1
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Wang-Bishop L, Wehbe M, Pastora LE, Yang J, Kimmel BR, Garland KM, Becker KW, Carson CS, Roth EW, Gibson-Corley KN, Ulkoski D, Krishnamurthy V, Fedorova O, Richmond A, Pyle AM, Wilson JT. Nanoparticle Retinoic Acid-Inducible Gene I Agonist for Cancer Immunotherapy. ACS Nano 2024. [PMID: 38652829 DOI: 10.1021/acsnano.3c06225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/25/2024]
Abstract
Pharmacological activation of the retinoic acid-inducible gene I (RIG-I) pathway holds promise for increasing tumor immunogenicity and improving the response to immune checkpoint inhibitors (ICIs). However, the potency and clinical efficacy of 5'-triphosphate RNA (3pRNA) agonists of RIG-I are hindered by multiple pharmacological barriers, including poor pharmacokinetics, nuclease degradation, and inefficient delivery to the cytosol where RIG-I is localized. Here, we address these challenges through the design and evaluation of ionizable lipid nanoparticles (LNPs) for the delivery of 3p-modified stem-loop RNAs (SLRs). Packaging of SLRs into LNPs (SLR-LNPs) yielded surface charge-neutral nanoparticles with a size of ∼100 nm that activated RIG-I signaling in vitro and in vivo. SLR-LNPs were safely administered to mice via both intratumoral and intravenous routes, resulting in RIG-I activation in the tumor microenvironment (TME) and the inhibition of tumor growth in mouse models of poorly immunogenic melanoma and breast cancer. Significantly, we found that systemic administration of SLR-LNPs reprogrammed the breast TME to enhance the infiltration of CD8+ and CD4+ T cells with antitumor function, resulting in enhanced response to αPD-1 ICI in an orthotopic EO771 model of triple-negative breast cancer. Therapeutic efficacy was further demonstrated in a metastatic B16.F10 melanoma model, with systemically administered SLR-LNPs significantly reducing lung metastatic burden compared to combined αPD-1 + αCTLA-4 ICI. Collectively, these studies have established SLR-LNPs as a translationally promising immunotherapeutic nanomedicine for potent and selective activation of RIG-I with the potential to enhance response to ICIs and other immunotherapeutic modalities.
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Affiliation(s)
- Lihong Wang-Bishop
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Mohamed Wehbe
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Lucinda E Pastora
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Jinming Yang
- Department of Pharmacology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee 37212, United States
| | - Blaise R Kimmel
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Kyle M Garland
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Kyle W Becker
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Carcia S Carson
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
| | - Eric W Roth
- Northwestern University Atomic and Nanoscale Characterization Experimental (NUANCE) Center, Northwestern University, Evanston, Illinois 60208, United States
| | - Katherine N Gibson-Corley
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
| | - David Ulkoski
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Boston, Massachusetts 02451, United States
| | - Venkata Krishnamurthy
- Advanced Drug Delivery, Pharmaceutical Sciences, R&D, AstraZeneca, Boston, Massachusetts 02451, United States
| | - Olga Fedorova
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520, United States
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, United States
| | - Ann Richmond
- Department of Pharmacology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Department of Veterans Affairs, Tennessee Valley Healthcare System, Nashville, Tennessee 37212, United States
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, Connecticut 06520, United States
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, United States
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, United States
| | - John T Wilson
- Department of Chemical and Biomolecular Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
- Department of Biomedical Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Vanderbilt Institute of Chemical Biology, Vanderbilt University, Nashville, Tennessee 37212, United States
- Vanderbilt Institute of Nanoscale Science and Engineering, Vanderbilt University, Nashville, Tennessee 37212, United States
- Vanderbilt Institute for Infection, Immunology, and Inflammation, Vanderbilt University, Nashville, Tennessee 37212, United States
- Vanderbilt Center for Immunobiology, Vanderbilt University Medical Center, Nashville, Tennessee 37232, United States
- Vanderbilt Ingram Cancer Center, Nashville, Tennessee 37232, United States
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2
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Liu T, Pyle AM. Highly Reactive Group I Introns Ubiquitous in Pathogenic Fungi. J Mol Biol 2024; 436:168513. [PMID: 38447889 DOI: 10.1016/j.jmb.2024.168513] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 02/25/2024] [Accepted: 02/27/2024] [Indexed: 03/08/2024]
Abstract
Systemic fungal infections are a growing public health threat, and yet viable antifungal drug targets are limited as fungi share a similar proteome with humans. However, features of RNA metabolism and the noncoding transcriptomes in fungi are distinctive. For example, fungi harbor highly structured RNA elements that humans lack, such as self-splicing introns within key housekeeping genes in the mitochondria. However, the location and function of these mitochondrial riboregulatory elements has largely eluded characterization. Here we used an RNA-structure-based bioinformatics pipeline to identify the group I introns interrupting key mitochondrial genes in medically relevant fungi, revealing their fixation within a handful of genetic hotspots and their ubiquitous presence across divergent phylogenies of fungi, including all highest priority pathogens such as Candida albicans, Candida auris, Aspergillus fumigatus and Cryptococcus neoformans. We then biochemically characterized two representative introns from C. albicans and C. auris, demonstrating their exceptionally efficient splicing catalysis relative to previously-characterized group I introns. Indeed, the C. albicans mitochondrial intron displays extremely rapid catalytic turnover, even at ambient temperatures and physiological magnesium ion concentrations. Our results unmask a significant new set of players in the RNA metabolism of pathogenic fungi, suggesting a promising new type of antifungal drug target.
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Affiliation(s)
- Tianshuo Liu
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06520, USA; Department of Chemistry, Yale University, New Haven, CT 06520, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA.
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3
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Wang W, Liu F, Ugalde MV, Pyle AM. A compact regulatory RNA element in mouse Hsp70 mRNA. NAR Mol Med 2024; 1:ugae002. [PMID: 38318492 PMCID: PMC10840451 DOI: 10.1093/narmme/ugae002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 01/08/2024] [Accepted: 01/24/2024] [Indexed: 02/07/2024]
Abstract
Hsp70 (70 kDa heat shock protein) performs molecular chaperone functions by assisting the folding of newly synthesized and misfolded proteins, thereby counteracting various cell stresses and preventing multiple diseases, including neurodegenerative disorders and cancers. It is well established that, immediately after heat shock, Hsp70 gene expression is mediated by a canonical mechanism of cap-dependent translation. However, the molecular mechanism of Hsp70 expression during heat shock remains elusive. Intriguingly, the 5' end of Hsp70 messenger RNA (mRNA) appears to form a compact structure with the potential to regulate protein expression in a cap-independent manner. Here, we determined the minimal length of the mHsp70 5'-terminal mRNA sequence that is required for RNA folding into a highly compact structure. This span of this RNA element was mapped and the secondary structure characterized by chemical probing, resulting in a secondary structural model that includes multiple stable stems, including one containing the canonical start codon. All of these components, including a short stretch of the 5' open reading frame (ORF), were shown to be vital for RNA folding. This work provides a structural basis for future investigations on the role of translational regulatory structures in the 5' untranslated region and ORF sequences of Hsp70 during heat shock.
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Affiliation(s)
- Wenshuai Wang
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
- Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
| | - Fei Liu
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
- Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
| | - Maria Vera Ugalde
- Department of Biochemistry. McGill University, Montreal, Quebec H3G 1Y6, Canada
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
- Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
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4
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Xu L, Liu T, Chung K, Pyle AM. Structural insights into intron catalysis and dynamics during splicing. Nature 2023; 624:682-688. [PMID: 37993708 PMCID: PMC10733145 DOI: 10.1038/s41586-023-06746-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2023] [Accepted: 10/13/2023] [Indexed: 11/24/2023]
Abstract
The group II intron ribonucleoprotein is an archetypal splicing system with numerous mechanistic parallels to the spliceosome, including excision of lariat introns1,2. Despite the importance of branching in RNA metabolism, structural understanding of this process has remained elusive. Here we present a comprehensive analysis of three single-particle cryogenic electron microscopy structures captured along the splicing pathway. They reveal the network of molecular interactions that specifies the branchpoint adenosine and positions key functional groups to catalyse lariat formation and coordinate exon ligation. The structures also reveal conformational rearrangements of the branch helix and the mechanism of splice site exchange that facilitate the transition from branching to ligation. These findings shed light on the evolution of splicing and highlight the conservation of structural components, catalytic mechanism and dynamical strategies retained through time in premessenger RNA splicing machines.
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Affiliation(s)
- Ling Xu
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA.
| | - Tianshuo Liu
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - Kevin Chung
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Anna Marie Pyle
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA.
- Department of Chemistry, Yale University, New Haven, CT, USA.
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5
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Araujo Tavares RDC, Mahadeshwar G, Wan H, Pyle AM. MRT-ModSeq - Rapid Detection of RNA Modifications with MarathonRT. J Mol Biol 2023; 435:168299. [PMID: 37802215 DOI: 10.1016/j.jmb.2023.168299] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 09/25/2023] [Accepted: 09/30/2023] [Indexed: 10/08/2023]
Abstract
Chemical modifications are essential regulatory elements that modulate the behavior and function of cellular RNAs. Despite recent advances in sequencing-based RNA modification mapping, methods combining accuracy and speed are still lacking. Here, we introduce MRT-ModSeq for rapid, simultaneous detection of multiple RNA modifications using MarathonRT. MRT-ModSeq employs distinct divalent cofactors to generate 2-D mutational profiles that are highly dependent on nucleotide identity and modification type. As a proof of concept, we use the MRT fingerprints of well-studied rRNAs to implement a general workflow for detecting RNA modifications. MRT-ModSeq rapidly detects positions of diverse modifications across a RNA transcript, enabling assignment of m1acp3Y, m1A, m3U, m7G and 2'-OMe locations through mutation-rate filtering and machine learning. m1A sites in sparsely modified targets, such as MALAT1 and PRUNE1 could also be detected. MRT-ModSeq can be trained on natural and synthetic transcripts to expedite detection of diverse RNA modification subtypes across targets of interest.
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Affiliation(s)
| | - Gandhar Mahadeshwar
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA. https://twitter.com/gandzmakerdance
| | - Han Wan
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA. https://twitter.com/HanWan19744358
| | - Anna Marie Pyle
- Department of Chemistry, Yale University, New Haven, CT 06511, USA; Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA.
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6
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Wang W, Götte B, Guo R, Pyle AM. The E3 ligase Riplet promotes RIG-I signaling independent of RIG-I oligomerization. Nat Commun 2023; 14:7308. [PMID: 37951994 PMCID: PMC10640585 DOI: 10.1038/s41467-023-42982-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 10/25/2023] [Indexed: 11/14/2023] Open
Abstract
RIG-I is an essential innate immune receptor that responds to infection by RNA viruses. The RIG-I signaling cascade is mediated by a series of post-translational modifications, the most important of which is ubiquitination of the RIG-I Caspase Recruitment Domains (CARDs) by E3 ligase Riplet. This is required for interaction between RIG-I and its downstream adapter protein MAVS, but the mechanism of action remains unclear. Here we show that Riplet is required for RIG-I signaling in the presence of both short and long dsRNAs, establishing that Riplet activation does not depend upon RIG-I filament formation on long dsRNAs. Likewise, quantitative Riplet-RIG-I affinity measurements establish that Riplet interacts with RIG-I regardless of whether the receptor is bound to RNA. To understand this, we solved high-resolution cryo-EM structures of RIG-I/RNA/Riplet complexes, revealing molecular interfaces that control Riplet-mediated activation and enabling the formulation of a unified model for the role of Riplet in signaling.
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Affiliation(s)
- Wenshuai Wang
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, 06511, USA
- Howard Hughes Medical Institute, Yale University, New Haven, CT, 06520, USA
| | - Benjamin Götte
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, 06511, USA
| | - Rong Guo
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, 06511, USA.
- Howard Hughes Medical Institute, Yale University, New Haven, CT, 06520, USA.
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7
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Pánek J, Roithová A, Radivojević N, Sýkora M, Prusty AB, Huston N, Wan H, Pyle AM, Fischer U, Staněk D. The SMN complex drives structural changes in human snRNAs to enable snRNP assembly. Nat Commun 2023; 14:6580. [PMID: 37852981 PMCID: PMC10584915 DOI: 10.1038/s41467-023-42324-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Accepted: 10/06/2023] [Indexed: 10/20/2023] Open
Abstract
Spliceosomal snRNPs are multicomponent particles that undergo a complex maturation pathway. Human Sm-class snRNAs are generated as 3'-end extended precursors, which are exported to the cytoplasm and assembled together with Sm proteins into core RNPs by the SMN complex. Here, we provide evidence that these pre-snRNA substrates contain compact, evolutionarily conserved secondary structures that overlap with the Sm binding site. These structural motifs in pre-snRNAs are predicted to interfere with Sm core assembly. We model structural rearrangements that lead to an open pre-snRNA conformation compatible with Sm protein interaction. The predicted rearrangement pathway is conserved in Metazoa and requires an external factor that initiates snRNA remodeling. We show that the essential helicase Gemin3, which is a component of the SMN complex, is crucial for snRNA structural rearrangements during snRNP maturation. The SMN complex thus facilitates ATP-driven structural changes in snRNAs that expose the Sm site and enable Sm protein binding.
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Affiliation(s)
- Josef Pánek
- Laboratory of Bioinformatics, Institute of Microbiology, Czech Academy of Sciences, Prague, Czech Republic.
| | - Adriana Roithová
- Laboratory of RNA Biology, Institute of Molecular Genetics, Czech Academy of Sciences, Prague, Czech Republic
- Laboratory of Regulation of Gene Expression, Institute of Microbiology, Czech Academy of Sciences, Prague, Czech Republic
| | - Nenad Radivojević
- Laboratory of RNA Biology, Institute of Molecular Genetics, Czech Academy of Sciences, Prague, Czech Republic
| | - Michal Sýkora
- Laboratory of RNA Biology, Institute of Molecular Genetics, Czech Academy of Sciences, Prague, Czech Republic
| | | | - Nicholas Huston
- Department of Molecular Biophysics & Biochemistry, Yale University, New Haven, USA
| | - Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, USA
- Department of Chemistry, Yale University, New Haven, USA
- Howard Hughes Medical Institute, Chevy Chase, USA
| | - Utz Fischer
- Department of Biochemistry, Theodor Boveri Institute, University of Würzburg, Würzburg, Germany
| | - David Staněk
- Laboratory of RNA Biology, Institute of Molecular Genetics, Czech Academy of Sciences, Prague, Czech Republic.
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8
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Fedorova O, Arhin G, Pyle AM, Frank AT. In Silico Discovery of Group II Intron RNA Splicing Inhibitors. ACS Chem Biol 2023; 18:1968-1975. [PMID: 37602469 DOI: 10.1021/acschembio.3c00160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/22/2023]
Abstract
Here, we describe the discovery of compounds that inhibit self-splicing in group II introns. Using docking calculations, we targeted the catalytic active site within the Oceanobacillus iheyensis group IIC intron and virtually screened a library of lead-like compounds. From this initial virtual screen, we identified three unique scaffolds that inhibit splicing in vitro. Additional tests revealed that an analog of the lead scaffold inhibits splicing in an intron-dependent manner. Furthermore, this analog exhibited activity against the group II intron from a different class: the yeast ai5γ IIB intron. The splicing inhibitors we identified could serve as chemical tools for developing group II intron-targeted antifungals, and, more broadly, our results highlight the potential of in silico techniques for identifying bioactive hits against structured and functionally complex RNAs.
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Affiliation(s)
| | - Grace Arhin
- Biophysics Program, University of Michigan, Ann Arbor, Michigan 48109, United States
| | - Anna Marie Pyle
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, United States
| | - Aaron T Frank
- Biophysics Program, University of Michigan, Ann Arbor, Michigan 48109, United States
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9
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Perry ZR, Pyle AM, Zhang C. Arena: Rapid and Accurate Reconstruction of Full Atomic RNA Structures From Coarse-grained Models. J Mol Biol 2023; 435:168210. [PMID: 37479079 DOI: 10.1016/j.jmb.2023.168210] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Revised: 07/11/2023] [Accepted: 07/12/2023] [Indexed: 07/23/2023]
Abstract
RNA tertiary structures from experiments or computational predictions often contain missing atoms, which prevent analyses requiring full atomic structures. Current programs for RNA reconstruction can be slow, inaccurate, and/or require specific atoms to be present in the input. We present Arena (Atomic Reconstruction of RNA), which reconstructs a full atomic RNA structure from residues that can have as few as one atom. Arena first fills in missing atoms and then iteratively refines their placement to reduce nonideal geometries. We benchmarked Arena on a dataset of 361 RNA structures, where Arena achieves high accuracy and speed compared to other structure reconstruction programs. For example, Arena was used to reconstruct full atomic structures from a single phosphorus atom per nucleotide to, on average, within 3.63 Å RMSD of the experimental structure, while virtually removing all clashes and running in <3 s, which is 353× and 46× faster than state-of-the-art programs PDBFixer and C2A, respectively. The Arena source code is available at https://github.com/pylelab/Arena and the webserver at https://zhanggroup.org/Arena/.
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Affiliation(s)
- Zion R Perry
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA. https://twitter.com/@zionrperry
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Department of Chemistry, Yale University, New Haven, CT 06511, USA.
| | - Chengxin Zhang
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI 48109, USA.
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10
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Wang W, Liu F, Ugalde MV, Pyle AM. A compact regulatory RNA element in mouse Hsp70 mRNA. bioRxiv 2023:2023.02.22.529618. [PMID: 36865185 PMCID: PMC9980084 DOI: 10.1101/2023.02.22.529618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2023]
Abstract
Hsp70 performs molecular chaperone functions by assisting in folding newly synthesized or misfolded proteins, thereby counteracting various cell stresses and preventing multiple diseases including neurodegenerative disorders and cancer. It is well established that Hsp70 upregulation during post-heat shock stimulus is mediated by cap-dependent translation. However, the molecular mechanisms of Hsp70 expression during heat shock stimulus remains elusive, even though the 5' end of Hsp70 mRNA may form a compact structure to positively regulate protein expression in the mode of cap-independent translation. The minimal truncation which can fold to a compact structure was mapped and its secondary structure was characterized by chemical probing. The predicted model revealed a highly compact structure with multiple stems. Including the stem where the canonical start codon is located, several stems were identified to be vital for RNA folding, thereby providing solid structural basis for future investigations on the function of this RNA structure on Hsp70 translation during heat shock.
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11
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Guo LT, Pyle AM. RT-based Sanger sequencing of RNAs containing complex RNA repetitive elements. Methods Enzymol 2023; 691:17-27. [PMID: 37914445 DOI: 10.1016/bs.mie.2023.07.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
Although next-generation sequencing (NGS) technologies have revolutionized our ability to sequence DNA with high-throughput, the chain termination-based Sanger sequencing method remains a widely used approach for DNA sequence analysis due to its simplicity, low cost and high accuracy. In particular, high accuracy makes Sanger sequencing the "gold standard" for sequence validation in basic research and clinical applications. During the early days of Sanger sequencing development, reverse transcriptase (RT)-based RNA sequencing was also explored and showed great promise, but the approach did not acquire popularity over time due to the limited processivity and low template unwinding capability of Avian Myeloblastosis Virus (AMV) RT, and other RT enzymes available at the time. RNA molecules have complex features, often containing repetitive sequences and stable secondary or tertiary structures. While these features are required for RNA biological function, they represent strong obstacles for retroviral RTs. Repetitive sequences and stable structures cause reverse transcription errors and premature primer extension stops, making chain termination-based methods unfeasible. MarathonRT is an ultra-processive RT encoded group II intron that can copy RNA molecules of any sequence and structure in a single cycle, making it an ideal RT enzyme for Sanger RNA sequencing. In this chapter, we upgrade the Sanger RNA sequencing method by replacing AMV RT with MarathonRT, providing a simple, robust method for direct RNA sequence analysis. The guidance for troubleshooting and further optimization are also provided.
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Affiliation(s)
- Li-Tao Guo
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, United States
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, United States; Department of Chemistry, Yale University, New Haven, CT, United States; Howard Hughes Medical Institute, Chevy Chase, MD, United States.
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12
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Guo LT, Pyle AM. End-to-end RT-PCR of long RNA and highly structured RNA. Methods Enzymol 2023; 691:3-15. [PMID: 37914451 DOI: 10.1016/bs.mie.2023.07.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
RNA molecules play important roles in numerous normal cellular processes and disease states, from protein coding to gene regulation. RT-PCR, applying the power of polymerase chain reaction (PCR) to RNA by coupling reverse transcription with PCR, is one of the most important techniques to characterize RNA transcripts and monitor gene expression. The ability to analyze full-length RNA transcripts and detect their expression is critical to decipher their biological functions. However, due to the low processivity of retroviral reverse transcriptases (RTs), we can only monitor a small fraction of long RNA transcripts, especially those containing stable secondary and tertiary structures. The full-length sequences can only be deduced by computational analysis, which is often misleading. Group II intron-encoded RTs are a new type of RT enzymes. They have evolved specialized structural elements that unwind template structures and maintain close contact with the RNA template. Therefore, group II intron-encoded RTs are more processive than the retroviral RTs. The discovery, optimization and deployment of processive group II intron RTs provide us the opportunity to analyze RNA transcripts with single molecule resolution. MarathonRT, the most processive group II intron RT, has been extensively optimized for processive reverse transcription. In this chapter, we use MarathonRT to deliver a general protocol for long amplicon generation by RT-PCR, and also provide guidance for troubleshooting and further optimization.
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Affiliation(s)
- Li-Tao Guo
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, United States
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, United States; Department of Chemistry, Yale University, New Haven, CT, United States; Howard Hughes Medical Institute, Chevy Chase, MD, United States.
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13
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Liu T, Patel S, Pyle AM. Making RNA: Using T7 RNA polymerase to produce high yields of RNA from DNA templates. Methods Enzymol 2023; 691:185-207. [PMID: 37914446 DOI: 10.1016/bs.mie.2023.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2023]
Abstract
RNA is playing an ever-growing role in molecular biology and biomedicine due to the many ways it influences gene expression and its increasing use in modern therapeutics. Hence, production of RNA molecules in large quantity and high purity has become essential for advancing basic scientific research and for developing next-generation therapeutics. T7 RNA polymerase (RNAP) is a DNA-dependent RNA polymerase of bacteriophage origin and it is the most widely-utilized tool enzyme for producing RNA. Here we describe a set of robust methods for in vitro transcribing RNA molecules from DNA templates using T7 RNAP, along with a set of subsequent RNA purification schemes. In the first part of this chapter, we provide the general method for T7 RNAP-based in vitro transcription and technical notes for troubleshooting failed or inefficient transcription. We also provide modified protocols for preparing specialized RNA transcripts. In the second part, we provide two purification methods using either gel-based denaturing purification or size exclusion column-based non-denaturing purification for isolating high-purity RNA products from transcription reaction mixtures and preparing them for downstream applications. This chapter is designed to provide researchers with versatile ways to efficiently generate RNA molecules of interest and a troubleshooting guide should they encounter problems while working with in vitro transcription using T7 RNAP.
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Affiliation(s)
- Tianshuo Liu
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, United States
| | - Shivali Patel
- Department of Molecular Biophysics and Biochemistry, New Haven, CT, United States
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, United States; Howard Hughes Medical Institute, Yale University, New Haven, CT, United States.
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14
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Patel S, Sexton AN, Strine MS, Wilen CB, Simon MD, Pyle AM. Systematic detection of tertiary structural modules in large RNAs and RNP interfaces by Tb-seq. Nat Commun 2023; 14:3426. [PMID: 37296103 PMCID: PMC10255950 DOI: 10.1038/s41467-023-38623-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 05/09/2023] [Indexed: 06/12/2023] Open
Abstract
Compact RNA structural motifs control many aspects of gene expression, but we lack methods for finding these structures in the vast expanse of multi-kilobase RNAs. To adopt specific 3-D shapes, many RNA modules must compress their RNA backbones together, bringing negatively charged phosphates into close proximity. This is often accomplished by recruiting multivalent cations (usually Mg2+), which stabilize these sites and neutralize regions of local negative charge. Coordinated lanthanide ions, such as terbium (III) (Tb3+), can also be recruited to these sites, where they induce efficient RNA cleavage, thereby revealing compact RNA 3-D modules. Until now, Tb3+ cleavage sites were monitored via low-throughput biochemical methods only applicable to small RNAs. Here we present Tb-seq, a high-throughput sequencing method for detecting compact tertiary structures in large RNAs. Tb-seq detects sharp backbone turns found in RNA tertiary structures and RNP interfaces, providing a way to scan transcriptomes for stable structural modules and potential riboregulatory motifs.
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Affiliation(s)
- Shivali Patel
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Alec N Sexton
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Madison S Strine
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Craig B Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Matthew D Simon
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
- Chemical Biology Institute, Yale University, West Haven, CT, USA
| | - Anna Marie Pyle
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.
- Department of Chemistry, Yale University, New Haven, CT, USA.
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, USA.
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15
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Tavares RDCA, Mahadeshwar G, Wan H, Pyle AM. MRT-ModSeq - Rapid detection of RNA modifications with MarathonRT. bioRxiv 2023:2023.05.25.542276. [PMID: 37292902 PMCID: PMC10245971 DOI: 10.1101/2023.05.25.542276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
Abstract
Chemical modifications are essential regulatory elements that modulate the behavior and function of cellular RNAs. Despite recent advances in sequencing-based RNA modification mapping, methods combining accuracy and speed are still lacking. Here, we introduce MRT- ModSeq for rapid, simultaneous detection of multiple RNA modifications using MarathonRT. MRT-ModSeq employs distinct divalent cofactors to generate 2-D mutational profiles that are highly dependent on nucleotide identity and modification type. As a proof of concept, we use the MRT fingerprints of well-studied rRNAs to implement a general workflow for detecting RNA modifications. MRT-ModSeq rapidly detects positions of diverse modifications across a RNA transcript, enabling assignment of m1acp3Y, m1A, m3U, m7G and 2'-OMe locations through mutation-rate filtering and machine learning. m1A sites in sparsely modified targets, such as MALAT1 and PRUNE1 could also be detected. MRT-ModSeq can be trained on natural and synthetic transcripts to expedite detection of diverse RNA modification subtypes across targets of interest.
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Affiliation(s)
| | - Gandhar Mahadeshwar
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, 06511, USA
| | - Han Wan
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, 06511, USA
| | - Anna Marie Pyle
- Department of Chemistry, Yale University, New Haven, CT, 06511, USA
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, 06511, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
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16
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Zhang C, Pyle AM. PDC: a highly compact file format to store protein 3D coordinates. Database (Oxford) 2023; 2023:7100240. [PMID: 37010520 PMCID: PMC10069377 DOI: 10.1093/database/baad018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 03/01/2023] [Accepted: 03/07/2023] [Indexed: 04/04/2023]
Abstract
Recent improvements in computational and experimental techniques for obtaining protein structures have resulted in an explosion of 3D coordinate data. To cope with the ever-increasing sizes of structure databases, this work proposes the Protein Data Compression (PDC) format, which compresses coordinates and temperature factors of full-atomic and Cα-only protein structures. Without loss of precision, PDC results in 69% to 78% smaller file sizes than Protein Data Bank (PDB) and macromolecular Crystallographic Information File (mmCIF) files with standard GZIP compression. It uses ∼60% less space than existing compression algorithms specific to macromolecular structures. PDC optionally performs lossy compression with minimal sacrifice of precision, which allows reduction of file sizes by another 79%. Conversion between PDC, mmCIF and PDB formats is typically achieved within 0.02 s. The compactness and fast reading/writing speed of PDC make it valuable for storage and analysis of large quantity of tertiary structural data. Database URL https://github.com/kad-ecoli/pdc.
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Affiliation(s)
- Chengxin Zhang
- Department of Computational Medicine and Bioinformatics, University of Michigan, 100 Washtenaw Av, Ann Arbor, MI 48109, USA
- Howard Hughes Medical Institute, 4000 Jones Bridge Rd, Chevy Chase, MD 20815, USA
- Department of Molecular, Cellular, and Developmental Biology, Yale University, 266 Whitney Av, New Haven, CT 06511, USA
| | - Anna Marie Pyle
- Howard Hughes Medical Institute, 4000 Jones Bridge Rd, Chevy Chase, MD 20815, USA
- Department of Molecular, Cellular, and Developmental Biology, Yale University, 266 Whitney Av, New Haven, CT 06511, USA
- Department of Chemistry, Yale University, 225 Prospect St, New Haven, CT 06511, USA
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17
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Wang W, Fedorova O, Pyle AM. A protocol for capturing RNA-sensing innate immune receptors in multiple conformations by single-particle cryo-EM. STAR Protoc 2023; 4:102166. [PMID: 36920909 PMCID: PMC10026036 DOI: 10.1016/j.xpro.2023.102166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 01/30/2023] [Accepted: 02/21/2023] [Indexed: 03/15/2023] Open
Abstract
Capturing different conformations of receptor proteins that are complexed with ligands by single-particle cryo-EM facilitates our understanding toward the mechanisms of ligand recognition and receptor activation cascades. Here, we present a protocol for capturing RNA-sensing innate immune receptors, such as RIG-I, in multiple conformations by single-particle cryo-EM. We describe steps for protein-ligand sample preparation, data acquisition, and image processing covering focused three-dimensional classification. This protocol can be adapted to capture the dynamic behavior of other receptors that can be stabilized. For complete details on the use and execution of this protocol, please refer to Wang and Pyle (2022).1.
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Affiliation(s)
- Wenshuai Wang
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
| | - Olga Fedorova
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, 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 06511, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA.
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18
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Mahadeshwar G, Tavares RDCA, Wan H, Perry ZR, Pyle AM. RSCanner: rapid assessment and visualization of RNA structure content. Bioinformatics 2023; 39:7066915. [PMID: 36857576 PMCID: PMC10017096 DOI: 10.1093/bioinformatics/btad111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Revised: 02/06/2023] [Accepted: 02/27/2023] [Indexed: 03/03/2023] Open
Abstract
MOTIVATION The increasing availability of RNA structural information that spans many kilobases of transcript sequence imposes a need for tools that can rapidly screen, identify, and prioritize structural modules of interest. RESULTS We describe RNA Structural Content Scanner (RSCanner), an automated tool that scans RNA transcripts for regions that contain high levels of secondary structure and then classifies each region for its relative propensity to adopt stable or dynamic structures. RSCanner then generates an intuitive heatmap enabling users to rapidly pinpoint regions likely to contain a high or low density of discrete RNA structures, thereby informing downstream functional or structural investigation. AVAILABILITY AND IMPLEMENTATION RSCanner is freely available as both R script and R Markdown files, along with full documentation and test data (https://github.com/pylelab/RSCanner).
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Affiliation(s)
| | | | - Han Wan
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, United States
| | - Zion R Perry
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, United States
| | - Anna Marie Pyle
- Corresponding author. Department of Molecular, Cellular and Developmental Biology, Yale University, 266 Whitney Avenue, Yale Science Building Room 306, New Haven, CT, 06511, United States. E-mail:
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19
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Abstract
Group II introns are ribozymes that catalyze their self-excision and function as retroelements that invade DNA. As retrotransposons, group II introns form ribonucleoprotein (RNP) complexes that roam the genome, integrating by reversal of forward splicing. Here we show that retrotransposition is achieved by a tertiary complex between a structurally elaborate ribozyme, its protein mobility factor, and a structured DNA substrate. We solved cryo-electron microscopy structures of an intact group IIC intron-maturase retroelement that was poised for integration into a DNA stem-loop motif. By visualizing the RNP before and after DNA targeting, we show that it is primed for attack and fits perfectly with its DNA target. This study reveals design principles of a prototypical retroelement and reinforces the hypothesis that group II introns are ancient elements of genetic diversification.
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Affiliation(s)
- Kevin Chung
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
| | - Ling Xu
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Pengxin Chai
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
| | - Junhui Peng
- Laboratory of Evolutionary Genetics and Genomics, The Rockefeller University, New York, NY 10065, USA
| | - Swapnil C Devarkar
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
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20
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Wang W, Pyle AM. The RIG-I receptor adopts two different conformations for distinguishing host from viral RNA ligands. Mol Cell 2022; 82:4131-4144.e6. [DOI: 10.1016/j.molcel.2022.09.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 08/09/2022] [Accepted: 09/28/2022] [Indexed: 11/06/2022]
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21
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Zhang C, Pyle AM. A unified approach to sequential and non-sequential structure alignment of proteins, RNAs and DNAs. iScience 2022; 25:105218. [PMID: 36248743 PMCID: PMC9557024 DOI: 10.1016/j.isci.2022.105218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/02/2022] [Accepted: 09/23/2022] [Indexed: 11/24/2022] Open
Abstract
Many distantly related structure pairs exhibit structural similarities that can only be fully captured by a non-sequential alignment program. We present US-align2, a unified protocol for both sequential and non-sequential alignment of proteins and nucleic acids. On manually curated reference alignments for protein structural pairs with non-sequential relations, US-align2 achieves ≥13% higher agreement with reference alignments than existing sequential and non-sequential alignment methods. Non-sequential alignments also enabled US-align2 to have higher sensitivities in detecting RNA pairs from the same family with sequence identities <40%, obtaining ≥9% higher area under the receiver operating characteristic curve than third-party programs. The unique ability of US-align2 to parse both proteins and nucleic acids allows the method to detect protein-RNA and protein-DNA mimicries. Additionally, US-align2 performs full and semi-non-sequential alignments with at least 48% and 14% faster speed than existing programs for the same tasks, making it particularly useful for large-scale structural similarity detection. US-align2 performs sequential and non-sequential (NS) tertiary structure alignment It achieves 13% higher NS protein alignment accuracy than other methods US-align2 allows more sensitive detection of RNAs from the same Rfam family US-align2 validates existing protein-RNA and protein-DNA mimicries
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22
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Zhang C, Shine M, Pyle AM, Zhang Y. US-align: universal structure alignments of proteins, nucleic acids, and macromolecular complexes. Nat Methods 2022; 19:1109-1115. [PMID: 36038728 DOI: 10.1038/s41592-022-01585-1] [Citation(s) in RCA: 68] [Impact Index Per Article: 34.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 07/19/2022] [Indexed: 11/09/2022]
Abstract
Structure comparison and alignment are of fundamental importance in structural biology studies. We developed the first universal platform, US-align, to uniformly align monomer and complex structures of different macromolecules-proteins, RNAs and DNAs. The pipeline is built on a uniform TM-score objective function coupled with a heuristic alignment searching algorithm. Large-scale benchmarks demonstrated consistent advantages of US-align over state-of-the-art methods in pairwise and multiple structure alignments of different molecules. Detailed analyses showed that the main advantage of US-align lies in the extensive optimization of the unified objective function powered by efficient heuristic search iterations, which substantially improve the accuracy and speed of the structural alignment process. Meanwhile, the universal protocol fusing different molecular and structural types helps facilitate the heterogeneous oligomer structure comparison and template-based protein-protein and protein-RNA/DNA docking.
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Affiliation(s)
- Chengxin Zhang
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA.,Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Morgan Shine
- Yale Combined Program in the Biological and Biomedical Sciences, Yale University, New Haven, CT, USA
| | - Anna Marie Pyle
- Howard Hughes Medical Institute, Chevy Chase, MD, USA.,Yale Combined Program in the Biological and Biomedical Sciences, Yale University, New Haven, CT, USA.,Department of Chemistry, Yale University, New Haven, CT, USA
| | - Yang Zhang
- Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, MI, USA. .,Department of Biological Chemistry, University of Michigan, Ann Arbor, MI, USA.
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23
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Guo LT, Olson S, Patel S, Graveley BR, Pyle AM. Direct tracking of reverse-transcriptase speed and template sensitivity: implications for sequencing and analysis of long RNA molecules. Nucleic Acids Res 2022; 50:6980-6989. [PMID: 35713547 PMCID: PMC9262592 DOI: 10.1093/nar/gkac518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 05/26/2022] [Accepted: 06/01/2022] [Indexed: 12/24/2022] Open
Abstract
Although reverse-transcriptase (RT) enzymes are critical reagents for research and biotechnology, their mechanical properties are not well understood. In particular, we know little about their relative speed and response to structural obstacles in the template. Commercial retroviral RTs stop at many positions along mixed sequence templates, resulting in truncated cDNA products that complicate downstream analysis. By contrast, group II intron-encoded RTs appear to copy long RNAs with high processivity and minimal stops. However, their speed, consistency and pausing behavior have not been explored. Here, we analyze RT velocity as the enzyme moves through heterogeneous sequences and structures that are embedded within a long noncoding RNA transcript. We observe that heterogeneities in the template are highly disruptive to primer extension by retroviral RTs. However, sequence composition and template structure have negligible effects on behavior of group II intron RTs, such as MarathonRT (MRT). Indeed, MRT copies long RNAs in a single pass, and displays synchronized primer extension at a constant speed of 25 nt/sec. In addition, it passes through stable RNA structural motifs without perturbation of velocity. Taken together, the results demonstrate that consistent, robust translocative behavior is a hallmark of group II intron-encoded RTs, some of which operate at high velocity.
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Affiliation(s)
- Li-Tao Guo
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Sara Olson
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, UConn Health, Farmington, CT 06030-6403, USA
| | - Shivali Patel
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06520, USA
| | - Brenton R Graveley
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, UConn Health, Farmington, CT 06030-6403, USA
| | - Anna Marie Pyle
- To whom correspondence should be addressed. Tel: +1 203 432 5633; Fax: +1 203 432 5316;
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24
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Shine M, Zhang C, Pyle AM. AMIGOS III: pseudo-torsion angle visualization and motif-based structure comparison of nucleic acids. Bioinformatics 2022; 38:2937-2939. [PMID: 35561202 PMCID: PMC9113296 DOI: 10.1093/bioinformatics/btac207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 02/15/2022] [Accepted: 04/04/2022] [Indexed: 02/03/2023] Open
Abstract
MOTIVATION The full description of nucleic acid conformation involves eight torsion angles per nucleotide. To simplify this description, we previously developed a representation of the nucleic acid backbone that assigns each nucleotide a pair of pseudo-torsion angles (eta and theta defined by P and C4' atoms; or eta' and theta' defined by P and C1' atoms). A Java program, AMIGOS II, is currently available for calculating eta and theta angles for RNA and for performing motif searches based on eta and theta angles. However, AMIGOS II lacks the ability to parse DNA structures and to calculate eta' and theta' angles. It also has little visualization capacity for 3D structure, making it difficult for users to interpret the computational results. RESULTS We present AMIGOS III, a PyMOL plugin that calculates the pseudo-torsion angles eta, theta, eta' and theta' for both DNA and RNA structures and performs motif searching based on these angles. Compared to AMIGOS II, AMIGOS III offers improved pseudo-torsion angle visualization for RNA and faster nucleic acid worm database generation; it also introduces pseudo-torsion angle visualization for DNA and nucleic acid worm visualization. Its integration into PyMOL enables easy preparation of tertiary structure inputs and intuitive visualization of involved structures. AVAILABILITY AND IMPLEMENTATION https://github.com/pylelab/AMIGOSIII. SUPPLEMENTARY INFORMATION Supplementary data are available at Bioinformatics online.
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Affiliation(s)
- Morgan Shine
- Yale Combined Program in the Biological and Biomedical Sciences, Yale University, New Haven, CT 06511, USA
| | - Chengxin Zhang
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
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25
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Wan H, Adams RL, Lindenbach BD, Pyle AM. The In Vivo and In Vitro Architecture of the Hepatitis C Virus RNA Genome Uncovers Functional RNA Secondary and Tertiary Structures. J Virol 2022; 96:e0194621. [PMID: 35353000 PMCID: PMC9044954 DOI: 10.1128/jvi.01946-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Accepted: 02/24/2022] [Indexed: 01/21/2023] Open
Abstract
Hepatitis C virus (HCV) is a positive-strand RNA virus that remains one of the main contributors to chronic liver disease worldwide. Studies over the last 30 years have demonstrated that HCV contains a highly structured RNA genome and many of these structures play essential roles in the HCV life cycle. Despite the importance of riboregulation in this virus, most of the HCV RNA genome remains functionally unstudied. Here, we report a complete secondary structure map of the HCV RNA genome in vivo, which was studied in parallel with the secondary structure of the same RNA obtained in vitro. Our results show that HCV is folded extensively in the cellular context. By performing comprehensive structural analyses on both in vivo data and in vitro data, we identify compact and conserved secondary and tertiary structures throughout the genome. Genetic and evolutionary functional analyses demonstrate that many of these elements play important roles in the virus life cycle. In addition to providing a comprehensive map of RNA structures and riboregulatory elements in HCV, this work provides a resource for future studies aimed at identifying therapeutic targets and conducting further mechanistic studies on this important human pathogen. IMPORTANCE HCV has one of the most highly structured RNA genomes studied to date, and it is a valuable model system for studying the role of RNA structure in protein-coding genes. While previous studies have identified individual cases of regulatory RNA structures within the HCV genome, the full-length structure of the HCV genome has not been determined in vivo. Here, we present the complete secondary structure map of HCV determined both in cells and from corresponding transcripts generated in vitro. In addition to providing a comprehensive atlas of functional secondary structural elements throughout the genomic RNA, we identified a novel set of tertiary interactions and demonstrated their functional importance. In terms of broader implications, the pipeline developed in this study can be applied to other long RNAs, such as long noncoding RNAs. In addition, the RNA structural motifs characterized in this study broaden the repertoire of known riboregulatory elements.
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Affiliation(s)
- Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut, USA
| | - Rebecca L. Adams
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
| | - Brett D. Lindenbach
- Department of Microbial Pathogenesis, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut, USA
- Department of Chemistry, Yale University, New Haven, Connecticut, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
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26
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Zhang C, Pyle AM. CSSR: assignment of secondary structure to coarse-grained RNA tertiary structures. Acta Crystallogr D Struct Biol 2022; 78:466-471. [PMID: 35362469 PMCID: PMC8972804 DOI: 10.1107/s2059798322001292] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 02/02/2022] [Indexed: 11/16/2022]
Abstract
CSSR, an algorithm for assigning secondary structures to RNA 3D structures with missing atoms, has been developed. The base-pair assignment accuracy is close to 90% for 3D structures in which only one atom per nucleotide can be empirically identified. RNA secondary-structure (rSS) assignment is one of the most routine forms of analysis of RNA 3D structures. However, traditional rSS assignment programs require full-atomic structures of the individual RNA nucleotides. This prevents their application to the modeling of RNA structures in which base atoms are missing. To address this issue, Coarse-grained Secondary Structure of RNA (CSSR), an algorithm for the assignment of rSS for structures in which nucleobase atomic positions are incomplete, has been developed. Using CSSR, an rSS assignment accuracy of ∼90% is achieved even for RNA structures in which only one backbone atom per nucleotide is known. Thus, CSSR will be useful for the analysis of experimentally determined and computationally predicted RNA 3D structures alike. The source code of CSSR is available at https://github.com/pylelab/CSSR.
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27
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Manigrasso J, Chillón I, Genna V, Vidossich P, Somarowthu S, Pyle AM, De Vivo M, Marcia M. Author Correction: Visualizing group II intron dynamics between the first and second steps of splicing. Nat Commun 2022; 13:1. [PMID: 34983933 PMCID: PMC8727560 DOI: 10.1038/s41467-021-27699-2] [Citation(s) in RCA: 257] [Impact Index Per Article: 128.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
Affiliation(s)
- Jacopo Manigrasso
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Isabel Chillón
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France
| | - Vito Genna
- Department of Structural and Computational Biology, Institute for Research in Biomedicine (IRB), Parc Científic de Barcelona, C/ Baldiri Reixac 10-12, 08028, Barcelona, Spain
| | - Pietro Vidossich
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Srinivas Somarowthu
- Department of Biochemistry & Molecular Biology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, New Haven, CT, 06511, USA.,Department of Chemistry, Yale University, New Haven, CT, 06511, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy.
| | - Marco Marcia
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France.
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28
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Guo R, Pyle AM. Monitoring functional RNA binding of RNA-dependent ATPase enzymes such as SF2 helicases using RNA dependent ATPase assays: A RIG-I case study. Methods Enzymol 2022; 673:39-52. [DOI: 10.1016/bs.mie.2022.03.064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
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29
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Cable J, Heard E, Hirose T, Prasanth KV, Chen LL, Henninger JE, Quinodoz SA, Spector DL, Diermeier SD, Porman AM, Kumar D, Feinberg MW, Shen X, Unfried JP, Johnson R, Chen CK, Wilusz JE, Lempradl A, McGeary SE, Wahba L, Pyle AM, Hargrove AE, Simon MD, Marcia M, Przanowska RK, Chang HY, Jaffrey SR, Contreras LM, Chen Q, Shi J, Mendell JT, He L, Song E, Rinn JL, Lalwani MK, Kalem MC, Chuong EB, Maquat LE, Liu X. Noncoding RNAs: biology and applications-a Keystone Symposia report. Ann N Y Acad Sci 2021; 1506:118-141. [PMID: 34791665 PMCID: PMC9808899 DOI: 10.1111/nyas.14713] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Accepted: 10/06/2021] [Indexed: 01/07/2023]
Abstract
The human transcriptome contains many types of noncoding RNAs, which rival the number of protein-coding species. From long noncoding RNAs (lncRNAs) that are over 200 nucleotides long to piwi-interacting RNAs (piRNAs) of only 20 nucleotides, noncoding RNAs play important roles in regulating transcription, epigenetic modifications, translation, and cell signaling. Roles for noncoding RNAs in disease mechanisms are also being uncovered, and several species have been identified as potential drug targets. On May 11-14, 2021, the Keystone eSymposium "Noncoding RNAs: Biology and Applications" brought together researchers working in RNA biology, structure, and technologies to accelerate both the understanding of RNA basic biology and the translation of those findings into clinical applications.
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Affiliation(s)
| | - Edith Heard
- European Molecular Biology Laboratory (EMBL), Heidelberg, Heidelberg, Germany
- Collège de France, Paris, France
| | - Tetsuro Hirose
- Graduate School of Frontier Biosciences, Osaka University, Suita, Japan
- Institute for Genetic Medicine, Hokkaido University, Sapporo, Japan
| | - Kannanganattu V Prasanth
- Department of Cell and Developmental Biology, Cancer Center at Illinois, University of Illinois at Urbana-Champaign, Urbana, Illinois
| | - Ling-Ling Chen
- State Key Laboratory of Molecular Biology, Shanghai Key Laboratory of Molecular Andrology, CAS Center for Excellence in Molecular Cell Science, Shanghai Institute of Biochemistry and Cell Biology, University of the Chinese Academy of Sciences, Shanghai, China
- School of Life Science and Technology, ShanghaiTech University, Shanghai, China
- School of Life Sciences, Hangzhou Institute for Advanced Study, University of the Chinese Academy of Sciences, Hangzhou, China
| | | | - Sofia A Quinodoz
- Department of Chemical and Biological Engineering, Princeton University, Princeton, New Jersey
| | - David L Spector
- Cold Spring Harbor Laboratory, Cold Spring Harbor and Genetics Program, Stony Brook University, Stony Brook, New York
| | - Sarah D Diermeier
- Department of Biochemistry, University of Otago, Dunedin, New Zealand
| | - Allison M Porman
- Biochemistry and Molecular Genetics Department, University of Colorado, Anschutz Medical Campus, Aurora, Colorado
| | - Dhiraj Kumar
- Department of Cancer Biology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Mark W Feinberg
- Cardiovascular Division, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Xiaohua Shen
- Tsinghua-Peking Joint Center for Life Sciences, School of Medicine and School of Life Sciences, Tsinghua University, Beijing, China
| | - Juan Pablo Unfried
- Center for Applied Medical Research (CIMA), Department of Gene Therapy and Regulation of Gene Expression, Universidad de Navarra (UNAV), Pamplona, Spain
| | - Rory Johnson
- Department of Medical Oncology, Inselspital, Bern University Hospital; and Department for BioMedical Research University of Bern, Bern, Switzerland
- School of Biology and Environmental Science and Conway Institute for Biomolecular and Biomedical Research, University College Dublin, Dublin, Ireland
| | - Chun-Kan Chen
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, California
- Department of Genetics, Stanford University School of Medicine, Stanford, California
| | - Jeremy E Wilusz
- Department of Biochemistry and Biophysics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania
| | - Adelheid Lempradl
- Department of Metabolism and Nutritional Programming, Van Andel Research Institute, Grand Rapids, Michigan
| | - Sean E McGeary
- Whitehead Institute for Biomedical Research, Cambridge, Massachusetts
- Howard Hughes Medical Institute and Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts
| | - Lamia Wahba
- Department of Genetics, Stanford University School of Medicine, Stanford, California
- Department of Pathology, Stanford University School of Medicine, Stanford, California
| | - Anna Marie Pyle
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut
- Connecticut and Howard Hughes Medical Institute, Chevy Chase, Maryland
| | | | - Matthew D Simon
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut
| | - Marco Marcia
- European Molecular Biology Laboratory (EMBL) Grenoble, Grenoble, France
| | - Róża K Przanowska
- Department of Biochemistry and Molecular Genetics, University of Virginia School of Medicine, Charlottesville, Virginia
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, California
- Howard Hughes Medical Institute, Stanford University, Stanford, California
| | - Samie R Jaffrey
- Department of Pharmacology, Weill Medical College of Cornell University, New York, New York
| | - Lydia M Contreras
- McKetta Department of Chemical Engineering, University of Texas at Austin, Austin, Texas
| | - Qi Chen
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, California
| | - Junchao Shi
- Division of Biomedical Sciences, School of Medicine, University of California, Riverside, Riverside, California
| | - Joshua T Mendell
- Department of Molecular Biology, Harold C. Simmons Comprehensive Cancer Center, Hamon Center for Regenerative Science and Medicine; and Howard Hughes Medical Institute, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Lin He
- Division of Cellular and Developmental Biology, Molecular and Cell Biology Department, University of California at Berkeley, Berkeley, California
| | - Erwei Song
- Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Medical Research Center and Breast Tumor Center, Sun Yat-sen Memorial Hospital, Sun Yat-sen University; Bioland Laboratory; Program of Molecular Medicine, Zhongshan School of Medicine, Sun Yat-sen University; and Fountain-Valley Institute for Life Sciences, Guangzhou Institute of Biomedicine and Health, Chinese Academy of Sciences Guangzhou, Guangzhou, China
| | - John L Rinn
- Department of Biochemistry, BioFrontiers Institute, and Howard Hughes Medical Institute, University of Colorado Boulder, Boulder, Colorado
| | - Mukesh Kumar Lalwani
- Queens Medical Research Institute, BHF Centre for Cardiovascular Sciences, University of Edinburgh, Scotland, United Kingdom
| | - Murat Can Kalem
- Department of Microbiology and Immunology, Witebsky Center for Microbial Pathogenesis and Immunology, Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, SUNY, Buffalo, New York
| | - Edward B Chuong
- Department of Molecular, Cellular, and Developmental Biology and BioFrontiers Institute, University of Colorado Boulder, Boulder, Colorado
| | - Lynne E Maquat
- Department of Biochemistry and Biophysics, School of Medicine and Dentistry and Center for RNA Biology, University of Rochester, Rochester, New York
| | - Xuhang Liu
- Laboratory of Systems Cancer Biology, The Rockefeller University, New York, New York
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30
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Ren X, Gelinas AD, Linehan M, Iwasaki A, Wang W, Janjic N, Pyle AM. Evolving A RIG-I Antagonist: A Modified DNA Aptamer Mimics Viral RNA. J Mol Biol 2021; 433:167227. [PMID: 34487794 DOI: 10.1016/j.jmb.2021.167227] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2021] [Revised: 08/09/2021] [Accepted: 08/26/2021] [Indexed: 12/25/2022]
Abstract
Vertebrate organisms express a diversity of protein receptors that recognize and respond to the presence of pathogenic molecules, functioning as an early warning system for infection. As a result of mutation or dysregulated metabolism, these same innate immune receptors can be inappropriately activated, leading to inflammation and disease. One of the most important receptors for detection and response to RNA viruses is called RIG-I, and dysregulation of this protein is linked with a variety of disease states. Despite its central role in inflammatory responses, antagonists for RIG-I are underdeveloped. In this study, we use invitro selection from a pool of modified DNA aptamers to create a high affinity RIG-I antagonist. A high resolution crystal structure of the complex reveals molecular mimicry between the aptamer and the 5'-triphosphate terminus of viral ligands, which bind to the same amino acids within the CTD recognition platform of the RIG-I receptor. Our study suggests a powerful, generalizable strategy for generating immunomodulatory drugs and mechanistic tool compounds.
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MESH Headings
- Antigens, Viral/chemistry
- Antigens, Viral/metabolism
- Aptamers, Nucleotide/chemistry
- Aptamers, Nucleotide/metabolism
- Binding Sites
- Cloning, Molecular
- Crystallography, X-Ray
- DEAD Box Protein 58/chemistry
- DEAD Box Protein 58/genetics
- DEAD Box Protein 58/metabolism
- Escherichia coli/genetics
- Escherichia coli/metabolism
- Gene Expression
- Genetic Vectors/chemistry
- Genetic Vectors/metabolism
- Humans
- Immunologic Factors/chemistry
- Immunologic Factors/metabolism
- Kinetics
- Models, Molecular
- Molecular Mimicry
- Mutation
- Nucleic Acid Conformation
- Protein Binding
- Protein Conformation, alpha-Helical
- Protein Conformation, beta-Strand
- Protein Interaction Domains and Motifs
- RNA, Viral/chemistry
- RNA, Viral/metabolism
- Receptors, Immunologic/chemistry
- Receptors, Immunologic/genetics
- Receptors, Immunologic/metabolism
- Recombinant Proteins/chemistry
- Recombinant Proteins/genetics
- Recombinant Proteins/metabolism
- SELEX Aptamer Technique
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Affiliation(s)
- Xiaoming Ren
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA
| | - Amy D Gelinas
- SomaLogic, Inc., 2945 Wilderness Place, Boulder, CO 80301, USA
| | - Melissa Linehan
- Department of Immunobiology, Yale University, New Haven, CT 06519, USA
| | - Akiko Iwasaki
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA; Department of Immunobiology, Yale University, New Haven, CT 06519, USA
| | - Wenshuai Wang
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
| | - Nebojsa Janjic
- SomaLogic, Inc., 2945 Wilderness Place, Boulder, CO 80301, USA.
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA.
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31
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Thoresen D, Wang W, Galls D, Guo R, Xu L, Pyle AM. The molecular mechanism of RIG-I activation and signaling. Immunol Rev 2021; 304:154-168. [PMID: 34514601 PMCID: PMC9293153 DOI: 10.1111/imr.13022] [Citation(s) in RCA: 83] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 08/10/2021] [Accepted: 08/17/2021] [Indexed: 12/25/2022]
Abstract
RIG‐I is our first line of defense against RNA viruses, serving as a pattern recognition receptor that identifies molecular features common among dsRNA and ssRNA viral pathogens. RIG‐I is maintained in an inactive conformation as it samples the cellular space for pathogenic RNAs. Upon encounter with the triphosphorylated terminus of blunt‐ended viral RNA duplexes, the receptor changes conformation and releases a pair of signaling domains (CARDs) that are selectively modified and interact with an adapter protein (MAVS), thereby triggering a signaling cascade that stimulates transcription of interferons. Here, we describe the structural determinants for specific RIG‐I activation by viral RNA, and we describe the strategies by which RIG‐I remains inactivated in the presence of host RNAs. From the initial RNA triggering event to the final stages of interferon expression, we describe the experimental evidence underpinning our working knowledge of RIG‐I signaling. We draw parallels with behavior of related proteins MDA5 and LGP2, describing evolutionary implications of their collective surveillance of the cell. We conclude by describing the cell biology and immunological investigations that will be needed to accurately describe the role of RIG‐I in innate immunity and to provide the necessary foundation for pharmacological manipulation of this important receptor.
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Affiliation(s)
- Daniel Thoresen
- Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - Wenshuai Wang
- Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - Drew Galls
- Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - Rong Guo
- Chemistry, Yale University, New Haven, CT, USA
| | - Ling Xu
- Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - Anna Marie Pyle
- Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA.,Chemistry, Yale University, New Haven, CT, USA.,Howard Hughes Medical Institute, Yale University, New Haven, CT, USA
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32
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Ravindra NG, Alfajaro MM, Gasque V, Huston NC, Wan H, Szigeti-Buck K, Yasumoto Y, Greaney AM, Habet V, Chow RD, Chen JS, Wei J, Filler RB, Wang B, Wang G, Niklason LE, Montgomery RR, Eisenbarth SC, Chen S, Williams A, Iwasaki A, Horvath TL, Foxman EF, Pierce RW, Pyle AM, van Dijk D, Wilen CB. Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium identifies target cells, alterations in gene expression, and cell state changes. PLoS Biol 2021; 19:e3001143. [PMID: 33730024 PMCID: PMC8007021 DOI: 10.1371/journal.pbio.3001143] [Citation(s) in RCA: 143] [Impact Index Per Article: 47.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 03/29/2021] [Accepted: 02/08/2021] [Indexed: 01/21/2023] Open
Abstract
There are currently limited Food and Drug Administration (FDA)-approved drugs and vaccines for the treatment or prevention of Coronavirus Disease 2019 (COVID-19). Enhanced understanding of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) infection and pathogenesis is critical for the development of therapeutics. To provide insight into viral replication, cell tropism, and host-viral interactions of SARS-CoV-2, we performed single-cell (sc) RNA sequencing (RNA-seq) of experimentally infected human bronchial epithelial cells (HBECs) in air-liquid interface (ALI) cultures over a time course. This revealed novel polyadenylated viral transcripts and highlighted ciliated cells as a major target at the onset of infection, which we confirmed by electron and immunofluorescence microscopy. Over the course of infection, the cell tropism of SARS-CoV-2 expands to other epithelial cell types including basal and club cells. Infection induces cell-intrinsic expression of type I and type III interferons (IFNs) and interleukin (IL)-6 but not IL-1. This results in expression of interferon-stimulated genes (ISGs) in both infected and bystander cells. This provides a detailed characterization of genes, cell types, and cell state changes associated with SARS-CoV-2 infection in the human airway.
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Affiliation(s)
- Neal G. Ravindra
- Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School Medicine, New Haven, Connecticut, United States of America
- Department of Computer Science, Yale University, New Haven, Connecticut, United States of America
| | - Mia Madel Alfajaro
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Victor Gasque
- Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School Medicine, New Haven, Connecticut, United States of America
- Department of Computer Science, Yale University, New Haven, Connecticut, United States of America
- Universite Claude Bernard Lyon 1, Faculte de Medecine Lyon Est, Lyon, France
- Department de Bioinformatique, Univ Evry, Universite Paris-Saclay, Paris, France
| | - Nicholas C. Huston
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Klara Szigeti-Buck
- Department of Comparative Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Neuroscience, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, Connecticut, United of States of America
| | - Yuki Yasumoto
- Department of Comparative Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Neuroscience, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, Connecticut, United of States of America
| | - Allison M. Greaney
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States of America
| | - Victoria Habet
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Ryan D. Chow
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Jennifer S. Chen
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Jin Wei
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Renata B. Filler
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Bao Wang
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Guilin Wang
- Yale Center for Genome Analysis, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Laura E. Niklason
- Department of Biomedical Engineering, Yale University, New Haven, Connecticut, United States of America
- Department of Anesthesiology, Yale University, New Haven, Connecticut, United States of America
| | - Ruth R. Montgomery
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Stephanie C. Eisenbarth
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Sidi Chen
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Adam Williams
- The Jackson Laboratory, Farmington, Connecticut, United States of America
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
| | - Tamas L. Horvath
- Department of Comparative Medicine, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Neuroscience, Yale School of Medicine, New Haven, Connecticut, United States of America
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, Connecticut, United of States of America
| | - Ellen F. Foxman
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
| | - Richard W. Pierce
- Department of Pediatrics, Yale School of Medicine, New Haven, Connecticut, United States of America
| | - Anna Marie Pyle
- Department of Genetics, Yale School of Medicine, New Haven, Connecticut, United States of America
- Howard Hughes Medical Institute, Chevy Chase, Maryland, United States of America
| | - David van Dijk
- Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School Medicine, New Haven, Connecticut, United States of America
- Department of Computer Science, Yale University, New Haven, Connecticut, United States of America
| | - Craig B. Wilen
- Department of Laboratory Medicine, Yale University, New Haven, Connecticut, United States of America
- Department of Immunobiology, Yale University, New Haven, Connecticut, United States of America
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33
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Tavares RDCA, Mahadeshwar G, Wan H, Huston NC, Pyle AM. The global and local distribution of RNA structure throughout the SARS-CoV-2 genome. J Virol 2021; 95:JVI.02190-20. [PMID: 33268519 PMCID: PMC8092842 DOI: 10.1128/jvi.02190-20] [Citation(s) in RCA: 46] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Accepted: 11/30/2020] [Indexed: 02/08/2023] Open
Abstract
SARS-CoV-2 is the causative viral agent of COVID-19, the disease at the center of the current global pandemic. While knowledge of highly structured regions is integral for mechanistic insights into the viral infection cycle, very little is known about the location and folding stability of functional elements within the massive, ∼30kb SARS-CoV-2 RNA genome. In this study, we analyze the folding stability of this RNA genome relative to the structural landscape of other well-known viral RNAs. We present an in-silico pipeline to predict regions of high base pair content across long genomes and to pinpoint hotspots of well-defined RNA structures, a method that allows for direct comparisons of RNA structural complexity within the several domains in SARS-CoV-2 genome. We report that the SARS-CoV-2 genomic propensity for stable RNA folding is exceptional among RNA viruses, superseding even that of HCV, one of the most structured viral RNAs in nature. Furthermore, our analysis suggests varying levels of RNA structure across genomic functional regions, with accessory and structural ORFs containing the highest structural density in the viral genome. Finally, we take a step further to examine how individual RNA structures formed by these ORFs are affected by the differences in genomic and subgenomic contexts, which given the technical difficulty of experimentally separating cellular mixtures of sgRNA from gRNA, is a unique advantage of our in-silico pipeline. The resulting findings provide a useful roadmap for planning focused empirical studies of SARS-CoV-2 RNA biology, and a preliminary guide for exploring potential SARS-CoV-2 RNA drug targets.Importance The RNA genome of SARS-CoV-2 is among the largest and most complex viral genomes, and yet its RNA structural features remain relatively unexplored. Since RNA elements guide function in most RNA viruses, and they represent potential drug targets, it is essential to chart the architectural features of SARS-CoV-2 and pinpoint regions that merit focused study. Here we show that RNA folding stability of SARS-CoV-2 genome is exceptional among viral genomes and we develop a method to directly compare levels of predicted secondary structure across SARS-CoV-2 domains. Remarkably, we find that coding regions display the highest structural propensity in the genome, forming motifs that differ between the genomic and subgenomic contexts. Our approach provides an attractive strategy to rapidly screen for candidate structured regions based on base pairing potential and provides a readily interpretable roadmap to guide functional studies of RNA viruses and other pharmacologically relevant RNA transcripts.
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Affiliation(s)
| | - Gandhar Mahadeshwar
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
| | - Han Wan
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
| | - Nicholas C Huston
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
| | - Anna Marie Pyle
- Department of Chemistry, Yale University, New Haven, CT 06511, USA
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA
- Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
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34
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Huston NC, Wan H, Strine MS, de Cesaris Araujo Tavares R, Wilen CB, Pyle AM. Comprehensive in vivo secondary structure of the SARS-CoV-2 genome reveals novel regulatory motifs and mechanisms. Mol Cell 2021; 81:584-598.e5. [PMID: 33444546 PMCID: PMC7775661 DOI: 10.1016/j.molcel.2020.12.041] [Citation(s) in RCA: 157] [Impact Index Per Article: 52.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Revised: 11/06/2020] [Accepted: 12/21/2020] [Indexed: 02/07/2023]
Abstract
Severe-acute-respiratory-syndrome-related coronavirus 2 (SARS-CoV-2) is the positive-sense RNA virus that causes coronavirus disease 2019 (COVID-19). The genome of SARS-CoV-2 is unique among viral RNAs in its vast potential to form RNA structures, yet as much as 97% of its 30 kilobases have not been structurally explored. Here, we apply a novel long amplicon strategy to determine the secondary structure of the SARS-CoV-2 RNA genome at single-nucleotide resolution in infected cells. Our in-depth structural analysis reveals networks of well-folded RNA structures throughout Orf1ab and reveals aspects of SARS-CoV-2 genome architecture that distinguish it from other RNA viruses. Evolutionary analysis shows that several features of the SARS-CoV-2 genomic structure are conserved across β-coronaviruses, and we pinpoint regions of well-folded RNA structure that merit downstream functional analysis. The native, secondary structure of SARS-CoV-2 presented here is a roadmap that will facilitate focused studies on the viral life cycle, facilitate primer design, and guide the identification of RNA drug targets against COVID-19.
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Affiliation(s)
- Nicholas C Huston
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT 06511, USA
| | - Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06511, USA
| | - Madison S Strine
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Department of Immunobiology, Yale School of Medicine, New Haven, CT 06519, USA
| | | | - Craig B Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT 06510, USA; Department of Immunobiology, Yale School of Medicine, New Haven, CT 06519, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06511, USA; Department of Chemistry, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA.
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35
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Ravindra NG, Alfajaro MM, Gasque V, Habet V, Wei J, Filler RB, Huston NC, Wan H, Szigeti-Buck K, Wang B, Wang G, Montgomery RR, Eisenbarth SC, Williams A, Pyle AM, Iwasaki A, Horvath TL, Foxman EF, Pierce RW, van Dijk D, Wilen CB. Single-cell longitudinal analysis of SARS-CoV-2 infection in human airway epithelium. bioRxiv 2020:2020.05.06.081695. [PMID: 32511382 PMCID: PMC7263511 DOI: 10.1101/2020.05.06.081695] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
SARS-CoV-2, the causative agent of COVID-19, has tragically burdened individuals and institutions around the world. There are currently no approved drugs or vaccines for the treatment or prevention of COVID-19. Enhanced understanding of SARS-CoV-2 infection and pathogenesis is critical for the development of therapeutics. To reveal insight into viral replication, cell tropism, and host-viral interactions of SARS-CoV-2 we performed single-cell RNA sequencing of experimentally infected human bronchial epithelial cells (HBECs) in air-liquid interface cultures over a time-course. This revealed novel polyadenylated viral transcripts and highlighted ciliated cells as a major target of infection, which we confirmed by electron microscopy. Over the course of infection, cell tropism of SARS-CoV-2 expands to other epithelial cell types including basal and club cells. Infection induces cell-intrinsic expression of type I and type III IFNs and IL6 but not IL1. This results in expression of interferon-stimulated genes in both infected and bystander cells. We observe similar gene expression changes from a COVID-19 patient ex vivo. In addition, we developed a new computational method termed CONditional DENSity Embedding (CONDENSE) to characterize and compare temporal gene dynamics in response to infection, which revealed genes relating to endothelin, angio-genesis, interferon, and inflammation-causing signaling pathways. In this study, we conducted an in-depth analysis of SARS-CoV-2 infection in HBECs and a COVID-19 patient and revealed genes, cell types, and cell state changes associated with infection.
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Affiliation(s)
- Neal G. Ravindra
- Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Computer Science, Yale University, New Haven, CT, USA
| | - Mia Madel Alfajaro
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Victor Gasque
- Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Computer Science, Yale University, New Haven, CT, USA
- Université Claude Bernard Lyon 1, Faculté de Médecine Lyon Est, Lyon, France
- Département de Bioinformatique, Univ Evry, Université Paris-Saclay, Paris, France
| | - Victoria Habet
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
| | - Jin Wei
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Renata B. Filler
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Nicholas C. Huston
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
| | - Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, CT, USA
| | - Klara Szigeti-Buck
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
- Department of Obstetrics, Gynecology, and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA
| | - Bao Wang
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Guilin Wang
- Yale Center for Genome Analysis, Yale School of Medicine, New Haven, CT, USA
| | - Ruth R. Montgomery
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Stephanie C. Eisenbarth
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | | | - Anna Marie Pyle
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Akiko Iwasaki
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
- Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, CT, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
| | - Tamas L. Horvath
- Department of Molecular Biophysics & Biochemistry, Yale School of Medicine, New Haven, CT, USA
- Department of Molecular, Cellular, and Developmental Biology, Yale School of Medicine, New Haven, CT, USA
- Department of Comparative Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Ellen F. Foxman
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Richard W. Pierce
- Department of Pediatrics, Yale School of Medicine, New Haven, CT, USA
| | - David van Dijk
- Cardiovascular Research Center, Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Computer Science, Yale University, New Haven, CT, USA
| | - Craig B. Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
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Huston NC, Wan H, de Cesaris Araujo Tavares R, Wilen C, Pyle AM. Comprehensive in-vivo secondary structure of the SARS-CoV-2 genome reveals novel regulatory motifs and mechanisms. bioRxiv 2020:2020.07.10.197079. [PMID: 32676598 PMCID: PMC7359520 DOI: 10.1101/2020.07.10.197079] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
SARS-CoV-2 is the positive-sense RNA virus that causes COVID-19, a disease that has triggered a major human health and economic crisis. The genome of SARS-CoV-2 is unique among viral RNAs in its vast potential to form stable RNA structures and yet, as much as 97% of its 30 kilobases have not been structurally explored in the context of a viral infection. Our limited knowledge of SARS-CoV-2 genomic architecture is a fundamental limitation to both our mechanistic understanding of coronavirus life cycle and the development of COVID-19 RNA-based therapeutics. Here, we apply a novel long amplicon strategy to determine for the first time the secondary structure of the SARS-CoV-2 RNA genome probed in infected cells. In addition to the conserved structural motifs at the viral termini, we report new structural features like a conformationally flexible programmed ribosomal frameshifting pseudoknot, and a host of novel RNA structures, each of which highlights the importance of studying viral structures in their native genomic context. Our in-depth structural analysis reveals extensive networks of well-folded RNA structures throughout Orf1ab and reveals new aspects of SARS-CoV-2 genome architecture that distinguish it from other single-stranded, positive-sense RNA viruses. Evolutionary analysis of RNA structures in SARS-CoV-2 shows that several features of its genomic structure are conserved across beta coronaviruses and we pinpoint individual regions of well-folded RNA structure that merit downstream functional analysis. The native, complete secondary structure of SAR-CoV-2 presented here is a roadmap that will facilitate focused studies on mechanisms of replication, translation and packaging, and guide the identification of new RNA drug targets against COVID-19.
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Affiliation(s)
- Nicholas C. Huston
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, CT, USA
| | - Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, USA
| | | | - Craig Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT, USA
- Department of Chemistry, Yale University, New Haven, CT, USA
- Howard Hughes Medical Institute, Chevy Chase, MD, USA
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Manigrasso J, Chillón I, Genna V, Vidossich P, Somarowthu S, Pyle AM, De Vivo M, Marcia M. Visualizing group II intron dynamics between the first and second steps of splicing. Nat Commun 2020; 11:2837. [PMID: 32503992 PMCID: PMC7275048 DOI: 10.1038/s41467-020-16741-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2019] [Accepted: 05/18/2020] [Indexed: 12/21/2022] Open
Abstract
Group II introns are ubiquitous self-splicing ribozymes and retrotransposable elements evolutionarily and chemically related to the eukaryotic spliceosome, with potential applications as gene-editing tools. Recent biochemical and structural data have captured the intron in multiple conformations at different stages of catalysis. Here, we employ enzymatic assays, X-ray crystallography, and molecular simulations to resolve the spatiotemporal location and function of conformational changes occurring between the first and the second step of splicing. We show that the first residue of the highly-conserved catalytic triad is protonated upon 5’-splice-site scission, promoting a reversible structural rearrangement of the active site (toggling). Protonation and active site dynamics induced by the first step of splicing facilitate the progression to the second step. Our insights into the mechanism of group II intron splicing parallels functional data on the spliceosome, thus reinforcing the notion that these evolutionarily-related molecular machines share the same enzymatic strategy. Group II introns are self-splicing ribozymes. Here, the authors employ enzymatic assay, X-ray crystallography and molecular dynamics simulations to show that protonation of the group II intron catalytic triad plays an important role for the transition from the first to the second step of splicing.
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Affiliation(s)
- Jacopo Manigrasso
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Isabel Chillón
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France
| | - Vito Genna
- Department of Structural and Computational Biology, Institute for Research in Biomedicine (IRB), Parc Científic de Barcelona, C/ Baldiri Reixac 10-12, 08028, Barcelona, Spain
| | - Pietro Vidossich
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy
| | - Srinivas Somarowthu
- Department of Biochemistry & Molecular Biology, Drexel University College of Medicine, Philadelphia, PA, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, New Haven, CT, 06511, USA.,Department of Chemistry, Yale University, New Haven, CT, 06511, USA.,Howard Hughes Medical Institute, Chevy Chase, MD, 20815, USA
| | - Marco De Vivo
- Laboratory of Molecular Modelling & Drug Discovery, Istituto Italiano di Tecnologia, Via Morego 30, 16163, Genoa, Italy.
| | - Marco Marcia
- European Molecular Biology Laboratory (EMBL) Grenoble, 71 Avenue des Martyrs, Grenoble, 38042, France.
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Guo LT, Adams RL, Wan H, Huston NC, Potapova O, Olson S, Gallardo CM, Graveley BR, Torbett BE, Pyle AM. Sequencing and Structure Probing of Long RNAs Using MarathonRT: A Next-Generation Reverse Transcriptase. J Mol Biol 2020; 432:3338-3352. [PMID: 32259542 PMCID: PMC7556701 DOI: 10.1016/j.jmb.2020.03.022] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 03/03/2020] [Accepted: 03/19/2020] [Indexed: 12/31/2022]
Abstract
Reverse transcriptase (RT) enzymes are indispensable tools for interrogating diverse aspects of RNA metabolism and transcriptome composition. Due to the growing interest in sequence and structural complexity of long RNA molecules, processive RT enzymes are now required for preserving linkage and information content in mixed populations of transcripts, and the low-processivity RT enzymes that are commercially available cannot meet this need. MarathonRT is encoded within a eubacterial group II intron, and it has been shown to efficiently copy highly structured long RNA molecules in a single pass. In this work, we systematically characterize MarathonRT as a tool enzyme and optimize its performance in a variety of applications that include single-cycle reverse transcription of long RNAs, dimethyl sulfate mutational profiling (DMS-MaP), selective 2'-hydroxyl acylation analyzed by primer extension and mutational profiling (SHAPE-MaP), using ultra-long amplicons and the detection of natural RNA base modifications. By diversifying MarathonRT reaction protocols, we provide an upgraded suite of tools for cutting-edge RNA research and clinical application.
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Affiliation(s)
- Li-Tao Guo
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Rebecca L Adams
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Han Wan
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Nicholas C Huston
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Olga Potapova
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA
| | - Sara Olson
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, UConn Health, Farmington, CT 06030-6403, USA
| | | | - Brenton R Graveley
- Department of Genetics and Genome Sciences, Institute for Systems Genomics, UConn Health, Farmington, CT 06030-6403, USA
| | | | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT 06520, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA; Department of Chemistry, Yale University, New Haven, CT 06520, USA.
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Ren X, Linehan MM, Iwasaki A, Pyle AM. RIG-I Selectively Discriminates against 5'-Monophosphate RNA. Cell Rep 2020; 26:2019-2027.e4. [PMID: 30784585 DOI: 10.1016/j.celrep.2019.01.107] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Revised: 12/31/2018] [Accepted: 01/29/2019] [Indexed: 12/25/2022] Open
Abstract
The innate immune sensor RIG-I must sensitively detect and respond to viral RNAs that enter the cytoplasm, while remaining unresponsive to the abundance of structurally similar RNAs that are the products of host metabolism. In the case of RIG-I, these viral and host targets differ by only a few atoms, and a molecular mechanism for such selective differentiation has remained elusive. Using a combination of quantitative biophysical and immunological studies, we show that RIG-I, which is normally activated by duplex RNAs containing a 5'-tri- or diphosphate (5'-ppp or 5'-pp RNAs), is actively antagonized by RNAs containing 5'-monophosphates (5'-p RNAs). This is accomplished by a gating mechanism in which an alternative RIG-I conformation blocks the C-terminal domain (CTD) upon 5'-p RNA binding, thereby short circuiting the activation of signaling.
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Affiliation(s)
- Xiaoming Ren
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, 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 06511, 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 06511, USA; Howard Hughes Medical Institute, Yale University, New Haven, CT 06520, USA.
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40
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Abstract
The RIG-I receptor plays a key role in the vertebrate innate immune system, where it functions as a sensor for detecting infection by RNA viruses. Although agonists of RIG-I show great potential as antitumor and antimicrobial therapies, antagonists of RIG-I remain undeveloped, despite the role of RIG-I hyperstimulation in a range of diseases, including COPD and autoimmune disorders. There is now a wealth of information on RIG-I structure, enzymatic function, and signaling mechanism that can drive new drug design strategies. Here, we used the enzymatic activity of RIG-I to develop assays for high-throughput screening, SAR, and downstream optimization of RIG-I antagonists. Using this approach, we have developed potent RIG-I antagonists that interact directly with the receptor and which inhibit RIG-I signaling and interferon response in living cells.
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Affiliation(s)
- David C Rawling
- Inflammatix, Inc , Burlingame , California 94010 , United States
| | - G Erik Jagdmann
- Department of Molecular, Cellular and Developmental Biology , Yale University , New Haven , Connecticut 06520 , United States
| | - Olga Potapova
- Department of Molecular, Cellular and Developmental Biology , Yale University , New Haven , Connecticut 06520 , United States
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology , Yale University , New Haven , Connecticut 06520 , United States
- Howard Hughes Medical Institute , New Haven , Connecticut 06520 , United States
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41
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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] [What about the content of this article? (0)] [Affiliation(s)] [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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42
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Jiang X, Muthusamy V, Fedorova O, Kong Y, Kim DJ, Bosenberg M, Pyle AM, Iwasaki A. Intratumoral delivery of RIG-I agonist SLR14 induces robust antitumor responses. J Exp Med 2019; 216:2854-2868. [PMID: 31601678 PMCID: PMC6888973 DOI: 10.1084/jem.20190801] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2019] [Revised: 08/12/2019] [Accepted: 09/11/2019] [Indexed: 12/19/2022] Open
Abstract
Cytosolic nucleic acid-sensing pathways can be triggered to enhance immune response to cancer. In this study, we tested the antitumor activity of a unique RIG-I agonist, stem loop RNA (SLR) 14. In the immunogenic tumor models, we observed significant tumor growth delay and an extended survival in SLR14-treated mice. SLR14 also greatly improved antitumor efficacy of anti-PD1 antibody over single-agent treatment. SLR14 was mainly taken up by CD11b+ myeloid cells in the tumor microenvironment, and many genes associated with immune defense were significantly up-regulated after treatment, accompanied by increase in the number of CD8+ T lymphocytes, NK cells, and CD11b+ cells in SLR14-treated tumors. Strikingly, SLR14 dramatically inhibited nonimmunogenic B16 tumor growth, and the cured mice developed an immune memory. Furthermore, a systemic antitumor response was observed in both bilateral and tumor metastasis models. Collectively, our results demonstrate that SLR14 is a promising therapeutic RIG-I agonist for cancer treatment, either alone or in combination with existing immunotherapies.
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Affiliation(s)
- Xiaodong Jiang
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT
| | - Viswanathan Muthusamy
- Yale Center for Precision Cancer Modeling, Yale University School of Medicine, New Haven, CT
| | - Olga Fedorova
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT
- Howard Hughes Medical Institute, Chevy Chase, MD
| | - Yong Kong
- Department of Molecular Biophysics and Biochemistry, W.M. Keck Foundation Biotechnology Resource Laboratory, Yale University School of Medicine, New Haven, CT
| | - Daniel J Kim
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT
| | - Marcus Bosenberg
- Department of Dermatology, Yale University School of Medicine, New Haven, CT
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT
- Department of Chemistry, Yale University, New Haven, CT
- Howard Hughes Medical Institute, Chevy Chase, MD
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, CT
- Department of Dermatology, Yale University School of Medicine, New Haven, CT
- Howard Hughes Medical Institute, Chevy Chase, MD
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Mihaylova VT, Kong Y, Fedorova O, Sharma L, Dela Cruz CS, Pyle AM, Iwasaki A, Foxman EF. Regional Differences in Airway Epithelial Cells Reveal Tradeoff between Defense against Oxidative Stress and Defense against Rhinovirus. Cell Rep 2019; 24:3000-3007.e3. [PMID: 30208323 PMCID: PMC6190718 DOI: 10.1016/j.celrep.2018.08.033] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Revised: 06/22/2018] [Accepted: 08/13/2018] [Indexed: 12/14/2022] Open
Abstract
Rhinovirus is a leading cause of acute respiratory infections and asthma attacks, but infections are also frequently cleared from the nasal mucosa without causing symptoms. We sought to better understand host defense against rhinovirus by investigating antiviral defense in primary human nasal and bronchial airway epithelial cells cultured ex vivo. Surprisingly, upon rhinovirus infection or RIG-I stimulation, nasal-derived epithelial cells exhibited much more robust antiviral responses than bronchial-derived cells. Conversely, RIG-I stimulation triggered more robust activation of the NRF2-dependent oxidative stress response in bronchial cells compared to nasal cells. NRF2 activation dampened epithelial antiviral responses, whereas NRF2 knockdown enhanced antiviral responses and was protective during rhinovirus infection. These findings demonstrate a tradeoff in epithelial defense against distinct types of airway damage, namely, viral versus oxidative, and reveal differential calibration of defense responses in cells derived from different airway microenvironments. Airway epithelial cells form the first line of defense against harmful substances that enter the airway. Mihaylova et al. show that viral RNA detection triggers both the NRF2-mediated oxidative stress response and the antiviral interferon response in epithelial cells and demonstrates a tradeoff between these defense responses.
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Affiliation(s)
- Valia T Mihaylova
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Yong Kong
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Olga Fedorova
- Howard Hughes Medical Institute, New Haven, CT 06520, USA
| | - Lokesh Sharma
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Charles S Dela Cruz
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology and Department of Chemistry, Yale University, New Haven, CT 06520, USA; Howard Hughes Medical Institute, New Haven, CT 06520, USA
| | - Akiko Iwasaki
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT 06520, USA; Howard Hughes Medical Institute, New Haven, CT 06520, USA
| | - Ellen F Foxman
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT 06520, USA.
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Van Zandt MC, Jagdmann GE, Whitehouse DL, Ji M, Savoy J, Potapova O, Cousido-Siah A, Mitschler A, Howard EI, Pyle AM, Podjarny AD. Discovery of N-Substituted 3-Amino-4-(3-boronopropyl)pyrrolidine-3-carboxylic Acids as Highly Potent Third-Generation Inhibitors of Human Arginase I and II. J Med Chem 2019; 62:8164-8177. [PMID: 31408339 DOI: 10.1021/acs.jmedchem.9b00931] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Recent efforts to identify new highly potent arginase inhibitors have resulted in the discovery of a novel family of (3R,4S)-3-amino-4-(3-boronopropyl)pyrrolidine-3-carboxylic acid analogues with up to a 1000-fold increase in potency relative to the current standards, 2-amino-6-boronohexanoic acid (ABH) and N-hydroxy-nor-l-arginine (nor-NOHA). The lead candidate, with an N-2-amino-3-phenylpropyl substituent (NED-3238), example 43, inhibits arginase I and II with IC50 values of 1.3 and 8.1 nM, respectively. Herein, we report the design, synthesis, and structure-activity relationships for this novel series of inhibitors, along with X-ray crystallographic data for selected examples bound to human arginase II.
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Affiliation(s)
- Michael C Van Zandt
- New England Discovery Partners , 23 Business Park Drive , Branford , Connecticut 06405 , United States
| | - G Erik Jagdmann
- New England Discovery Partners , 23 Business Park Drive , Branford , Connecticut 06405 , United States
| | - Darren L Whitehouse
- New England Discovery Partners , 23 Business Park Drive , Branford , Connecticut 06405 , United States
| | - Minkoo Ji
- New England Discovery Partners , 23 Business Park Drive , Branford , Connecticut 06405 , United States
| | - Jennifer Savoy
- New England Discovery Partners , 23 Business Park Drive , Branford , Connecticut 06405 , United States
| | - Olga Potapova
- Department of Molecular, Cellular and Developmental Biology and Department of Chemistry, Howard Hughes Medical Institute , Yale University , 219 Prospect Street , New Haven , Connecticut 06511 , United States
| | - Alexandra Cousido-Siah
- Department of Integrative Biology, IGBMC, CNRS, INSERM , Université de Strasbourg , 1 rue Laurent Fries , 67404 Illkirch , France
| | - Andre Mitschler
- Department of Integrative Biology, IGBMC, CNRS, INSERM , Université de Strasbourg , 1 rue Laurent Fries , 67404 Illkirch , France
| | - Eduardo I Howard
- Instituto de Fisica de Liquidos y Sistemas Biologicos (IFLYSIB) , CONICET , Calle 59 Numero 789 , 1900 La Plata , Buenos Aires , Argentina
| | - Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology and Department of Chemistry, Howard Hughes Medical Institute , Yale University , 219 Prospect Street , New Haven , Connecticut 06511 , United States
| | - Alberto D Podjarny
- Department of Integrative Biology, IGBMC, CNRS, INSERM , Université de Strasbourg , 1 rue Laurent Fries , 67404 Illkirch , France
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Jiang X, Fedorova O, Linehan M, Dong H, Pyle AM, Iwasaki A. Intratumoral delivery of RIG-I agonist induces robust anti-tumor immune responses. The Journal of Immunology 2019. [DOI: 10.4049/jimmunol.202.supp.194.28] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Abstract
Recent studies have revealed that cytosolic nucleic acid-sensing pathways such as cGAS-STING and RIG-I-MAVS are involved in cancer biology. How to employ agents or agonists of these pathways to develop new approaches for cancer treatment is a promising direction. In this study, we synthesized a unique, binding-specific RIG-I agonist called Stem Loop RNA (SLR) 14 and evaluated its in vivo anti-tumor efficacy. When tumor volume reached 40–80 mm3, SLR14 was delivered intratumorally, every 2–3 days, for a total of 5–6 doses. Our results show that, after SLR14 treatment, B16 melanoma growth was dramatically blocked and the mice displayed long-term survival. We also observed a significant increase of tumor-infiltrating lymphocytes, and demonstrated that anti-tumor efficacy of SLR14 was T cell-dependent using RAG−/− mice and T cell depletion. Next, we tested anti-tumor efficacy of SLR14 in the mice with immunogenic tumor --YUMMER1.7 (melanoma) or MC38 (colon cancer). Similarly, we also observed a significant delay of tumor growth and extended mouse survival. Moreover, combination treatment with SLR14 and anti-PD1 in these mice led to more remarkable antitumor effects than single treatment. Lastly, we found that SLR14 was mainly taken up by CD45+CD11b+ leukocytes including neutrophils and myeloid cells, suggesting that anti-tumor efficacy of SLR14 is initiated through activation of the RIG-I pathway in innate cells within the tumor microenvironment. Taken together, our data demonstrate that synthetic RIG-I agonist SLR14 is a promising therapeutic agent for a broad spectrum of tumor subtypes. A better understanding of nucleic-acid sensing mechanisms within the tumor microenvironment may yield novel approaches for cancer immunotherapy.
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Affiliation(s)
- Xiaodong Jiang
- 1Department of Immunobiology, Yale University School of Medicine
| | - Olga Fedorova
- 2Department of Molecular, Cellular, and Developmental Biology, Yale University
| | - Melissa Linehan
- 1Department of Immunobiology, Yale University School of Medicine
| | - Huiping Dong
- 1Department of Immunobiology, Yale University School of Medicine
| | - Anna Marie Pyle
- 2Department of Molecular, Cellular, and Developmental Biology, Yale University
- 3HHMI
- 4Department of Chemistry, Yale University
| | - Akiko Iwasaki
- 1Department of Immunobiology, Yale University School of Medicine
- 2Department of Molecular, Cellular, and Developmental Biology, Yale University
- 3HHMI
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Tavares RCA, Pyle AM, Somarowthu S. Phylogenetic Analysis with Improved Parameters Reveals Conservation in lncRNA Structures. J Mol Biol 2019; 431:1592-1603. [PMID: 30890332 DOI: 10.1016/j.jmb.2019.03.012] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2018] [Revised: 03/05/2019] [Accepted: 03/11/2019] [Indexed: 12/14/2022]
Abstract
The existence of evolutionary conservation in base pairing is strong evidence for functional elements of RNA structure, although available tools for rigorous identification of structural conservation are limited. R-scape is a recently developed program for statistical prediction of pairwise covariation from sequence alignments, but it initially showed limited utility on long RNAs, especially those of eukaryotic origin. Here we show that R-scape can be adapted for a more powerful analysis of structure conservation in long RNA molecules, including mammalian lncRNAs.
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Affiliation(s)
| | - Anna Marie Pyle
- Department of Chemistry, Yale University, New Haven, CT 06511, USA; Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT 06511, USA; Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA.
| | - Srinivas Somarowthu
- Department of Biochemistry and Molecular Biology, Drexel University College of Medicine, Philadelphia, PA 19102, USA.
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Fedorova O, Jagdmann GE, Adams RL, Yuan L, Van Zandt MC, Pyle AM. Small molecules that target group II introns are potent antifungal agents. Nat Chem Biol 2018; 14:1073-1078. [PMID: 30323219 PMCID: PMC6239893 DOI: 10.1038/s41589-018-0142-0] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 08/29/2018] [Indexed: 11/09/2022]
Abstract
Specific RNA structures control numerous metabolic processes that impact human health, and yet efforts to target RNA structures de novo have been limited. In eukaryotes, the self-splicing group II intron is a mitochondrial RNA tertiary structure that is absent in vertebrates but essential for respiration in plants, fungi and yeast. Here we show that this RNA can be targeted through a process of high-throughput in vitro screening, SAR and lead optimization, resulting in high-affinity compounds that specifically inhibit group IIB intron splicing in vitro and in vivo and lack toxicity in human cells. The compounds are potent growth inhibitors of the pathogen Candida parapsilosis, displaying antifungal activity comparable to that of amphotericin B. These studies demonstrate that RNA tertiary structures can be successfully targeted de novo, resulting in pharmacologically valuable compounds.
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Affiliation(s)
- Olga Fedorova
- Howard Hughes Medical Institute, New Haven, CT, USA.,Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | | | - Rebecca L Adams
- Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA
| | - Lin Yuan
- New England Discovery Partners, Branford, CT, USA
| | | | - Anna Marie Pyle
- Howard Hughes Medical Institute, New Haven, CT, USA. .,Department of Molecular, Cellular and Developmental Biology, Yale University, New Haven, CT, USA.
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48
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Zhao C, Liu F, Pyle AM. An ultraprocessive, accurate reverse transcriptase encoded by a metazoan group II intron. RNA 2018; 24:183-195. [PMID: 29109157 PMCID: PMC5769746 DOI: 10.1261/rna.063479.117] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/10/2017] [Accepted: 10/31/2017] [Indexed: 05/24/2023]
Abstract
Group II introns and non-LTR retrotransposons encode a phylogenetically related family of highly processive reverse transcriptases (RTs) that are essential for mobility and persistence of these retroelements. Recent crystallographic studies on members of this RT family have revealed that they are structurally distinct from the retroviral RTs that are typically used in biotechnology. However, quantitative, structure-guided analysis of processivity, efficiency, and accuracy of this alternate RT family has been lacking. Here, we characterize the processivity of a group II intron maturase RT from Eubacterium rectale (E.r), for which high-resolution structural information is available. We find that the E.r. maturase RT (MarathonRT) efficiently copies transcripts at least 10 kb in length and displays superior intrinsic RT processivity compared to commercial enzymes such as Superscript IV (SSIV). The elevated processivity of MarathonRT is at least partly mediated by a loop structure in the finger subdomain that acts as a steric guard (the α-loop). Additionally, we find that a positively charged secondary RNA binding site on the surface of the RT diminishes the primer utilization efficiency of the enzyme, and that reengineering of this surface enhances capabilities of the MarathonRT. Finally, using single-molecule sequencing, we show that the error frequency of MarathonRT is comparable to that of other high-performance RTs, such as SSIV, which were tested in parallel. Our results provide a structural framework for understanding the enhanced processivity of retroelement RTs, and they demonstrate the potential for engineering a powerful new generation of RT tools for application in biotechnology and research.
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Affiliation(s)
- Chen Zhao
- Department of Molecular Biophysics and Biochemistry, Yale University, New Haven, Connecticut 06520, USA
| | - Fei Liu
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, New Haven, Connecticut 06520, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, USA
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49
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Ren X, Gelinas AD, von Carlowitz I, Janjic N, Pyle AM. Structural basis for IL-1α recognition by a modified DNA aptamer that specifically inhibits IL-1α signaling. Nat Commun 2017; 8:810. [PMID: 28993621 PMCID: PMC5634487 DOI: 10.1038/s41467-017-00864-2] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Accepted: 08/01/2017] [Indexed: 01/07/2023] Open
Abstract
IL-1α is an essential cytokine that contributes to inflammatory responses and is implicated in various forms of pathogenesis and cancer. Here we report a naphthyl modified DNA aptamer that specifically binds IL-1α and inhibits its signaling pathway. By solving the crystal structure of the IL-1α/aptamer, we provide a high-resolution structure of this critical cytokine and we reveal its functional interaction interface with high-affinity ligands. The non-helical aptamer, which represents a highly compact nucleic acid structure, contains a wealth of new conformational features, including an unknown form of G-quadruplex. The IL-1α/aptamer interface is composed of unusual polar and hydrophobic elements, along with an elaborate hydrogen bonding network that is mediated by sodium ion. IL-1α uses the same interface to interact with both the aptamer and its cognate receptor IL-1RI, thereby suggesting a novel route to immunomodulatory therapeutics. The cytokine interleukin 1α (IL-1α) plays an important role in inflammatory processes. Here the authors use SELEX to generate a modified DNA aptamer which specifically binds IL-1α, present the structure of the IL-1α/aptamer complex and show that this aptamer inhibits the IL-1α signaling pathway.
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Affiliation(s)
- Xiaoming Ren
- Department of Molecular, Cellular, and Developmental Biology, Yale University, 219 Prospect Street, New Haven, CT, 06511, USA.,Department of Chemistry, Howard Hughes Medical Institute, Yale University, New Haven, CT, 06511, USA
| | - Amy D Gelinas
- SomaLogic, Inc., 2945 Wilderness Place, Boulder, CO, 80301, USA
| | | | - Nebojsa Janjic
- SomaLogic, Inc., 2945 Wilderness Place, Boulder, CO, 80301, USA
| | - Anna Marie Pyle
- Department of Molecular, Cellular, and Developmental Biology, Yale University, 219 Prospect Street, New Haven, CT, 06511, USA. .,Department of Chemistry, Howard Hughes Medical Institute, Yale University, New Haven, CT, 06511, USA.
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Abstract
Group II introns are large, autocatalytic ribozymes that catalyze RNA splicing and retrotransposition. Splicing by group II introns plays a major role in the metabolism of plants, fungi, and yeast and contributes to genetic variation in many bacteria. Group II introns have played a major role in genome evolution, as they are likely progenitors of spliceosomal introns, retroelements, and other machinery that controls genetic variation and stability. The structure and catalytic mechanism of group II introns have recently been elucidated through a combination of genetics, chemical biology, solution biochemistry, and crystallography. These studies reveal a dynamic machine that cycles progressively through multiple conformations as it stimulates the various stages of splicing. A central active site, containing a reactive metal ion cluster, catalyzes both steps of self-splicing. These studies provide insights into RNA structure, folding, and catalysis, as they raise new questions about the behavior of RNA machines.
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Affiliation(s)
- Anna Marie Pyle
- Department of Molecular, Cellular and Developmental Biology, Yale University, Howard Hughes Medical Institute, New Haven, Connecticut 06520.,Department of Chemistry, Yale University, Howard Hughes Medical Institute, New Haven, Connecticut 06520;
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