1
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Zhao D, Deshpande R, Wu K, Tyagi A, Sharma S, Wu SY, Xing F, O'Neill S, Ruiz J, Lyu F, Watabe K. Identification of TUBB3 as an immunotherapy target in lung cancer by genome wide in vivo CRISPR screening. Neoplasia 2024; 60:101100. [PMID: 39671912 PMCID: PMC11699798 DOI: 10.1016/j.neo.2024.101100] [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: 10/23/2024] [Revised: 11/27/2024] [Accepted: 12/02/2024] [Indexed: 12/15/2024]
Abstract
Recent development of immune checkpoint inhibitors has revolutionized cancer immunotherapy. Although these drugs show dramatic effects on a subset of cancer patients, many other tumors are non-responsive and the pathological mechanism of the resistance is largely unknown. To identify genes underlying anti-PD-1 immunotherapy resistance using a systematic approach, we performed an in vivo genome wide CRISPR screening in lung cancer cells. We integrated our results with multi-omics clinical data and performed both in vitro and in vivo assays to evaluate the role of the top candidate in regulating cytotoxic T cell killing. We identified TUBB3 as a potential target to overcome the resistance and enhance the efficacy of anti-PD-1 immunotherapy. TUBB3 expression is upregulated in lung cancer patients, and its higher expression correlates with poorer patients' survival. We found that TUBB3 expression was significantly elevated in the non-responders compared to responders in our patient cohort that received immunotherapies. Importantly, the results of our preclinical experiments showed that inhibition of TUBB3 with a small molecule inhibitor synergized with anti-PD-1 treatment and enhanced tumor cell killing by cytotoxic T cells. Consistently, anti-PD-1 resistant cells showed significantly higher expression of TUBB3; however, TUBB3 inhibition rendered the resistant cells more susceptible to T cell killing. Mechanistic studies revealed that blocking TUBB3 suppressed the expression of PD-L1 through the EMT-related SNAI1 gene. Our results provide a rationale for a novel combination therapy consisting of the TUBB3 inhibition and anti-PD-1 immunotherapy for lung cancer.
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Affiliation(s)
- Dan Zhao
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA; Baylor College of Medicine, 1 Baylor Plz, Houston, TX 77030, USA
| | - Ravindra Deshpande
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA
| | - Kerui Wu
- University of North Carolina, Greensboro, NC, 27412, USA
| | - Abhishek Tyagi
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA
| | | | - Shih-Ying Wu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA
| | - Fei Xing
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA
| | | | - Jimmy Ruiz
- Department of Medicine (Hematology & Oncology), Wake Forest School of Medicine, Winston Salem, NC 27157, USA
| | - Feng Lyu
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA
| | - Kounosuke Watabe
- Department of Cancer Biology, Wake Forest University School of Medicine, Winston Salem, NC 27157, USA.
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2
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Chen Y, Kang R, Jiang Y, Zheng Q, Yang Y, Liu J, Wu G, Zhao W, Li Z, Peng C, Zhang P, Peng F, Liu Q, Hu S, Luo X, Wu G, Cui K, Huang J, Wang Y, Songyang Z, Liang P. Rationally designed Campylobacter jejuni Cas9 enables efficient gene activation and base editing. MOLECULAR THERAPY. NUCLEIC ACIDS 2024; 35:102366. [PMID: 39558904 PMCID: PMC11570936 DOI: 10.1016/j.omtn.2024.102366] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 10/16/2024] [Indexed: 11/20/2024]
Abstract
Compact and adaptable CRISPR-Cas systems enable genome engineering applications in various contexts via high-efficiency delivery. The adeno-associated virus (AAV) is a widely used delivery system. One of the most compact type II-C Cas9 orthologs-CjCas9, derived from Campylobacter jejuni, is particularly appealing for AAV delivery. However, the editing efficiency of CjCas9 limits its applications. In this study, we used structure-guided protein engineering to improve the editing efficiency of CjCas9. Subsequently, we developed a miniature transcriptional activator (LDE-CjCas9-VPR) and base editors engineered from CjCas9 (LDE-CjABE and LDE-CjCBE). LDE-CjABE effectively induced genome editing in human and mouse cells. Through AAV delivery, LDE-CjABE enhanced the on-target editing efficiency, and off-target editing was not detected in the mouse retina. Therefore, the compact size and high editing efficiency of LDE-CjCas9 broadens the target scope of transcription activation and base editing toolsets for therapeutic applications.
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Affiliation(s)
- Yuxi Chen
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Rui Kang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Yuanling Jiang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
- Department of Cellular and Molecular Diagnostics Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University, Guangzhou 510000, China
| | - Qi Zheng
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Yue Yang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Jiaqi Liu
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Guanglan Wu
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Weijun Zhao
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Zhan Li
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Chengxiang Peng
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Pengfei Zhang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Fei Peng
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Qianyi Liu
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Sihui Hu
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Xiao Luo
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Guifang Wu
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Kaixin Cui
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Junjiu Huang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Yongming Wang
- State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai 200438, China
- Shanghai Engineering Research Center of Industrial Microorganisms, Shanghai 200438, China
| | - Zhou Songyang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Puping Liang
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
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3
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Schuhmacher A. Pharma innovation: how evolutionary economics is shaping the future of pharma R&D. Drug Discov Today 2024; 29:104222. [PMID: 39510495 DOI: 10.1016/j.drudis.2024.104222] [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: 08/22/2024] [Revised: 10/18/2024] [Accepted: 10/30/2024] [Indexed: 11/15/2024]
Abstract
This paper describes the theory of evolutionary economics in the context of pharmaceutical R&D. In this context, the R&D productivity crisis acts as a key selection mechanism, and R&D, technology and industry trends provide mechanisms of variation. Drawing on today's prevailing business model among leading pharmaceutical companies, the biotech-leveraged pharma company (BIPCO), I propose two new value creation logics: the technology-investigating pharma company (TIPCO) and the asset-integrating pharma company (AIPCO). Although some companies already share aspects of these business models, it is not yet clear, in terms of evolutionary economics, what the ultimate outcome of the evolutionary process in pharma R&D will be.
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Affiliation(s)
- Alexander Schuhmacher
- Technische Hochschule Ingolstadt, THI Business School, Esplanade 10, D-85049 Ingolstadt, Germany; University of St. Gallen, Institute of Technology Management, Dufourstrasse 40a, CH-9000 St. Gallen, Switzerland
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4
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Failla M, Molaro MC, Schiano ME, Serafini M, Tiburtini GA, Gianquinto E, Scoccia R, Battisegola C, Rimoli MG, Chegaev K, Ercolano G, Lazzarato L, Spyrakis F, Sodano F. Opportunities and Challenges of Arginase Inhibitors in Cancer: A Medicinal Chemistry Perspective. J Med Chem 2024; 67:19988-20021. [PMID: 39558532 DOI: 10.1021/acs.jmedchem.4c01429] [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: 11/20/2024]
Abstract
The overexpression of two arginase (ARG) isoforms, ARG1 and ARG2, contributes to the onset of numerous disorders, including cardiovascular and immune-mediated diseases, as well as tumors. To elucidate the specific roles of ARG1 and ARG2 without interfering with their physiological functions, it is crucial to develop effective ARG inhibitors that target only one isoform, while maintaining low toxicity and an adequate pharmacokinetic profile. In this context, we present a comprehensive overview of the different generations of ARG inhibitors. Given the general lack of selectivity in most existing inhibitors, we analyzed the structural features and plasticity of the ARG1 and ARG2 binding sites to explore the potential for designing inhibitors with novel binding patterns. We also review ongoing preclinical and clinical studies on selected inhibitors, highlighting both progress and challenges in developing potent, selective ARG inhibitors. Furthermore, we discuss medicinal chemistry strategies that may accelerate the discovery of selective ARG inhibitors.
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Affiliation(s)
- Mariacristina Failla
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | | | | | - Marta Serafini
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | | | - Eleonora Gianquinto
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | - Riccardo Scoccia
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | - Chiara Battisegola
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Maria Grazia Rimoli
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Konstantin Chegaev
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | - Giuseppe Ercolano
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
| | - Loretta Lazzarato
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | - Francesca Spyrakis
- Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy
| | - Federica Sodano
- Department of Pharmacy, University of Naples Federico II, 80131 Naples, Italy
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5
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Klahn P. How Should we Teach Medicinal Chemistry in Higher Education to Prepare Students for a Future Career as Medicinal Chemists and Drug Designers? - A Teacher's Perspective. ChemMedChem 2024:e202400791. [PMID: 39564941 DOI: 10.1002/cmdc.202400791] [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: 10/04/2024] [Indexed: 11/21/2024]
Abstract
In the recent two decades, the multidisciplinary field of medicinal chemistry has undergone several conceptual and technology-driven paradigm changes with significant impact on the skill set medicinal chemists need to acquire during their education. Considering the need for academic medicinal chemistry teaching, this article aims at identifying important skills, competences, and basic knowledge as general learning outcomes based on an analysis of the relevant stakeholders and concludes effective teaching strategies preparing students for a future career as medicinal chemists and drug designers.
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Affiliation(s)
- Philipp Klahn
- Department of Chemistry and Molecular Biology, Division of Organic and Medicinal Chemistry, University of Gothenburg, Medicinaregatan 7B, Natrium, Göteborg, 413 90, Sweden
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6
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Wang G, Liu X, Wang A, Wen J, Kim P, Song Q, Liu X, Zhou X. CRISPRoffT: comprehensive database of CRISPR/Cas off-targets. Nucleic Acids Res 2024:gkae1025. [PMID: 39526384 DOI: 10.1093/nar/gkae1025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2024] [Revised: 10/02/2024] [Accepted: 10/18/2024] [Indexed: 11/16/2024] Open
Abstract
The CRISPR (clustered regularly interspaced short palindromic repeats)/Cas (CRISPR-associated protein) programmable nuclease system continues to evolve, with in vivo therapeutic gene editing increasingly applied in clinical settings. However, off-target effects remain a significant challenge, hindering its broader clinical application. To enhance the development of gene-editing therapies and the accuracy of prediction algorithms, we developed CRISPRoffT (https://ccsm.uth.edu/CRISPRoffT/). Users can access a comprehensive repository of off-target regions predicted and validated by a diverse range of technologies across various cell lines, Cas enzyme variants, engineered sgRNAs (single guide RNAs) and CRISPR editing systems. CRISPRoffT integrates results of off-target analysis from 74 studies, encompassing 29 experimental prediction techniques, 368 guide sequences, 226 164 potential guide and off-target pairs and 8840 validated off-targets. CRISPRoffT features off-target data from different CRISPR approaches (knockout, base editing and prime editing) applied under diverse experimental conditions, including 85 different Cas/guide RNA (gRNA) combinations used across 34 different human and mouse cell lines. CRISPRoffT provides results of comparative analyses for individual guide sequences, genes, cell types, techniques and Cas/gRNA combinations under different conditions. CRISPRoffT is a unique resource providing valuable insights that facilitate the safety-driven design of CRISPR-based therapeutics, inform experimental design, advance the development of computational off-target prediction algorithms and guide RNA design algorithms.
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Affiliation(s)
- Grant Wang
- Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
| | - Xiaona Liu
- Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
| | - Aoqi Wang
- West China Biomedical Big Data Center, West China Hospital, Sichuan University, 2222 Xinchuan Road, Chengdu, Sichuan, 610041, PR China
| | - Jianguo Wen
- Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
| | - Pora Kim
- Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
| | - Qianqian Song
- Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, 1889 Museum Road, Gainesville, FL, 32611, USA
| | - Xiaona Liu
- Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
| | - Xiaobo Zhou
- Center for Computational Systems Medicine, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, 7000 Fannin St, Houston, TX 77030, USA
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7
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Amiri M, Moaveni AK, Majidi Zolbin M, Shademan B, Nourazarian A. Optimizing cancer treatment: the synergistic potential of CAR-T cell therapy and CRISPR/Cas9. Front Immunol 2024; 15:1462697. [PMID: 39582866 PMCID: PMC11581867 DOI: 10.3389/fimmu.2024.1462697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Accepted: 09/23/2024] [Indexed: 11/26/2024] Open
Abstract
Optimizing cancer treatment has become a pivotal goal in modern oncology, with advancements in immunotherapy and genetic engineering offering promising avenues. CAR-T cell therapy, a revolutionary approach that harnesses the body's own immune cells to target and destroy cancer cells, has shown remarkable success, particularly in treating acute lymphoblastic leukemia (ALL), and in treating other hematologic malignancies. While CAR-T cell therapy has shown promise, challenges such as high cost and manufacturing complexity remain. However, its efficacy in solid tumors remains limited. The integration of CRISPR/Cas9 technology, a powerful and precise genome-editing tool, also raises safety concerns regarding unintended edits and off-target effects, offers a synergistic potential to overcome these limitations. CRISPR/Cas9 can enhance CAR-T cell therapy by improving the specificity and persistence of CAR-T cells, reducing off-target effects, and engineering resistance to tumor-induced immunosuppression. This combination can also facilitate the knockout of immune checkpoint inhibitors, boosting the anti-tumor activity of CAR-T cells. Recent studies have demonstrated that CRISPR/Cas9-edited CAR-T cells can target previously untreatable cancer types, offering new hope for patients with refractory cancers. This synergistic approach not only enhances the efficacy of cancer treatment but also paves the way for personalized therapies tailored to individual genetic profiles. This review highlights the ongoing research efforts to refine this approach and explores its potential to revolutionize cancer treatment across a broader range of malignancies. As research progresses, the integration of CAR-T cell therapy and CRISPR/Cas9 holds the promise of transforming cancer treatment, making it more effective and accessible. This review explores the current advancements, challenges, and future prospects of this innovative therapeutic strategy.
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Affiliation(s)
- Maryam Amiri
- Pediatric Urology and Regenerative Medicine Research Center, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Amir Kian Moaveni
- Pediatric Urology and Regenerative Medicine Research Center, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Masoumeh Majidi Zolbin
- Pediatric Urology and Regenerative Medicine Research Center, Children’s Medical Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Behrouz Shademan
- Medical Journalism, School of Paramedical Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Alireza Nourazarian
- Department of Basic Medical Sciences, Khoy University of Medical Sciences, Khoy, Iran
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8
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Yang Y, Mou Y, Wan LX, Zhu S, Wang G, Gao H, Liu B. Rethinking therapeutic strategies of dual-target drugs: An update on pharmacological small-molecule compounds in cancer. Med Res Rev 2024; 44:2600-2623. [PMID: 38769656 DOI: 10.1002/med.22057] [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: 02/15/2022] [Revised: 06/06/2023] [Accepted: 05/09/2024] [Indexed: 05/22/2024]
Abstract
Oncogenes and tumor suppressors are well-known to orchestrate several signaling cascades, regulate extracellular and intracellular stimuli, and ultimately control the fate of cancer cells. Accumulating evidence has recently revealed that perturbation of these key modulators by mutations or abnormal protein expressions are closely associated with drug resistance in cancer therapy; however, the inherent drug resistance or compensatory mechanism remains to be clarified for targeted drug discovery. Thus, dual-target drug development has been widely reported to be a promising therapeutic strategy for improving drug efficiency or overcoming resistance mechanisms. In this review, we provide an overview of the therapeutic strategies of dual-target drugs, especially focusing on pharmacological small-molecule compounds in cancer, including small molecules targeting mutation resistance, compensatory mechanisms, synthetic lethality, synergistic effects, and other new emerging strategies. Together, these therapeutic strategies of dual-target drugs would shed light on discovering more novel candidate small-molecule drugs for the future cancer treatment.
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Affiliation(s)
- Yiren Yang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, and Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Traditional Chinese Materia Medica, Shenyang Pharmaceutical University, Shenyang, China
| | - Yi Mou
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, and Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Lin-Xi Wan
- Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University, Chengdu, China
| | - Shiou Zhu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, and Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Guan Wang
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, and Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
| | - Huiyuan Gao
- Key Laboratory of Structure-Based Drug Design & Discovery of Ministry of Education, School of Traditional Chinese Materia Medica, Shenyang Pharmaceutical University, Shenyang, China
| | - Bo Liu
- Department of Biotherapy, Cancer Center and State Key Laboratory of Biotherapy, and Department of Gastroenterology and Hepatology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, China
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9
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Gordillo-Marañón M, Schmidt AF, Warwick A, Tomlinson C, Ytsma C, Engmann J, Torralbo A, Maclean R, Sofat R, Langenberg C, Shah AD, Denaxas S, Pirmohamed M, Hemingway H, Hingorani AD, Finan C. Disease coverage of human genome-wide association studies and pharmaceutical research and development. COMMUNICATIONS MEDICINE 2024; 4:195. [PMID: 39379679 PMCID: PMC11461613 DOI: 10.1038/s43856-024-00625-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Accepted: 09/25/2024] [Indexed: 10/10/2024] Open
Abstract
BACKGROUND Despite the growing interest in the use of human genomic data for drug target identification and validation, the extent to which the spectrum of human disease has been addressed by genome-wide association studies (GWAS), or by drug development, and the degree to which these efforts overlap remain unclear. METHODS In this study we harmonize and integrate different data sources to create a sample space of all the human drug targets and diseases and identify points of convergence or divergence of GWAS and drug development efforts. RESULTS We show that only 612 of 11,158 diseases listed in Human Disease Ontology have an approved drug treatment in at least one region of the world. Of the 1414 diseases that are the subject of preclinical or clinical phase drug development, only 666 have been investigated in GWAS. Conversely, of the 1914 human diseases that have been the subject of GWAS, 1121 have yet to be investigated in drug development. CONCLUSIONS We produce target-disease indication lists to help the pharmaceutical industry to prioritize future drug development efforts based on genetic evidence, academia to prioritize future GWAS for diseases without effective treatments, and both sectors to harness genetic evidence to expand the indications for licensed drugs or to identify repurposing opportunities for clinical candidates that failed in their originally intended indication.
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Affiliation(s)
- María Gordillo-Marañón
- Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom.
| | - Amand F Schmidt
- Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom
- Department of Cardiology, Amsterdam Cardiovascular Sciences, Amsterdam University Medical Centres, University of Amsterdam, Amsterdam, the Netherlands
- UCL British Heart Foundation Research Accelerator, London, United Kingdom
| | - Alasdair Warwick
- Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom
| | - Chris Tomlinson
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
| | - Cai Ytsma
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
| | - Jorgen Engmann
- Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom
| | - Ana Torralbo
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
| | - Rory Maclean
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
| | - Reecha Sofat
- Department of Pharmacology and Therapeutics, University of Liverpool, Liverpool, United Kingdom
- Health Data Research, London, United Kingdom
| | - Claudia Langenberg
- Precision Healthcare University Research Institute, Queen Mary University of London, London, United Kingdom
- Computational Medicine, Berlin Institute of Health at Charité Universitätsmedizin, Berlin, Germany
- MRC Epidemiology Unit, University of Cambridge, Cambridge, United Kingdom
| | - Anoop D Shah
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
- NIHR Biomedical Research Centre at University College London Hospitals, London, United Kingdom
| | - Spiros Denaxas
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
- NIHR Biomedical Research Centre at University College London Hospitals, London, United Kingdom
- British Heart Foundation Data Science Centre, London, United Kingdom
| | - Munir Pirmohamed
- Department of Pharmacology and Therapeutics, Centre for Drug Safety Science, University of Liverpool, Liverpool, United Kingdom
| | - Harry Hemingway
- Institute of Health Informatics, Faculty of Population Health, University College London, London, United Kingdom
- Health Data Research, London, United Kingdom
- NIHR Biomedical Research Centre at University College London Hospitals, London, United Kingdom
| | - Aroon D Hingorani
- Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom
- UCL British Heart Foundation Research Accelerator, London, United Kingdom
| | - Chris Finan
- Institute of Cardiovascular Science, Faculty of Population Health, University College London, London, United Kingdom
- UCL British Heart Foundation Research Accelerator, London, United Kingdom
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10
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Zhu G, Zhou X, Wen M, Qiao J, Li G, Yao Y. CRISPR-Cas13: Pioneering RNA Editing for Nucleic Acid Therapeutics. BIODESIGN RESEARCH 2024; 6:0041. [PMID: 39228750 PMCID: PMC11371277 DOI: 10.34133/bdr.0041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2024] [Accepted: 07/15/2024] [Indexed: 09/05/2024] Open
Abstract
The CRISPR-Cas13 system has emerged as a revolutionary tool for RNA editing, offering new opportunities for the development of nucleic acid therapeutics. Unlike DNA-targeting CRISPR-Cas9, Cas13 targets and cleaves RNA, enabling gene silencing and preventing genomic instability. Its applications include suppressing disease-causing genes, correcting splicing errors, and modulating immune responses. Despite these advances, challenges persist, such as the need to refine specificity, mitigate off-target impacts, and ensure effective delivery. This review provides an overview of the CRISPR-Cas13 mechanism, elucidating its role in RNA-targeted therapies and its transformative potential for disease treatment. Furthermore, it addresses the ongoing challenges that the scientific community is striving to overcome.
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Affiliation(s)
- Guanglin Zhu
- School of Chemical Engineering and Technology,
Tianjin University, Tianjin 300072, China
| | - Xinzhi Zhou
- ZJU-Hangzhou Global Scientific and Technological Innovation Center,
Zhejiang University, Hangzhou, Zhejiang 311200, China
- College of Chemical and Biological Engineering,
Zhejiang University, Hangzhou, Zhejiang 310027, China
| | - Mingzhang Wen
- School of Chemical Engineering and Technology,
Tianjin University, Tianjin 300072, China
- Zhejiang Institute of Tianjin University, Shaoxing 312300, China
- Frontiers Science Center for Synthetic Biology (Ministry of Education),
Tianjin University, Tianjin 300072, P. R. China
| | - Jianjun Qiao
- School of Chemical Engineering and Technology,
Tianjin University, Tianjin 300072, China
- Zhejiang Institute of Tianjin University, Shaoxing 312300, China
- Frontiers Science Center for Synthetic Biology (Ministry of Education),
Tianjin University, Tianjin 300072, P. R. China
| | - Guo Li
- ZJU-Hangzhou Global Scientific and Technological Innovation Center,
Zhejiang University, Hangzhou, Zhejiang 311200, China
- College of Chemical and Biological Engineering,
Zhejiang University, Hangzhou, Zhejiang 310027, China
- Xianghu Laboratory, Hangzhou 311231, China
| | - Yuan Yao
- ZJU-Hangzhou Global Scientific and Technological Innovation Center,
Zhejiang University, Hangzhou, Zhejiang 311200, China
- College of Chemical and Biological Engineering,
Zhejiang University, Hangzhou, Zhejiang 310027, China
- Zhejiang Institute of Tianjin University, Shaoxing 312300, China
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11
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Rujito L, Wardana T, Siswandari W, Nainggolan IM, Sasongko TH. Potential Use of MicroRNA Technology in Thalassemia Therapy. J Clin Med Res 2024; 16:411-422. [PMID: 39346566 PMCID: PMC11426174 DOI: 10.14740/jocmr5245] [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: 06/27/2024] [Accepted: 08/17/2024] [Indexed: 10/01/2024] Open
Abstract
Thalassemia encompasses a group of inherited hemoglobin disorders characterized by reduced or absent production of the α- or β-globin chains, leading to anemia and other complications. Current management relies on lifelong blood transfusions and iron chelation, which is burdensome for patients. This review summarizes the emerging therapeutic potential of modulating microRNAs (miRNAs) to treat thalassemia. MiRNAs are small non-coding RNAs that regulate gene expression through sequence-specific binding to messenger RNAs (mRNAs). While they commonly repress gene expression by binding to the 3' untranslated regions (UTRs) of target mRNAs, miRNAs can also interact with 5'UTRs and gene promoters to activate gene expression. Many miRNAs are now recognized as critical regulators of erythropoiesis and are abnormally expressed in β-thalassemia. Therapeutically restoring levels of deficient miRNAs or inhibiting overexpression through miRNA mimics or inhibitors (antagomir), respectively, has shown preclinical efficacy in ameliorating thalassemic phenotypes. The miR-144/451 cluster is especially compelling for targeted upregulation to reactivate fetal hemoglobin synthesis. Advances in delivery systems are addressing previous challenges in stability and targeting of miRNA-based drugs. While still early, gene therapy studies suggest combinatorial approaches with miRNA modulation may provide synergistic benefits. Several key considerations remain including enhancing delivery, minimizing off-target effects, and demonstrating long-term safety and efficacy. While no miRNA therapies have yet progressed to clinical testing for thalassemia specifically, important lessons are being learned through clinical trials for other diseases and conditions, such as cancer, cardiovascular diseases, and viral. If limitations can be overcome through multi-disciplinary collaboration, miRNAs hold great promise to expand and transform treatment options for thalassemia in the future by precisely targeting pathogenic molecular networks. Ongoing innovations, such as advancements in miRNA delivery systems, improved targeting mechanisms, and enhanced understanding of miRNA biology, continue to drive progress in this emerging field towards realizing the clinical potential of miRNA-based medicines for thalassemia patients.
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Affiliation(s)
- Lantip Rujito
- Department of Genetics and Molecular Medicine, Faculty of Medicine, Universitas Jenderal Soedirman, Purwokerto, Indonesia
| | - Tirta Wardana
- Department of Genetics and Molecular Medicine, Faculty of Medicine, Universitas Jenderal Soedirman, Purwokerto, Indonesia
| | - Wahyu Siswandari
- Department of Clinical Pathology, Faculty of Medicine, Universitas Jenderal Soedirman, Purwokerto, Indonesia
| | - Ita Margaretha Nainggolan
- Clinical Pathology Department, School of Medicine and Health Sciences, Atma Jaya Catholic University, Jakarta, Indonesia
| | - Teguh Haryo Sasongko
- Department of Physiology, School of Medicine, International Medical University, Kualalumpur, Malaysia
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12
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Bayat M, Nahand JS. Let's make it personal: CRISPR tools in manipulating cell death pathways for cancer treatment. Cell Biol Toxicol 2024; 40:61. [PMID: 39075259 PMCID: PMC11286699 DOI: 10.1007/s10565-024-09907-z] [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: 04/27/2024] [Accepted: 07/18/2024] [Indexed: 07/31/2024]
Abstract
Advancements in the CRISPR technology, a game-changer in experimental research, have revolutionized various fields of life sciences and more profoundly, cancer research. Cell death pathways are among the most deregulated in cancer cells and are considered as critical aspects in cancer development. Through decades, our knowledge of the mechanisms orchestrating programmed cellular death has increased substantially, attributed to the revolution of cutting-edge technologies. The heroic appearance of CRISPR systems have expanded the available screening platform and genome engineering toolbox to detect mutations and create precise genome edits. In that context, the precise ability of this system for identification and targeting of mutations in cell death signaling pathways that result in cancer development and therapy resistance is an auspicious choice to transform and accelerate the individualized cancer therapy. The concept of personalized cancer therapy stands on the identification of molecular characterization of the individual tumor and its microenvironment in order to provide a precise treatment with the highest possible outcome and minimum toxicity. This study explored the potential of CRISPR technology in precision cancer treatment by identifying and targeting specific cell death pathways. It showed the promise of CRISPR in finding key components and mutations involved in programmed cell death, making it a potential tool for targeted cancer therapy. However, this study also highlighted the challenges and limitations that need to be addressed in future research to fully realize the potential of CRISPR in cancer treatment.
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Affiliation(s)
- Mobina Bayat
- Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, 15731, Iran
| | - Javid Sadri Nahand
- Infectious and Tropical Diseases Research Center, Tabriz University of Medical Sciences, Tabriz, 15731, Iran.
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13
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Wang Y, Wang Y, Tang N, Wang Z, Pan D, Ji Q. Characterization and Engineering of a Novel Miniature Eubacterium siraeum CRISPR-Cas12f System. ACS Synth Biol 2024; 13:2115-2127. [PMID: 38941613 DOI: 10.1021/acssynbio.4c00154] [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] [Indexed: 06/30/2024]
Abstract
Cas12f nucleases are one of the most compact genome editors, exhibiting promising potential for in vivo therapeutic applications. However, the availability of active Cas12f genome editors remains relatively limited in the field. Here, we report the characterization and engineering of a novel miniature Cas12f endonuclease from Eubacterium siraeum (EsCas12f1, 433 amino acids). We elucidate the specific Protospacer Adjacent Motifs preference and the detailed biochemical properties for DNA targeting and cleavage. By employing rational design strategies, we systematically optimize the guide RNA of EsCas12f1, converting the initially ineffective CRISPR-EsCas12f1 system into an efficient bacterial genome editor. Furthermore, we demonstrate the capacity of EsCas12f1 for in vitro nucleic-acid diagnostics. In summary, our results enrich the miniature CRISPR-Cas toolbox and pave the way for the application of EsCas12f1 for both genome editing and in vitro diagnostics.
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Affiliation(s)
- Yannan Wang
- School of Physical Science and Technology & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
| | - Yujue Wang
- School of Physical Science and Technology & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
| | - Na Tang
- School of Physical Science and Technology & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
| | - Zhipeng Wang
- School of Physical Science and Technology & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
| | - Deng Pan
- School of Physical Science and Technology & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
| | - Quanjiang Ji
- School of Physical Science and Technology & State Key Laboratory of Advanced Medical Materials and Devices, ShanghaiTech University, Shanghai 201210, China
- Gene Editing Center, School of Life Science and Technology, ShanghaiTech University, Shanghai 201210, China
- Shanghai Clinical Research and Trial Center, Shanghai 201210, China
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14
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Rossi S, Richards EL, Orozco G, Eyre S. Functional Genomics in Psoriasis. Int J Mol Sci 2024; 25:7349. [PMID: 39000456 PMCID: PMC11242296 DOI: 10.3390/ijms25137349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/02/2024] [Accepted: 07/02/2024] [Indexed: 07/16/2024] Open
Abstract
Psoriasis is an autoimmune cutaneous condition that significantly impacts quality of life and represents a burden on society due to its prevalence. Genome-wide association studies (GWASs) have pinpointed several psoriasis-related risk loci, underlining the disease's complexity. Functional genomics is paramount to unveiling the role of such loci in psoriasis and disentangling its complex nature. In this review, we aim to elucidate the main findings in this field and integrate our discussion with gold-standard techniques in molecular biology-i.e., Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-and high-throughput technologies. These tools are vital to understanding how disease risk loci affect gene expression in psoriasis, which is crucial in identifying new targets for personalized treatments in advanced precision medicine.
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Affiliation(s)
| | | | | | - Stephen Eyre
- Centre for Genetics and Genomics versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester M13 9PL, UK; (S.R.); (E.L.R.); (G.O.)
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15
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Robinson SA, Co JA, Banik SM. Molecular glues and induced proximity: An evolution of tools and discovery. Cell Chem Biol 2024; 31:1089-1100. [PMID: 38688281 DOI: 10.1016/j.chembiol.2024.04.001] [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: 07/25/2023] [Revised: 01/23/2024] [Accepted: 04/02/2024] [Indexed: 05/02/2024]
Abstract
Small molecule molecular glues can nucleate protein complexes and rewire interactomes. Molecular glues are widely used as probes for understanding functional proximity at a systems level, and the potential to instigate event-driven pharmacology has motivated their application as therapeutics. Despite advantages such as cell permeability and the potential for low off-target activity, glues are still rare when compared to canonical inhibitors in therapeutic development. Their often simple structure and specific ability to reshape protein-protein interactions pose several challenges for widespread, designer applications. Molecular glue discovery and design campaigns can find inspiration from the fields of synthetic biology and biophysics to mine chemical libraries for glue-like molecules.
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Affiliation(s)
| | | | - Steven Mark Banik
- Department of Chemistry, Stanford University, Stanford, CA, USA; Sarafan ChEM-H, Stanford University, Stanford, CA, USA.
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16
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Banda A, Impomeni O, Singh A, Baloch AR, Hu W, Jaijyan DK. Precision in Action: The Role of Clustered Regularly Interspaced Short Palindromic Repeats/Cas in Gene Therapies. Vaccines (Basel) 2024; 12:636. [PMID: 38932365 PMCID: PMC11209408 DOI: 10.3390/vaccines12060636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2024] [Revised: 05/21/2024] [Accepted: 06/04/2024] [Indexed: 06/28/2024] Open
Abstract
Clustered Regularly Interspaced Short Palindromic Repeat (CRISPR)-associated enzyme-CAS holds great promise for treating many uncured human diseases and illnesses by precisely correcting harmful point mutations and disrupting disease-causing genes. The recent Food and Drug Association (FDA) approval of the first CRISPR-based gene therapy for sickle cell anemia marks the beginning of a new era in gene editing. However, delivering CRISPR specifically into diseased cells in vivo is a significant challenge and an area of intense research. The identification of new CRISPR/Cas variants, particularly ultra-compact CAS systems with robust gene editing activities, paves the way for the low-capacity delivery vectors to be used in gene therapies. CRISPR/Cas technology has evolved beyond editing DNA to cover a wide spectrum of functionalities, including RNA targeting, disease diagnosis, transcriptional/epigenetic regulation, chromatin imaging, high-throughput screening, and new disease modeling. CRISPR/Cas can be used to engineer B-cells to produce potent antibodies for more effective vaccines and enhance CAR T-cells for the more precise and efficient targeting of tumor cells. However, CRISPR/Cas technology has challenges, including off-target effects, toxicity, immune responses, and inadequate tissue-specific delivery. Overcoming these challenges necessitates the development of a more effective and specific CRISPR/Cas delivery system. This entails strategically utilizing specific gRNAs in conjunction with robust CRISPR/Cas variants to mitigate off-target effects. This review seeks to delve into the intricacies of the CRISPR/Cas mechanism, explore progress in gene therapies, evaluate gene delivery systems, highlight limitations, outline necessary precautions, and scrutinize the ethical considerations associated with its application.
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Affiliation(s)
- Amrutha Banda
- Department of Biology, The College of New Jersey, Ewing Township, NJ 08618, USA
| | - Olivia Impomeni
- Department of Biology, The College of New Jersey, Ewing Township, NJ 08618, USA
| | - Aparana Singh
- Department of Chemistry, National Institute of Technology Agartala, Agartala 799046, India;
| | - Abdul Rasheed Baloch
- Department of Anatomy and Neurobiology, School of Medicine, Virginia Commonwealth University, Richmond, VA 23284, USA;
| | - Wenhui Hu
- Department of Anatomy and Neurobiology, School of Medicine, Virginia Commonwealth University, Richmond, VA 23284, USA;
| | - Dabbu Kumar Jaijyan
- Department of Anatomy and Neurobiology, School of Medicine, Virginia Commonwealth University, Richmond, VA 23284, USA;
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17
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Palaz F, Ozsoz M, Zarrinpar A, Sahin I. CRISPR in Targeted Therapy and Adoptive T Cell Immunotherapy for Hepatocellular Carcinoma. J Hepatocell Carcinoma 2024; 11:975-995. [PMID: 38832119 PMCID: PMC11146628 DOI: 10.2147/jhc.s456683] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 05/21/2024] [Indexed: 06/05/2024] Open
Abstract
Despite recent therapeutic advancements, outcomes for advanced hepatocellular carcinoma (HCC) remain unsatisfactory, highlighting the need for novel treatments. The CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats) gene-editing technology offers innovative treatment approaches, involving genetic manipulation of either cancer cells or adoptive T cells to combat HCC. This review comprehensively assesses the applications of CRISPR systems in HCC treatment, focusing on in vivo targeting of cancer cells and the development of chimeric antigen receptor (CAR) T cells and T cell receptor (TCR)-engineered T cells. We explore potential synergies between CRISPR-based cancer therapeutics and existing treatment options, discussing ongoing clinical trials and the role of CRISPR technology in improving HCC treatment outcomes with advanced safety measures. In summary, this review provides insights into the promising prospects and current challenges of using CRISPR technology in HCC treatment, with the ultimate goal of improving patient outcomes and revolutionizing the landscape of HCC therapeutics.
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Affiliation(s)
- Fahreddin Palaz
- Department of Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
- Faculty of Medicine, Hacettepe University, Ankara, Turkey
| | - Mehmet Ozsoz
- Department of Biomedical Engineering, Near East University, Nicosia, Turkey
| | - Ali Zarrinpar
- Department of Surgery, College of Medicine, University of Florida, Gainesville, FL, USA
- University of Florida Health Cancer Center, Gainesville, FL, USA
| | - Ilyas Sahin
- University of Florida Health Cancer Center, Gainesville, FL, USA
- Division of Hematology and Oncology, Department of Medicine, University of Florida, Gainesville, FL, USA
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18
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Li X, Luo S, Fu W, Huang M, Huang X, Kang S, Zhang J, Wang Q, Song C. Discovery of a proliferation essential gene signature and actin-like 6A as potential biomarkers for predicting prognosis and neoadjuvant chemotherapy response in triple-positive breast cancer. Cancer 2024; 130:1435-1448. [PMID: 38358781 DOI: 10.1002/cncr.35228] [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: 09/20/2023] [Revised: 11/27/2023] [Accepted: 12/26/2023] [Indexed: 02/16/2024]
Abstract
BACKGROUND Patients with triple-positive breast cancer (TPBC) have a higher risk of recurrence and lower survival rates than patients with other luminal breast cancers. However, there are few studies on the predictive biomarkers of prognosis and treatment responses in TPBC. METHODS Proliferation essential genes (PEGs) were acquired from clustered regularly interspaced short palindromic repeats-associated protein 9 (CRISPR-Cas9) technology, and cohorts of patients with TPBC were obtained from public databases and our cohort. To develop a TPBC-PEG signature, Cox regression and least absolute shrinkage and selection operator regression analyses were applied. Functional analyses were performed with gene set enrichment analysis. The relationship between candidate genes and neoadjuvant chemotherapy (NACT) sensitivity was explored via real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry (IHC) on the basis of clinical samples. RESULTS Among 900 TPBC-PEGs, 437 showed significant differential expression between TPBC and normal tissues. Three prognostic PEGs (actin-like 6A [ACTL6A], chaperonin containing TCP1 subunit 2 [CCT2], and threonyl-TRNA synthetase [TARS]) were identified and used to construct the PEG signature. Patients with high PEG signature scores exhibited a worse overall survival and lower sensitivity to NACT than patients with low PEG signature scores. RT-qPCR results indicated that ACTL6A and CCT2 expression were significantly upregulated in patients who lacked sensitivity to NACT. IHC results showed that the ACTL6A protein was highly expressed in patients with NACT resistance and nonpathological complete responses. CONCLUSIONS This efficient PEG signature prognostic model can predict the outcomes of TPBC. Furthermore, ACTL6A expression level was associated with the response to NACT, and could serve as an important factor in predicting prognosis and drug sensitivity of patients with TPBC.
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Affiliation(s)
- Xiaofen Li
- Department of Breast Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian Province, China
| | - Shiping Luo
- Department of Breast Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian Province, China
| | - Wenfen Fu
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
| | - Mingyao Huang
- Department of Breast Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian Province, China
| | - Xiewei Huang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
| | - Shaohong Kang
- Department of Breast Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian Province, China
| | - Jie Zhang
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
| | - Qingshui Wang
- The Second Affiliated Hospital of Fujian Traditional Chinese Medical University, Fujian-Macao Science and Technology Cooperation Base of Traditional Chinese Medicine-Oriented Chronic Disease Prevention and Treatment, Innovation and Transformation Center, Fujian University of Traditional Chinese Medicine, Fuzhou, Fujian Province, China
| | - Chuangui Song
- Department of Breast Surgery, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian Province, China
- Department of Breast Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China
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19
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Pramanik S, Bala A, Pradhan A. Zebrafish in understanding molecular pathophysiology, disease modeling, and developing effective treatments for Rett syndrome. J Gene Med 2024; 26:e3677. [PMID: 38380785 DOI: 10.1002/jgm.3677] [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: 11/14/2023] [Revised: 01/04/2024] [Accepted: 01/28/2024] [Indexed: 02/22/2024] Open
Abstract
Rett syndrome (RTT) is a rare but dreadful X-linked genetic disease that mainly affects young girls. It is a neurological disease that affects nerve cell development and function, resulting in severe motor and intellectual disabilities. To date, no cure is available for treating this disease. In 90% of the cases, RTT is caused by a mutation in methyl-CpG-binding protein 2 (MECP2), a transcription factor involved in the repression and activation of transcription. MECP2 is known to regulate several target genes and is involved in different physiological functions. Mouse models exhibit a broad range of phenotypes in recapitulating human RTT symptoms; however, understanding the disease mechanisms remains incomplete, and many potential RTT treatments developed in mouse models have not shown translational effectiveness in human trials. Recent data hint that the zebrafish model emulates similar disrupted neurological functions following mutation of the mecp2 gene. This suggests that zebrafish can be used to understand the onset and progression of RTT pathophysiology and develop a possible cure. In this review, we elaborate on the molecular basis of RTT pathophysiology in humans and model organisms, including rodents and zebrafish, focusing on the zebrafish model to understand the molecular pathophysiology and the development of therapeutic strategies for RTT. Finally, we propose a rational treatment strategy, including antisense oligonucleotides, small interfering RNA technology and induced pluripotent stem cell-derived cell therapy.
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Affiliation(s)
- Subrata Pramanik
- Jyoti and Bhupat Mehta School of Health Sciences and Technology, Indian Institute of Technology Guwahati, Guwahati, Assam, India
- Centre for Nanotechnology, Indian Institute of Technology Guwahati, Guwahati, Assam, India
| | - Asis Bala
- Pharmacology and Drug Discovery Research Laboratory, Division of Life Sciences; Institute of Advanced Study in Science and Technology (IASST), An Autonomous Institute Under - Department of Science & Technology (Govt. of India) Vigyan Path, Guwahati, Assam, India
| | - Ajay Pradhan
- Biology, The Life Science Center, School of Science and Technology, Örebro University, Örebro, Sweden
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20
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Salman A, McClements ME, MacLaren RE. CRISPR Manipulation of Age-Related Macular Degeneration Haplotypes in the Complement System: Potential Future Therapeutic Applications/Avenues. Int J Mol Sci 2024; 25:1697. [PMID: 38338978 PMCID: PMC10855085 DOI: 10.3390/ijms25031697] [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: 01/04/2024] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 02/12/2024] Open
Abstract
Age-related macular degeneration (AMD) is the leading cause of irreversible vision loss among the elderly in the developed world. Whilst AMD is a multifactorial disease, the involvement of the complement system in its pathology is well documented, with single-nucleotide polymorphisms (SNPs) in different complement genes representing an increased risk factor. With several complement inhibitors explored in clinical trials showing limited success, patients with AMD are still without a reliable treatment option. This indicates that there is still a gap of knowledge in the functional implications and manipulation of the complement system in AMD, hindering the progress towards translational treatments. Since the discovery of the CRISPR/Cas system and its development into a powerful genome engineering tool, the field of molecular biology has been revolutionised. Genetic variants in the complement system have long been associated with an increased risk of AMD, and a variety of haplotypes have been identified to be predisposing/protective, with variation in complement genes believed to be the trigger for dysregulation of the cascade leading to inflammation. AMD-haplotypes (SNPs) alter specific aspects of the activation and regulation of the complement cascade, providing valuable insights into the pathogenic mechanisms of AMD with important diagnostic and therapeutic implications. The effect of targeting these AMD-related SNPs on the regulation of the complement cascade has been poorly explored, and the CRISPR/Cas system provides an ideal tool with which to explore this avenue. Current research concentrates on the association events of specific AMD-related SNPs in complement genes without looking into the effect of targeting these SNPs and therefore influencing the complement system in AMD pathogenesis. This review will explore the current understanding of manipulating the complement system in AMD pathogenesis utilising the genomic manipulation powers of the CRISPR/Cas systems. A number of AMD-related SNPs in different complement factor genes will be explored, with a particular emphasis on factor H (CFH), factor B (CFB), and complement C3 (C3).
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Affiliation(s)
- Ahmed Salman
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Michelle E. McClements
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
| | - Robert E. MacLaren
- Nuffield Laboratory of Ophthalmology, Nuffield Department of Clinical Neurosciences, University of Oxford, Oxford OX3 9DU, UK
- Oxford Eye Hospital, Oxford OX3 9DU, UK
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21
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Pang Z, Cravatt BF, Ye L. Deciphering Drug Targets and Actions with Single-Cell and Spatial Resolution. Annu Rev Pharmacol Toxicol 2024; 64:507-526. [PMID: 37722721 DOI: 10.1146/annurev-pharmtox-033123-123610] [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] [Indexed: 09/20/2023]
Abstract
Recent advances in chemical, molecular, and genetic approaches have provided us with an unprecedented capacity to identify drug-target interactions across the whole proteome and genome. Meanwhile, rapid developments of single-cell and spatial omics technologies are revolutionizing our understanding of the molecular architecture of biological systems. However, a significant gap remains in how we align our understanding of drug actions, traditionally based on molecular affinities, with the in vivo cellular and spatial tissue heterogeneity revealed by these newer techniques. Here, we review state-of-the-art methods for profiling drug-target interactions and emerging multiomics tools to delineate the tissue heterogeneity at single-cell resolution. Highlighting the recent technical advances enabling high-resolution, multiplexable in situ small-molecule drug imaging (clearing-assisted tissue click chemistry, or CATCH), we foresee the integration of single-cell and spatial omics platforms, data, and concepts into the future framework of defining and understanding in vivo drug-target interactions and mechanisms of actions.
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Affiliation(s)
- Zhengyuan Pang
- Department of Neuroscience, The Scripps Research Institute, La Jolla, California, USA;
| | - Benjamin F Cravatt
- Department of Chemistry, The Scripps Research Institute, La Jolla, California, USA;
| | - Li Ye
- Department of Neuroscience, The Scripps Research Institute, La Jolla, California, USA;
- Department of Molecular Medicine, The Scripps Research Institute, La Jolla, California, USA
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22
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Harsij Z, Ghafoorzadeh Z, Goharian E. The CRISPR Revolution: Unraveling the mysteries of Life's genetic code. Gene 2024; 892:147870. [PMID: 37797781 DOI: 10.1016/j.gene.2023.147870] [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: 08/15/2023] [Revised: 09/22/2023] [Accepted: 10/02/2023] [Indexed: 10/07/2023]
Abstract
A biotechnological revolution is triggered by CRISPR-Cas systems' variety, measured quality, and proficiency. Identifying nucleic acid biomarkers, one of the methods that use CRISPR for diagnosis, is an extremely sensitive diagnostic method.A broad range of infectious and noninfecting diseases, mutations, and CRISPR deletions associated with genetic disorders have been detected using diagnostics. Furthermore, this technology is used to test proteins and micromolecules. We focus on how Cas proteins can be used to detect diseases in genes, agriculture, and cancer therapy. Furthermore, CRISPR technology has many negative impacts on the health of living organisms, environmental and population structures in spite of its numerous contributions to biomedical science. Therefore, an investigation into the impact of genome editing on nontargeted species is important for these reasons. CRISPR in the future is briefly discussed towards the end of this review.
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Affiliation(s)
- Zohreh Harsij
- Department of Biotechnology, Faculty of Advanced Sciences and Technologies, University of Isfahan, Isfahan 81746-73441, Iran.
| | - Zahra Ghafoorzadeh
- Department of Biotechnology, Faculty of Advanced Sciences and Technologies, University of Isfahan, Isfahan 81746-73441, Iran
| | - Elahe Goharian
- Department of Biotechnology, Faculty of Advanced Sciences and Technologies, University of Isfahan, Isfahan 81746-73441, Iran
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23
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Chanchal DK, Chaudhary JS, Kumar P, Agnihotri N, Porwal P. CRISPR-Based Therapies: Revolutionizing Drug Development and Precision Medicine. Curr Gene Ther 2024; 24:193-207. [PMID: 38310456 DOI: 10.2174/0115665232275754231204072320] [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: 09/15/2023] [Revised: 10/26/2023] [Accepted: 11/15/2023] [Indexed: 02/05/2024]
Abstract
With the discovery of CRISPR-Cas9, drug development and precision medicine have undergone a major change. This review article looks at the new ways that CRISPR-based therapies are being used and how they are changing the way medicine is done. CRISPR technology's ability to precisely and flexibly edit genes has opened up new ways to find, validate, and develop drug targets. Also, it has made way for personalized gene therapies, precise gene editing, and advanced screening techniques, all of which hold great promise for treating a wide range of diseases. In this article, we look at the latest research and clinical trials that show how CRISPR could be used to treat genetic diseases, cancer, infectious diseases, and other hard-to-treat conditions. However, ethical issues and problems with regulations are also discussed in relation to CRISPR-based therapies, which shows how important it is to use them safely and responsibly. As CRISPR continues to change how drugs are made and used, this review shines a light on the amazing things that have been done and what the future might hold in this rapidly changing field.
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Affiliation(s)
- Dilip Kumar Chanchal
- Department of Pharmacy, Smt. Vidyawati College of Pharmacy, Jhansi, Uttar Pradesh, India
- Glocal School of Pharmacy, Glocal University Mirzapur Pole, Saharanpur - 247121, Uttar Pradesh, India
| | | | - Pushpendra Kumar
- Faculty of Pharmacy, Uttar Pradesh University of Medical Sciences, Saifai, Etawah 206130, Uttar Pradesh, India
| | - Neha Agnihotri
- Department of Pharmacy, Maharana Pratap College of Pharmacy, Kothi, Mandhana, Kanpur-209217, Uttar Pradesh, India
| | - Prateek Porwal
- Glocal School of Pharmacy, Glocal University Mirzapur Pole, Saharanpur - 247121, Uttar Pradesh, India
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Ngo HKC, Le H, Surh YJ. Nrf2, A Target for Precision Oncology in Cancer Prognosis and Treatment. J Cancer Prev 2023; 28:131-142. [PMID: 38205365 PMCID: PMC10774478 DOI: 10.15430/jcp.2023.28.4.131] [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: 12/15/2023] [Accepted: 12/20/2023] [Indexed: 01/12/2024] Open
Abstract
Activating nuclear factor-erythroid 2-related factor (Nrf2), a master regulator of redox homeostasis, has been shown to suppress initiation of carcinogenesis in normal cells. However, this transcription factor has recently been reported to promote proliferation of some transformed or cancerous cells. In tumor cells, Nrf2 is prone to mutations that result in stabilization and concurrent accumulation of its protein product. A hyperactivated mutant form of Nrf2 could support the cancer cells for enhanced proliferation, invasiveness, and resistance to chemotherapeutic agents and radiotherapy, which are associated with a poor clinical outcome. Hence understanding mutations in Nrf2 would have a significant impact on the prognosis and treatment of cancer in the era of precision medicine. This perspective would provide an insight into the genetic alterations in Nrf2 and suggest the application of small molecules, RNAi, and genome editing technologies, particularly CRISR-Cas9, in therapeutic intervention of cancer in the context of the involvement of Nrf2 mutations.
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Affiliation(s)
- Hoang Kieu Chi Ngo
- Tumor Microenvironment Global Core Research Center, College of Pharmacy, Seoul National University, Seoul, Korea
| | - Hoang Le
- Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, USA
| | - Young-Joon Surh
- Tumor Microenvironment Global Core Research Center, College of Pharmacy, Seoul National University, Seoul, Korea
- Cancer Research Institute, Seoul National University, Seoul, Korea
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25
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Jiang T, Li Y, Hong W, Lin M. A robust CRISPR interference gene repression system in Vibrio parahaemolyticus. Arch Microbiol 2023; 206:41. [PMID: 38147133 PMCID: PMC10751265 DOI: 10.1007/s00203-023-03770-y] [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: 10/02/2023] [Revised: 11/15/2023] [Accepted: 11/24/2023] [Indexed: 12/27/2023]
Abstract
Vibrio parahaemolyticus is a significant cause of seafood-associated gastroenteritis and pestilence in aquaculture worldwide. Despite extensive research, strategies for protein depletion in this pathogen remain limited. Herein, we constructed a new CRISPR interference (CRISPRi) system for gene repression based on the combination of a shuttle vector pVv3 and the nuclease-null Cas9 variant (dead Cas9, or dCas9) from Streptococcus pyrogens. This CRISPRi is induced by adding both IPTG and arabinose. We showed that gene repression is scalable via the use of multiple sgRNAs. We also demonstrated that this gene repression can be precisely tuned by adjusting the amount of two different inducers and can be reversed by removing the inducers. This system provides a simple approach for selective gene repression on a genome-wide scale in V. parahaemolyticus. Application of this system will dramatically accelerate investigations of this bacterium, including studies of physiology, pathogenesis, and drug target discovery.
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Affiliation(s)
- Taoyuan Jiang
- Department of Respiratory Medicine, Nan'an Hospital, 330, Ximei Residential District, Xinhua Street, Quanzhou, Fujian Province, China.
| | - Yuhuan Li
- The Second People's Hospital of Three Gorges University, 18, Tiyuchang Road, Yichang, Hubei Province, China
| | - Wencong Hong
- Department of Respiratory Medicine, Nan'an Hospital, 330, Ximei Residential District, Xinhua Street, Quanzhou, Fujian Province, China
| | - Mingyu Lin
- Department of Respiratory Medicine, Nan'an Hospital, 330, Ximei Residential District, Xinhua Street, Quanzhou, Fujian Province, China
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26
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Ang MY, Takeuchi F, Kato N. Deciphering the genetic landscape of obesity: a data-driven approach to identifying plausible causal genes and therapeutic targets. J Hum Genet 2023; 68:823-833. [PMID: 37620670 PMCID: PMC10678330 DOI: 10.1038/s10038-023-01189-3] [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: 06/05/2023] [Revised: 08/08/2023] [Accepted: 08/15/2023] [Indexed: 08/26/2023]
Abstract
OBJECTIVES Genome-wide association studies (GWAS) have successfully revealed numerous susceptibility loci for obesity. However, identifying the causal genes, pathways, and tissues/cell types responsible for these associations remains a challenge, and standardized analysis workflows are lacking. Additionally, due to limited treatment options for obesity, there is a need for the development of new pharmacological therapies. This study aimed to address these issues by performing step-wise utilization of knowledgebase for gene prioritization and assessing the potential relevance of key obesity genes as therapeutic targets. METHODS AND RESULTS First, we generated a list of 28,787 obesity-associated SNPs from the publicly available GWAS dataset (approximately 800,000 individuals in the GIANT meta-analysis). Then, we prioritized 1372 genes with significant in silico evidence against genomic and transcriptomic data, including transcriptionally regulated genes in the brain from transcriptome-wide association studies. In further narrowing down the gene list, we selected key genes, which we found to be useful for the discovery of potential drug seeds as demonstrated in lipid GWAS separately. We thus identified 74 key genes for obesity, which are highly interconnected and enriched in several biological processes that contribute to obesity, including energy expenditure and homeostasis. Of 74 key genes, 37 had not been reported for the pathophysiology of obesity. Finally, by drug-gene interaction analysis, we detected 23 (of 74) key genes that are potential targets for 78 approved and marketed drugs. CONCLUSIONS Our results provide valuable insights into new treatment options for obesity through a data-driven approach that integrates multiple up-to-date knowledgebases.
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Affiliation(s)
- Mia Yang Ang
- Department of Clinical Genome Informatics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan.
- Department of Gene Diagnostics and Therapeutics, Medical Genomics Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan.
| | - Fumihiko Takeuchi
- Department of Gene Diagnostics and Therapeutics, Medical Genomics Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
| | - Norihiro Kato
- Department of Clinical Genome Informatics, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
- Department of Gene Diagnostics and Therapeutics, Medical Genomics Center, Research Institute, National Center for Global Health and Medicine, Tokyo, Japan
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27
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Tan IL, Perez AR, Lew RJ, Sun X, Baldwin A, Zhu YK, Shah MM, Berger MS, Doudna JA, Fellmann C. Targeting the non-coding genome and temozolomide signature enables CRISPR-mediated glioma oncolysis. Cell Rep 2023; 42:113339. [PMID: 37917583 PMCID: PMC10725516 DOI: 10.1016/j.celrep.2023.113339] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2022] [Revised: 07/25/2023] [Accepted: 10/10/2023] [Indexed: 11/04/2023] Open
Abstract
Glioblastoma (GBM) is the most common lethal primary brain cancer in adults. Despite treatment regimens including surgical resection, radiotherapy, and temozolomide (TMZ) chemotherapy, growth of residual tumor leads to therapy resistance and death. At recurrence, a quarter to a third of all gliomas have hypermutated genomes, with mutational burdens orders of magnitude greater than in normal tissue. Here, we quantified the mutational landscape progression in a patient's primary and recurrent GBM, and we uncovered Cas9-targetable repeat elements. We show that CRISPR-mediated targeting of highly repetitive loci enables rapid elimination of GBM cells, an approach we term "genome shredding." Importantly, in the patient's recurrent GBM, we identified unique repeat sequences with TMZ mutational signature and demonstrated that their CRISPR targeting enables cancer-specific cell ablation. "Cancer shredding" leverages the non-coding genome and therapy-induced mutational signatures for targeted GBM cell depletion and provides an innovative paradigm to develop treatments for hypermutated glioma.
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Affiliation(s)
- I-Li Tan
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA; Innovative Genomics Institute, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Alexendar R Perez
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, San Francisco, CA 94131, USA; Silico Therapeutics, San Francisco, CA 94131, USA
| | - Rachel J Lew
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA
| | - Xiaoyu Sun
- Silico Therapeutics, San Francisco, CA 94131, USA
| | - Alisha Baldwin
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA; Innovative Genomics Institute, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Yong K Zhu
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA; Innovative Genomics Institute, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Mihir M Shah
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA; Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Mitchel S Berger
- Department of Neurological Surgery, University of California, San Francisco, San Francisco, CA 94131, USA
| | - Jennifer A Doudna
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA; Innovative Genomics Institute, University of California, Berkeley, Berkeley, CA 94720, USA; Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA; Howard Hughes Medical Institute, University of California, Berkeley, Berkeley, CA 94720, USA
| | - Christof Fellmann
- Gladstone Institute of Data Science and Biotechnology, Gladstone Institutes, San Francisco, CA 94158, USA; Department of Molecular and Cell Biology, University of California, Berkeley, Berkeley, CA 94720, USA; Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA 94158, USA.
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28
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Xue Y, Tang H, Chen G, Pan Y, Li D, Ping Y. Intracellular regulation of zinc by metal-organic framework-mediated genome editing for prostate cancer therapy. Biomater Sci 2023; 11:7556-7567. [PMID: 37458078 DOI: 10.1039/d3bm00002h] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/18/2023]
Abstract
Normal prostate tissues generally exhibit a higher level of zinc to maintain their special "citrate-producing" metabolism, while its level dramatically decreases during prostate tumorigenesis. Despite the significant antitumor effects, the intracellular accumulation of zinc in prostate cancer cells also promotes the expression of ZNT1, which in turn results in the efflux of zinc and attenuated cytotoxicity against cancer cells. To solve the dilemma, we developed a 2-[3-(1,3-dicarboxypropyl)ureido]pentanedioic acid (DUPA)-decorated zeolitic imidazolate framework-8 (ZIF8), which is able to load plasmid DNA encoding the Cas9 editor and single-guide RNA to form Cas9@ZIF8-DUPA nanocomplexes. The intracellular delivery of Cas9@ZIF8-DUPA simultaneously increases the level of zinc and inhibits the ZNT-1 function by disrupting the SLC30A1 gene to prevent the efflux of zinc in prostate cancer cells. Due to the high affinity between DUPA and the prostate-specific membrane antigen, Cas9@ZIF8-DUPA nanocomplexes exhibit excellent prostate tumor-targeting ability. The internalization and degradation of Cas9@ZIF8-DUPA not only release free zinc and Cas9 editors, but also reduce zinc efflux through Cas9-mediated genome editing that disables the function of ZNT1. As a result, Cas9@ZIF8-DUPA nanocomplexes exhibit significant antitumor activity and extended survival in the mouse model bearing prostate tumors. The current platform offers an alternative therapeutic strategy and holds tremendous translational potential as an anticancer nanomedicine for prostate cancer treatment.
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Affiliation(s)
- Yanan Xue
- Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 3100016, China.
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China.
| | - Honglin Tang
- Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 3100016, China.
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China.
| | - Guangpeng Chen
- Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 3100016, China.
| | - Yubin Pan
- Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 3100016, China.
| | - Da Li
- Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, 3100016, China.
| | - Yuan Ping
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China.
- Liangzhu Laboratory, Zhejiang University Medical Center, Hangzhou 311121, China
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29
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Du Y, Liu Y, Hu J, Peng X, Liu Z. CRISPR/Cas9 systems: Delivery technologies and biomedical applications. Asian J Pharm Sci 2023; 18:100854. [PMID: 38089835 PMCID: PMC10711398 DOI: 10.1016/j.ajps.2023.100854] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Revised: 09/01/2023] [Accepted: 09/19/2023] [Indexed: 10/16/2024] Open
Abstract
The emergence of the clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein 9 (Cas9) genome-editing system has brought about a significant revolution in the realm of managing human diseases, establishing animal models, and so on. To fully harness the potential of this potent gene-editing tool, ensuring efficient and secure delivery to the target site is paramount. Consequently, developing effective delivery methods for the CRISPR/Cas9 system has become a critical area of research. In this review, we present a comprehensive outline of delivery strategies and discuss their biomedical applications in the CRISPR/Cas9 system. We also provide an in-depth analysis of physical, viral vector, and non-viral vector delivery strategies, including plasmid-, mRNA- and protein-based approach. In addition, we illustrate the biomedical applications of the CRISPR/Cas9 system. This review highlights the key factors affecting the delivery process and the current challenges facing the CRISPR/Cas9 system, while also delineating future directions and prospects that could inspire innovative delivery strategies. This review aims to provide new insights and ideas for advancing CRISPR/Cas9-based delivery strategies and to facilitate breakthroughs in biomedical research and therapeutic applications.
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Affiliation(s)
- Yimin Du
- Department of Pharmaceutics, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410013, China
| | - Yanfei Liu
- Department of Pharmaceutical Engineering, College of Chemistry and Chemical Engineering, Central South University, Changsha 410083, China
| | - Jiaxin Hu
- Department of Pharmaceutics, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410013, China
| | - Xingxing Peng
- Department of Pharmaceutics, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410013, China
| | - Zhenbao Liu
- Department of Pharmaceutics, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha 410013, China
- Molecular Imaging Research Center of Central South University, Changsha 410008, China
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30
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Xia Y, Li Y, Shen W, Yang H, Chen X. CRISPR-Cas Technology for Bioengineering Conventional and Non-Conventional Yeasts: Progress and New Challenges. Int J Mol Sci 2023; 24:15310. [PMID: 37894990 PMCID: PMC10607330 DOI: 10.3390/ijms242015310] [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: 08/24/2023] [Revised: 10/13/2023] [Accepted: 10/17/2023] [Indexed: 10/29/2023] Open
Abstract
The clustered regularly interspaced short palindromic repeats (CRISPR) and CRISPR-associated protein (CRISPR-Cas) system has undergone substantial and transformative progress. Simultaneously, a spectrum of derivative technologies has emerged, spanning both conventional and non-conventional yeast strains. Non-conventional yeasts, distinguished by their robust metabolic pathways, formidable resilience against diverse stressors, and distinctive regulatory mechanisms, have emerged as a highly promising alternative for diverse industrial applications. This comprehensive review serves to encapsulate the prevailing gene editing methodologies and their associated applications within the traditional industrial microorganism, Saccharomyces cerevisiae. Additionally, it delineates the current panorama of non-conventional yeast strains, accentuating their latent potential in the realm of industrial and biotechnological utilization. Within this discourse, we also contemplate the potential value these tools offer alongside the attendant challenges they pose.
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Affiliation(s)
- Yuanyuan Xia
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi 214122, China; (Y.X.); (Y.L.); (W.S.); (H.Y.)
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Yujie Li
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi 214122, China; (Y.X.); (Y.L.); (W.S.); (H.Y.)
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Wei Shen
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi 214122, China; (Y.X.); (Y.L.); (W.S.); (H.Y.)
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Haiquan Yang
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi 214122, China; (Y.X.); (Y.L.); (W.S.); (H.Y.)
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
| | - Xianzhong Chen
- Key Laboratory of Industrial Biotechnology, Ministry of Education, School of Biotechnology, Jiangnan University, 1800 Lihu Avenue, Wuxi 214122, China; (Y.X.); (Y.L.); (W.S.); (H.Y.)
- School of Biotechnology, Jiangnan University, Wuxi 214122, China
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31
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Baghini SS, Razeghian E, Malayer SK, Pecho RDC, Obaid M, Awfi ZS, Zainab HA, Shamsara M. Recent advances in the application of genetic and epigenetic modalities in the improvement of antibody-producing cell lines. Int Immunopharmacol 2023; 123:110724. [PMID: 37582312 DOI: 10.1016/j.intimp.2023.110724] [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: 01/31/2023] [Revised: 07/25/2023] [Accepted: 07/26/2023] [Indexed: 08/17/2023]
Abstract
There are numerous applications for recombinant antibodies (rAbs) in biological and toxicological research. Monoclonal antibodies are synthesized using genetic engineering and other related processes involved in the generation of rAbs. Because they can identify specific antigenic sites on practically any molecule, including medicines, hormones, microbial antigens, and cell receptors, rAbs are particularly useful in scientific research. The key benefits of rAbs are improved repeatability, control, and consistency, shorter manufacturing times than with hybridoma technology, an easier transition from one format of antibody to another, and an animal-free process. The engineering of the host cell has recently been developed method for enhancing the production efficiency and improving the quality of antibodies from mammalian cell lines. In this light, genetic engineering is mostly utilized to manage cellular chaperones, decrease cell death, increase cell viability, change the microRNAs (miRNAs) pattern in mammalian cells, and glycoengineered cell lines. Here, we shed light on how genetic engineering can be used therapeutically to produce antibodies at higher levels with greater potency and effectiveness.
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Affiliation(s)
- Sadegh Shojaei Baghini
- Plant Biotechnology Department, National Institute of Genetic Engineering and Biotechnology (NIGEB), Tehran, Iran.
| | - Ehsan Razeghian
- Human Genetics Division, Medical Biotechnology Department, National Institute of Genetics Engineering and Biotechnology (NIGEB), Tehran, Iran
| | - Setare Kakavand Malayer
- Department of Biology, Faculty of Biological Science, Tehran North Branch, Islamic Azad University, Tehran, Iran
| | | | | | - Zinah Salem Awfi
- Department of Dental Industry Techniques, Al-Noor University College, Nineveh, Iraq.
| | - H A Zainab
- Department of Pharmacy, Al-Zahrawi University College, Karbala, Iraq.
| | - Mehdi Shamsara
- Department of Animal Biotechnology, National Institute of Genetic Engineering and Biotechnology, Tehran, Iran.
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32
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Richardson RR, Steyert M, Khim SN, Crutcher GW, Brandenburg C, Robertson CD, Romanowski AJ, Inen J, Altas B, Poulopoulos A. Enhancing Precision and Efficiency of Cas9-Mediated Knockin Through Combinatorial Fusions of DNA Repair Proteins. CRISPR J 2023; 6:447-461. [PMID: 37713292 PMCID: PMC10611978 DOI: 10.1089/crispr.2023.0036] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 08/14/2023] [Indexed: 09/17/2023] Open
Abstract
Cas9 targets genomic loci with high specificity. For knockin with double-strand break repair, however, Cas9 often leads to unintended on-target knockout rather than intended edits. This imprecision is a barrier for direct in vivo editing where clonal selection is not feasible. In this study, we demonstrate a high-throughput workflow to comparatively assess on-target efficiency and precision of editing outcomes. Using this workflow, we screened combinations of donor DNA and Cas9 variants, as well as fusions to DNA repair proteins. This yielded novel high-performance double-strand break repair editing agents and combinatorial optimizations, yielding increases in knockin efficiency and precision. Cas9-RC, a novel fusion Cas9 flanked by eRad18 and CtIP[HE], increased knockin performance in vitro and in vivo in the developing mouse brain. Continued comparative assessment of editing efficiency and precision with this framework will further the development of high-performance editing agents for in vivo knockin and future genome therapeutics.
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Affiliation(s)
- Ryan R. Richardson
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Marilyn Steyert
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Saovleak N. Khim
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Garrett W. Crutcher
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Cheryl Brandenburg
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Colin D. Robertson
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Andrea J. Romanowski
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Jeffrey Inen
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Bekir Altas
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
| | - Alexandros Poulopoulos
- Department of Pharmacology and UM-MIND, University of Maryland School of Medicine, Baltimore, Maryland, USA
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33
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Sun Y, Xu X, Chen L, Chew WL, Ping Y, Miserez A. Redox-Responsive Phase-Separating Peptide as a Universal Delivery Vehicle for CRISPR/Cas9 Genome Editing Machinery. ACS NANO 2023; 17:16597-16606. [PMID: 37584415 DOI: 10.1021/acsnano.3c02669] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/17/2023]
Abstract
CRISPR/Cas9-based genome editing tools have enormous potential for the development of various therapeutic treatments due to their reliability and broad applicability. A central requirement of CRISPR/Cas9 is the efficient intracellular delivery of the editing machinery, which remains a well-recognized challenge, notably to deliver Cas9 in its native protein form. Herein, a phase-separating peptide with intracellular redox-triggered release properties is employed to encapsulate and deliver all three forms of CRISRP-Cas9 editing machinery, namely, pDNA, mRNA/sgRNA, and the ribonucleoprotein complex. These modalities are readily recruited within peptide coacervates during liquid-liquid phase separation by simple mixing and exhibit higher transfection and editing efficiency compared to highly optimized commercially available transfection reagents currently used for genome editing.
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Affiliation(s)
- Yue Sun
- Biological and Biomimetic Material Laboratory (BBML), Center for Sustainable Materials (SusMat), School of Materials Science and Engineering, Nanyang Technological University, 639798, Singapore
| | - Xiaojie Xu
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Liwei Chen
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), 138672, Singapore
| | - Wei Leong Chew
- Genome Institute of Singapore, Agency for Science, Technology and Research (A*STAR), 138672, Singapore
| | - Yuan Ping
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Ali Miserez
- Biological and Biomimetic Material Laboratory (BBML), Center for Sustainable Materials (SusMat), School of Materials Science and Engineering, Nanyang Technological University, 639798, Singapore
- School of Biological Sciences, Nanyang Technological University, 637551, Singapore
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34
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Li Q, Qian W, Zhang Y, Hu L, Chen S, Xia Y. A new wave of innovations within the DNA damage response. Signal Transduct Target Ther 2023; 8:338. [PMID: 37679326 PMCID: PMC10485079 DOI: 10.1038/s41392-023-01548-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Revised: 06/01/2023] [Accepted: 06/27/2023] [Indexed: 09/09/2023] Open
Abstract
Genome instability has been identified as one of the enabling hallmarks in cancer. DNA damage response (DDR) network is responsible for maintenance of genome integrity in cells. As cancer cells frequently carry DDR gene deficiencies or suffer from replicative stress, targeting DDR processes could induce excessive DNA damages (or unrepaired DNA) that eventually lead to cell death. Poly (ADP-ribose) polymerase (PARP) inhibitors have brought impressive benefit to patients with breast cancer gene (BRCA) mutation or homologous recombination deficiency (HRD), which proves the concept of synthetic lethality in cancer treatment. Moreover, the other two scenarios of DDR inhibitor application, replication stress and combination with chemo- or radio- therapy, are under active clinical exploration. In this review, we revisited the progress of DDR targeting therapy beyond the launched first-generation PARP inhibitors. Next generation PARP1 selective inhibitors, which could maintain the efficacy while mitigating side effects, may diversify the application scenarios of PARP inhibitor in clinic. Albeit with unavoidable on-mechanism toxicities, several small molecules targeting DNA damage checkpoints (gatekeepers) have shown great promise in preliminary clinical results, which may warrant further evaluations. In addition, inhibitors for other DNA repair pathways (caretakers) are also under active preclinical or clinical development. With these progresses and efforts, we envision that a new wave of innovations within DDR has come of age.
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Affiliation(s)
- Qi Li
- Domestic Discovery Service Unit, WuXi AppTec, 200131, Shanghai, China
| | - Wenyuan Qian
- Domestic Discovery Service Unit, WuXi AppTec, 200131, Shanghai, China
| | - Yang Zhang
- Domestic Discovery Service Unit, WuXi AppTec, 200131, Shanghai, China
| | - Lihong Hu
- Domestic Discovery Service Unit, WuXi AppTec, 200131, Shanghai, China
| | - Shuhui Chen
- Domestic Discovery Service Unit, WuXi AppTec, 200131, Shanghai, China
| | - Yuanfeng Xia
- Domestic Discovery Service Unit, WuXi AppTec, 200131, Shanghai, China.
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Bestas B, Wimberger S, Degtev D, Madsen A, Rottner AK, Karlsson F, Naumenko S, Callahan M, Touza JL, Francescatto M, Möller CI, Badertscher L, Li S, Cerboni S, Selfjord N, Ericson E, Gordon E, Firth M, Chylinski K, Taheri-Ghahfarokhi A, Bohlooly-Y M, Snowden M, Pangalos M, Nuttall B, Akcakaya P, Sienski G, Maresca M. A Type II-B Cas9 nuclease with minimized off-targets and reduced chromosomal translocations in vivo. Nat Commun 2023; 14:5474. [PMID: 37673883 PMCID: PMC10482872 DOI: 10.1038/s41467-023-41240-7] [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: 10/03/2022] [Accepted: 08/25/2023] [Indexed: 09/08/2023] Open
Abstract
Streptococcus pyogenes Cas9 (SpCas9) and derived enzymes are widely used as genome editors, but their promiscuous nuclease activity often induces undesired mutations and chromosomal rearrangements. Several strategies for mapping off-target effects have emerged, but they suffer from limited sensitivity. To increase the detection sensitivity, we develop an off-target assessment workflow that uses Duplex Sequencing. The strategy increases sensitivity by one order of magnitude, identifying previously unknown SpCas9's off-target mutations in the humanized PCSK9 mouse model. To reduce off-target risks, we perform a bioinformatic search and identify a high-fidelity Cas9 variant of the II-B subfamily from Parasutterella secunda (PsCas9). PsCas9 shows improved specificity as compared to SpCas9 across multiple tested sites, both in vitro and in vivo, including the PCSK9 site. In the future, while PsCas9 will offer an alternative to SpCas9 for research and clinical use, the Duplex Sequencing workflow will enable a more sensitive assessment of Cas9 editing outcomes.
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Affiliation(s)
- Burcu Bestas
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Sandra Wimberger
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
- Department of Chemistry & Molecular Biology, University of Gothenburg, Gothenburg, Sweden
| | - Dmitrii Degtev
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Alexandra Madsen
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Antje K Rottner
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Fredrik Karlsson
- Data Sciences and Quantitative Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Cambridge, UK
| | - Sergey Naumenko
- Department of Biostatistics, Harvard Chan School of Public Health, Boston, MA, USA
| | - Megan Callahan
- Translational Genomics, Translational Medicine, R&D Oncology, AstraZeneca, Waltham, MA, USA
| | - Julia Liz Touza
- Translational Genomics, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Margherita Francescatto
- Data Sciences and Quantitative Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Cambridge, UK
| | - Carl Ivar Möller
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Lukas Badertscher
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Songyuan Li
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Silvia Cerboni
- Translational Science and Experimental Medicine, Research and Early Development, Respiratory & Immunology, BioPharmaceuticals R&D, AstraZeneca, Gothenburg, Sweden
| | - Niklas Selfjord
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Elke Ericson
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Euan Gordon
- Discovery Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Mike Firth
- Data Sciences and Quantitative Biology, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Cambridge, UK
| | | | - Amir Taheri-Ghahfarokhi
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Mohammad Bohlooly-Y
- Translational Genomics, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Mike Snowden
- Discovery Sciences, BioPharmaceuticals R&D, AstraZeneca, Cambridge, UK
| | | | - Barrett Nuttall
- Translational Genomics, Translational Medicine, R&D Oncology, AstraZeneca, Waltham, MA, USA
| | - Pinar Akcakaya
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden
| | - Grzegorz Sienski
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden.
| | - Marcello Maresca
- Genome Engineering, Discovery Sciences, BioPharmaceuticals R&D Unit, AstraZeneca, Gothenburg, Sweden.
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Schneider P, Wander P, Arentsen-Peters STCJM, Vrenken KS, Rockx-Brouwer D, Adriaanse FRS, Hoeve V, Paassen I, Drost J, Pieters R, Stam RW. CRISPR-Cas9 Library Screening Identifies Novel Molecular Vulnerabilities in KMT2A-Rearranged Acute Lymphoblastic Leukemia. Int J Mol Sci 2023; 24:13207. [PMID: 37686014 PMCID: PMC10487613 DOI: 10.3390/ijms241713207] [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: 07/02/2023] [Revised: 08/11/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023] Open
Abstract
In acute lymphoblastic leukemia (ALL), chromosomal translocations involving the KMT2A gene represent highly unfavorable prognostic factors and most commonly occur in patients less than 1 year of age. Rearrangements of the KMT2A gene drive epigenetic changes that lead to aberrant gene expression profiles that strongly favor leukemia development. Apart from this genetic lesion, the mutational landscape of KMT2A-rearranged ALL is remarkably silent, providing limited insights for the development of targeted therapy. Consequently, identifying potential therapeutic targets often relies on differential gene expression, yet the inhibition of these genes has rarely translated into successful therapeutic strategies. Therefore, we performed CRISPR-Cas9 knock-out screens to search for genetic dependencies in KMT2A-rearranged ALL. We utilized small-guide RNA libraries directed against the entire human epigenome and kinome in various KMT2A-rearranged ALL, as well as wild-type KMT2A ALL cell line models. This screening approach led to the discovery of the epigenetic regulators ARID4B and MBD3, as well as the receptor kinase BMPR2 as novel molecular vulnerabilities and attractive therapeutic targets in KMT2A-rearranged ALL.
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Affiliation(s)
- Pauline Schneider
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Priscilla Wander
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | | | - Kirsten S. Vrenken
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | | | | | - Veerle Hoeve
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Irene Paassen
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
- Oncode Institute, 3521 AL Utrecht, The Netherlands
| | - Jarno Drost
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
- Oncode Institute, 3521 AL Utrecht, The Netherlands
| | - Rob Pieters
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
| | - Ronald W. Stam
- Princess Máxima Center for Pediatric Oncology, 3584 CS Utrecht, The Netherlands
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Ashraf S, Ahmad A, Khan SH, Jamil A, Sadia B, Brown JK. LbCas12a mediated suppression of Cotton leaf curl Multan virus. FRONTIERS IN PLANT SCIENCE 2023; 14:1233295. [PMID: 37636103 PMCID: PMC10456881 DOI: 10.3389/fpls.2023.1233295] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 07/21/2023] [Indexed: 08/29/2023]
Abstract
Begomoviruses are contagious and severely affect commercially important fiber and food crops. Cotton leaf curl Multan virus (CLCuMuV) is one of the most dominant specie of Begomovirus and a major constraint on cotton yield in Pakistan. Currently, the field of plant genome editing is being revolutionized by the CRISPR/Cas system applications such as base editing, prime editing and CRISPR based gene drives. CRISPR/Cas9 system has successfully been used against biotic and abiotic plant stresses with proof-of-concept studies in both model and crop plants. CRISPR/Cas12 and CRISPR/Cas13 have recently been applied in plant sciences for basic and applied research. In this study, we used a novel approach, multiplexed crRNA-based Cas12a toolbox to target the different ORFs of the CLCuMuV genome at multiple sites simultaneously. This method successfully eliminated the symptoms of CLCuMuV in Nicotiana benthamiana and Nicotiana tabacum. Three individual crRNAs were designed from the CLCuMuV genome, targeting the specific sites of four different ORFs (C1, V1 and overlapping region of C2 and C3). The Cas12a-based construct Cas12a-MV was designed through Golden Gate three-way cloning for precise editing of CLCuMuV genome. Cas12a-MV construct was confirmed through whole genome sequencing using the primers Ubi-intron-F1 and M13-R1. Transient assays were performed in 4 weeks old Nicotiana benthamiana plants, through the agroinfiltration method. Sanger sequencing indicated that the Cas12a-MV constructs made a considerable mutations at the target sites of the viral genome. In addition, TIDE analysis of Sanger sequencing results showed the editing efficiency of crRNA1 (21.7%), crRNA2 (24.9%) and crRNA3 (55.6%). Furthermore, the Cas12a-MV construct was stably transformed into Nicotiana tabacum through the leaf disc method to evaluate the potential of transgenic plants against CLCuMuV. For transgene analysis, the DNA of transgenic plants of Nicotiana tabacum was subjected to PCR to amplify Cas12a genes with specific primers. Infectious clones were agro-inoculated in transgenic and non-transgenic plants (control) for the infectivity assay. The transgenic plants containing Cas12a-MV showed rare symptoms and remained healthy compared to control plants with severe symptoms. The transgenic plants containing Cas12a-MV showed a significant reduction in virus accumulation (0.05) as compared to control plants (1.0). The results demonstrated the potential use of the multiplex LbCas12a system to develop virus resistance in model and crop plants against begomoviruses.
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Affiliation(s)
- Sidra Ashraf
- Department of Biochemistry, University of Agriculture, Faisalabad, Pakistan
- Cotton Biotechnology Lab, Center for Advanced Studies in Agriculture and Food Security (CASAFS), University of Agriculture, Faisalabad, Pakistan
| | - Aftab Ahmad
- Department of Biochemistry, University of Agriculture, Faisalabad, Pakistan
- Cotton Biotechnology Lab, Center for Advanced Studies in Agriculture and Food Security (CASAFS), University of Agriculture, Faisalabad, Pakistan
| | - Sultan Habibullah Khan
- Cotton Biotechnology Lab, Center for Advanced Studies in Agriculture and Food Security (CASAFS), University of Agriculture, Faisalabad, Pakistan
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture, Faisalabad, Pakistan
| | - Amer Jamil
- Department of Biochemistry, University of Agriculture, Faisalabad, Pakistan
| | - Bushra Sadia
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture, Faisalabad, Pakistan
| | - Judith K. Brown
- School of Plant Sciences, University of Arizona, Tucson, AZ, United States
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Dewey JA, Delalande C, Azizi SA, Lu V, Antonopoulos D, Babnigg G. Molecular Glue Discovery: Current and Future Approaches. J Med Chem 2023; 66:9278-9296. [PMID: 37437222 PMCID: PMC10805529 DOI: 10.1021/acs.jmedchem.3c00449] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/14/2023]
Abstract
The intracellular interactions of biomolecules can be maneuvered to redirect signaling, reprogram the cell cycle, or decrease infectivity using only a few dozen atoms. Such "molecular glues," which can drive both novel and known interactions between protein partners, represent an enticing therapeutic strategy. Here, we review the methods and approaches that have led to the identification of small-molecule molecular glues. We first classify current FDA-approved molecular glues to facilitate the selection of discovery methods. We then survey two broad discovery method strategies, where we highlight the importance of factors such as experimental conditions, software packages, and genetic tools for success. We hope that this curation of methodologies for directed discovery will inspire diverse research efforts targeting a multitude of human diseases.
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Affiliation(s)
- Jeffrey A Dewey
- Biosciences Division, Argonne National Laboratory, Lemont, Illinois 60439, United States
| | - Clémence Delalande
- Department of Chemistry, University of Chicago, Chicago, Illinois 60637, United States
| | - Saara-Anne Azizi
- Pritzker School of Medicine, University of Chicago, Chicago, Illinois 60637, United States
| | - Vivian Lu
- Department of Chemistry, University of Chicago, Chicago, Illinois 60637, United States
| | - Dionysios Antonopoulos
- Biosciences Division, Argonne National Laboratory, Lemont, Illinois 60439, United States
| | - Gyorgy Babnigg
- Biosciences Division, Argonne National Laboratory, Lemont, Illinois 60439, United States
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Tian R, Cao C, He D, Dong D, Sun L, Liu J, Chen Y, Wang Y, Huang Z, Li L, Jin Z, Huang Z, Xie H, Zhao T, Zhong C, Hong Y, Hu Z. Massively parallel CRISPR off-target detection enables rapid off-target prediction model building. MED 2023; 4:478-492.e6. [PMID: 37279759 DOI: 10.1016/j.medj.2023.05.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 04/16/2023] [Accepted: 05/12/2023] [Indexed: 06/08/2023]
Abstract
BACKGROUND CRISPR (clustered regularly interspaced short palindromic repeats) genome editing holds tremendous potential in clinical translation. However, the off-target effect has always been a major concern. METHODS Here, we have developed a novel sensitive and specific off-target detection method, AID-seq (adaptor-mediated off-target identification by sequencing), that can comprehensively and faithfully detect the low-frequency off targets generated by different CRISPR nucleases (including Cas9 and Cas12a). FINDINGS Based on AID-seq, we developed a pooled strategy to simultaneously identify the on/off targets of multiple gRNAs, as well as using mixed human and human papillomavirus (HPV) genomes to screen the most efficient and safe targets from 416 HPV gRNA candidates for antiviral therapy. Moreover, we used the pooled strategy with 2,069 single-guide RNAs (sgRNAs) at a pool size of about 500 to profile the properties of our newly discovered CRISPR, FrCas9. Importantly, we successfully built an off-target detection model using these off-target data via the CRISPR-Net deep learning method (area under the receiver operating characteristic curve [AUROC] = 0.97, area under the precision recall curve [AUPRC] = 0.29). CONCLUSIONS To our knowledge, AID-seq is the most sensitive and specific in vitro off-target detection method to date. And the pooled AID-seq strategy can be used as a rapid and high-throughput platform to select the best sgRNAs and characterize the properties of new CRISPRs. FUNDING This work was supported by The National Natural Science Foundation of China (grant nos. 32171465 and 82102392), the General Program of Natural Science Foundation of Guangdong Province of China (grant no. 2021A1515012438), Guangdong Basic and Applied Basic Research Foundation (grant no. 2020A1515110170), and the National Ten Thousand Plan-Young Top Talents of China (grant no. 80000-41180002).
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Affiliation(s)
- Rui Tian
- Generulor Co., Ltd., Zhuhai 519000, Guangdong, China.
| | - Chen Cao
- Department of Obstetrics and Gynecology, Academician Expert Workstation, The Central Hospital of Wuhan, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430030, Hubei, China
| | - Dan He
- Department of Neurology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China
| | - Dirong Dong
- Department of Gynecologic Oncology, Women and Children's Hospital Affiliated to Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China
| | - Lili Sun
- Department of Gynecologic Oncology, Women and Children's Hospital Affiliated to Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China
| | - Jiashuo Liu
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Ye Chen
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Yuyan Wang
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Zheying Huang
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Lifang Li
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Zhuang Jin
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Zhaoyue Huang
- Department of Gynecological Oncology, the First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510080, Guangdong, China
| | - Hongxian Xie
- Generulor Co., Ltd., Zhuhai 519000, Guangdong, China
| | - Tingting Zhao
- Generulor Co., Ltd., Zhuhai 519000, Guangdong, China
| | - Chaoyue Zhong
- Generulor Co., Ltd., Zhuhai 519000, Guangdong, China
| | - Yongfeng Hong
- Generulor Co., Ltd., Zhuhai 519000, Guangdong, China
| | - Zheng Hu
- Department of Gynecologic Oncology, Women and Children's Hospital Affiliated to Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China; Department of Radiation and Medical Oncology, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China; Hubei Key Laboratory of Tumor Biological Behaviors, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China; Hubei Cancer Clinical Study Center, Zhongnan Hospital of Wuhan University, Wuhan 430071, Hubei, China.
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40
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Dabiri H, Safarzadeh Kozani P, Habibi Anbouhi M, Mirzaee Godarzee M, Haddadi MH, Basiri M, Ziaei V, Sadeghizadeh M, Hajizadeh Saffar E. Site-specific transgene integration in chimeric antigen receptor (CAR) T cell therapies. Biomark Res 2023; 11:67. [PMID: 37403182 DOI: 10.1186/s40364-023-00509-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 06/09/2023] [Indexed: 07/06/2023] Open
Abstract
Chimeric antigen receptor (CAR) T cells and natural killer (NK) cells are genetically engineered immune cells that can detect target antigens on the surface of target cells and eliminate them following adoptive transfer. Recent progress in CAR-based therapies has led to outstanding clinical success in certain patients with leukemias and lymphomas and offered therapeutic benefits to those resistant to conventional therapies. The universal approach to stable CAR transgene delivery into the T/NK cells is the use of viral particles. Such approaches mediate semi-random transgene insertions spanning the entire genome with a high preference for integration into sites surrounding highly-expressed genes and active loci. Regardless of the variable CAR expression level based on the integration site of the CAR transgene, foreign integrated DNA fragments may affect the neighboring endogenous genes and chromatin structure and potentially change a transduced T/NK cell behavior and function or even favor cellular transformation. In contrast, site-specific integration of CAR constructs using recent genome-editing technologies could overcome the limitations and disadvantages of universal random gene integration. Herein, we explain random and site-specific integration of CAR transgenes in CAR-T/NK cell therapies. Also, we tend to summarize the methods for site-specific integration as well as the clinical outcomes of certain gene disruptions or enhancements due to CAR transgene integration. Also, the advantages and limitations of using site-specific integration methods are discussed in this review. Ultimately, we will introduce the genomic safe harbor (GSH) standards and suggest some appropriate safety prospects for CAR integration in CAR-T/NK cell therapies.
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Affiliation(s)
- Hamed Dabiri
- Department of Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Pooria Safarzadeh Kozani
- Department of Medical Biotechnology, Faculty of Medical Sciences, Tarbiat Modares University, Tehran, Iran
| | | | - Mohadeseh Mirzaee Godarzee
- Department of Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | | | - Mohsen Basiri
- Department of Stem Cells and Developmental Biology, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran
| | - Vahab Ziaei
- National Cell Bank of Iran, Pasteur Institute of Iran, Tehran, Iran
| | - Majid Sadeghizadeh
- Department of Genetics, Faculty of Biological Sciences, Tarbiat Modares University, Tehran, Iran
| | - Ensiyeh Hajizadeh Saffar
- Department of Regenerative Medicine, Cell Science Research Center, Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran.
- Advanced Therapy Medicinal Product Technology Development Center (ATMP-TDC), Royan Institute for Stem Cell Biology and Technology, ACECR, Tehran, Iran.
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Dabiri H, Safarzadeh Kozani P, Habibi Anbouhi M, Mirzaee Godarzee M, Haddadi MH, Basiri M, Ziaei V, Sadeghizadeh M, Hajizadeh Saffar E. Site-specific transgene integration in chimeric antigen receptor (CAR) T cell therapies. Biomark Res 2023; 11:67. [DOI: https:/doi.org/10.1186/s40364-023-00509-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 06/09/2023] [Indexed: 09/15/2023] Open
Abstract
AbstractChimeric antigen receptor (CAR) T cells and natural killer (NK) cells are genetically engineered immune cells that can detect target antigens on the surface of target cells and eliminate them following adoptive transfer. Recent progress in CAR-based therapies has led to outstanding clinical success in certain patients with leukemias and lymphomas and offered therapeutic benefits to those resistant to conventional therapies. The universal approach to stable CAR transgene delivery into the T/NK cells is the use of viral particles. Such approaches mediate semi-random transgene insertions spanning the entire genome with a high preference for integration into sites surrounding highly-expressed genes and active loci. Regardless of the variable CAR expression level based on the integration site of the CAR transgene, foreign integrated DNA fragments may affect the neighboring endogenous genes and chromatin structure and potentially change a transduced T/NK cell behavior and function or even favor cellular transformation. In contrast, site-specific integration of CAR constructs using recent genome-editing technologies could overcome the limitations and disadvantages of universal random gene integration. Herein, we explain random and site-specific integration of CAR transgenes in CAR-T/NK cell therapies. Also, we tend to summarize the methods for site-specific integration as well as the clinical outcomes of certain gene disruptions or enhancements due to CAR transgene integration. Also, the advantages and limitations of using site-specific integration methods are discussed in this review. Ultimately, we will introduce the genomic safe harbor (GSH) standards and suggest some appropriate safety prospects for CAR integration in CAR-T/NK cell therapies.
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42
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Nouri Nojadeh J, Bildiren Eryilmaz NS, Ergüder BI. CRISPR/Cas9 genome editing for neurodegenerative diseases. EXCLI JOURNAL 2023; 22:567-582. [PMID: 37636024 PMCID: PMC10450213 DOI: 10.17179/excli2023-6155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Subscribe] [Scholar Register] [Received: 05/06/2023] [Accepted: 06/29/2023] [Indexed: 08/29/2023]
Abstract
Gene therapy has emerged as a promising therapeutic strategy for various conditions, including blood disorders, ocular disease, cancer, and nervous system disorders. The advent of gene editing techniques has facilitated the ability of researchers to specifically target and modify the eukaryotic cell genome, making it a valuable tool for gene therapy. This can be performed through either in vivo or ex vivo approaches. Gene editing tools, such as zinc finger nucleases, transcription activator-like effector nucleases, and CRISPR-Cas-associated nucleases, can be employed for gene therapy purposes. Among these tools, CRISPR-Cas-based gene editing stands out because of its ability to introduce heritable genome changes by designing short guide RNAs. This review aims to provide an overview of CRISPR-Cas technology and summarizes the latest research on the application of CRISPR/Cas9 genome editing technology for the treatment of the most prevalent neurodegenerative diseases including Alzheimer's disease, Parkinson's disease, Huntington's disease, Amyotrophic lateral sclerosis, and Spinocerebellar ataxia.
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Affiliation(s)
- Jafar Nouri Nojadeh
- Ankara University Faculty of Medicine, Department of Medical Biochemistry, Ankara, Turkey
- The Graduate School of Health Sciences of Ankara University, Ankara, Turkey
| | | | - Berrin Imge Ergüder
- Ankara University Faculty of Medicine, Department of Medical Biochemistry, Ankara, Turkey
- The Graduate School of Health Sciences of Ankara University, Ankara, Turkey
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43
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Zheng Q, Duan Z, Zhang Y, Huang X, Xiong X, Zhang A, Chang K, Li Q. Conjugated Polymeric Materials in Biological Imaging and Cancer Therapy. Molecules 2023; 28:5091. [PMID: 37446753 DOI: 10.3390/molecules28135091] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 06/22/2023] [Accepted: 06/23/2023] [Indexed: 07/15/2023] Open
Abstract
Conjugated polymers (CPs) have attracted much attention in the fields of chemistry, medicine, life science, and material science. Researchers have carried out a series of innovative researches and have made significant research progress regarding the unique photochemical and photophysical properties of CPs, expanding the application range of polymers. CPs are polymers formed by the conjugation of multiple repeating light-emitting units. Through precise control of their structure, functional molecules with different properties can be obtained. Fluorescence probes with different absorption and emission wavelengths can be obtained by changing the main chain structure. By modifying the side chain structure with water-soluble groups or selective recognition molecules, electrostatic interaction or specific binding with specific targets can be achieved; subsequently, the purpose of selective recognition can be achieved. This article reviews the research work of CPs in cell imaging, tumor diagnosis, and treatment in recent years, summarizes the latest progress in the application of CPs in imaging, tumor diagnosis, and treatment, and discusses the future development direction of CPs in cell imaging, tumor diagnosis, and treatment.
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Affiliation(s)
- Qinbin Zheng
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
- College of Chemistry and Chemical Engineering, Linyi University, Linyi 276005, China
| | - Zhuli Duan
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
- College of Chemistry and Chemical Engineering, Linyi University, Linyi 276005, China
| | - Ying Zhang
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
- College of Chemistry and Chemical Engineering, Linyi University, Linyi 276005, China
| | - Xinqi Huang
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
- College of Chemistry and Chemical Engineering, Linyi University, Linyi 276005, China
| | - Xuefan Xiong
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
- College of Chemistry and Chemical Engineering, Linyi University, Linyi 276005, China
| | - Ang Zhang
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
| | - Kaiwen Chang
- Key Laboratory of Medical Molecular Probes, Department of Medical Chemistry, School of Basic Medical Sciences, Xinxiang Medical University, Xinxiang 453003, China
| | - Qiong Li
- Shandong Provincial Key Laboratory of Detection Technology for Tumor Markers, College of Medicine, Linyi University, Linyi 276005, China
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44
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Hillman T. The use of plant-derived exosome-like nanoparticles as a delivery system of CRISPR/Cas9-based therapeutics for editing long non-coding RNAs in cancer colon cells. Front Oncol 2023; 13:1194350. [PMID: 37388221 PMCID: PMC10301836 DOI: 10.3389/fonc.2023.1194350] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/16/2023] [Indexed: 07/01/2023] Open
Abstract
Colon cancer is one of the leading causes of cancer in the United States. Colon cancer develops from the many gene mutations found in the genomes of colon cancer cells. Long non-coding RNAs (lncRNAs) can cause the development and progression of many cancers, including colon cancer. LncRNAs have been and could be corrected through the gene-editing technology of the clustered repeats of the clustered regularly interspaced short palindromic repeats (CRISPR)-associated nuclease 9 (CRISPR/Cas9) system to reduce the proliferation of cancer cells in the colon. However, many current delivery systems for transporting CRISPR/Cas9-based therapeutics in vivo need more safety and efficiency. CRISPR/Cas9-based therapeutics require a safe and effective delivery system to more directly and specifically target cancer cells present in the colon. This review will present pertinent evidence for the increased efficiency and safety of using plant-derived exosome-like nanoparticles as nanocarriers for delivering CRISPR/Cas9-based therapeutics to target colon cancer cells directly.
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45
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Zhang F, Neik TX, Thomas WJW, Batley J. CRISPR-Based Genome Editing Tools: An Accelerator in Crop Breeding for a Changing Future. Int J Mol Sci 2023; 24:8623. [PMID: 37239967 PMCID: PMC10218198 DOI: 10.3390/ijms24108623] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/03/2023] [Accepted: 05/04/2023] [Indexed: 05/28/2023] Open
Abstract
Genome editing is an important strategy to maintain global food security and achieve sustainable agricultural development. Among all genome editing tools, CRISPR-Cas is currently the most prevalent and offers the most promise. In this review, we summarize the development of CRISPR-Cas systems, outline their classification and distinctive features, delineate their natural mechanisms in plant genome editing and exemplify the applications in plant research. Both classical and recently discovered CRISPR-Cas systems are included, detailing the class, type, structures and functions of each. We conclude by highlighting the challenges that come with CRISPR-Cas and offer suggestions on how to tackle them. We believe the gene editing toolbox will be greatly enriched, providing new avenues for a more efficient and precise breeding of climate-resilient crops.
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Affiliation(s)
- Fangning Zhang
- College of Life Sciences, Shandong Normal University, Jinan 250014, China
| | - Ting Xiang Neik
- School of Biosciences, University of Nottingham Malaysia, Semenyih 43500, Malaysia
| | - William J. W. Thomas
- School of Biological Sciences, University of Western Australia, Perth, WA 6009, Australia
| | - Jacqueline Batley
- School of Biological Sciences, Institute of Agriculture, University of Western Australia, Perth, WA 6009, Australia
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46
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Kong X, Zhang H, Li G, Wang Z, Kong X, Wang L, Xue M, Zhang W, Wang Y, Lin J, Zhou J, Shen X, Wei Y, Zhong N, Bai W, Yuan Y, Shi L, Zhou Y, Yang H. Engineered CRISPR-OsCas12f1 and RhCas12f1 with robust activities and expanded target range for genome editing. Nat Commun 2023; 14:2046. [PMID: 37041195 PMCID: PMC10090079 DOI: 10.1038/s41467-023-37829-7] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Accepted: 03/31/2023] [Indexed: 04/13/2023] Open
Abstract
The type V-F CRISPR-Cas12f system is a strong candidate for therapeutic applications due to the compact size of the Cas12f proteins. In this work, we identify six uncharacterized Cas12f1 proteins with nuclease activity in mammalian cells from assembled bacterial genomes. Among them, OsCas12f1 (433 aa) from Oscillibacter sp. and RhCas12f1 (415 aa) from Ruminiclostridium herbifermentans, which respectively target 5' T-rich Protospacer Adjacent Motifs (PAMs) and 5' C-rich PAMs, show the highest editing activity. Through protein and sgRNA engineering, we generate enhanced OsCas12f1 (enOsCas12f1) and enRhCas12f1 variants, with 5'-TTN and 5'-CCD (D = not C) PAMs respectively, exhibiting much higher editing efficiency and broader PAMs, compared with the engineered variant Un1Cas12f1 (Un1Cas12f1_ge4.1). Furthermore, by fusing the destabilized domain with enOsCas12f1, we generate inducible-enOsCas12f1 and demonstate its activity in vivo by single adeno-associated virus delivery. Finally, dead enOsCas12f1-based epigenetic editing and gene activation can also be achieved in mammalian cells. This study thus provides compact gene editing tools for basic research with remarkable promise for therapeutic applications.
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Affiliation(s)
- Xiangfeng Kong
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Hainan Zhang
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Guoling Li
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Zikang Wang
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Xuqiang Kong
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Lecong Wang
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Mingxing Xue
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Weihong Zhang
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Yao Wang
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Jiajia Lin
- Department of Neurology, First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Jingxing Zhou
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Xiaowen Shen
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Yinghui Wei
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Na Zhong
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Weiya Bai
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Yuan Yuan
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Linyu Shi
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China
| | - Yingsi Zhou
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China.
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China.
| | - Hui Yang
- HUIEDIT Therapeutics Co., Ltd., Shanghai, 200131, China.
- HUIDAGENE Therapeutics Co., Ltd., Shanghai, 200131, China.
- Institute of Neuroscience, State Key Laboratory of Neuroscience, Key Laboratory of Primate Neurobiology, Center for Excellence in Brain Science and Intelligence Technology, Chinese Academy of Sciences, Shanghai, 200031, China.
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Allemailem KS, Almatroodi SA, Almatroudi A, Alrumaihi F, Al Abdulmonem W, Al-Megrin WAI, Aljamaan AN, Rahmani AH, Khan AA. Recent Advances in Genome-Editing Technology with CRISPR/Cas9 Variants and Stimuli-Responsive Targeting Approaches within Tumor Cells: A Future Perspective of Cancer Management. Int J Mol Sci 2023; 24:7052. [PMID: 37108214 PMCID: PMC10139162 DOI: 10.3390/ijms24087052] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 04/06/2023] [Accepted: 04/09/2023] [Indexed: 04/29/2023] Open
Abstract
The innovative advances in transforming clustered regularly interspaced short palindromic repeats-associated protein 9 (CRISPR/Cas9) into different variants have taken the art of genome-editing specificity to new heights. Allosteric modulation of Cas9-targeting specificity by sgRNA sequence alterations and protospacer adjacent motif (PAM) modifications have been a good lesson to learn about specificity and activity scores in different Cas9 variants. Some of the high-fidelity Cas9 variants have been ranked as Sniper-Cas9, eSpCas9 (1.1), SpCas9-HF1, HypaCas9, xCas9, and evoCas9. However, the selection of an ideal Cas9 variant for a given target sequence remains a challenging task. A safe and efficient delivery system for the CRISPR/Cas9 complex at tumor target sites faces considerable challenges, and nanotechnology-based stimuli-responsive delivery approaches have significantly contributed to cancer management. Recent innovations in nanoformulation design, such as pH, glutathione (GSH), photo, thermal, and magnetic responsive systems, have modernized the art of CRISPR/Cas9 delivery approaches. These nanoformulations possess enhanced cellular internalization, endosomal membrane disruption/bypass, and controlled release. In this review, we aim to elaborate on different CRISPR/Cas9 variants and advances in stimuli-responsive nanoformulations for the specific delivery of this endonuclease system. Furthermore, the critical constraints of this endonuclease system on clinical translations towards the management of cancer and prospects are described.
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Affiliation(s)
- Khaled S. Allemailem
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
| | - Saleh A. Almatroodi
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
| | - Ahmad Almatroudi
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
| | - Faris Alrumaihi
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
| | - Waleed Al Abdulmonem
- Department of Pathology, College of Medicine, Qassim University, Buraydah 51452, Saudi Arabia
| | - Wafa Abdullah I. Al-Megrin
- Department of Biology, College of Science, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh 11671, Saudi Arabia
| | | | - Arshad Husain Rahmani
- Department of Medical Laboratories, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
| | - Amjad Ali Khan
- Department of Basic Health Sciences, College of Applied Medical Sciences, Qassim University, Buraydah 51452, Saudi Arabia
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48
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Bhokisham N, Laudermilch E, Traeger LL, Bonilla TD, Ruiz-Estevez M, Becker JR. CRISPR-Cas System: The Current and Emerging Translational Landscape. Cells 2023; 12:cells12081103. [PMID: 37190012 DOI: 10.3390/cells12081103] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Revised: 04/03/2023] [Accepted: 04/04/2023] [Indexed: 05/17/2023] Open
Abstract
CRISPR-Cas technology has rapidly changed life science research and human medicine. The ability to add, remove, or edit human DNA sequences has transformative potential for treating congenital and acquired human diseases. The timely maturation of the cell and gene therapy ecosystem and its seamless integration with CRISPR-Cas technologies has enabled the development of therapies that could potentially cure not only monogenic diseases such as sickle cell anemia and muscular dystrophy, but also complex heterogenous diseases such as cancer and diabetes. Here, we review the current landscape of clinical trials involving the use of various CRISPR-Cas systems as therapeutics for human diseases, discuss challenges, and explore new CRISPR-Cas-based tools such as base editing, prime editing, CRISPR-based transcriptional regulation, CRISPR-based epigenome editing, and RNA editing, each promising new functionality and broadening therapeutic potential. Finally, we discuss how the CRISPR-Cas system is being used to understand the biology of human diseases through the generation of large animal disease models used for preclinical testing of emerging therapeutics.
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Affiliation(s)
| | - Ethan Laudermilch
- Corporate Research Material Labs, 3M Center, 3M Company, Maplewood, MN 55144, USA
| | - Lindsay L Traeger
- Corporate Research Material Labs, 3M Center, 3M Company, Maplewood, MN 55144, USA
| | - Tonya D Bonilla
- Corporate Research Material Labs, 3M Center, 3M Company, Maplewood, MN 55144, USA
| | | | - Jordan R Becker
- Corporate Research Material Labs, 3M Center, 3M Company, Maplewood, MN 55144, USA
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49
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Bae SY, Bergom HE, Day A, Greene JT, Sychev ZE, Larson G, Corey E, Plymate SR, Freedman TS, Hwang JH, Drake JM. ZBTB7A as a novel vulnerability in neuroendocrine prostate cancer. Front Endocrinol (Lausanne) 2023; 14:1093332. [PMID: 37065756 PMCID: PMC10090553 DOI: 10.3389/fendo.2023.1093332] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 02/08/2023] [Indexed: 03/31/2023] Open
Abstract
Neuroendocrine prostate cancer (NEPC) is a highly aggressive subtype of prostate cancer. NEPC is characterized by the loss of androgen receptor (AR) signaling and transdifferentiation toward small-cell neuroendocrine (SCN) phenotypes, which results in resistance to AR-targeted therapy. NEPC resembles other SCN carcinomas clinically, histologically and in gene expression. Here, we leveraged SCN phenotype scores of various cancer cell lines and gene depletion screens from the Cancer Dependency Map (DepMap) to identify vulnerabilities in NEPC. We discovered ZBTB7A, a transcription factor, as a candidate promoting the progression of NEPC. Cancer cells with high SCN phenotype scores showed a strong dependency on RET kinase activity with a high correlation between RET and ZBTB7A dependencies in these cells. Utilizing informatic modeling of whole transcriptome sequencing data from patient samples, we identified distinct gene networking patterns of ZBTB7A in NEPC versus prostate adenocarcinoma. Specifically, we observed a robust association of ZBTB7A with genes promoting cell cycle progression, including apoptosis regulating genes. Silencing ZBTB7A in a NEPC cell line confirmed the dependency on ZBTB7A for cell growth via suppression of the G1/S transition in the cell cycle and induction of apoptosis. Collectively, our results highlight the oncogenic function of ZBTB7A in NEPC and emphasize the value of ZBTB7A as a promising therapeutic strategy for targeting NEPC tumors.
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Affiliation(s)
- Song Yi Bae
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
| | - Hannah E. Bergom
- Department of Medicine, University of Minnesota-Twin Cities, Minneapolis, MN, United States
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, United States
| | - Abderrahman Day
- Department of Medicine, University of Minnesota-Twin Cities, Minneapolis, MN, United States
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, United States
- Institute for Health Informatics, University of Minnesota, Minneapolis, MN, United States
| | - Joseph T. Greene
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
| | - Zoi E. Sychev
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
| | - Gabrianne Larson
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
| | - Eva Corey
- Department of Urology, University of Washington, Seattle, WA, United States
| | - Stephen R. Plymate
- Department of Medicine, Division of Gerontology and Geriatric Medicine, University of Washington, Seattle, WA, United States
- Geriatric Research, Education, and Clinical Center, Veterans Affairs (VA) Puget Sound Health Care System, Seattle, WA, United States
| | - Tanya S. Freedman
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
- Masonic Cancer Center, University of Minnesota-Twin Cities, Minneapolis, MN, United States
- Center for Immunology, University of Minnesota, Minneapolis, MN, United States
| | - Justin H. Hwang
- Department of Medicine, University of Minnesota-Twin Cities, Minneapolis, MN, United States
- Division of Hematology, Oncology and Transplantation, University of Minnesota, Minneapolis, MN, United States
- Department of Urology, University of Washington, Seattle, WA, United States
| | - Justin M. Drake
- Department of Pharmacology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
- Department of Urology, University of Washington, Seattle, WA, United States
- Department of Urology, University of Minnesota-Twin Cities, Minneapolis, MN, United States
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50
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Sreekanth V, Jan M, Zhao KT, Lim D, Davis JR, McConkey M, Kovalcik V, Barkal S, Law BK, Fife J, Tian R, Vinyard ME, Becerra B, Kampmann M, Sherwood RI, Pinello L, Liu DR, Ebert BL, Choudhary A. A molecular glue approach to control the half-life of CRISPR-based technologies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.12.531757. [PMID: 36945568 PMCID: PMC10028966 DOI: 10.1101/2023.03.12.531757] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/14/2023]
Abstract
Cas9 is a programmable nuclease that has furnished transformative technologies, including base editors and transcription modulators (e.g., CRISPRi/a), but several applications of these technologies, including therapeutics, mandatorily require precision control of their half-life. For example, such control can help avert any potential immunological and adverse events in clinical trials. Current genome editing technologies to control the half-life of Cas9 are slow, have lower activity, involve fusion of large response elements (> 230 amino acids), utilize expensive controllers with poor pharmacological attributes, and cannot be implemented in vivo on several CRISPR-based technologies. We report a general platform for half-life control using the molecular glue, pomalidomide, that binds to a ubiquitin ligase complex and a response-element bearing CRISPR-based technology, thereby causing the latter's rapid ubiquitination and degradation. Using pomalidomide, we were able to control the half-life of large CRISPR-based technologies (e.g., base editors, CRISPRi) and small anti-CRISPRs that inhibit such technologies, allowing us to build the first examples of on-switch for base editors. The ability to switch on, fine-tune and switch-off CRISPR-based technologies with pomalidomide allowed complete control over their activity, specificity, and genome editing outcome. Importantly, the miniature size of the response element and favorable pharmacological attributes of the drug pomalidomide allowed control of activity of base editor in vivo using AAV as the delivery vehicle. These studies provide methods and reagents to precisely control the dosage and half-life of CRISPR-based technologies, propelling their therapeutic development.
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Affiliation(s)
- Vedagopuram Sreekanth
- Chemical Biology and Therapeutics Science Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Divisions of Renal Medicine and Engineering, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Max Jan
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Kevin T. Zhao
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Harvard University, Cambridge, MA, USA
| | - Donghyun Lim
- Chemical Biology and Therapeutics Science Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Divisions of Renal Medicine and Engineering, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Jessie R. Davis
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Harvard University, Cambridge, MA, USA
| | - Marie McConkey
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Veronica Kovalcik
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Sam Barkal
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Benjamin K. Law
- Chemical Biology and Therapeutics Science Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Divisions of Renal Medicine and Engineering, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - James Fife
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
| | - Ruilin Tian
- Institute for Neurodegenerative Diseases, Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA 94158, USA
- Chan-Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Michael E. Vinyard
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Molecular Pathology Unit, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Basheer Becerra
- Molecular Pathology Unit, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Martin Kampmann
- Institute for Neurodegenerative Diseases, Department of Biochemistry and Biophysics, University of California, San Francisco, San Francisco, CA 94158, USA
- Chan-Zuckerberg Biohub, San Francisco, CA 94158, USA
| | - Richard I. Sherwood
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
- Division of Genetics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Hubrecht Institute for Developmental Biology and Stem Cell Research, Royal Netherlands Academy of Arts and Sciences (KNAW), Utrecht, The Netherlands
| | - Luca Pinello
- Molecular Pathology Unit, Massachusetts General Hospital, Charlestown, MA, USA
- Department of Pathology, Harvard Medical School, Boston, MA, USA
- Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - David R. Liu
- Merkin Institute of Transformative Technologies in Healthcare, Broad Institute of Harvard and MIT, Cambridge, MA, USA
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
- Howard Hughes Medical Institute, Harvard University, Cambridge, MA, USA
| | - Benjamin L. Ebert
- Broad Institute of Harvard and MIT, Cambridge, MA 02142, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA 02215, USA
- Howard Hughes Medical Institute, Dana-Farber Cancer Institute, Boston, MA 02215, USA
| | - Amit Choudhary
- Chemical Biology and Therapeutics Science Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA
- Divisions of Renal Medicine and Engineering, Brigham and Women’s Hospital, Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
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