti-inflammatory phenotypic transformation of microglia by relieving oxidative stress. Meanwhile, the dopamine (DA) released from PDA can facilitate DA storage and neurogenesis, inhibiting CX3CL1 release and the CX3CR1 receptor on microglia and further regulating the CX3CL1/CX3CR1-NF-κB-NLRP3 signaling pathway in microglia to inhibit neuroinflammation. Therefore, the proposed microgel delivery system with functional monomers represents a promising therapeutic strategy for managing neuroinflammation and promoting neurogenesis in PD by intervening chemokine axis-mediated communication between neurons and microglia.
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Affiliation(s)
- Lin Jiang
- College of Life SciencesChina Jiliang UniversityHangzhou310018China
| | - Xu Zhang
- Department of NeurologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhou UniversityZhengzhou450052China
| | - Shun Wang
- Department of NeurologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhou UniversityZhengzhou450052China
| | - Jiangkuan Zhang
- Department of NeurologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhou UniversityZhengzhou450052China
| | - Junyang Chen
- School of Life SciencesZhengzhou UniversityZhengzhou450001China
| | - Jiachuan Lu
- Department of NeurologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhou UniversityZhengzhou450052China
| | - Liting Yao
- College of Life SciencesChina Jiliang UniversityHangzhou310018China
| | - Weiwei Jin
- College of Life SciencesChina Jiliang UniversityHangzhou310018China
| | - Nan Li
- Department of NeurologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhou UniversityZhengzhou450052China
| | - Qing Li
- Department of NeurologyThe Second Affiliated Hospital of Zhengzhou UniversityZhengzhou UniversityZhengzhou450052China
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3
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Tam SW, Cheung AKL, Qin P, Zhang S, Huang Z, Yung KKL. Extracellular Silica Nanomatrices Promote In Vitro Maturation of Anti-tumor Dendritic Cells via Activation of Focal Adhesion Kinase. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2314358. [PMID: 39268785 PMCID: PMC11733713 DOI: 10.1002/adma.202314358] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 08/12/2024] [Indexed: 09/15/2024]
Abstract
The efficacy of dendritic cell (DC)-based cancer vaccines is critically determined by the functionalities of in vitro maturated DCs. The maturation of DCs typically relies on chemicals that are cytotoxic or hinder the ability of DCs to efficiently activate the antigen-specific cytotoxic T-lymphocytes (CTLs) against tumors. Herein, the maturation chemicals are replaced with extracellular silica nanomatrices, fabricated by glancing angle deposition, to promote in vitro maturation of murine bone marrow-derived DCs (mBMDCs). The extracellular nanomatrices composed of silica nanozigzags (NZs) enable the generation of mature mBMDCs with upregulated levels of co-stimulatory molecules, C-C chemokine receptor type-7, X-C motif chemokine recetpor-1, DC-specific ICAM-3 grabbing nonintegrin, and enhanced endocytic capacity. The in vitro maturation is partially governed by focal adhesion kinase (FAK) that is mechanically activated in the curved cell adhesions formed at the DC-NZ interfaces. The NZ-maturated mBMDCs can prime the antigen-specific CTLs into programmed cell death protein-1 (PD-1)lowCD44high memory phenotypes in vitro and suppress the growth of tumors in vivo. Meanwhile, the NZ-mediated beneficial effects are also observed in human monocyte-derived DCs. This work demonstrates that the silica NZs promote the anti-tumor capacity of in vitro maturated DCs via the mechanoactivation of FAK, supporting the potential of silica NZs being a promising biomaterial for cancer immunotherapy.
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Affiliation(s)
- Sze Wah Tam
- Department of BiologyHong Kong Baptist UniversityKowloonHong Kong SARChina
- Golden Meditech Center for NeuroRegeneration SciencesHong Kong Baptist UniversityKowloonHong Kong SARChina
| | | | - Ping Qin
- Department of BiologyHong Kong Baptist UniversityKowloonHong Kong SARChina
- Golden Meditech Center for NeuroRegeneration SciencesHong Kong Baptist UniversityKowloonHong Kong SARChina
| | - Shiqing Zhang
- State Key Laboratory of Bioactive Molecules and Druggability AssessmentJinan UniversityGuangzhou510632China
- JNU‐HKUST Joint Laboratory for Neuroscience and Innovative Drug ResearchCollege of PharmacyJinan UniversityGuangzhou510632China
| | - Zhifeng Huang
- Department of ChemistryThe Chinese University of Hong Kong (CUHK)Shatin, N.T.Hong Kong SARChina
- Shenzhen Research Institute of CUHKNo. 10, 2nd Yuexing Road, NanshanShenzhenGuangdong518057China
| | - Ken Kin Lam Yung
- Department of Science and Environmental Studiesthe Education University of Hong KongN.T.Hong Kong SARChina
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4
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Wang Y, Zhang X, Xie D, Chen C, Huang Z, Li ZA. Chiral Engineered Biomaterials: New Frontiers in Cellular Fate Regulation for Regenerative Medicine. ADVANCED FUNCTIONAL MATERIALS 2024. [DOI: 10.1002/adfm.202419610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2024] [Indexed: 01/03/2025]
Abstract
AbstractChirality, the property of objects that are nonsuperimposable on their mirror images, plays a crucial role in biological processes and cellular behaviors. Chiral engineered biomaterials have emerged as a promising approach to regulating cellular fate in regenerative medicine. However, few reviews provide a comprehensive examination of recent advancements in chiral biomaterials and their applications in cellular fate regulation. Herein, various fabrication techniques available for chiral biomaterials, including the use of chiral molecules, surface patterning, and self‐assembly are discussed. The mechanisms through which chiral biomaterials influence cellular responses, such as modulation of adhesion receptors, intracellular signaling, and gene expression, are explored. Notably, chiral biomaterials have demonstrated their ability to guide stem cell differentiation and augment tissue‐specific functions. The potential applications of chiral biomaterials in musculoskeletal disorders, neurodegenerative diseases, cardiovascular diseases, and wound healing are highlighted. Challenges and future perspectives, including standardization of fabrication methods and translation to clinical settings, are addressed. In conclusion, chiral engineered biomaterials offer exciting prospects for precisely controlling cellular fate, advancing regenerative medicine, and enabling personalized therapeutic strategies.
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Affiliation(s)
- Yuwen Wang
- Department of Biomedical Engineering The Chinese University of Hong Kong Shatin, N.T. Hong Kong SAR China
| | - Xin Zhang
- Institute of Sports Medicine Beijing Key Laboratory of Sports Injuries Peking University Third Hospital Beijing 100191 China
| | - Denghui Xie
- Department of Orthopaedic Surgery Center for Orthopaedic Surgery The Third Affiliated Hospital of Southern Medical University Guangzhou 510630 China
- Guangdong Provincial Key Laboratory of Bone and Joint Degeneration Diseases Guangzhou 510630 China
| | - Chunying Chen
- CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety New Cornerstone Science Laboratory National Center for Nanoscience and Technology Beijing 100190 China
- University of Chinese Academy of Sciences Beijing 100049 China
| | - Zhifeng Huang
- Department of Chemistry The Chinese University of Hong Kong Shatin Hong Kong SAR China
- School of Biomedical Sciences The Chinese University of Hong Kong Shatin, N.T. Hong Kong SAR China
| | - Zhong Alan Li
- Department of Biomedical Engineering The Chinese University of Hong Kong Shatin, N.T. Hong Kong SAR China
- School of Biomedical Sciences The Chinese University of Hong Kong Shatin, N.T. Hong Kong SAR China
- Institute for Tissue Engineering and Regenerative Medicine The Chinese University of Hong Kong Shatin, N.T. Hong Kong SAR China
- Shun Hing Institute of Advanced Engineering The Chinese University of Hong Kong Shatin, N.T. Hong Kong SAR China
- Shenzhen Research Institute The Chinese University of Hong Kong No.10, 2nd Yuexing Road, Nanshan Shenzhen Guangdong Province 518057 China
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5
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Ni Z, Qin P, Liu H, Chen J, Cai S, Tang W, Xiao H, Wang C, Qu G, Lin C, Fan Z, Xu ZX, Li G, Huang Z. Significant Enhancement of Circular Polarization in Light Emission through Controlling Helical Pitches of Semiconductor Nanohelices. ACS NANO 2023; 17:20611-20620. [PMID: 37796740 PMCID: PMC10604094 DOI: 10.1021/acsnano.3c07663] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 09/29/2023] [Indexed: 10/07/2023]
Abstract
Circularly polarized light emission (CPLE) can be potentially applied to three-dimensional displays, information storage, and biometry. However, these applications are practically limited by a low purity of circular polarization, i.e., the small optical dissymmetry factor gCPLE. Herein, glancing angle deposition (GLAD) is performed to produce inorganic nanohelices (NHs) to generate CPLE with large gCPLE values. CdSe NHs emit red CPLE with gCPLE = 0.15 at a helical pitch (P) ≈ 570 nm, having a 40-fold amplification of gCPLE compared to that at P ≈ 160 nm. Ceria NHs emit ultraviolet-blue CPLE with gCPLE ≈ 0.06 at P ≈ 830 nm, with a 103-fold amplification compared to that at P ≈ 110 nm. Both the photoluminescence and scattering among the close-packed NHs complicatedly account for the large gCPLE values, as revealed by the numerical simulations. The GLAD-based NH-fabrication platform is devised to generate CPLE with engineerable color and large gCPLE = 10-2-10-1, shedding light on the commercialization of CPLE devices.
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Affiliation(s)
- Ziyue Ni
- Department
of Physics, Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong
Kong SAR 999077, People’s Republic of China
| | - Ping Qin
- Department
of Biology, Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong
Kong SAR 999077, People’s Republic of China
| | - Hongshuai Liu
- Department
of Physics, Hong Kong Baptist University, Kowloon Tong, Kowloon, Hong
Kong SAR 999077, People’s Republic of China
| | - Jiafei Chen
- School
of Science, Harbin Institute of Technology, Shenzhen 518055, People’s Republic of China
- Department
of Materials Science and Engineering, Southern
University of Science and Technology, Shenzhen, Guangdong 518055, People’s Republic
of China
| | - Siyuan Cai
- Department
of Chemistry, Southern University of Science
and Technology, Shenzhen, Guangdong 518055, People’s Republic of China
| | - Wenying Tang
- Department
of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR 999077, People’s Republic of China
| | - Hui Xiao
- Department
of Chemistry, Guangdong-Hong Kong-Macao Joint Laboratory for Photonic-Thermal-Electrical
Energy Materials and Devices, Southern University
of Science and Technology, Shenzhen, Guangdong 518055, People’s Republic of China
| | - Chen Wang
- Department
of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR 999077, People’s Republic of China
| | - Geping Qu
- Department
of Chemistry, Southern University of Science
and Technology, Shenzhen, Guangdong 518055, People’s Republic of China
- School
of Chemistry and Chemical Engineering, Harbin
Institute of Technology, Harbin 150001, People’s
Republic of China
| | - Chao Lin
- Department
of Physics, The Chinese University of Hong
Kong, Shatin, New Territories, Hong Kong SAR 999077, People’s Republic
of China
| | - Zhiyong Fan
- Department
of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong SAR 999077, People’s Republic of China
| | - Zong-Xiang Xu
- Department
of Chemistry, Southern University of Science
and Technology, Shenzhen, Guangdong 518055, People’s Republic of China
| | - Guixin Li
- Department
of Materials Science and Engineering, Southern
University of Science and Technology, Shenzhen, Guangdong 518055, People’s Republic
of China
| | - Zhifeng Huang
- Department
of Chemistry, The Chinese University of
Hong Kong, Shatin, New Territories, Hong Kong SAR 999077, People’s Republic of China
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6
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Zhang Z, Liu Z, Wu P, Guo X, Luo X, Yang Y, Chen J, Tian Y. A High-Density Raman Photometry for Tracking and Quantifying of AchE Activity in The Brain of Freely Moving Animals with Network. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2023; 10:e2301004. [PMID: 37635166 PMCID: PMC10582456 DOI: 10.1002/advs.202301004] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Revised: 07/22/2023] [Indexed: 08/29/2023]
Abstract
A high-density Raman photometry based on a dual-recognition strategy is created for accurately quantifying acetylcholinesterase (AchE) activity in 24 brain regions of free-moving animals with network. A series of 5-ethynyl-1,2,3,3-tetramethyl-based molecules with different conjugated structures and substitute groups are designed and synthesized for specific recognition of AchE by Raman spectroscopy. After systematically evaluating the recognition ability toward AchE, 2-(4-((4-(dimethylamino)benzoyl)oxy)styryl)-5-ethynyl-1,3,3-trimethyl-3H-indol-1-ium (ET-5) is finally optimized for AchE determination, which shows the highest selectivity, the greatest sensitivity, and the fastest response time among the investigated seven molecules. More interestingly, using the developed probe for AchE with high accuracy and sensitivity, the optimized AchE regulated by nitric oxide (NO) is discovered for promoting the neurogenesis of neural stem cells (NSCs). Benefiting from the high-density photometry, it is found that the activity and distribution of AchE varied in 24 brain regions, and the levels of AchE activity in 24 brain regions of Alzheimer's mice (AD) are lower than those of normal mice. It is the first time that a functional network of AchE in 24 brain regions is established. It is also found that the loss of AchE functional network in AD mice is restored and reconstructed by the controlled release of AchE regulated by NO.
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Affiliation(s)
- Zhonghui Zhang
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
| | - Zhichao Liu
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
| | - Peicong Wu
- State Key Laboratory of Precision SpectroscopyEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
| | - Xinhua Guo
- State Key Laboratory of Supramolecular Structure and MaterialsCollege of Chemistry and Key Laboratory for Molecular Enzymology and Engineering of the Ministry of EducationCollege of Life ScienceJilin UniversityQianjin Road 2699Changchun130012P.R. China
| | - Xiao Luo
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
| | - Youjun Yang
- State Key Laboratory of Bioreactor EngineeringShanghai Key Laboratory of Chemical BiologySchool of PharmacyEast China University of Science and TechnologyMeilong Road 130Shanghai200237P.R. China
| | - Jinquan Chen
- State Key Laboratory of Precision SpectroscopyEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
| | - Yang Tian
- Shanghai Key Laboratory of Green Chemistry and Chemical ProcessesSchool of Chemistry and Molecular EngineeringEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
- State Key Laboratory of Precision SpectroscopyEast China Normal UniversityDongchuan Road 500Shanghai200241P.R. China
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7
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Wei M, Yang Z, Li S, Le W. Nanotherapeutic and Stem Cell Therapeutic Strategies in Neurodegenerative Diseases: A Promising Therapeutic Approach. Int J Nanomedicine 2023; 18:611-626. [PMID: 36760756 PMCID: PMC9904216 DOI: 10.2147/ijn.s395010] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Accepted: 01/12/2023] [Indexed: 02/05/2023] Open
Abstract
Neurodegeneration is characterized by progressive, disabling, and incurable neurological disorders with the massive loss of specific neurons. As one of the most promising potential therapeutic strategies for neurodegenerative diseases, stem cell therapy exerts beneficial effects through different mechanisms, such as direct replacement of damaged or lost cells, secretion of neurotrophic and growth factors, decreased neuroinflammation, and activation of endogenous stem cells. However, poor survival and differentiation rates of transplanted stem cells, insufficient homing ability, and difficulty tracking after transplantation limit their further clinical use. The rapid development of nanotechnology provides many promising nanomaterials for biomedical applications, which already have many applications in neurodegenerative disease treatment and seem to be able to compensate for some of the deficiencies in stem cell therapy, such as transport of stem cells/genes/drugs, regulating stem cell differentiation, and real-time tracking in stem cell therapy. Therefore, nanotherapeutic strategies combined with stem cell therapy is a promising therapeutic approach to treating neurodegenerative diseases. The present review systematically summarizes recent advances in stem cell therapeutics and nanotherapeutic strategies and highlights how they can be combined to improve therapeutic efficacy for the treatment of neurodegenerative diseases.
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Affiliation(s)
- Min Wei
- Liaoning Provincial Key Laboratory for Research on the Pathogenic Mechanisms of Neurological Diseases, The First Affiliated Hospital, Dalian Medical University, Dalian, 116021, People’s Republic of China
| | - Zhaofei Yang
- Liaoning Provincial Key Laboratory for Research on the Pathogenic Mechanisms of Neurological Diseases, The First Affiliated Hospital, Dalian Medical University, Dalian, 116021, People’s Republic of China
| | - Song Li
- Liaoning Provincial Key Laboratory for Research on the Pathogenic Mechanisms of Neurological Diseases, The First Affiliated Hospital, Dalian Medical University, Dalian, 116021, People’s Republic of China
| | - Weidong Le
- Liaoning Provincial Key Laboratory for Research on the Pathogenic Mechanisms of Neurological Diseases, The First Affiliated Hospital, Dalian Medical University, Dalian, 116021, People’s Republic of China,Institute of Neurology, Sichuan Academy of Medical Sciences, Sichuan Provincial People’s Hospital, Chengdu, 610072, People’s Republic of China,Correspondence: Weidong Le, Liaoning Provincial Key Laboratory for Research on the Pathogenic Mechanisms of Neurological Diseases, The First Affiliated Hospital, Dalian Medical University, Dalian, 116021, People’s Republic of China, Email
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8
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Wang Y, Tan Z, Zhang Z, Zhu P, Tam SW, Zhang Z, Jiang X, Lin K, Tian L, Huang Z, Zhang S, Peng YK, Yung KKL. Facet-Dependent Activity of CeO 2 Nanozymes Regulate the Fate of Human Neural Progenitor Cell via Redox Homeostasis. ACS APPLIED MATERIALS & INTERFACES 2022; 14:35423-35433. [PMID: 35905295 DOI: 10.1021/acsami.2c09304] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Neural progenitor cells (NPCs) therapy, a promising therapeutic strategy for neurodegenerative diseases, has a huge challenge to ensure high survival rate and neuronal differentiation rate. Cerium oxide (CeO2) nanoparticles exhibit multienzyme mimetic activities and have shown the capability of regulating reactive oxygen species (ROS), which is a pivotal mediator for intracellular redox homeostasis in NPCs, regulating biological processes including differentiation, proliferation, and apoptosis. In the present study, the role of facet-dependent CeO2-mediated redox homeostasis in regulating self-renewal and differentiation of NPCs is reported for the first time. The cube-, rod-, and octahedron-shaped CeO2 nanozymes with different facets are prepared. Among the mentioned nanozymes, the cube enclosed by the (100) facet exhibits the highest CAT-like activity, causing it to provide superior protection to NPCs from oxidative stress induced by H2O2; meanwhile, the octahedron enclosed by the (111) facet with the lowest CAT-like activity induces the most ROS production in ReNcell CX cells, which promotes neuronal differentiation by activated AKT/GSK-3β/β-catenin pathways. A further mechanistic study indicated that the electron density of the surface Ce atoms changed continuously with different crystal facets, which led to their different CAT-like activity and modulation of redox homeostasis in NPCs. Altogether, the different surface chemistry and atomic architecture of active sites on CeO2 exert modulation of redox homeostasis and the fate of NPCs.
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Affiliation(s)
- Ying Wang
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
| | - Zicong Tan
- Department of Chemistry, City University of Hong Kong, HKSAR 999077, China
| | - Zhu Zhang
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
| | - Peili Zhu
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
| | - Sze Wah Tam
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
| | - Zhang Zhang
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
| | - Xiaoli Jiang
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
| | - Kaili Lin
- School of Public Health, Guangzhou Medical University, Guangzhou 511436, China
| | - Linyuan Tian
- Department of Chemistry, City University of Hong Kong, HKSAR 999077, China
| | - Zhifeng Huang
- Department of Physics, Hong Kong Baptist University, HKSAR 999077, China
| | - Shiqing Zhang
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
- JNU-HKUST Joint Laboratory for Neuroscience and Innovative Drug Research, College of Pharmacy, Jinan University, Guangzhou 510632, China
| | - Yung-Kang Peng
- Department of Chemistry, City University of Hong Kong, HKSAR 999077, China
| | - Ken Kin Lam Yung
- Department of Biology, Hong Kong Baptist University, Hong Kong Special Administrative Region (HKSAR), HKSAR 999077, China
- Golden Meditech Center for NeuroRegeneration Sciences, Hong Kong Baptist University, HKSAR 999077, China
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9
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Cheng G, Liu Y, Ma R, Cheng G, Guan Y, Chen X, Wu Z, Chen T. Anti-Parkinsonian Therapy: Strategies for Crossing the Blood-Brain Barrier and Nano-Biological Effects of Nanomaterials. NANO-MICRO LETTERS 2022; 14:105. [PMID: 35426525 PMCID: PMC9012800 DOI: 10.1007/s40820-022-00847-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 03/12/2022] [Indexed: 05/08/2023]
Abstract
Parkinson's disease (PD), a neurodegenerative disease that shows a high incidence in older individuals, is becoming increasingly prevalent. Unfortunately, there is no clinical cure for PD, and novel anti-PD drugs are therefore urgently required. However, the selective permeability of the blood-brain barrier (BBB) poses a huge challenge in the development of such drugs. Fortunately, through strategies based on the physiological characteristics of the BBB and other modifications, including enhancement of BBB permeability, nanotechnology can offer a solution to this problem and facilitate drug delivery across the BBB. Although nanomaterials are often used as carriers for PD treatment, their biological activity is ignored. Several studies in recent years have shown that nanomaterials can improve PD symptoms via their own nano-bio effects. In this review, we first summarize the physiological features of the BBB and then discuss the design of appropriate brain-targeted delivery nanoplatforms for PD treatment. Subsequently, we highlight the emerging strategies for crossing the BBB and the development of novel nanomaterials with anti-PD nano-biological effects. Finally, we discuss the current challenges in nanomaterial-based PD treatment and the future trends in this field. Our review emphasizes the clinical value of nanotechnology in PD treatment based on recent patents and could guide researchers working in this area in the future.
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Affiliation(s)
- Guowang Cheng
- Key Laboratory of Modern Preparation of Traditional Chinese Medicine, Ministry of Education, Jiangxi University of Chinese Medicine, Nanchang, 330004, People's Republic of China
| | - Yujing Liu
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510405, People's Republic of China
| | - Rui Ma
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510405, People's Republic of China
| | - Guopan Cheng
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510405, People's Republic of China
| | - Yucheng Guan
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510405, People's Republic of China
| | - Xiaojia Chen
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, 999078, People's Republic of China
| | - Zhenfeng Wu
- Key Laboratory of Modern Preparation of Traditional Chinese Medicine, Ministry of Education, Jiangxi University of Chinese Medicine, Nanchang, 330004, People's Republic of China.
| | - Tongkai Chen
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, 510405, People's Republic of China.
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Total Ginsenoside Extract from Panax ginseng Enhances Neural Stem Cell Proliferation and Neuronal Differentiation by Inactivating GSK-3 β. Chin J Integr Med 2022; 28:229-235. [PMID: 35084698 DOI: 10.1007/s11655-021-3508-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/15/2021] [Indexed: 11/03/2022]
Abstract
OBJECTIVE To study the effects of total ginsenosides (TG) extract from Panax ginseng on neural stem cell (NSC) proliferation and differentiation and their underlying mechanisms. METHODS The migration of NSCs after treatment with various concentrations of TG extract (50, 100, or 200 µ g/mL) were monitored. The proliferation of NSCs was examined by a combination of cell counting kit-8 and neurosphere assays. NSC differentiation mediated by TG extract was evaluated by Western blotting and immunofluorescence staining to monitor the expression of nestin and microtubule associated protein 2 (MAP2). The GSK-3 β/β-catenin pathway in TG-treated NSCs was examined by Western blot assay. The NSCs with constitutively active GSK-3 β mutant were made by adenovirus-mediated gene transfection, then the proliferation and differentiation of NSCs mediated by TG were further verified. RESULTS TG treatment significantly enhanced NSC migration (P<0.01 or P<0.05) and increased the proliferation of NSCs (P<0.01 or P<0.05). TG mediation also significantly upregulated MAP2 expression but downregulated nestin expression (P<0.01 or P<0.05). TG extract also significantly induced GSK-3 β phosphorylation at Ser9, leading to GSK-3 β inactivation and, consequently, the activation of the GSK-3 β/β-catenin pathway (P<0.01 or P<0.05). In addition, constitutive activation of GSK-3 β in NSCs by the transfection of GSK-3 β S9A mutant was found to significantly suppress TG-mediated NSC proliferation and differentiation (P<0.01 or P<0.05). CONCLUSION TG promoted NSC proliferation and neuronal differentiation by inactivating GSK-3β.
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Wang Z, Zhu X, Cong X. Spatial micro-variation of 3D hydrogel stiffness regulates the biomechanical properties of hMSCs. Biofabrication 2021; 13. [PMID: 34107453 DOI: 10.1088/1758-5090/ac0982] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2021] [Accepted: 06/09/2021] [Indexed: 02/06/2023]
Abstract
Human mesenchymal stem cells (hMSCs) are one of the most promising candidates for cell-based therapeutic products. Nonetheless, their biomechanical phenotype afterin vitroexpansion is still unsatisfactory, for example, restricting the efficiency of microcirculation of delivered hMSCs for further cell therapies. Here, we propose a scheme using maleimide-dextran hydrogel with locally varied stiffness in microscale to modify the biomechanical properties of hMSCs in three-dimensional (3D) niches. We show that spatial micro-variation of stiffness can be controllably generated in the hydrogel with heterogeneously cross-linking via atomic force microscopy measurements. The result of 3D cell culture experiment demonstrates the hydrogels trigger the formation of multicellular spheroids, and the derived hMSCs could be rationally softened via adjustment of the stiffness variation (SV) degree. Importantly,in vitro, the hMSCs modified with the higher SV degree can pass easier through capillary-shaped micro-channels. Further, we discuss the underlying mechanics of the increased cellular elasticity by focusing on the effect of rearranged actin networks, via the proposed microscopic model of biomechanically modified cells. Overall, this work highlights the effectiveness of SV-hydrogels in reprogramming and manufacturing hMSCs with designed biomechanical properties for improved therapeutic potential.
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Affiliation(s)
- Zheng Wang
- College of Mechanical and Electrical Engineering, Hohai University, Changzhou, Jiangsu 213022, People's Republic of China
| | - Xiaolu Zhu
- College of Mechanical and Electrical Engineering, Hohai University, Changzhou, Jiangsu 213022, People's Republic of China.,Changzhou Key Laboratory of Digital Manufacture Technology, Hohai University, Changzhou, Jiangsu 213022, People's Republic of China.,Jiangsu Key Laboratory of Special Robot Technology, Hohai University, Changzhou, Jiangsu 213022, People's Republic of China
| | - Xiuli Cong
- Department of Orthopaedics, Zhejiang Hospital, No. 12 Lingyin Road, Hangzhou, Zhejiang 310013, People's Republic of China
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