1
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Kim HL, Saravanakumar G, Lee S, Jang S, Kang S, Park M, Sobha S, Park SH, Kim SM, Lee JA, Shin E, Kim YJ, Jeong HS, Kim D, Kim WJ. Poly(β-amino ester) polymer library with monomer variation for mRNA delivery. Biomaterials 2025; 314:122896. [PMID: 39426123 DOI: 10.1016/j.biomaterials.2024.122896] [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: 06/24/2024] [Revised: 10/07/2024] [Accepted: 10/15/2024] [Indexed: 10/21/2024]
Abstract
Non-viral vectors for mRNA delivery primarily include lipid nanoparticles (LNPs) and polymers. While LNPs are known for their high mRNA delivery efficiency, they can induce excessive immune responses and cause off-target effects, potentially leading to side effects. In this study, we aimed to explore polymer-based mRNA delivery systems as a viable alternative to LNPs, focusing on their mRNA delivery efficiency and potential application in mRNA vaccines. We created a library of poly(β-amino ester) (PBAE) polymers by combining various amine monomers and acrylate monomers. Through screening this polymer library, we identified specific polymer nanoparticles (PNPs) that demonstrated high mRNA expression efficiency, with sustained mRNA expression for up to two weeks. Furthermore, the PNPs showed mRNA expression only at the injection site and did not exhibit liver toxicity. Additionally, when assessing immune activation, the PNPs significantly induced T-cell immune activation and were effective in the plaque reduction neutralization test. These results suggest that polymer-based mRNA delivery systems not only hold potential for use in mRNA vaccines but also show promise for therapeutic applications.
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Affiliation(s)
- Hong Lyun Kim
- Department of Chemistry, POSTECH-CATHOLIC Biomedical Engineering Institute, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea
| | | | - Seowon Lee
- Department of Chemistry, POSTECH-CATHOLIC Biomedical Engineering Institute, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea
| | - Subin Jang
- Department of Chemistry, POSTECH-CATHOLIC Biomedical Engineering Institute, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea
| | - Seonwoo Kang
- Department of Chemistry, POSTECH-CATHOLIC Biomedical Engineering Institute, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea
| | - Mihyeon Park
- Department of Chemistry, POSTECH-CATHOLIC Biomedical Engineering Institute, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea
| | | | - So-Hee Park
- Division of Infectious Disease Vaccine Research, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - Soo-Min Kim
- Division of Infectious Disease Vaccine Research, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - Jung-Ah Lee
- Division of Vaccine Development Coordination, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - Eunkyung Shin
- Division of Infectious Disease Vaccine Research, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - You-Jin Kim
- Division of Infectious Disease Vaccine Research, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - Hye-Sook Jeong
- Division of Vaccine Clinical Research, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - Dokeun Kim
- Division of Infectious Disease Vaccine Research, Center for Vaccine Research, National Institute of Health, CheongJu, Chungbuk, 28160, Republic of Korea
| | - Won Jong Kim
- Department of Chemistry, POSTECH-CATHOLIC Biomedical Engineering Institute, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea; OmniaMed Co, Ltd., Pohang, 37666, Republic of Korea; School of Interdisciplinary Bioscience and Bioengineering, Pohang University of Science and Technology (POSTECH), Pohang, 37673, Republic of Korea.
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2
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Bai L, Chen X, Li C, Zhou H, Li Y, Xiao J, Zhang F, Cheng H, Zhou M. Mannose/stearyl chloride doubly functionalized polyethylenimine as a nucleic acid vaccine carrier to promote macrophage uptake. Drug Deliv 2024; 31:2427138. [PMID: 39540234 PMCID: PMC11565675 DOI: 10.1080/10717544.2024.2427138] [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: 07/23/2024] [Revised: 11/01/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024] Open
Abstract
Transmembrane transport remains a significant challenge for nucleic acid vaccine vectors. Promoting the ability of immune cells, such as macrophages, to capture foreign stimuli is also an effective approach to improving cross-presentation. In addition, polyethyleneimine (PEI) has gained attention in the field of nucleic acid vaccine carriers due to its excellent gene transfection efficiency and unique proton buffering effect. However, although high molecular weight PEI exhibits high efficiency, its high-density positive charges make it highly toxic, which limits its application. In this study, mannose/stearyl chloride functionalized polyethylenimine (SA-Man-PEI) was prepared by functionalizing PEI (molecular weight of 25 kDa) with mannose with immunomodulatory and phagocyte targeting effects, and an alkyl hydrophobic chain segment, which could easily promote cell uptake. Moreover, the functionalized-PEI retains a strong proton buffering effect, which helps the carrier escape from the lysosome. The particle sizes of the composite particles formed by SA-Man-PEI and ovalbumin (OVA) were below 200 nm, with good storage stability at both 4 °C and 37 °C. At a drug concentration of 2 μg/mL, the cell survival rate of functionalized-PEI was 19.2% higher than that of unfunctionalized PEI. In vitro macrophage endocytosis experiments showed that SA-Man-PEI could significantly enhance the macrophage uptake of composite particles, compared to unfunctionalized PEI or single-functionalized PEI. This study offers a new approach for developing PEI as a nucleic acid vaccine carrier, which could simultaneously enhance cell targeting and promote cell uptake.
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Affiliation(s)
- Lu Bai
- Institute of Energy Resources, Hebei Academy of Sciences, Shijiazhuang, Hebei Province, China
| | - Xiaoqi Chen
- Institute of Energy Resources, Hebei Academy of Sciences, Shijiazhuang, Hebei Province, China
| | - Chengyu Li
- School of Materials Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei Province, China
| | - Haijun Zhou
- Institute of Energy Resources, Hebei Academy of Sciences, Shijiazhuang, Hebei Province, China
| | - Yantao Li
- Institute of Energy Resources, Hebei Academy of Sciences, Shijiazhuang, Hebei Province, China
| | - Jijun Xiao
- School of Materials Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, Hebei Province, China
| | - Fen Zhang
- Institute of Energy Resources, Hebei Academy of Sciences, Shijiazhuang, Hebei Province, China
| | - Hua Cheng
- Institute of Biology, Hebei Academy of Sciences, Shijiazhuang, Hebei Province, China
| | - Mengmeng Zhou
- Shijiazhuang Polymer Composite Technological Innovation Center; Shijiazhuang Key Laboratory of Low Carbon Energy Materials, College of Chemical Engineering, Shijiazhuang University, Shijiazhuang, Hebei Province, China
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3
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Hassanel DNBP, Pilkington EH, Ju Y, Kent SJ, Pouton CW, Truong NP. Replacing poly(ethylene glycol) with RAFT lipopolymers in mRNA lipid nanoparticle systems for effective gene delivery. Int J Pharm 2024; 665:124695. [PMID: 39288840 DOI: 10.1016/j.ijpharm.2024.124695] [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: 06/23/2024] [Revised: 08/07/2024] [Accepted: 09/09/2024] [Indexed: 09/19/2024]
Abstract
Lipid nanoparticles (LNPs) have emerged as promising carriers to efficiently transport mRNA into cells for protein translation, as seen with the mRNA vaccines used against COVID-19. However, they contain a widely used polymer - poly(ethylene glycol) (PEG) - which lacks the functionality to be easily modified (which could effectively control the physicochemical properties of the LNPs such as its charge), and is also known to be immunogenic. Thus, it is desirable to explore alternative polymers which can replace the PEG component in mRNA LNP vaccines and therapeutics, while still maintaining their efficacy. Herein, we employed reversible addition-fragmentation chain transfer (RAFT) polymerisation to synthesise five PEG-lipid alternatives that could stabilise LNPs encapsulating mRNA or pDNA molecules. Importantly, the resultant RAFT lipopolymer LNPs exhibit analogous or higher in vivo gene expression and antigen-specific antibody production compared to traditional PEG-based formulations. Our synthesis strategy which allows the introduction of positive charges along the lipopolymer backbone also significantly improved the in vivo gene expression. This work expands the potential of RAFT polymer-conjugated LNPs as promising mRNA carriers and offers an innovative strategy for the development of PEG-free mRNA vaccines and therapeutics.
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Affiliation(s)
| | - Emily H Pilkington
- Monash Institute of Pharmaceutical Sciences, Monash University, 399 Royal Parade, Parkville, VIC 3052, Australia; Peter Doherty Institute for Infection and Immunity, University of Melbourne, 792 Elizabeth St, Melbourne, VIC 3000, Australia
| | - Yi Ju
- Peter Doherty Institute for Infection and Immunity, University of Melbourne, 792 Elizabeth St, Melbourne, VIC 3000, Australia; School of Science and School of Health and Biomedical Sciences, RMIT University, 264 Plenty Rd, Mill Park, VIC 3083, Australia
| | - Stephen J Kent
- Peter Doherty Institute for Infection and Immunity, University of Melbourne, 792 Elizabeth St, Melbourne, VIC 3000, Australia
| | - Colin W Pouton
- Monash Institute of Pharmaceutical Sciences, Monash University, 399 Royal Parade, Parkville, VIC 3052, Australia
| | - Nghia P Truong
- Monash Institute of Pharmaceutical Sciences, Monash University, 399 Royal Parade, Parkville, VIC 3052, Australia.
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4
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Gao J, Zhai Y, Lu W, Jiang X, Zhou J, Wu L, Du L, Ou C, Zhang X, He H, Zhu J, Zhang Z, Li M, Wu Y, Pan X. ROS-sensitive PD-L1 siRNA cationic selenide nanogels for self-inhibition of autophagy and prevention of immune escape. Bioact Mater 2024; 41:597-610. [PMID: 39280899 PMCID: PMC11393550 DOI: 10.1016/j.bioactmat.2024.08.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2024] [Revised: 08/14/2024] [Accepted: 08/15/2024] [Indexed: 09/18/2024] Open
Abstract
In the field of cancer therapy, inhibiting autophagy has emerged as a promising strategy. However, pharmacological disruption of autophagy can lead to the upregulation of programmed death-ligand 1 (PD-L1), enabling tumor immune evasion. To address this issue, we developed innovative ROS-responsive cationic poly(ethylene imine) (PEI) nanogels using selenol chemistry-mediated multicomponent reaction (MCR) technology. This procedure involved simple mixing of low-molecular-weight PEI (LMW PEI), γ-selenobutylacetone (γ-SBL), and poly(ethylene glycol) methacrylate (PEGMA). Through high-throughput screening, we constructed a library of AxSeyOz nanogels and identified the optimized A1.8Se3O0.5/siPD-L1 nanogels, which exhibited a size of approximately 200 nm, excellent colloidal stability, and the most effective PD-L1 silencing efficacy. These nanogels demonstrated enhanced uptake by tumor cells, excellent oxidative degradation ability, and inhibited autophagy by alkalinizing lysosomes. The A1.8Se3O0.5/siPD-L1 nanogels significantly downregulated PD-L1 expression and increased the expression of major histocompatibility complex class I (MHC-I), resulting in robust proliferation of specific CD8+ T cells and a decrease in MC38 tumor growth. As a result, the A1.8Se3O0.5/siPD-L1 nanogels inhibited tumor growth through self-inhibition of autophagy, upregulation of MHC-I, and downregulation of PD-L1. Designed with dynamic diselenide bonds, the A1.8Se3O0.5/siPD-L1 nanogels showed synergistic antitumor efficacy through self-inhibition of autophagy and prevention of immune escape.
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Affiliation(s)
- Jie Gao
- Changhai Clinical Research Unit, Shanghai Changhai Hospital, Naval Medical University, Shanghai, 200433, China
- Shanghai Key Laboratory of Nautical Medicine and Translation of Drugs and Medical Devices, Shanghai, 200433, China
| | - Yonghua Zhai
- College of Life Science, Mudanjiang Medical University, Mudanjiang, 157011, China
| | - Weihong Lu
- State and Local Joint Engineering Laboratory for Novel Functional Polymeric Materials, Jiangsu Key Laboratory of Advanced Functional Polymer Design and Application, College of Chemistry, Chemical Engineering and Materials Science, Soochow University, Suzhou, 215123, China
| | - Xianghe Jiang
- College of Life Science, Mudanjiang Medical University, Mudanjiang, 157011, China
| | - Jingsheng Zhou
- Changhai Clinical Research Unit, Shanghai Changhai Hospital, Naval Medical University, Shanghai, 200433, China
- Shanghai Key Laboratory of Nautical Medicine and Translation of Drugs and Medical Devices, Shanghai, 200433, China
- College of Life Science, Mudanjiang Medical University, Mudanjiang, 157011, China
| | - Lili Wu
- Changhai Clinical Research Unit, Shanghai Changhai Hospital, Naval Medical University, Shanghai, 200433, China
- Shanghai Key Laboratory of Nautical Medicine and Translation of Drugs and Medical Devices, Shanghai, 200433, China
| | - Longhai Du
- Department of Orthopedics, Jinshan Hospital, Fudan University, Shanghai, 201508, China
| | - Chunqing Ou
- Changhai Clinical Research Unit, Shanghai Changhai Hospital, Naval Medical University, Shanghai, 200433, China
- Shanghai Key Laboratory of Nautical Medicine and Translation of Drugs and Medical Devices, Shanghai, 200433, China
| | - Xinyi Zhang
- Changhai Clinical Research Unit, Shanghai Changhai Hospital, Naval Medical University, Shanghai, 200433, China
- Shanghai Key Laboratory of Nautical Medicine and Translation of Drugs and Medical Devices, Shanghai, 200433, China
| | - Hanliang He
- The Department of Orthopedic Surgery, Dushu Lake Hospital Affiliated to Soochow University, Suzhou, 215028, China
| | - Jian Zhu
- State and Local Joint Engineering Laboratory for Novel Functional Polymeric Materials, Jiangsu Key Laboratory of Advanced Functional Polymer Design and Application, College of Chemistry, Chemical Engineering and Materials Science, Soochow University, Suzhou, 215123, China
| | - Zhengbiao Zhang
- State and Local Joint Engineering Laboratory for Novel Functional Polymeric Materials, Jiangsu Key Laboratory of Advanced Functional Polymer Design and Application, College of Chemistry, Chemical Engineering and Materials Science, Soochow University, Suzhou, 215123, China
| | - Meiyun Li
- College of Life Science, Mudanjiang Medical University, Mudanjiang, 157011, China
| | - Yan Wu
- College of Life Science, Mudanjiang Medical University, Mudanjiang, 157011, China
| | - Xiangqiang Pan
- State and Local Joint Engineering Laboratory for Novel Functional Polymeric Materials, Jiangsu Key Laboratory of Advanced Functional Polymer Design and Application, College of Chemistry, Chemical Engineering and Materials Science, Soochow University, Suzhou, 215123, China
- College of Life Science, Mudanjiang Medical University, Mudanjiang, 157011, China
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5
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Liu Y, Wang J, Wu Y, Wang Y. Advancing the enzymatic toolkit for 2'-fluoro arabino nucleic acid (FANA) manipulation: phosphorylation, ligation, replication, and templating RNA transcription. Chem Sci 2024; 15:12534-12542. [PMID: 39118620 PMCID: PMC11304824 DOI: 10.1039/d4sc02904f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 06/17/2024] [Indexed: 08/10/2024] Open
Abstract
2'-Fluoro arabino nucleic acid (FANA), classified as a xeno nucleic acid (XNA), stands as a prominent subject of investigation in synthetic genetic polymers. Demonstrating efficacy as antisense oligonucleotides (ASOs) and exhibiting the ability to fold into functional structures akin to enzymes and aptamers, FANA holds substantial promise across diverse biological and therapeutic domains. Owing to structural similarities to DNA, the utilization of naturally occurring DNA polymerases for DNA-mediated FANA replication is well-documented. In this study, we explore alternative nucleic acid processing enzymes typically employed for DNA oligonucleotide (ON) phosphorylation, ligation, and amplification, and assess their compatibility with FANA substrates. Notably, T4 polynucleotide kinase (T4 PNK) efficiently phosphorylated the 5'-hydroxyl group of FANA using ATP as a phosphate donor. Subsequent ligation of the phosphorylated FANA with an upstream FANA ON was achieved with T4 DNA ligase, facilitated by a DNA splint ON that brings the two FANA ONs into proximity. This methodology enabled the reconstruction of RNA-cleaving FANA 12-7 by ligating two FANA fragments amenable to solid-phase synthesis. Furthermore, Tgo DNA polymerase, devoid of 3' to 5' exonuclease activity [Tgo (exo-)], demonstrated proficiency in performing polymerase chain reaction (PCR) with a mixture of dNTPs and FANA NTPs (fNTPs), yielding DNA-FANA chimeras with efficiency and fidelity comparable to traditional DNA PCR. Notably, T7 RNA polymerase (T7 RNAP) exhibited recognition of double-stranded fA-DNA chimeras containing T7 promoter sequences, enabling in vitro transcription of RNA molecules up to 649 nt in length, even in the presence of highly structured F30 motifs at the 3' end. Our findings significantly expand the enzymatic toolkit for FANA manipulation, encompassing phosphorylation, ligation, chimeric amplification, and templating T7 RNAP-catalyzed RNA transcription. These advancements are poised to expedite fundamental research, functional evolution, and translational applications of FANA-based XNA agents. They also have the potential to inspire explorations of a broader range of non-natural nucleic acids that can be routinely studied in laboratories, ultimately expanding the repertoire of nucleic acid-based biomedicine and biotechnology.
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Affiliation(s)
- Yingyu Liu
- College of Pharmaceutical Sciences, Soochow University Suzhou 215123 China
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou Zhejiang 310000 China
| | - Jun Wang
- College of Pharmaceutical Sciences, Soochow University Suzhou 215123 China
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou Zhejiang 310000 China
| | - Yashu Wu
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou Zhejiang 310000 China
- The Cancer Hospital of the University of Chinese Academy of Science (Zhejiang Cancer Hospital) Hangzhou Zhejiang 310022 China
| | - Yajun Wang
- Hangzhou Institute of Medicine (HIM), Chinese Academy of Sciences Hangzhou Zhejiang 310000 China
- The Cancer Hospital of the University of Chinese Academy of Science (Zhejiang Cancer Hospital) Hangzhou Zhejiang 310022 China
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6
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Zhang Y, Zhuang X, Hu Y, Chen J, Hao K, Tang Z, Tian M, Tian H, Jin N, Chen X. Constructing a Ready-to-Use mRNA Vaccine Delivery System for the Prevention of Influenza A virus, Utilizing FDA-Approved Raw Materials. Biomacromolecules 2024; 25:4281-4291. [PMID: 38843459 DOI: 10.1021/acs.biomac.4c00365] [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: 07/09/2024]
Abstract
Messenger ribonucleic acid (mRNA) vaccines, serving as a rapid and easily scalable emergency preventive measure, have played a pivotal role in preventing infectious diseases. The effectiveness of mRNA vaccines heavily relies on the delivery carrier, but the current market options are predominantly lipid nanoparticles. Their intricate preparation process and high transportation costs pose challenges for widespread use in remote areas. In this study, we harnessed FDA-approved polymer PLGA and lipid components widely employed in clinical experiments to craft a ready-to-use mRNA vaccine delivery system known as lipid-polymer hybrid nanoparticles (LPP). Following formulation optimization, the PDCD nanoparticles emerged as the most effective, showcasing exceptional mRNA delivery capabilities both in vitro and in vivo. Loading PDCD nanoparticles with mRNA encoding the H1N1 influenza virus HA antigen-fused M2e peptide enabled the successful induction of M2e-specific antibodies and T cell immune responses in immunized mice. After three rounds of vaccine immunization, the mice demonstrated weight recovery to normal levels and maintained a survival rate exceeding 80% following an encounter with the H1N1 influenza virus. The innovative mRNA delivery system that we designed demonstrates outstanding effectiveness in preventing infectious diseases, with the potential to play an even more significant role in future clinical applications.
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Affiliation(s)
- Yuyan Zhang
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China
| | - Xinyu Zhuang
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Changchun 130122, China
| | - Yingying Hu
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China
| | - Jie Chen
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China
| | - Kai Hao
- State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
| | - Zhaohui Tang
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China
| | - Mingyao Tian
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Changchun 130122, China
| | - Huayu Tian
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China
- State Key Laboratory of Physical Chemistry of Solid Surfaces, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen 361005, China
- Innovation Laboratory for Sciences and Technologies of Energy Materials of Fujian Province (IKKEM), Xiamen 361005, China
| | - Ningyi Jin
- Changchun Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Changchun 130122, China
| | - Xuesi Chen
- Key Laboratory of Polymer Ecomaterials, Changchun Institute of Applied Chemistry, Chinese Academy of Sciences, Changchun 130022, China
- School of Applied Chemistry and Engineering, University of Science and Technology of China, Hefei 230026, China
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7
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Yang B, Cui T, Guo L, Dong L, Wu J, Xing Y, Xu Y, Chen J, Wang Y, Cui Z, Dong Y. Advanced Smart Biomaterials for Regenerative Medicine and Drug Delivery Based on Phosphoramidite Chemistry: From Oligonucleotides to Precision Polymers. Biomacromolecules 2024; 25:2701-2714. [PMID: 38608139 DOI: 10.1021/acs.biomac.4c00259] [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: 04/14/2024]
Abstract
Over decades of development, while phosphoramidite chemistry has been known as the leading method in commercial synthesis of oligonucleotides, it has also revolutionized the fabrication of sequence-defined polymers (SDPs), offering novel functional materials in polymer science and clinical medicine. This review has introduced the evolution of phosphoramidite chemistry, emphasizing its development from the synthesis of oligonucleotides to the creation of universal SDPs, which have unlocked the potential for designing programmable smart biomaterials with applications in diverse areas including data storage, regenerative medicine and drug delivery. The key methodologies, functions, biomedical applications, and future challenges in SDPs, have also been summarized in this review, underscoring the significance of breakthroughs in precisely synthesized materials.
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Affiliation(s)
- Bo Yang
- Sinopec (Beijing) Research Institute of Chemical Industry CO., Ltd., Beijing 100013, P. R. China
| | - Ting Cui
- Sinopec (Beijing) Research Institute of Chemical Industry CO., Ltd., Beijing 100013, P. R. China
| | - Liang Guo
- Sinopec (Beijing) Research Institute of Chemical Industry CO., Ltd., Beijing 100013, P. R. China
| | - Lianqiang Dong
- CAS Key Laboratory of Colloid, Interface and Chemical Thermodynamics, Beijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jun Wu
- CAS Key Laboratory of Colloid, Interface and Chemical Thermodynamics, Beijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Yongzheng Xing
- National Engineering Research Center for Colloidal Materials, School of Chemistry and Chemical Engineering, Shandong University, Jinan 250100, China
| | - Yun Xu
- Center for Medical Device Evaluation, China Food and Drug Administration (CFDA), Beijing 100084, China
| | - Jian Chen
- Sinopec (Beijing) Research Institute of Chemical Industry CO., Ltd., Beijing 100013, P. R. China
| | - Yufei Wang
- Sinopec (Beijing) Research Institute of Chemical Industry CO., Ltd., Beijing 100013, P. R. China
| | - Zhonghui Cui
- Sinopec (Beijing) Research Institute of Chemical Industry CO., Ltd., Beijing 100013, P. R. China
| | - Yuanchen Dong
- CAS Key Laboratory of Colloid, Interface and Chemical Thermodynamics, Beijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, China
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8
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Zhao B, Zhang X, Bickle MS, Fu S, Li Q, Zhang F. Development of polypeptide-based materials toward messenger RNA delivery. NANOSCALE 2024; 16:2250-2264. [PMID: 38213302 DOI: 10.1039/d3nr05635j] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
Messenger RNA (mRNA)-based therapeutic agents have demonstrated significant potential in recent times, particularly in the context of the COVID-19 pandemic outbreak. As a promising prophylactic and therapeutic strategy, polypeptide-based mRNA delivery systems attract significant interest because of their low cost, simple preparation, tuneable sizes and morphology, convenient large-scale production, biocompatibility, and biodegradability. In this review, we begin with a brief discussion of the synthesis of polypeptides, followed by a review of commonly used polypeptides in mRNA delivery, including classical polypeptides and cell-penetrating peptides. Then, the challenges against mRNA delivery, including extracellular, intracellular, and clinical barriers, are discussed in detail. Finally, we highlight a range of strategies for polypeptide-based mRNA delivery, offering valuable insights into the advancement of polypeptide-based mRNA carrier development.
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Affiliation(s)
- Bowen Zhao
- Department of Chemistry, University of Miami, 1301 Memorial Drive, Coral Gables, Florida, 33146, USA.
| | - Xiao Zhang
- Department of Chemistry, University of Miami, 1301 Memorial Drive, Coral Gables, Florida, 33146, USA.
| | - Molly S Bickle
- Department of Chemistry, University of Miami, 1301 Memorial Drive, Coral Gables, Florida, 33146, USA.
| | - Shiwei Fu
- Department of Chemistry, University of Miami, 1301 Memorial Drive, Coral Gables, Florida, 33146, USA.
| | - Qingchun Li
- Department of Chemistry, University of Miami, 1301 Memorial Drive, Coral Gables, Florida, 33146, USA.
| | - Fuwu Zhang
- Department of Chemistry, University of Miami, 1301 Memorial Drive, Coral Gables, Florida, 33146, USA.
- The Dr John T. Macdonald Foundation Biomedical Nanotechnology Institute, University of Miami, Miami, FL 33136, USA
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9
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Xu J, Zhong X, Fan M, Xu Y, Xu Y, Wang S, Luo Z, Huang Y. Enhancing intracellular mRNA precise imaging-guided photothermal therapy with a nucleic acid-based polydopamine nanoprobe. Anal Bioanal Chem 2024; 416:849-859. [PMID: 38006441 DOI: 10.1007/s00216-023-05062-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 11/15/2023] [Accepted: 11/17/2023] [Indexed: 11/27/2023]
Abstract
Despite significant advancements in cancer research, real-time monitoring and effective treatment of cancer through non-invasive techniques remain a challenge. Herein, a novel polydopamine (PDA) nucleic acid nanoprobe has been developed for imaging signal amplification of intracellular mRNA and precise photothermal therapy guidance in cancer cells. The PDA nucleic acid nanoprobe (PDA@DNA) is constructed by assembling an aptamer hairpin (H1) labeled with the Cy5 fluorophore and another nucleic acid recognition hairpin (H2) onto PDA nanoparticles (PDA NPs), which have exceptionally high fluorescence quenching ability and excellent photothermal conversion properties. The nanoprobe could facilitate cellular uptake of DNA molecules and their protection from nuclease degradation. Upon recognition and binding to the intracellular mRNA target, a catalytic hairpin assembly (CHA) reaction occurs. The stem of H1 unfolds upon binding, allowing the exposed H1 to hybridize with H2, forming a flat and sturdy DNA double-stranded structure that detaches from the surface of PDA NPs. At the same time, the target mRNA is displaced and engages in a new cyclic reaction, resulting in the recovery and significant amplification of Cy5 fluorescence. Using thymidine kinase1 (TK1) mRNA as a model mRNA, this nanoprobe enables the analysis of TK1 mRNA with a detection limit of 9.34 pM, which is at least two orders of magnitude lower than that of a non-amplifying imaging nucleic acid probe. Moreover, with its outstanding performance for in vitro detection, this nanoprobe excels in precisely imaging tumor cells. Through live-cell TK1 mRNA imaging, it can accurately distinguish between tumor cells and normal cells. Furthermore, when exposed to 808-nm laser irradiation, the nanoprobe fully harnesses exceptional photothermal conversion properties of PDA NPs. This results in a localized temperature increase within tumor cells, which ultimately triggers apoptosis in these tumor cells. The integration of PDA@DNA presents innovative prospects for tumor diagnosis and image-guided tumor therapy, offering the potential for high-precision diagnosis and treatment of tumors.
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Affiliation(s)
- Jiayao Xu
- Guangxi Key Lab of Agricultural Resources Chemistry and Biotechnology, College of Chemistry and Food Science, Yulin Normal University, Yulin, 537000, People's Republic of China
| | - Xiaohong Zhong
- Key Laboratory for Chemistry and Molecular Engineering of Medicinal Resources, School of Chemistry and Pharmaceutical Sciences, Guangxi Normal University, Guilin, 541004, People's Republic of China
| | - Mingzhu Fan
- Guangxi Key Lab of Agricultural Resources Chemistry and Biotechnology, College of Chemistry and Food Science, Yulin Normal University, Yulin, 537000, People's Republic of China
| | - Yang Xu
- Guangxi Key Lab of Agricultural Resources Chemistry and Biotechnology, College of Chemistry and Food Science, Yulin Normal University, Yulin, 537000, People's Republic of China
| | - Yiqi Xu
- Key Laboratory for Chemistry and Molecular Engineering of Medicinal Resources, School of Chemistry and Pharmaceutical Sciences, Guangxi Normal University, Guilin, 541004, People's Republic of China
| | - Shulong Wang
- Guangxi Key Lab of Agricultural Resources Chemistry and Biotechnology, College of Chemistry and Food Science, Yulin Normal University, Yulin, 537000, People's Republic of China.
| | - Zhihui Luo
- Guangxi Key Lab of Agricultural Resources Chemistry and Biotechnology, College of Chemistry and Food Science, Yulin Normal University, Yulin, 537000, People's Republic of China.
| | - Yong Huang
- Key Laboratory for Chemistry and Molecular Engineering of Medicinal Resources, School of Chemistry and Pharmaceutical Sciences, Guangxi Normal University, Guilin, 541004, People's Republic of China.
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10
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Muniz-Santos R, Magno-França A, Jurisica I, Cameron LC. From Microcosm to Macrocosm: The -Omics, Multiomics, and Sportomics Approaches in Exercise and Sports. OMICS : A JOURNAL OF INTEGRATIVE BIOLOGY 2023; 27:499-518. [PMID: 37943554 DOI: 10.1089/omi.2023.0169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2023]
Abstract
This article explores the progressive integration of -omics methods, including genomics, metabolomics, and proteomics, into sports research, highlighting the development of the concept of "sportomics." We discuss how sportomics can be used to comprehend the multilevel metabolism during exercise in real-life conditions faced by athletes, enabling potential personalized interventions to improve performance and recovery and reduce injuries, all with a minimally invasive approach and reduced time. Sportomics may also support highly personalized investigations, including the implementation of n-of-1 clinical trials and the curation of extensive datasets through long-term follow-up of athletes, enabling tailored interventions for athletes based on their unique physiological responses to different conditions. Beyond its immediate sport-related applications, we delve into the potential of utilizing the sportomics approach to translate Big Data regarding top-level athletes into studying different human diseases, especially with nontargeted analysis. Furthermore, we present how the amalgamation of bioinformatics, artificial intelligence, and integrative computational analysis aids in investigating biochemical pathways, and facilitates the search for various biomarkers. We also highlight how sportomics can offer relevant information about doping control analysis. Overall, sportomics offers a comprehensive approach providing novel insights into human metabolism during metabolic stress, leveraging cutting-edge systems science techniques and technologies.
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Affiliation(s)
- Renan Muniz-Santos
- Laboratory of Protein Biochemistry, The Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Alexandre Magno-França
- Laboratory of Protein Biochemistry, The Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Igor Jurisica
- Osteoarthritis Research Program, Division of Orthopedic Surgery, Schroeder Arthritis Institute and Data Science Discovery Centre for Chronic Diseases, Krembil Research Institute, University Health Network, Toronto, Canada
- Departments of Medical Biophysics and Computer Science, and Faculty of Dentistry, University of Toronto, Toronto, Ontario, Canada
- Institute of Neuroimmunology, Slovak Academy of Sciences, Bratislava, Slovakia
| | - L C Cameron
- Laboratory of Protein Biochemistry, The Federal University of the State of Rio de Janeiro, Rio de Janeiro, Brazil
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11
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Du Y, Wu T, Zhou W, Li C, Ding C, Chen P, Xie H, Qu J. Cicada Wing-Inspired Transparent Polystyrene Film Integrating Self-Cleaning, Antifogging, and Antibacterial Properties. ACS APPLIED MATERIALS & INTERFACES 2023; 15:46538-46549. [PMID: 37729522 DOI: 10.1021/acsami.3c10214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
A transparent film integrating antifouling, antifogging, and antibacterial properties is crucial for its application as a protective mask, goggles, or lens. Herein, applying dynamic injection molding coupled with a bionic gradient template, a fast and efficient method is proposed for the preparation of the bionic polystyrene surface (BNPPS) with a cicada wing-inspired nanopillar structure. The contact angle of the BNPPS film increases continuously along the wing vein, while the sliding angle decreases continuously, mimicking the gradient wetting state of a cicada wing and providing excellent self-propelled removal properties for tiny water droplets. Notably, the BNPPS film has a transmittance higher than 90% and a reflectivity lower than 5% in the visible light range. Dyeing water, milk, juice, cola, and ink can slide smoothly from the BNPPS film surface without leaving any residue. Importantly, the nanopillars on the BNPPS film surface can penetrate and kill most of the Escherichia coli within 20 min. Therefore, the prepared BNPPS film with sufficient mechanical strength gathers the unique properties of the cicada wing together. The proposed research is expected to offer valuable guidance for fabricating self-cleaning, antifogging, and antibacterial optical devices that could be utilized in medical and vision systems operating in harsh environments.
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Affiliation(s)
- Yu Du
- Key Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, Hubei Key Laboratory of Material Chemistry and Service Failure and Hubei Engineering Research Center for Biomaterials and Medical Protective Materials, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
| | - Ting Wu
- Key Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, Hubei Key Laboratory of Material Chemistry and Service Failure and Hubei Engineering Research Center for Biomaterials and Medical Protective Materials, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
| | - Weilong Zhou
- Key Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, Hubei Key Laboratory of Material Chemistry and Service Failure and Hubei Engineering Research Center for Biomaterials and Medical Protective Materials, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
| | - Cheng Li
- Key Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, Hubei Key Laboratory of Material Chemistry and Service Failure and Hubei Engineering Research Center for Biomaterials and Medical Protective Materials, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
- Kingfa Science and Technology Co., LTD., Guangzhou 510663, Guangdong, China
| | - Chao Ding
- Kingfa Science and Technology Co., LTD., Guangzhou 510663, Guangdong, China
| | - Pingxu Chen
- Kingfa Science and Technology Co., LTD., Guangzhou 510663, Guangdong, China
| | - Heng Xie
- Key Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, Hubei Key Laboratory of Material Chemistry and Service Failure and Hubei Engineering Research Center for Biomaterials and Medical Protective Materials, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
| | - Jinping Qu
- Key Laboratory of Material Chemistry for Energy Conversion and Storage, Ministry of Education, Hubei Key Laboratory of Material Chemistry and Service Failure and Hubei Engineering Research Center for Biomaterials and Medical Protective Materials, School of Chemistry and Chemical Engineering, Huazhong University of Science and Technology, Wuhan 430074, Hubei, China
- Guangdong Provincial Key Laboratory of Technique and Equipment for Macromolecular Advanced Manufacturing, South China University of Technology, Guangzhou 510640, Guangdong, China
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12
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Catt SO, Hackner M, Spatz JP, Blasco E. Macromolecular Engineering: From Precise Macromolecular Inks to 3D Printed Microstructures. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2023:e2300844. [PMID: 37078908 DOI: 10.1002/smll.202300844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 03/16/2023] [Indexed: 05/03/2023]
Abstract
Macromolecules with complex, defined structures exist in nature but rarely is this degree of control afforded in synthetic macromolecules. Sequence-defined approaches provide a solution for precise control of the primary macromolecular structure. Despite a growing interest, very few examples for applications of sequence-defined macromolecules exist. In particular, the use of sequence-defined macromolecules as printable materials remains unexplored. Herein, the rational design of precise macromolecular inks for 3D microprinting is investigated for the first time. Specifically, three printable oligomers are synthesized, consisting of eight units, either crosslinkable (C) or non-functional (B) with varied sequence (BCBCBCBC, alternating; BBCCCBB, triblock; and BBBBCCCC, block). The oligomers are printed using two-photon laser printing and characterized. It is clearly demonstrated that the macromolecular sequence, specifically the positioning of the crosslinkable group, plays a critical role in both the printability and final properties of the printed material. Thus, through precise design and printability of sequence-defined macromolecules, an exciting avenue for the next generation of functional materials for 3D printing is created.
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Affiliation(s)
- Samantha O Catt
- Institute for Molecular Systems Engineering and Advanced Materials (IMSEAM) and Organic Chemistry Institute (OCI), Heidelberg University, 69120, Heidelberg, Germany
| | - Maximillian Hackner
- Institute for Molecular Systems Engineering and Advanced Materials (IMSEAM) and Organic Chemistry Institute (OCI), Heidelberg University, 69120, Heidelberg, Germany
- Department of Cellular Biophysics, Germany Max Planck Institute for Medical Research, 69120, Heidelberg, Germany
| | - Joachim P Spatz
- Institute for Molecular Systems Engineering and Advanced Materials (IMSEAM) and Organic Chemistry Institute (OCI), Heidelberg University, 69120, Heidelberg, Germany
- Department of Cellular Biophysics, Germany Max Planck Institute for Medical Research, 69120, Heidelberg, Germany
| | - Eva Blasco
- Institute for Molecular Systems Engineering and Advanced Materials (IMSEAM) and Organic Chemistry Institute (OCI), Heidelberg University, 69120, Heidelberg, Germany
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13
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Ren X, Guo C, Li X, Wu Y, Zhang Y, Li S, Zhang K. Protecting-Group-Free Iterative Divergent/Convergent Method for Preparing Sequence-Defined Polymers. Macromolecules 2023. [DOI: 10.1021/acs.macromol.2c02090] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Affiliation(s)
- Xiangzhu Ren
- State Key Laboratory of Polymer Physics and Chemistry, Institute of Chemistry, The Chinese Academy of Sciences, Beijing 100190, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Changjuan Guo
- State Key Laboratory of Polymer Physics and Chemistry, Institute of Chemistry, The Chinese Academy of Sciences, Beijing 100190, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xijuan Li
- College of Chemistry, Beijing Normal University, Beijing 100875, China
| | - Ying Wu
- College of Chemistry, Beijing Normal University, Beijing 100875, China
| | - Yu Zhang
- College of Chemistry, Beijing Normal University, Beijing 100875, China
| | - Shumu Li
- State Key Laboratory of Polymer Physics and Chemistry, Institute of Chemistry, The Chinese Academy of Sciences, Beijing 100190, P. R. China
| | - Ke Zhang
- State Key Laboratory of Polymer Physics and Chemistry, Institute of Chemistry, The Chinese Academy of Sciences, Beijing 100190, P. R. China
- University of Chinese Academy of Sciences, Beijing 100049, China
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14
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The Delivery of mRNA Vaccines for Therapeutics. LIFE (BASEL, SWITZERLAND) 2022; 12:life12081254. [PMID: 36013433 PMCID: PMC9410089 DOI: 10.3390/life12081254] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Revised: 08/05/2022] [Accepted: 08/15/2022] [Indexed: 12/12/2022]
Abstract
mRNA vaccines have been revolutionary in combating the COVID-19 pandemic in the past two years. They have also become a versatile tool for the prevention of infectious diseases and treatment of cancers. For effective vaccination, mRNA formulation, delivery method and composition of the mRNA carrier play an important role. mRNA vaccines can be delivered using lipid nanoparticles, polymers, peptides or naked mRNA. The vaccine efficacy is influenced by the appropriate delivery materials, formulation methods and selection of a proper administration route. In addition, co-delivery of several mRNAs could also be beneficial and enhance immunity against various variants of an infectious pathogen or several pathogens altogether. Here, we review the recent progress in the delivery methods, modes of delivery and patentable mRNA vaccine technologies.
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15
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De R, Mahata MK, Kim K. Structure-Based Varieties of Polymeric Nanocarriers and Influences of Their Physicochemical Properties on Drug Delivery Profiles. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2105373. [PMID: 35112798 PMCID: PMC8981462 DOI: 10.1002/advs.202105373] [Citation(s) in RCA: 71] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 01/09/2022] [Indexed: 05/04/2023]
Abstract
Carriers are equally important as drugs. They can substantially improve bioavailability of cargos and safeguard healthy cells from toxic effects of certain therapeutics. Recently, polymeric nanocarriers (PNCs) have achieved significant success in delivering drugs not only to cells but also to subcellular organelles. Variety of natural sources, availability of different synthetic routes, versatile molecular architectures, exploitable physicochemical properties, biocompatibility, and biodegradability have presented polymers as one of the most desired materials for nanocarrier design. Recent innovative concepts and advances in PNC-associated nanotechnology are providing unprecedented opportunities to engineer nanocarriers and their functions. The efficiency of therapeutic loading has got considerably increased. Structural design-based varieties of PNCs are widely employed for the delivery of small therapeutic molecules to genes, and proteins. PNCs have gained ever-increasing attention and certainly paves the way to develop advanced nanomedicines. This article presents a comprehensive investigation of structural design-based varieties of PNCs and the influences of their physicochemical properties on drug delivery profiles with perspectives highlighting the inevitability of incorporating both the multi-stimuli-responsive and multi-drug delivery properties in a single carrier to design intelligent PNCs as new and emerging research directions in this rapidly developing area.
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Affiliation(s)
- Ranjit De
- Laboratory of Molecular NeurophysiologyDepartment of Life SciencesPohang University of Science and Technology (POSTECH)77 Cheongam‐RoPohangGyeongbuk37673South Korea
- Division of Integrative Biosciences and Biotechnology (IBB)Pohang University of Science and Technology (POSTECH)77 Cheongam‐RoPohangGyeongbuk37673South Korea
| | - Manoj Kumar Mahata
- Drittes Physikalisches Institut ‐ BiophysikGeorg‐August‐Universität GöttingenFriedrich‐Hund‐Platz 1Göttingen37077Germany
| | - Kyong‐Tai Kim
- Laboratory of Molecular NeurophysiologyDepartment of Life SciencesPohang University of Science and Technology (POSTECH)77 Cheongam‐RoPohangGyeongbuk37673South Korea
- Division of Integrative Biosciences and Biotechnology (IBB)Pohang University of Science and Technology (POSTECH)77 Cheongam‐RoPohangGyeongbuk37673South Korea
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