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Bie Y, Zhang J, Chen J, Zhang Y, Huang M, Zhang L, Zhou X, Qiu Y. Design of antiviral AGO2-dependent short hairpin RNAs. Virol Sin 2024; 39:645-654. [PMID: 38734183 PMCID: PMC11401469 DOI: 10.1016/j.virs.2024.05.001] [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: 03/11/2024] [Accepted: 05/06/2024] [Indexed: 05/13/2024] Open
Abstract
The increasing emergence and re-emergence of RNA virus outbreaks underlines the urgent need to develop effective antivirals. RNA interference (RNAi) is a sequence-specific gene silencing mechanism that is triggered by small interfering RNAs (siRNAs) or short hairpin RNAs (shRNAs), which exhibits significant promise for antiviral therapy. AGO2-dependent shRNA (agshRNA) generates a single-stranded guide RNA and presents significant advantages over traditional siRNA and shRNA. In this study, we applied a logistic regression algorithm to a previously published chemically siRNA efficacy dataset and built a machine learning-based model with high predictive power. Using this model, we designed siRNA sequences targeting diverse RNA viruses, including human enterovirus A71 (EV71), Zika virus (ZIKV), dengue virus 2 (DENV2), mouse hepatitis virus (MHV) and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), and transformed them into agshRNAs. We validated the performance of our agshRNA design by evaluating antiviral efficacies of agshRNAs in cells infected with different viruses. Using the agshRNA targeting EV71 as an example, we showed that the anti-EV71 effect of agshRNA was more potent compared with the corresponding siRNA and shRNA. Moreover, the antiviral effect of agshRNA is dependent on AGO2-processed guide RNA, which can load into the RNA-induced silencing complex (RISC). We also confirmed the antiviral effect of agshRNA in vivo. Together, this work develops a novel antiviral strategy that combines machine learning-based algorithm with agshRNA design to custom design antiviral agshRNAs with high efficiency.
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Affiliation(s)
- Yuanyuan Bie
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Jieling Zhang
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China
| | - Jiyao Chen
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China
| | - Yumin Zhang
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China
| | - Muhan Huang
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China
| | - Leike Zhang
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xi Zhou
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; University of Chinese Academy of Sciences, Beijing 100049, China; School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China.
| | - Yang Qiu
- Key Laboratory of Virology and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; State Key Laboratory of Virology, Wuhan Institute of Virology, Chinese Academy of Sciences, Wuhan 430071, China; University of Chinese Academy of Sciences, Beijing 100049, China; School of Life Sciences, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230027, China.
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2
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Alsing S, Doktor TK, Askou AL, Jensen EG, Ahmadov U, Kristensen LS, Andresen BS, Aagaard L, Corydon TJ. VEGFA-targeting miR-agshRNAs combine efficacy with specificity and safety for retinal gene therapy. MOLECULAR THERAPY - NUCLEIC ACIDS 2022; 28:58-76. [PMID: 35356684 PMCID: PMC8933642 DOI: 10.1016/j.omtn.2022.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 02/25/2022] [Indexed: 11/09/2022]
Abstract
Retinal gene therapy using RNA interference (RNAi) to silence targeted genes requires both efficacy and safety. Short hairpin RNAs (shRNAs) are useful for RNAi, but high expression levels and activity from the co-delivered passenger strand may cause undesirable cellular responses. Ago2-dependent shRNAs (agshRNAs) produce no passenger strand activity. To enhance efficacy and to investigate improvements in safety, we have generated VEGFA-targeting agshRNAs and microRNA (miRNA)-embedded agshRNAs (miR-agshRNAs) and inserted these RNAi effectors in Pol II/III-driven expression cassettes and lentiviral vectors (LVs). Compared with corresponding shRNAs, agshRNAs and miR-agshRNAs increased specificity and safety, while retaining a high knockdown efficacy and abolishing passenger strand activity. The agshRNAs also caused significantly smaller reductions in cell viability and reduced competition with the processing of endogenous miR21 compared with their shRNA counterparts. RNA sequencing (RNA-seq) analysis of LV-transduced ARPE19 cells revealed that expression of shRNAs in general leads to more changes in gene expression levels compared with their agshRNA counterparts and activation of immune-related pathways. In mice, subretinal delivery of LVs encoding tissue-specific miR-agshRNAs resulted in retinal pigment epithelium (RPE)-restricted expression and significant knockdown of Vegfa in transduced RPE cells. Collectively, our data suggest that agshRNAs and miR-agshRNA possess important advantages over shRNAs, thereby posing a clinically relevant approach with respect to efficacy, specificity, and safety.
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3
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Peng Y, Huang X, Huang T, Du F, Cui X, Tang Z. Combining protein and RNA quantification to evaluate promoter activity by using dual-color fluorescent reporting systems. Biosci Rep 2021; 41:BSR20211525. [PMID: 34467968 PMCID: PMC8433482 DOI: 10.1042/bsr20211525] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 12/28/2022] Open
Abstract
Herein, Broccoli/mCherry and an EGFP/mCherry dual-color fluorescent reporting systems have been established to quantify the promoter activity at transcription and translation levels in eukaryotic cells. Based on those systems, four commonly used promoters (CMV and SV40 of Pol II and U6, H1 of Pol III) were accurately evaluated at both the transcriptional and translational levels by combining accurate protein and RNA quantification. Furthermore, we verified that Pol III promoters can induce proteins expression, and Pol II promoter can be applied to express RNA molecules with defined length by combining a self-cleaving ribozyme and an artificial poly(A) tail. The dual-color fluorescence reporting systems described here could play a significant role in evaluating other gene expression regulators for gene therapy.
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Affiliation(s)
- Yan Peng
- Natural Products Research Center, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan 610041, P.R. China
- Savaid Medical School, University of Chinese Academy of Sciences, Beijing 100049, P.R. China
| | - Xin Huang
- Natural Products Research Center, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan 610041, P.R. China
| | - Tianfang Huang
- Natural Products Research Center, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan 610041, P.R. China
| | - Feng Du
- Natural Products Research Center, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan 610041, P.R. China
| | - Xin Cui
- Natural Products Research Center, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan 610041, P.R. China
| | - Zhuo Tang
- Natural Products Research Center, Chengdu Institute of Biology, Chinese Academy of Sciences, Chengdu, Sichuan 610041, P.R. China
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4
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Herrera-Carrillo E, Gao Z, Berkhout B. CRISPR therapy towards an HIV cure. Brief Funct Genomics 2021; 19:201-208. [PMID: 31711197 DOI: 10.1093/bfgp/elz021] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 08/19/2019] [Accepted: 08/21/2019] [Indexed: 12/11/2022] Open
Abstract
Tools based on RNA interference (RNAi) and the recently developed clustered regularly short palindromic repeats (CRISPR) system enable the selective modification of gene expression, which also makes them attractive therapeutic reagents for combating HIV infection and other infectious diseases. Several parallels can be drawn between the RNAi and CRISPR-Cas9 platforms. An ideal RNAi or CRISPR-Cas9 therapeutic strategy for treating infectious or genetic diseases should exhibit potency, high specificity and safety. However, therapeutic applications of RNAi and CRISPR-Cas9 have been challenged by several major limitations, some of which can be overcome by optimal design of the therapy or the design of improved reagents. In this review, we will discuss some advantages and limitations of anti-HIV strategies based on RNAi and CRISPR-Cas9 with a focus on the efficiency, specificity, off-target effects and delivery methods.
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Affiliation(s)
- Elena Herrera-Carrillo
- Department of Medical Microbiology Laboratory of Experimental Virology Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Zongliang Gao
- Department of Medical Microbiology Laboratory of Experimental Virology Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, the Netherlands
| | - Ben Berkhout
- Department of Medical Microbiology Laboratory of Experimental Virology Amsterdam UMC, AMC, University of Amsterdam, Amsterdam, the Netherlands.,Department of Life and Environmental Sciences, University of Cagliari, Cagliari, Italy
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5
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Berkhout B, Herrera-Carrillo E. Design and Evaluation of AgoshRNAs with 3'-Terminal HDV Ribozymes to Enhance the Silencing Activity. Methods Mol Biol 2021; 2167:225-252. [PMID: 32712923 DOI: 10.1007/978-1-0716-0716-9_13] [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: 10/23/2022]
Abstract
Since the first application of RNA interference (RNAi) in mammalian cells, the expression of short hairpin RNA (shRNA) molecules for targeted gene silencing has become a benchmark technology. Plasmid and viral vector systems can be used to express shRNA precursor transcripts that are processed by the cellular RNAi pathway to trigger sequence-specific gene knockdown. Intensive RNAi investigations documented that only a small percentage of computationally predicted target sequences can be used for efficient gene silencing, in part because not all shRNA designs are active. Many factors influence the shRNA activity and guidelines for optimal shRNA design have been proposed. We recently described an alternatively processed shRNA molecule termed AgoshRNA with a ~18 base pairs (bp) stem and a 3-5 nucleotides (nt) loop. This molecule is alternatively processed by the Argonaute (Ago) protein into a single guide RNA strand that efficiently induces the RNAi mechanism. The design rules proposed for regular shRNAs do not apply to AgoshRNA molecules and therefore new rules had to be defined. We optimized the AgoshRNA design and managed to create a set of active AgoshRNAs targeted against the human immunodeficiency virus (HIV). In an attempt to enhance the silencing activity of the AgoshRNA molecules, we included the hepatitis delta virus (HDV) ribozyme at the 3' terminus, which generates a uniform 3' end instead of a 3' U-tail of variable length. We evaluated the impact of this 3'-end modification on AgoshRNA processing and its gene silencing activity and we demonstrate that this novel AgoshRNA-HDV design exhibits enhanced antiviral activity.
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Affiliation(s)
- Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
| | - Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands.
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6
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Jebelli A, Baradaran B, Mosafer J, Baghbanzadeh A, Mokhtarzadeh A, Tayebi L. Recent developments in targeting genes and pathways by RNAi-based approaches in colorectal cancer. Med Res Rev 2020; 41:395-434. [PMID: 32990372 DOI: 10.1002/med.21735] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Revised: 08/16/2020] [Accepted: 09/16/2020] [Indexed: 12/18/2022]
Abstract
A wide spectrum of genetic and epigenetic variations together with environmental factors has made colorectal cancer (CRC), which involves the colon and rectum, a challenging and heterogeneous cancer. CRC cannot be effectively overcomed by common conventional therapies including surgery, chemotherapy, targeted therapy, and hormone replacement which highlights the need for a rational design of novel anticancer therapy. Accumulating evidence indicates that RNA interference (RNAi) could be an important avenue to generate great therapeutic efficacy for CRC by targeting genes that are responsible for the viability, cell cycle, proliferation, apoptosis, differentiation, metastasis, and invasion of CRC cells. In this review, we underline the documented benefits of small interfering RNAs and short hairpin RNAs to target genes and signaling pathways related to CRC tumorigenesis. We address the synergistic effects of RNAi-mediated gene knockdown and inhibitors/chemotherapy agents to increase the sensitivity of CRC cells to common therapies. Finally, this review points new delivery systems/materials for improving the cellular uptake efficiency and reducing off-target effects of RNAi.
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Affiliation(s)
- Asiyeh Jebelli
- Department of Biological Science, Faculty of Basic Science, Higher Education Institute of Rab-Rashid, Tabriz, Iran
| | - Behzad Baradaran
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Jafar Mosafer
- Research Center of Advanced Technologies in Medicine, Torbat Heydariyeh University of Medical Sciences, Torbat Heydariyeh, Iran
| | - Amir Baghbanzadeh
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ahad Mokhtarzadeh
- Immunology Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Lobat Tayebi
- Marquette University School of Dentistry, Milwaukee, Wisconsin, USA
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7
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Sheng P, Flood KA, Xie M. Short Hairpin RNAs for Strand-Specific Small Interfering RNA Production. Front Bioeng Biotechnol 2020; 8:940. [PMID: 32850763 PMCID: PMC7427337 DOI: 10.3389/fbioe.2020.00940] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 07/21/2020] [Indexed: 12/20/2022] Open
Abstract
RNA interference (RNAi) is an effective mechanism for inhibiting gene expression at the post-transcriptional level. Expression of a messenger RNA (mRNA) can be inhibited by a ∼22-nucleotide (nt) small interfering (si)RNA with the corresponding reverse complementary sequence. Typically, a duplex of siRNA, composed of the desired siRNA and a passenger strand, is processed from a short hairpin RNA (shRNA) precursor by Dicer. Subsequently, one strand of the siRNA duplex is associated with Argonaute (Ago) protein for RNAi. Although RNAi is widely used, the off-target effect induced by the passenger strand remains a potential problem. Here, based on current understanding of endogenous precursor microRNA (pre-miRNA) hairpins, called Ago-shRNA and m7G-capped pre-miRNA, we discuss the principles of shRNA designs that produce a single siRNA from one strand of the hairpin.
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Affiliation(s)
- Peike Sheng
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, United States.,UF Health Cancer Center, University of Florida, Gainesville, FL, United States
| | - Krystal A Flood
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, United States.,UF Health Cancer Center, University of Florida, Gainesville, FL, United States
| | - Mingyi Xie
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL, United States.,UF Health Cancer Center, University of Florida, Gainesville, FL, United States.,UF Genetics Institute, University of Florida, Gainesville, FL, United States
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8
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Hentzschel F, Mitesser V, Fraschka SAK, Krzikalla D, Carrillo EH, Berkhout B, Bártfai R, Mueller AK, Grimm D. Gene knockdown in malaria parasites via non-canonical RNAi. Nucleic Acids Res 2020; 48:e2. [PMID: 31680162 PMCID: PMC7145648 DOI: 10.1093/nar/gkz927] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2019] [Revised: 10/01/2019] [Accepted: 10/07/2019] [Indexed: 12/13/2022] Open
Abstract
The lack of endogenous RNAi machinery in the malaria parasite Plasmodium hampers gene annotation and hence antimalarial drug and vaccine development. Here, we engineered rodent Plasmodium berghei to express a minimal, non-canonical RNAi machinery that solely requires Argonaute 2 (Ago2) and a modified short hairpin RNA, so-called AgoshRNA. Using this strategy, we achieved robust and specific gene knockdown throughout the entire parasite life cycle. We also successfully silenced the endogenous gene perforin-like protein 2, phenocopying a full gene knockout. Transcriptionally restricting Ago2 expression to the liver stage further enabled us to perform a stage-specific gene knockout. The RNAi-competent Plasmodium lines reported here will be a valuable resource for loss-of-function phenotyping of the many uncharacterized genes of Plasmodium in low or high throughput, without the need to engineer the target gene locus. Thereby, our new strategy and transgenic Plasmodium lines will ultimately benefit the discovery of urgently needed antimalarial drug and vaccine candidates. Generally, the ability to render RNAi-negative organisms RNAi-competent by mere introduction of two components, Ago2 and AgoshRNA, is a unique paradigm that should find broad applicability in other species.
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Affiliation(s)
- Franziska Hentzschel
- Heidelberg University Hospital, Center for Infectious Diseases / Parasitology, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany.,Heidelberg University Hospital, Center for Infectious Diseases / Virology, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany.,BioQuant Center, Heidelberg University, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
| | - Vera Mitesser
- Heidelberg University Hospital, Center for Infectious Diseases / Parasitology, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany.,Heidelberg University Hospital, Center for Infectious Diseases / Virology, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany.,BioQuant Center, Heidelberg University, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
| | | | - Daria Krzikalla
- Heidelberg University Hospital, Center for Infectious Diseases / Parasitology, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany.,Heidelberg University Hospital, Center for Infectious Diseases / Virology, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany.,BioQuant Center, Heidelberg University, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany
| | - Elena Herrera Carrillo
- Amsterdam UMC, University of Amsterdam, Department of Medical Microbiology, Meibergdreef 15, K3-110, 1105 AZ Amsterdam, The Netherlands
| | - Ben Berkhout
- Amsterdam UMC, University of Amsterdam, Department of Medical Microbiology, Meibergdreef 15, K3-110, 1105 AZ Amsterdam, The Netherlands
| | - Richárd Bártfai
- Radboud University, Dept. of Molecular Biology, Geert Grooteplein 28, 6525 GA Nijmegen, The Netherlands
| | - Ann-Kristin Mueller
- Heidelberg University Hospital, Center for Infectious Diseases / Parasitology, Im Neuenheimer Feld 324, 69120 Heidelberg, Germany.,German Center for Infection Research (DZIF), partner site Heidelberg
| | - Dirk Grimm
- Heidelberg University Hospital, Center for Infectious Diseases / Virology, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany.,BioQuant Center, Heidelberg University, Im Neuenheimer Feld 267, 69120 Heidelberg, Germany.,German Center for Infection Research (DZIF), partner site Heidelberg.,German Center for Cardiovascular Research (DZHK), partner site Heidelberg
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9
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Ren X, Linehan MM, Iwasaki A, Pyle AM. RIG-I Recognition of RNA Targets: The Influence of Terminal Base Pair Sequence and Overhangs on Affinity and Signaling. Cell Rep 2019; 29:3807-3815.e3. [PMID: 31851914 DOI: 10.1016/j.celrep.2019.11.052] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2019] [Revised: 09/24/2019] [Accepted: 11/13/2019] [Indexed: 12/25/2022] Open
Abstract
Within the complex environment of the human cell, the RIG-I innate immune receptor must detect the presence of double-stranded viral RNA molecules and differentiate them from a diversity of host RNA molecules. In an ongoing effort to understand the molecular basis for RIG-I target specificity, here, we evaluate the ability of this sensor to respond to triphosphorylated, double-stranded RNA molecules that contain all possible terminal base pairs and common mismatches. In addition, we test the response to duplexes with various types of 5' and 3' overhangs. We conducted quantitative measurements of RNA ligand affinity, then tested RNA variants for their ability to stimulate the RIG-I-dependent interferon response in cells and in whole animals. The resulting data provide insights into the design of RNA therapeutics that prevent RIG-I activation, and they provide valuable insights into the mechanisms of evasion by deadly pathogens such as the Ebola and Marburg viruses.
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Affiliation(s)
- Xiaoming Ren
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
| | - Melissa M Linehan
- Department of Immunobiology, Yale University, New Haven, CT 06520, USA
| | - Akiko Iwasaki
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA; Department of Immunobiology, Yale University, New Haven, CT 06520, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA.
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10
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Gao Z, Berkhout B, Herrera-Carrillo E. Boosting AgoshRNA activity by optimized 5'-terminal nucleotide selection. RNA Biol 2019; 16:890-898. [PMID: 30991896 PMCID: PMC6546398 DOI: 10.1080/15476286.2019.1599259] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
RNA interference (RNAi) can be triggered by synthetic small interfering RNAs (siRNAs) or transgene-expressed short hairpin RNAs (shRNAs). Recent evidence indicates that shRNA molecules, with a relatively short stem and small loop, are processed by Argonaute 2 protein (Ago2). We named these molecules AgoshRNA as Ago2 is involved in both the processing and the subsequent mRNA-silencing reaction. This alternative processing route yields only a single guide strand, which thus avoids potential off-target effects induced by the passenger strand of a regular shRNA. We recently described that the introduction of a 5ʹ-terminal purine (A or G) and a mismatch at the bottom of the hairpin enhances the AgoshRNA activity. The critical 5ʹ-terminal nucleotide (nt) represents the +1 position of the transcriptional promoter, which influences the transcriptional efficiency and initiation accuracy as demonstrated for the H1 RNA polymerase (Pol) III promoter. These findings highlight the necessity of considering Pol III requirements in the design of optimized AgoshRNA cassettes. In this study, we report the design and expression of potent AgoshRNAs by two other popular Pol III promoters: U6 and 7SK, which were recently reported to have a distinct transcription profile compared to the H1 promoter. We propose general rules for the design and expression of potent AgoshRNA molecules using Pol III cassettes, which should augment the application of novel AgoshRNA reagents for basic research and therapeutic purposes.
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Affiliation(s)
- Zongliang Gao
- a Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC , University of Amsterdam , Amsterdam , the Netherlands
| | - Ben Berkhout
- a Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC , University of Amsterdam , Amsterdam , the Netherlands
| | - Elena Herrera-Carrillo
- a Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC , University of Amsterdam , Amsterdam , the Netherlands
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11
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Herrera-Carrillo E, Gao Z, Berkhout B. Influence of a 3' Terminal Ribozyme on AgoshRNA Biogenesis and Activity. MOLECULAR THERAPY-NUCLEIC ACIDS 2019; 16:452-462. [PMID: 31048184 PMCID: PMC6488825 DOI: 10.1016/j.omtn.2019.04.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 04/03/2019] [Accepted: 04/03/2019] [Indexed: 12/11/2022]
Abstract
Short hairpin RNAs (shRNAs) can induce gene silencing via the RNA interference (RNAi) mechanism. We designed an alternative shRNA molecule with a relatively short base-paired stem that bypasses Dicer and instead is processed by the Argonaute 2 (Ago2) protein into a single guide RNA strand that effectively induces RNAi. We called these molecules AgoshRNAs. Active anti-HIV AgoshRNAs were developed, but their RNAi activity was generally reduced compared with the matching shRNAs. In an attempt to further optimize the AgoshRNA design, we inserted several self-cleaving ribozymes at the 3′ terminus of the transcribed AgoshRNA and evaluated the impact on AgoshRNA processing and activity. The hepatitis delta virus (HDV) ribozyme is efficiently removed from the transcribed AgoshRNAs and generates a uniform 3′ overhang, which translates into the enhanced antiviral activity of these molecules.
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Affiliation(s)
- Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Meibergdreef 15, 1105 AZ Amsterdam, the Netherlands
| | - Zongliang Gao
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Meibergdreef 15, 1105 AZ Amsterdam, the Netherlands
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Amsterdam UMC, University of Amsterdam, Meibergdreef 15, 1105 AZ Amsterdam, the Netherlands.
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12
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Kaadt E, Alsing S, Cecchi CR, Damgaard CK, Corydon TJ, Aagaard L. Efficient Knockdown and Lack of Passenger Strand Activity by Dicer-Independent shRNAs Expressed from Pol II-Driven MicroRNA Scaffolds. MOLECULAR THERAPY-NUCLEIC ACIDS 2018; 14:318-328. [PMID: 30654192 PMCID: PMC6348697 DOI: 10.1016/j.omtn.2018.11.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/12/2018] [Revised: 11/21/2018] [Accepted: 11/21/2018] [Indexed: 12/21/2022]
Abstract
The expression of short hairpin RNAs (shRNAs) may result in unwanted activity from the co-processed passenger strand. Recent studies have shown that shortening the stem of conventional shRNAs abolishes passenger strand release. These Dicer-independent shRNAs, expressed from RNA polymerase III (Pol III) promoters, rely on Ago2 processing in resemblance to miR-451. Using strand-specific reporters, we tested two designs, and our results support the loss of passenger strand activity. We demonstrate that artificial primary microRNA (pri-miRNA) transcripts, expressed from Pol II promoters, can potently silence a gene of choice. Among six different scaffolds tested, miR-324 and miR-451 were readily re-targeted to direct efficient knockdown from either a CMV or a U1 snRNA promoter. Importantly, the miR-shRNAs have no passenger strand activity and remain active in Dicer-knockout cells. Our vectors are straightforward to design, as we replace the pre-miR-324 or -451 sequences with a Dicer-independent shRNA mimicking miR-451 with unpaired A-C nucleotides at the base. The use of Pol II promoters allows for controlled expression, while the inclusion of pri-miRNA sequences likely requires Drosha processing and, as such, mimics microRNA biogenesis. Since this improved and tunable system bypasses the requirement for Dicer activity and abolishes passenger strand activity completely, it will likely prove favorable in both research and therapeutic applications in terms of versatility and enhanced safety.
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Affiliation(s)
- Erik Kaadt
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Sidsel Alsing
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | - Claudia R Cecchi
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark
| | | | - Thomas J Corydon
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark; Department of Ophthalmology, Aarhus University Hospital, 8000 Aarhus C, Denmark
| | - Lars Aagaard
- Department of Biomedicine, Aarhus University, 8000 Aarhus C, Denmark.
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13
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Gao Z, Herrera-Carrillo E, Berkhout B. RNA Polymerase II Activity of Type 3 Pol III Promoters. MOLECULAR THERAPY-NUCLEIC ACIDS 2018; 12:135-145. [PMID: 30195753 PMCID: PMC6023835 DOI: 10.1016/j.omtn.2018.05.001] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 05/01/2018] [Accepted: 05/01/2018] [Indexed: 12/14/2022]
Abstract
In eukaryotes, three RNA polymerases (Pol I, II, and III) are responsible for the transcription of distinct subsets of genes. Gene-external type 3 Pol III promoters use defined transcription start and termination sites, and they are, therefore, widely used for small RNA expression, including short hairpin RNAs in RNAi applications and guide RNAs in CRISPR-Cas systems. We report that all three commonly used human Pol III promoters (7SK, U6, and H1) mediate luciferase reporter gene expression, which indicates Pol II activity, but to a different extent (H1 ≫ U6 > 7SK). We demonstrate that these promoters can recruit Pol II for transcribing extended messenger transcripts. Intriguingly, selective inhibition of Pol II stimulates the Pol III activity and vice versa, suggesting that two polymerase complexes compete for promoter usage. Pol II initiates transcription at the regular Pol III start site on the 7SK and U6 promoters, but Pol II transcription on the most active H1 promoter starts 8 nt upstream of the Pol III start site. This study provides functional evidence for the close relationship of Pol II and Pol III transcription. These mechanistic insights are important for optimal use of Pol III promoters, and they offer additional flexibility for biotechnology applications of these genetic elements.
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Affiliation(s)
- Zongliang Gao
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
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Gao Z, Herrera-Carrillo E, Berkhout B. Delineation of the Exact Transcription Termination Signal for Type 3 Polymerase III. MOLECULAR THERAPY-NUCLEIC ACIDS 2017; 10:36-44. [PMID: 29499947 PMCID: PMC5725217 DOI: 10.1016/j.omtn.2017.11.006] [Citation(s) in RCA: 52] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/22/2017] [Revised: 11/15/2017] [Accepted: 11/15/2017] [Indexed: 12/29/2022]
Abstract
Type 3 Pol III promoters such as U6 are widely used for expression of small RNAs, including short hairpin RNA for RNAi applications and guide RNA in CRISPR genome-editing platforms. RNA polymerase III uses a T-stretch as termination signal, but the exact properties have not been thoroughly investigated. Here, we systematically measured the in vivo termination efficiency and the actual site of termination for different T-stretch signals in three commonly used human Pol III promoters (U6, 7SK, and H1). Both the termination efficiency and the actual termination site depend on the T-stretch signal. The T4 signal acts as minimal terminator, but full termination efficiency is reached only with a T-stretch of ≥6. The termination site within the T-stretch is quite heterogeneous, and consequently small RNAs have a variable U-tail of 1–6 nucleotides. We further report that such variable U-tails can have a significant negative effect on the functionality of the crRNA effector of the CRISPR-AsCpf1 system. We next improved these crRNAs by insertion of the HDV ribozyme to avoid U-tails. This study provides detailed design guidelines for small RNA expression cassettes based on Pol III.
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Affiliation(s)
- Zongliang Gao
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands.
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Herrera-Carrillo E, Harwig A, Berkhout B. Influence of the loop size and nucleotide composition on AgoshRNA biogenesis and activity. RNA Biol 2017; 14:1559-1569. [PMID: 28569591 PMCID: PMC5785215 DOI: 10.1080/15476286.2017.1328349] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Short hairpin RNAs (shRNAs) are widely used for gene silencing by the RNA interference (RNAi) mechanism. The shRNA precursor is processed by the Dicer enzyme into active small interfering RNAs (siRNAs) that subsequently target a complementary mRNA for cleavage by the Argonaute 2 (Ago2) complex. Recent evidence indicates that shRNAs with a relatively short basepaired stem bypass Dicer and are instead processed by Ago2. We termed these molecules AgoshRNAs as both processing and silencing steps are mediated by Ago2 and proposed rules for the design of effective AgoshRNA molecules. Active and non-cytotoxic AgoshRNAs against HIV-1 RNA were generated, but their silencing activity was generally reduced compared with the matching shRNAs. Thus, further optimization of the AgoshRNA design is needed. In this study, we evaluated the importance of the single-stranded loop, in particular its size and nucleotide sequence, in AgoshRNA-mediated silencing. We document that the pyrimidine/purine content is important for AgoshRNA-mediated silencing activity.
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Affiliation(s)
- Elena Herrera-Carrillo
- a Laboratory of Experimental Virology, Department of Medical Microbiology , Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam , AZ Amsterdam , the Netherlands
| | - Alex Harwig
- a Laboratory of Experimental Virology, Department of Medical Microbiology , Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam , AZ Amsterdam , the Netherlands
| | - Ben Berkhout
- a Laboratory of Experimental Virology, Department of Medical Microbiology , Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam , AZ Amsterdam , the Netherlands
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Herrera-Carrillo E, Berkhout B. Dicer-independent processing of small RNA duplexes: mechanistic insights and applications. Nucleic Acids Res 2017; 45:10369-10379. [PMID: 28977573 PMCID: PMC5737282 DOI: 10.1093/nar/gkx779] [Citation(s) in RCA: 49] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2017] [Accepted: 08/24/2017] [Indexed: 12/13/2022] Open
Abstract
MicroRNAs (miRNAs) play a pivotal role in the regulation of cellular gene expression via the conserved RNA interference (RNAi) mechanism. Biogenesis of the unusual miR-451 does not require Dicer. This molecule is instead processed by the Argonaute 2 (Ago2) enzyme. Similarly, unconventional short hairpin RNA (shRNA) molecules have been designed as miR-451 mimics that rely exclusively on Ago2 for maturation. We will review recent progress made in the understanding of this alternative processing route. Next, we describe different Dicer-independent shRNA designs that have been developed and discuss their therapeutic advantages and disadvantages. As an example, we will present the route towards development of a durable gene therapy against HIV-1.
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Affiliation(s)
- Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, the Netherlands
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, the Netherlands
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17
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Gao Z, Harwig A, Berkhout B, Herrera-Carrillo E. Mutation of nucleotides around the +1 position of type 3 polymerase III promoters: The effect on transcriptional activity and start site usage. Transcription 2017; 8:275-287. [PMID: 28598252 PMCID: PMC5703244 DOI: 10.1080/21541264.2017.1322170] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Revised: 04/18/2017] [Accepted: 04/18/2017] [Indexed: 11/24/2022] Open
Abstract
Type 3 RNA polymerase III (Pol III) promoters are widely used for the expression of small RNAs such as short hairpin RNA and guide RNA in the popular RNAi and CRISPR-Cas gene regulation systems. Although it is generally believed that type 3 Pol III promoters use a defined transcription start site (+1 position), most man-made promoter constructs contain local sequence alterations of which the impact on transcription efficiency and initiation accuracy is not known. For three human type 3 Pol III promoters (7SK, U6, and H1), we demonstrated that the nucleotides around the +1 position affect both the transcriptional efficiency and start site selection. Human 7SK and U6 promoters with A or G at the +1 position efficiently produced small RNAs with a precise +1 start site. The human H1 promoter with +1A or G also efficiently produced small RNAs but from multiple start sites in the -3/-1 window. These results provide new insights for the design of vectors for accurate expression of designed small RNAs for research and therapeutic purposes.
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Affiliation(s)
- Zongliang Gao
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Alex Harwig
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
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Herrera-Carrillo E, Harwig A, Berkhout B. Silencing of HIV-1 by AgoshRNA molecules. Gene Ther 2017; 24:453-461. [DOI: 10.1038/gt.2017.44] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2017] [Revised: 04/13/2017] [Accepted: 05/12/2017] [Indexed: 12/17/2022]
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Herrera-Carrillo E, Berkhout B. Novel AgoshRNA molecules for silencing of the CCR5 co-receptor for HIV-1 infection. PLoS One 2017; 12:e0177935. [PMID: 28542329 PMCID: PMC5443530 DOI: 10.1371/journal.pone.0177935] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 05/05/2017] [Indexed: 12/20/2022] Open
Abstract
Allogeneic transplantation of blood stem cells from a CCR5-Δ32 homozygous donor to an HIV-infected individual, the "Berlin patient", led to a cure. Since then there has been a search for approaches that mimic this intervention in a gene therapy setting. RNA interference (RNAi) has evolved as a powerful tool to regulate gene expression in a sequence-specific manner and can be used to inactivate the CCR5 mRNA. Short hairpin RNA (shRNA) molecules can impair CCR5 expression, but these molecules may cause unintended side effects and they will not be processed in cells that lack Dicer, such as monocytes. Dicer-independent RNAi pathways have opened opportunities for new AgoshRNA designs that rely exclusively on Ago2 for maturation. Furthermore, AgoshRNA processing yields a single active guide RNA, thus reducing off-target effects. In this study, we tested different AgoshRNA designs against CCR5. We selected AgoshRNAs that potently downregulated CCR5 expression on human T cells and peripheral blood mononuclear cells (PBMC) and that had no apparent adverse effect on T cell development as assessed in a competitive cell growth assay. CCR5 knockdown significantly protected T cells from CCR5 tropic HIV-1 infection.
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Affiliation(s)
- Elena Herrera-Carrillo
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
| | - Ben Berkhout
- Laboratory of Experimental Virology, Department of Medical Microbiology, Center for Infection and Immunity Amsterdam (CINIMA), Academic Medical Center, University of Amsterdam, Amsterdam, the Netherlands
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