1
|
Ngo KH, Distler ME, Evangelopoulos M, Ocampo TA, Ma Y, Minorik AJ, Mirkin CA. DNA Dendron Tagging as a Universal Way to Deliver Proteins to Cells. J Am Chem Soc 2025; 147:2129-2136. [PMID: 39812088 PMCID: PMC11755410 DOI: 10.1021/jacs.4c16205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2025]
Abstract
The use of proteins as intracellular probes and therapeutic tools is often limited by poor intracellular delivery. One approach to enabling intracellular protein delivery is to transform proteins into spherical nucleic acid (proSNA) nanoconstructs, with surfaces chemically modified with a dense shell of radially oriented DNA that can engage with cell-surface receptors that facilitate endocytosis. However, proteins often have a limited number of available reactive surface residues for DNA conjugation such that the extent of DNA loading and cellular uptake is restricted. Indeed, DNA surface density and sequence have been correlated with scavenger-receptor engagement, the first step of cellular internalization. Here, we report how branched DNA dendrons with dibenzocyclooctyne groups and proteins genetically engineered to include the noncanonical amino acid azido-phenylalanine for click chemistry can be used to synthesize hybrid DNA dendron-protein architectures that exhibit outstanding cellular internalization properties, without the need for extensive surface modification. In a head-to-head comparison, protein-DNA dendron structures (where DNA is concentrated in a local area) are taken up by cells more rapidly and to a greater extent than proSNAs (where the DNA is evenly distributed). Also, protein-G-rich dendron structures show enhanced uptake compared to protein-T-rich dendron structures, highlighting the importance of oligonucleotide sequence on nanoconjugate uptake. Finally, a generalizable method for chemically tagging proteins with dendrons that does not require mutagenesis is described. When a range of proteins, spanning 42 to 464 kDa, were modified through surface lysines with this method, a significant increase in their cellular uptake (up to 17-fold) compared to proteins that are not coupled to a DNA dendron was observed.
Collapse
Affiliation(s)
- Kathleen H. Ngo
- Department of Chemistry, Northwestern University, Evanston, Illinois, 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois, 60208, United States
| | - Max E. Distler
- Department of Chemistry, Northwestern University, Evanston, Illinois, 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois, 60208, United States
| | - Michael Evangelopoulos
- Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois, 60208, United States
| | - Tonatiuh A. Ocampo
- Interdisciplinary Biological Sciences Graduate Program, Northwestern University, Evanston, Illinois, 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois, 60208, United States
| | - Yinglun Ma
- Department of Chemistry, Northwestern University, Evanston, Illinois, 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois, 60208, United States
| | - Andrew J. Minorik
- Department of Neurobiology, Northwestern University, Evanston, Illinois, 60208, United States
| | - Chad A. Mirkin
- Department of Chemistry, Northwestern University, Evanston, Illinois, 60208, United States
- International Institute for Nanotechnology, Northwestern University, Evanston, Illinois, 60208, United States
| |
Collapse
|
2
|
Rao L, Yuan Y, Shen X, Yu G, Chen X. Designing nanotheranostics with machine learning. NATURE NANOTECHNOLOGY 2024; 19:1769-1781. [PMID: 39362960 DOI: 10.1038/s41565-024-01753-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 07/08/2024] [Indexed: 10/05/2024]
Abstract
The inherent limits of traditional diagnoses and therapies have driven the development and application of emerging nanotechnologies for more effective and safer management of diseases, herein referred to as 'nanotheranostics'. Although many important technological successes have been achieved in this field, widespread adoption of nanotheranostics as a new paradigm is hindered by specific obstacles, including time-consuming synthesis of nanoparticles, incomplete understanding of nano-bio interactions, and challenges regarding chemistry, manufacturing and the controls required for clinical translation and commercialization. As a key branch of artificial intelligence, machine learning (ML) provides a set of tools capable of performing time-consuming and result-perception tasks, thus offering unique opportunities for nanotheranostics. This Review summarizes the progress and challenges in this emerging field of ML-aided nanotheranostics, and discusses the opportunities in developing next-generation nanotheranostics with reliable datasets and advanced ML models to offer better clinical benefits to patients.
Collapse
Affiliation(s)
- Lang Rao
- Shenzhen Bay Laboratory, Shenzhen, China.
| | - Yuan Yuan
- Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA, USA
- Department of Computer Science, Boston College, Chestnut Hill, MA, USA
| | - Xi Shen
- Tencent AI Lab, Shenzhen, China
- Intellindust, Shenzhen, China
| | - Guocan Yu
- Key Laboratory of Bioorganic Phosphorus Chemistry and Chemical Biology, Department of Chemistry, Tsinghua University, Beijing, China
| | - Xiaoyuan Chen
- Departments of Diagnostic Radiology, Surgery, Chemical and Biomolecular Engineering, and Biomedical Engineering, Yong Loo Lin School of Medicine and Faculty of Engineering, National University of Singapore, Singapore, Singapore.
- Clinical Imaging Research Centre, Centre for Translational Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Nanomedicine Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Theranostics Center of Excellence (TCE), Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore.
- Institute of Molecular and Cell Biology, Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.
| |
Collapse
|
3
|
Lu Y, Li Z, Song J, Hu GH. A single-particle energy-conserving dissipative particle dynamics approach for simulating thermophoresis of nanoparticles in polymer networks. J Chem Phys 2024; 161:184101. [PMID: 39513437 DOI: 10.1063/5.0227060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Accepted: 10/21/2024] [Indexed: 11/15/2024] Open
Abstract
The transport of nanoparticles in polymer networks has critical implications in biology and medicine, especially through thermophoresis in response to temperature gradients. This study presents a single-particle energy-conserving dissipative particle dynamics (seDPD) method by integrating a single-particle model into the energy-conserving DPD model to simulate the mesoscopic thermophoretic behavior of nanoparticles in polymer matrices. We first validate the newly developed seDPD model through comparisons with analytical solutions for nanoparticle viscosity, thermal diffusivity, and hydrodynamic drag and then demonstrate the effectiveness of the seDPD model in capturing thermophoretic forces induced by temperature gradients. The results show that nanoparticles driven by the Soret forces exhibit unique transport characteristics, such as drift velocity and diffusivity, leading to a significant acceleration of nanoparticle diffusion in the polymer network, which has been known as the giant acceleration of diffusion. Quantifying how nanoparticles move in flexible polymer networks sheds light on the interaction dynamics of nanoparticles within polymer networks, providing insight into nanoparticle behavior in complex environments that could be leveraged in various applications from drug delivery to material design.
Collapse
Affiliation(s)
- Yu Lu
- School of Mechanical Engineering, Nantong University, Nantong 226019, China
| | - Zhen Li
- Department of Mechanical Engineering, Clemson University, Clemson, South Carolina 29634, USA
| | - Jun Song
- Materdicine Lab, School of Life Sciences, Shanghai University, 99 Shangda Road, Shanghai 200444, China
| | - Guo-Hui Hu
- Shanghai Institute of Applied Mathematics and Mechanics, School of Mechanics and Engineering Science, Shanghai Frontier Science Center of Mechanoinformatics, Shanghai Key Laboratory of Mechanics in Energy Engineering, Shanghai University, Shanghai 200072, China
| |
Collapse
|
4
|
Patino CA, Sarikaya S, Mukherjee P, Pathak N, Espinosa HD. Well Plate-Based Localized Electroporation Workflow for Rapid Optimization of Intracellular Delivery. Bio Protoc 2024; 14:e5037. [PMID: 39100599 PMCID: PMC11291937 DOI: 10.21769/bioprotoc.5037] [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: 12/15/2022] [Revised: 06/03/2024] [Accepted: 06/12/2024] [Indexed: 08/06/2024] Open
Abstract
Efficient and nontoxic delivery of foreign cargo into cells is a critical step in many biological studies and cell engineering workflows with applications in areas such as biomanufacturing and cell-based therapeutics. However, effective molecular delivery into cells involves optimizing several experimental parameters. In the case of electroporation-based intracellular delivery, there is a need to optimize parameters like pulse voltage, duration, buffer type, and cargo concentration for each unique application. Here, we present the protocol for fabricating and utilizing a high-throughput multi-well localized electroporation device (LEPD) assisted by deep learning-based image analysis to enable rapid optimization of experimental parameters for efficient and nontoxic molecular delivery into cells. The LEPD and the optimization workflow presented herein are relevant to both adherent and suspended cell types and different molecular cargo (DNA, RNA, and proteins). The workflow enables multiplexed combinatorial experiments and can be adapted to cell engineering applications requiring in vitro delivery. Key features • A high-throughput multi-well localized electroporation device (LEPD) that can be optimized for both adherent and suspended cell types. • Allows for multiplexed experiments combined with tailored pulse voltage, duration, buffer type, and cargo concentration. • Compatible with various molecular cargoes, including DNA, RNA, and proteins, enhancing its versatility for cell engineering applications. • Integration with deep learning-based image analysis enables rapid optimization of experimental parameters.
Collapse
Affiliation(s)
- Cesar A. Patino
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Sevketcan Sarikaya
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
| | - Prithvijit Mukherjee
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, USA
| | - Nibir Pathak
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, USA
| | - Horacio D. Espinosa
- Department of Mechanical Engineering, Northwestern University, Evanston, IL, USA
- Theoretical and Applied Mechanics Program, Northwestern University, Evanston, IL, USA
| |
Collapse
|
5
|
Muralidharan A, Boukany PE. Electrotransfer for nucleic acid and protein delivery. Trends Biotechnol 2024; 42:780-798. [PMID: 38102019 DOI: 10.1016/j.tibtech.2023.11.009] [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: 10/19/2023] [Revised: 11/15/2023] [Accepted: 11/15/2023] [Indexed: 12/17/2023]
Abstract
Electrotransfer of nucleic acids and proteins has become crucial in biotechnology for gene augmentation and genome editing. This review explores the applications of electrotransfer in both ex vivo and in vivo scenarios, emphasizing biomedical uses. We provide insights into completed clinical trials and successful instances of nucleic acid and protein electrotransfer into therapeutically relevant cells such as immune cells and stem and progenitor cells. In addition, we delve into emerging areas of electrotransfer where nanotechnology and deep learning techniques overcome the limitations of traditional electroporation.
Collapse
Affiliation(s)
- Aswin Muralidharan
- Department of Bionanoscience, Delft University of Technology, van der Maasweg 9, 2629 HZ Delft, The Netherlands; Kavli Institute of Nanoscience, Delft University of Technology, van der Maasweg 9, 2629 HZ Delft, The Netherlands.
| | - Pouyan E Boukany
- Department of Chemical Engineering, Delft University of Technology, van der Maasweg 9, 2629 HZ Delft, The Netherlands.
| |
Collapse
|
6
|
Confederat S, Lee S, Vang D, Soulias D, Marcuccio F, Peace TI, Edwards MA, Strobbia P, Samanta D, Wälti C, Actis P. Next-Generation Nanopore Sensors Based on Conductive Pulse Sensing for Enhanced Detection of Nanoparticles. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2024; 20:e2305186. [PMID: 37649152 PMCID: PMC11475450 DOI: 10.1002/smll.202305186] [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: 06/23/2023] [Revised: 07/28/2023] [Indexed: 09/01/2023]
Abstract
Nanopore sensing has been successfully used to characterize biological molecules with single-molecule resolution based on the resistive pulse sensing approach. However, its use in nanoparticle characterization has been constrained by the need to tailor the nanopore aperture size to the size of the analyte, precluding the analysis of heterogeneous samples. Additionally, nanopore sensors often require the use of high salt concentrations to improve the signal-to-noise ratio, which further limits their ability to study a wide range of nanoparticles that are unstable at high ionic strength. Here, a new paradigm in nanopore research that takes advantage of a polymer electrolyte system to comprise a conductive pulse sensing approach is presented. A finite element model is developed to explain the conductive pulse signals observed and compare these results with experiments. This system enables the analytical characterization of heterogeneous nanoparticle mixtures at low ionic strength . Furthermore, the wide applicability of the method is demonstrated by characterizing metallic nanospheres of varied sizes, plasmonic nanostars with various degrees of branching, and protein-based spherical nucleic acids with different oligonucleotide loadings. This system will complement the toolbox of nanomaterials characterization techniques to enable real-time optimization workflow for engineering a wide range of nanomaterials.
Collapse
Affiliation(s)
- Samuel Confederat
- Bragg Centre for Materials ResearchUniversity of LeedsLS2 9JTLeedsUK
- School of Electronic and Electrical Engineering and Pollard InstituteUniversity of LeedsLS2 9JTLeedsUK
| | - Seungheon Lee
- Department of ChemistryThe University of Texas at AustinAustinTX78712USA
| | - Der Vang
- Department of ChemistryUniversity of CincinnatiCincinnatiOH45221USA
| | - Dimitrios Soulias
- Bragg Centre for Materials ResearchUniversity of LeedsLS2 9JTLeedsUK
- School of Electronic and Electrical Engineering and Pollard InstituteUniversity of LeedsLS2 9JTLeedsUK
- Physical and Theoretical Chemistry LaboratoryDepartment of ChemistryUniversity of OxfordOX1 3QZOxfordUK
| | - Fabio Marcuccio
- Bragg Centre for Materials ResearchUniversity of LeedsLS2 9JTLeedsUK
- School of Electronic and Electrical Engineering and Pollard InstituteUniversity of LeedsLS2 9JTLeedsUK
- Faculty of MedicineImperial College LondonSW7 2AZLondonUK
| | - Timotheus I. Peace
- Bragg Centre for Materials ResearchUniversity of LeedsLS2 9JTLeedsUK
- School of Electronic and Electrical Engineering and Pollard InstituteUniversity of LeedsLS2 9JTLeedsUK
- School of Molecular and Cellular Biology and Astbury Centre for Structural Molecular BiologyUniversity of LeedsLS2 9JTLeedsUK
| | - Martin Andrew Edwards
- Department of Chemistry and BiochemistryUniversity of ArkansasFayettevilleAR72701USA
| | - Pietro Strobbia
- Department of ChemistryUniversity of CincinnatiCincinnatiOH45221USA
| | - Devleena Samanta
- Department of ChemistryThe University of Texas at AustinAustinTX78712USA
| | - Christoph Wälti
- Bragg Centre for Materials ResearchUniversity of LeedsLS2 9JTLeedsUK
- School of Electronic and Electrical Engineering and Pollard InstituteUniversity of LeedsLS2 9JTLeedsUK
| | - Paolo Actis
- Bragg Centre for Materials ResearchUniversity of LeedsLS2 9JTLeedsUK
- School of Electronic and Electrical Engineering and Pollard InstituteUniversity of LeedsLS2 9JTLeedsUK
| |
Collapse
|
7
|
Graceffa V. Intracellular protein delivery: New insights into the therapeutic applications and emerging technologies. Biochimie 2023; 213:82-99. [PMID: 37209808 DOI: 10.1016/j.biochi.2023.05.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2023] [Revised: 05/16/2023] [Accepted: 05/17/2023] [Indexed: 05/22/2023]
Abstract
The inability to cross the plasma membranes traditionally limited the therapeutic use of recombinant proteins. However, in the last two decades, novel technologies made delivering proteins inside the cells possible. This allowed researchers to unlock intracellular targets, once considered 'undruggable', bringing a new research area to emerge. Protein transfection systems display a large potential in a plethora of applications. However, their modality of action is often unclear, and cytotoxic effects are elevated, whereas experimental conditions to increase transfection efficacy and cell viability still need to be identified. Furthermore, technical complexity often limits in vivo experimentation, while challenging industrial and clinical translation. This review highlights the applications of protein transfection technologies, and then critically discuss the current methodologies and their limitations. Physical membrane perforation systems are compared to systems exploiting cellular endocytosis. Research evidence of the existence of either extracellular vesicles (EVs) or cell-penetrating peptides (CPPs)- based systems, that circumvent the endosomal systems is critically analysed. Commercial systems, novel solid-phase reverse protein transfection systems, and engineered living intracellular bacteria-based mechanisms are finally described. This review ultimately aims at finding new methodologies and possible applications of protein transfection systems, while helping the development of an evidence-based research approach.
Collapse
Affiliation(s)
- Valeria Graceffa
- Cellular Health and Toxicology Research Group (CHAT), Centre for Mathematical Modelling and Intelligent Systems for Health and Environment (MISHE), Atlantic Technological University (ATU), Sligo, Ireland.
| |
Collapse
|
8
|
Liu S, Yu CY, Wei H. Spherical nucleic acids-based nanoplatforms for tumor precision medicine and immunotherapy. Mater Today Bio 2023; 22:100750. [PMID: 37545568 PMCID: PMC10400933 DOI: 10.1016/j.mtbio.2023.100750] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2023] [Revised: 07/23/2023] [Accepted: 07/26/2023] [Indexed: 08/08/2023] Open
Abstract
Precise diagnosis and treatment of tumors currently still face considerable challenges due to the development of highly degreed heterogeneity in the dynamic evolution of tumors. With the rapid development of genomics, personalized diagnosis and treatment using specific genes may be a robust strategy to break through the bottleneck of traditional tumor treatment. Nevertheless, efficient in vivo gene delivery has been frequently hampered by the inherent defects of vectors and various biological barriers. Encouragingly, spherical nucleic acids (SNAs) with good modularity and programmability are excellent candidates capable of addressing traditional gene transfer-associated issues, which enables SNAs a precision nanoplatform with great potential for diverse biomedical applications. In this regard, there have been detailed reviews of SNA in drug delivery, gene regulation, and dermatology treatment. Still, to the best of our knowledge, there is no published systematic review summarizing the use of SNAs in oncology precision medicine and immunotherapy, which are considered new guidelines for oncology treatment. To this end, we summarized the notable advances in SNAs-based precision therapy and immunotherapy for tumors following a classification standard of different types of precise spatiotemporal control on active species by SNAs. Specifically, we focus on the structural diversity and programmability of SNAs. Finally, the challenges and possible solutions were discussed in the concluding remarks. This review will promote the rational design and development of SNAs for tumor-precise medicine and immunotherapy.
Collapse
Affiliation(s)
- Songbin Liu
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| | - Cui-Yun Yu
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| | - Hua Wei
- Hunan Province Cooperative Innovation Center for Molecular Target New Drug Study, School of Pharmaceutical Science, Hengyang Medical School, University of South China, Hengyang, 421001, China
| |
Collapse
|
9
|
Chen L, Wang Y. Interdisciplinary advances reshape the delivery tools for effective NASH treatment. Mol Metab 2023; 73:101730. [PMID: 37142161 DOI: 10.1016/j.molmet.2023.101730] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Revised: 04/10/2023] [Accepted: 04/20/2023] [Indexed: 05/06/2023] Open
Abstract
BACKGROUND Nonalcoholic steatohepatitis (NASH), a severe systemic and inflammatory subtype of nonalcoholic fatty liver disease, eventually develops into cirrhosis and hepatocellular carcinoma with few options for effective treatment. Currently potent small molecules identified in preclinical studies are confronted with adverse effects and long-term ineffectiveness in clinical trials. Nevertheless, highly specific delivery tools designed from interdisciplinary concepts may address the significant challenges by either effectively increasing the concentrations of drugs in target cell types, or selectively manipulating the gene expression in liver to resolve NASH. SCOPE OF REVIEW We focus on dissecting the detailed principles of the latest interdisciplinary advances and concepts that direct the design of future delivery tools to enhance the efficacy. Recent advances have indicated that cell and organelle-specific vehicles, non-coding RNA research (e.g. saRNA, hybrid miRNA) improve the specificity, while small extracellular vesicles and coacervates increase the cellular uptake of therapeutics. Moreover, strategies based on interdisciplinary advances drastically elevate drug loading capacity and delivery efficiency and ameliorate NASH and other liver diseases. MAJOR CONCLUSIONS The latest concepts and advances in chemistry, biochemistry and machine learning technology provide the framework and strategies for the design of more effective tools to treat NASH, other pivotal liver diseases and metabolic disorders.
Collapse
Affiliation(s)
- Linshan Chen
- School of Kinesiology, Shanghai University of Sport, Shanghai 200438, China
| | - Yibing Wang
- School of Kinesiology, Shanghai University of Sport, Shanghai 200438, China; Shanghai Frontiers Science Research Base of Exercise and Metabolic Health.
| |
Collapse
|
10
|
Ebrahimi SB, Samanta D. Engineering protein-based therapeutics through structural and chemical design. Nat Commun 2023; 14:2411. [PMID: 37105998 PMCID: PMC10132957 DOI: 10.1038/s41467-023-38039-x] [Citation(s) in RCA: 93] [Impact Index Per Article: 46.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 04/05/2023] [Indexed: 04/29/2023] Open
Abstract
Protein-based therapeutics have led to new paradigms in disease treatment. Projected to be half of the top ten selling drugs in 2023, proteins have emerged as rivaling and, in some cases, superior alternatives to historically used small molecule-based medicines. This review chronicles both well-established and emerging design strategies that have enabled this paradigm shift by transforming protein-based structures that are often prone to denaturation, degradation, and aggregation in vitro and in vivo into highly effective therapeutics. In particular, we discuss strategies for creating structures with increased affinity and targetability, enhanced in vivo stability and pharmacokinetics, improved cell permeability, and reduced amounts of undesired immunogenicity.
Collapse
Affiliation(s)
- Sasha B Ebrahimi
- Drug Product Development-Steriles, GlaxoSmithKline, Collegeville, PA, 19426, USA.
| | - Devleena Samanta
- Department of Chemistry, The University of Texas at Austin, Austin, TX, 78712, USA.
| |
Collapse
|
11
|
Pathak N, Patino CA, Ramani N, Mukherjee P, Samanta D, Ebrahimi SB, Mirkin CA, Espinosa HD. Cellular Delivery of Large Functional Proteins and Protein-Nucleic Acid Constructs via Localized Electroporation. NANO LETTERS 2023; 23:3653-3660. [PMID: 36848135 PMCID: PMC10433461 DOI: 10.1021/acs.nanolett.2c04374] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
Delivery of proteins and protein-nucleic acid constructs into live cells enables a wide range of applications from gene editing to cell-based therapies and intracellular sensing. However, electroporation-based protein delivery remains challenging due to the large sizes of proteins, their low surface charge, and susceptibility to conformational changes that result in loss of function. Here, we use a nanochannel-based localized electroporation platform with multiplexing capabilities to optimize the intracellular delivery of large proteins (β-galactosidase, 472 kDa, 75.38% efficiency), protein-nucleic acid conjugates (protein spherical nucleic acids (ProSNA), 668 kDa, 80.25% efficiency), and Cas9-ribonucleoprotein complex (160 kDa, ∼60% knock-out and ∼24% knock-in) while retaining functionality post-delivery. Importantly, we delivered the largest protein to date using a localized electroporation platform and showed a nearly 2-fold improvement in gene editing efficiencies compared to previous reports. Furthermore, using confocal microscopy, we observed enhanced cytosolic delivery of ProSNAs, which may expand opportunities for detection and therapy.
Collapse
Affiliation(s)
- Nibir Pathak
- Department of Mechanical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Cesar A Patino
- Department of Mechanical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Namrata Ramani
- Department of Materials Science and Engineering and International Institute for Nanotechnology, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Prithvijit Mukherjee
- Department of Mechanical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Devleena Samanta
- Department of Chemistry and International Institute for Nanotechnology, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Sasha B Ebrahimi
- Department of Chemical and Biological Engineering and International Institute for Nanotechnology, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Chad A Mirkin
- Department of Chemistry and International Institute for Nanotechnology, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| | - Horacio D Espinosa
- Department of Mechanical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
- Theoretical and Applied Mechanics Program, Northwestern University, 2145 Sheridan Road, Evanston, Illinois 60208, United States
| |
Collapse
|
12
|
Snider DM, Pandit S, Coffin ML, Ebrahimi SB, Samanta D. DNA-Mediated Control of Protein Function in Semi-Synthetic Systems. Chembiochem 2022; 23:e202200464. [PMID: 36058885 DOI: 10.1002/cbic.202200464] [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: 08/10/2022] [Revised: 09/02/2022] [Indexed: 01/25/2023]
Abstract
The development of strategies for controlling protein function in a precise and predictable manner has the potential to revolutionize catalysis, diagnostics, and medicine. In this regard, the use of DNA has emerged as a powerful approach for modulating protein activity. The programmable nature of DNA allows for constructing sophisticated architectures wherein proteins can be placed with control over position, orientation, and stoichiometry. This ability is especially useful considering that the properties of proteins can be influenced by their local environment or their proximity to other functional molecules. Here, we chronicle the different strategies that have been developed to interface DNA with proteins in semi-synthetic systems. We further delineate the unique applications unlocked by the unprecedented level of structural control that DNA affords. We end by outlining outstanding challenges in the area and discuss future research directions towards potential solutions.
Collapse
Affiliation(s)
- Dylan M Snider
- Department of Chemistry, The University of Texas at Austin, 105 E 24th St, Austin, TX, 78712, USA
| | - Subrata Pandit
- Department of Chemistry, The University of Texas at Austin, 105 E 24th St, Austin, TX, 78712, USA
| | - Mackenzie L Coffin
- Department of Chemistry, The University of Texas at Austin, 105 E 24th St, Austin, TX, 78712, USA
| | - Sasha B Ebrahimi
- Drug Product Development - Steriles, GlaxoSmithKline 1250 S Collegeville Rd, Collegeville, PA 19426, USA
| | - Devleena Samanta
- Department of Chemistry, The University of Texas at Austin, 105 E 24th St, Austin, TX, 78712, USA
| |
Collapse
|
13
|
Spherical nucleic acids-based biosensors for cancer biomarkers detection. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
|
14
|
Liu W, Fan Z, Li L, Li M. DNA-Based Nanoprobes for Simultaneous Detection of Telomerase and Correlated Biomolecules. Chembiochem 2022; 23:e202200307. [PMID: 35927933 DOI: 10.1002/cbic.202200307] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 08/02/2022] [Indexed: 11/12/2022]
Abstract
Telomerase (TE), a ribonucleoprotein reverse transcriptase, is enzymatically activated in most tumor cells and is responsible for promoting tumor progression and malignancy by enabling replicative immortality of cancer cells. TE has become an important hallmark for cancer diagnosis and a potential therapy target. Therefore, accurate and in site detection of TE activity, especially the simultaneous imaging of TE activity and its correlated biomolecules, is highly essential to medical diagnostics and therapeutics. DNA-based nanoprobes, with their effective cell penetration capability and programmability, are the most advantageous for detection of intracellular TE activity. This concept article introduces the recent strategies for in situ sensing and imaging of TE activity, with a focus on simultaneous detection of TE and related biomolecules, and provides challenges and perspectives for the development of new strategies for such correlated imaging.
Collapse
Affiliation(s)
- Wenjing Liu
- Capital Medical University, Beijing Chest Hospital, CHINA
| | - Zetan Fan
- National Center for Nanoscience and Technology, cas key lab, CHINA
| | - Lele Li
- National Center for Nanoscience and Technology, CAS Key Laboratory for Biomedical Effects of Nanomaterials and Nanosafety, 11 ZhongGuanCun BeiYiTiao, Haidian District, 100190, Beijing, CHINA
| | - Mengyuan Li
- University of Science and Technology Beijing, Chemistry, CHINA
| |
Collapse
|
15
|
Lee S, Godhulayyagari S, Nguyen ST, Lu JK, Ebrahimi SB, Samanta D. Signal Transduction Strategies for Analyte Detection Using DNA-Based Nanostructures. Angew Chem Int Ed Engl 2022; 61:e202202211. [PMID: 35307938 DOI: 10.1002/anie.202202211] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Indexed: 12/14/2022]
Abstract
The use of DNA-based nanostructures as probes has led to significant advances in chemical and biological sensing, allowing the detection of analytes in complex media, the understanding of fundamental biological processes, and the ability to diagnose diseases based on molecular signatures. The utility of these structures arises both from DNA's inherent ability to selectively recognize and bind a variety of chemical species and from the unique properties observed when DNA is restructured at the nanoscale. In this Minireview, we chronicle the most commonly used signal transduction strategies that have been interfaced with various DNA-based nanostructures. We discuss the types of analytes and the detection scenarios that are sought after, delineate the advantages and disadvantages of each signaling strategy, and outline the key considerations that guide the selection of each signaling method.
Collapse
Affiliation(s)
- Seungheon Lee
- Department of Chemistry, The University of Texas at Austin, 105 E 24th Street, Austin, TX 78712, USA
| | - Shivudu Godhulayyagari
- Department of Chemistry, The University of Texas at Austin, 105 E 24th Street, Austin, TX 78712, USA
| | - Shadler T Nguyen
- Department of Molecular Biosciences, The University of Texas at Austin, 2500 Speedway, Austin, TX 78712, USA
| | - Jasmine K Lu
- Department of Chemistry, The University of Texas at Austin, 105 E 24th Street, Austin, TX 78712, USA
| | - Sasha B Ebrahimi
- Biopharmaceutical Product Sciences, GlaxoSmithKline, 1250 S Collegeville Road, Collegeville, PA 19426, USA
| | - Devleena Samanta
- Department of Chemistry, The University of Texas at Austin, 105 E 24th Street, Austin, TX 78712, USA
| |
Collapse
|
16
|
Lee S, Godhulayyagari S, Nguyen ST, Lu JK, Ebrahimi SB, Samanta D. Signal Transduction Strategies for Analyte Detection Using DNA‐Based Nanostructures. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202202211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Seungheon Lee
- Department of Chemistry The University of Texas at Austin 105 E 24th Street Austin TX 78712 USA
| | - Shivudu Godhulayyagari
- Department of Chemistry The University of Texas at Austin 105 E 24th Street Austin TX 78712 USA
| | - Shadler T. Nguyen
- Department of Molecular Biosciences The University of Texas at Austin 2500 Speedway Austin TX 78712 USA
| | - Jasmine K. Lu
- Department of Chemistry The University of Texas at Austin 105 E 24th Street Austin TX 78712 USA
| | - Sasha B. Ebrahimi
- Biopharmaceutical Product Sciences GlaxoSmithKline 1250 S Collegeville Road Collegeville PA 19426 USA
| | - Devleena Samanta
- Department of Chemistry The University of Texas at Austin 105 E 24th Street Austin TX 78712 USA
| |
Collapse
|
17
|
Mahajan AS, Stegh AH. Spherical Nucleic Acids as Precision Therapeutics for the Treatment of Cancer-From Bench to Bedside. Cancers (Basel) 2022; 14:cancers14071615. [PMID: 35406387 PMCID: PMC8996871 DOI: 10.3390/cancers14071615] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/16/2022] [Accepted: 03/17/2022] [Indexed: 11/16/2022] Open
Abstract
Spherical Nucleic Acids (SNAs) emerged as a new class of nanotherapeutics consisting of a nanoparticle core densely functionalized with a shell of radially oriented synthetic oligonucleotides. The unique three-dimensional architecture of SNAs protects the oligonucleotides from nuclease-mediated degradation, increases oligonucleotide bioavailability, and in the absence of auxiliary transfection agents, enables robust uptake into tumor and immune cells through polyvalent association with cell surface pattern recognition receptors. When composed of gene-regulatory small interfering (si)RNA or immunostimulatory DNA or RNA oligonucleotides, SNAs silence gene expression and induce immune responses superior to those raised by the oligonucleotides in their "free" form. Early phase clinical trials of gene-regulatory siRNA-based SNAs in glioblastoma (NCT03020017) and immunostimulatory Toll-like receptor 9 (TLR9)-agonistic SNAs carrying unmethylated CpG-rich oligonucleotides in solid tumors (NCT03086278) have shown that SNAs represent a safe, brain-penetrant therapy for inhibiting oncogene expression and stimulating immune responses against tumors. This review focuses on the application of SNAs as precision cancer therapeutics, summarizes the findings from first-in-human clinical trials of SNAs in solid tumors, describes the most recent preclinical efforts to rationally design next-generation multimodal SNA architectures, and provides an outlook on future efforts to maximize the anti-neoplastic activity of the SNA platform.
Collapse
Affiliation(s)
- Akanksha S. Mahajan
- Ken and Ruth Davee Department of Neurology, The International Institute for Nanotechnology, The Malnati Brain Tumor Institute, Feinberg School of Medicine, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, USA;
| | - Alexander H. Stegh
- Ken and Ruth Davee Department of Neurology, The International Institute for Nanotechnology, The Malnati Brain Tumor Institute, Feinberg School of Medicine, The Robert H. Lurie Comprehensive Cancer Center, Northwestern University, Chicago, IL 60611, USA;
- Department of Neurological Surgery, The Brain Tumor Center, Washington University School of Medicine, Alvin J. Siteman Comprehensive Cancer Center, St. Louis, MO 63110, USA
- Correspondence:
| |
Collapse
|