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Kakoulidis P, Theotoki EI, Pantazopoulou VI, Vlachos IS, Emiris IZ, Stravopodis DJ, Anastasiadou E. Comparative structural insights and functional analysis for the distinct unbound states of Human AGO proteins. Sci Rep 2025; 15:9432. [PMID: 40108192 PMCID: PMC11923369 DOI: 10.1038/s41598-025-91849-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2024] [Accepted: 02/24/2025] [Indexed: 03/22/2025] Open
Abstract
The four human Argonaute (AGO) proteins, critical in RNA interference and gene regulation, exhibit high sequence and structural similarity but differ functionally. We investigated the underexplored structural relationships of these paralogs through microsecond-scale molecular dynamics simulations. Our findings reveal that AGO proteins adopt similar, yet unsynchronized, open-close states. We observed similar and unique local conformations, interdomain distances and intramolecular interactions. Conformational differences at GW182/ZSWIM8 interaction sites and in catalytic/pseudo-catalytic tetrads were minimal. Tetrads display conserved movements, interacting with distant miRNA binding residues. We pinpointed long common protein subsequences with consistent molecular movement but varying solvent accessibility per AGO. We observed diverse conformational patterns at the post-transcriptional sites of the AGOs, except for AGO4. By combining simulation data with large datasets of experimental structures and AlphaFold's predictions, we identified proteins with genomic and proteomic similarities. Some of the identified proteins operate in the mitosis pathway, sharing mitosis-related interactors and miRNA targets. Additionally, we suggest that AGOs interact with a mitosis initiator, zinc ion, by predicting potential binding sites and detecting structurally similar proteins with the same function. These findings further advance our understanding for the human AGO protein family and their role in central cellular processes.
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Affiliation(s)
- Panos Kakoulidis
- Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, 16122, Athens, Greece.
- Center of Basic Research, Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou St, 11527, Athens, Greece.
| | - Eleni I Theotoki
- Center of Basic Research, Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou St, 11527, Athens, Greece
- Section of Cell Biology and Biophysics, Department of Biology, School of Science, National and Kapodistrian University of Athens, 15701, Athens, Greece
| | - Vasiliki I Pantazopoulou
- Department of Pathology, Medical School, National and Kapodistrian University of Athens, 11527, Athens, Greece
| | - Ioannis S Vlachos
- Broad Institute of MIT and Harvard, Merkin Building, 415 Main St, Cambridge, MA, 02142, USA
- Cancer Research Institute, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215, USA
- Department of Pathology, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Boston, MA, 02215, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
- Spatial Technologies Unit, Harvard Medical School Initiative for RNA Medicine, Beth Israel Deaconess Medical Center, 330 Brookline Avenue, Dana BuildingBoston, MA, 02215, USA
| | - Ioannis Z Emiris
- Department of Informatics and Telecommunications, National and Kapodistrian University of Athens, 16122, Athens, Greece
- ATHENA Research Center, Aigialias & Chalepa, 15125, Marousi, Greece
| | - Dimitrios J Stravopodis
- Section of Cell Biology and Biophysics, Department of Biology, School of Science, National and Kapodistrian University of Athens, 15701, Athens, Greece
| | - Ema Anastasiadou
- Center of Basic Research, Biomedical Research Foundation of the Academy of Athens, 4 Soranou Ephessiou St, 11527, Athens, Greece
- Department of Health Science, Higher Colleges of Technology (HCT), Academic City Campus, 17155, Dubai, United Arab Emirates
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2
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Corey DR. It is Time to Revisit miRNA Therapeutics. Nucleic Acid Ther 2025; 35:1-5. [PMID: 39570673 PMCID: PMC11971554 DOI: 10.1089/nat.2024.0069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2024] [Accepted: 10/30/2024] [Indexed: 01/18/2025] Open
Abstract
The recent Nobel Prizes awarded to Ambros and Ruvkun have refocused attention on microRNAs (miRNAs). The importance of miRNAs for basic science has always been clear, but the application to therapy has lagged behind. This delay has been made even more apparent by the accelerating pace of successful programs using duplex RNAs and antisense oligonucleotides to target mRNA. Why has progress been slow? A clear understanding of how miRNAs function in mammalian cells is obscured by the fact that miRNAs can exert their effects through multiple complex mechanisms. This gap in our knowledge has complicated progress in drug discovery. Better insights into the mechanism of miRNAs, more rigorous definitions of miRNAs, and more powerful tools for establishing the physical contacts necessary for miRNA action are now available. These advances lead to a central question for nucleic acid therapy-can miRNAs be productive targets for drug discovery and development?
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Affiliation(s)
- David R. Corey
- Departments of Pharmacology and Biochemistry, UT Southwestern Medical Center, Dallas, Texas, USA
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3
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Lee ZM, Chang HC, Liu SF, Huang YH, Kuo HC. Argonaute2 and Argonaute4 Involved in the Pathogenesis of Kawasaki Disease via mRNA Expression Profiles. CHILDREN (BASEL, SWITZERLAND) 2025; 12:73. [PMID: 39857904 PMCID: PMC11763442 DOI: 10.3390/children12010073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/25/2024] [Revised: 12/27/2024] [Accepted: 01/03/2025] [Indexed: 01/27/2025]
Abstract
BACKGROUND Argonautes (AGOs) are a type of protein that degrade specific messenger RNAs, consequently reducing the expression of a specific gene. These proteins consist of small, single-stranded RNA or DNA and may provide a route for detecting and silencing complementary mobile genetic elements. In this research, we investigated which AGO(s) were involved in Kawasaki disease (KD). METHODS AND MATERIALS We obtained mRNA-level gene expression profiles from leukocyte samples that had previously been gathered in another study and uploaded to the NCBI GEO database. The Human Transcriptome Array (HTA 2.0) analysis included 50 children with KD prior to IVIG (KD1), 18 children with KD three weeks post-IVIG (KD3), 18 non-febrile controls (HC), and 18 febrile controls (FC), which were arranged in the quoted publications for all materials and methods in order to collect data. We used the default value of the commercialized microarray tool Partek to perform an analysis of variance and determine any significant fold changes (KD1, KD3, HC, and FC individually). RESULTS The data revealed that the AGO2 and AGO4 genes displayed significant within-group differences with p = 0.034 and 0.007, respectively. In AGO2, significant differences were observed between KD1 vs. HC + FC with p = 0.034. KD1 appears higher than the other specimens in AGO4, with significant differences between KD1 and HC (p = 0.033), KD1 and FC (p = 0.033), KD1 and KD3 (p = 0.013), and KD1 and HC + FC (p = 0.007). We observed no substantial differences in AGO1 or AGO3 (p > 0.05). There were no significant differences between AGO(s) and coronary artery lesions or intravenous immunoglobulin resistance. (p > 0.05) Conclusion: Endothelial cell inflammation and injury, two basic pathological mechanisms, are thought to be involved in coronary endothelial dysfunction in KD. AGO2 and AGO4 are likely to participate in the endothelial dysfunction of children with KD, with AGO4 potentially playing a key role, while AGO1 and AGO3 appear not to participate.
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Affiliation(s)
- Zon-Min Lee
- Department of Pharmacy and Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan;
- Department of Pharmacy, Tajen University, Pingtung 90741, Taiwan
| | - Hui-Chuan Chang
- Institute for Translational Research in Biomedicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (H.-C.C.); (S.-F.L.)
- Department of Biotechnology, College of Life Science, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Respiratory Therapy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
| | - Shih-Feng Liu
- Institute for Translational Research in Biomedicine, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan; (H.-C.C.); (S.-F.L.)
- Department of Biotechnology, College of Life Science, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
- Department of Respiratory Therapy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
| | - Ying-Hsien Huang
- Department of Pediatrics and Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan;
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
| | - Ho-Chang Kuo
- Department of Respiratory Therapy, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan
- Department of Pediatrics and Kawasaki Disease Center, Kaohsiung Chang Gung Memorial Hospital, Kaohsiung 83301, Taiwan;
- College of Medicine, Chang Gung University, Taoyuan 33302, Taiwan
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4
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Clarke A, Høye E, Hembrom A, Paynter V, Vinther J, Wyrożemski Ł, Biryukova I, Formaggioni A, Ovchinnikov V, Herlyn H, Pierce A, Wu C, Aslanzadeh M, Cheneby J, Martinez P, Friedländer M, Hovig E, Hackenberg M, Umu SU, Johansen M, Peterson K, Fromm B. MirGeneDB 3.0: improved taxonomic sampling, uniform nomenclature of novel conserved microRNA families and updated covariance models. Nucleic Acids Res 2025; 53:D116-D128. [PMID: 39673268 PMCID: PMC11701709 DOI: 10.1093/nar/gkae1094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2024] [Revised: 10/16/2024] [Accepted: 10/24/2024] [Indexed: 12/16/2024] Open
Abstract
We present a major update of MirGeneDB (3.0), the manually curated animal microRNA gene database. Beyond moving to a new server and the creation of a computational mirror, we have expanded the database with the addition of 33 invertebrate species, including representatives of 5 previously unsampled phyla, and 6 mammal species. MirGeneDB now contains entries for 21 822 microRNA genes (5160 of these from the new species) belonging to 1743 microRNA families. The inclusion of these new species allowed us to refine both the evolutionary node of appearance of a number of microRNA genes/families, as well as MirGeneDB's phylogenetically informed nomenclature system. Updated covariance models of all microRNA families, along with all smallRNA read data are now downloadable. These enhanced annotations will allow researchers to analyze microRNA properties such as secondary structure and features of their biogenesis within a robust phylogenetic context and without the database plagued with numerous false positives and false negatives. In light of these improvements, MirGeneDB 3.0 will assume the responsibility for naming conserved novel metazoan microRNAs. MirGeneDB is part of RNAcentral and Elixir Norway and is publicly and freely available at mirgenedb.org.
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Affiliation(s)
- Alexander W Clarke
- Department of Biological Sciences, 321 Life Sciences Center, Dartmouth College, 78 College St., Hanover, NH 03755, USA
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Lars Thørings veg 10, 9006 Tromsø, Norway
| | - Eirik Høye
- Centre for Molecular Medicine Norway (NCMM), Nordic EMBL Partnership, University of Oslo, 0318 Oslo, Norway
| | - Anju Angelina Hembrom
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Lars Thørings veg 10, 9006 Tromsø, Norway
| | - Vanessa Molin Paynter
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Lars Thørings veg 10, 9006 Tromsø, Norway
| | - Jakob Vinther
- School of Earth Sciences & School of Biological Sciences, University of Bristol, Life Sciences Building, 24 Tyndall Avenue, BS5 8EH, Bristol, UK
| | - Łukasz Wyrożemski
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Lars Thørings veg 10, 9006 Tromsø, Norway
| | - Inna Biryukova
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, SE-10691,Stockholm, Sweden
| | - Alessandro Formaggioni
- Department of Biological, Geological and Environmental Sciences, University of Bologna, Via Selmi 3, 40126, Bologna, Italy
| | - Vladimir Ovchinnikov
- Human Genetics, Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, CB10 1SA, UK
| | - Holger Herlyn
- Institute of Organismic and Molecular Evolution, Johannes Gutenberg University Mainz, Ackermannweg 4, 55128 Mainz, Germany
| | - Alexandra Pierce
- Department of Biological Sciences, 321 Life Sciences Center, Dartmouth College, 78 College St., Hanover, NH 03755, USA
| | - Charles Wu
- Valley Stream North High School, 750 Herman Ave, Franklin Square, NY 11010, USA
| | - Morteza Aslanzadeh
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, SE-10691,Stockholm, Sweden
| | - Jeanne Cheneby
- Center for Bioinformatics, Department of Informatics, University of Oslo, Gaustadalléen 23B, 0373 Oslo, Norway
| | - Pedro Martinez
- Department de Genètica, Microbiologia i Estadística, Universitat de Barcelona, Avinguda Diagonal, 643; 08028-Barcelona, Spain
- ICREA (Institut Català de Recerca i Estudis Avancats), Passeig Lluis Companys 23; 08010-Barcelona, Spain
| | - Marc R Friedländer
- Science for Life Laboratory, Department of Molecular Biosciences, The Wenner-Gren Institute, Stockholm University, SE-10691,Stockholm, Sweden
| | - Eivind Hovig
- Department of Tumor Biology, Institute for Cancer Research, The Norwegian Radium Hospital, Oslo University Hospital, Ullernchausseen 70, 0379 Oslo, Norway
| | - Michael Hackenberg
- Department of Genetics, Faculty of Sciences, University of Granada, Avenida de la Fuente Nueva S/N, C.P. 18071 Granada, Spain
- Bioinformatics Laboratory, Biotechnology Institute & Biomedical Research Centre (CIBM), Avenida del Conocimiento 19 Granada, 18100, Spain
| | - Sinan Uğur Umu
- Department of Pathology, Institute of Clinical Medicine, University of Oslo, Sognsvannsveien 20, 0372 Oslo, Norway
| | - Morten Johansen
- Center for Bioinformatics, Department of Informatics, University of Oslo, Gaustadalléen 23B, 0373 Oslo, Norway
| | - Kevin J Peterson
- Department of Biological Sciences, 321 Life Sciences Center, Dartmouth College, 78 College St., Hanover, NH 03755, USA
| | - Bastian Fromm
- The Arctic University Museum of Norway, UiT - The Arctic University of Norway, Lars Thørings veg 10, 9006 Tromsø, Norway
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5
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Ćuk M, Lovrenčić L, Unal B, Walker M, Hayes CP, Krakar G, Beluzić R, Sansović I, Pavliša G, Ghazani AA. Novel de Novo Nonsense Variants in AGO3 and KHSRP: Insights into Global Developmental Delay and Autism Spectrum Disorders through Whole Genome Analysis. AMERICAN JOURNAL OF CASE REPORTS 2024; 25:e943641. [PMID: 38995884 PMCID: PMC11315612 DOI: 10.12659/ajcr.943641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2023] [Revised: 06/07/2024] [Accepted: 04/09/2024] [Indexed: 07/14/2024]
Abstract
BACKGROUND Neurodevelopmental disorders (NDD) are umbrella disorders that encompass global developmental delay (GDD), intellectual disability, autism spectrum disorders, motor developmental disorders, and sleep disorders. Both GDD and autism spectrum disorder are common and yet clinically and genetically heterogeneous disorders. Despite their high prevalence and the advent of sequencing detection methods, the genomic etiology of GDD and autism spectrum disorder in most patients is largely unknown. CASE REPORT In this study, we describe a 6-year-old girl with GDD, autistic features, and structural brain abnormalities, including a moderate reduction in periventricular white matter and bilateral optic nerve hypoplasia, Chiari malformation type I with normal myelinization. A comprehensive joint whole-genome analysis (WGS) of the proband and her unaffected parents was performed. The trio-WGS analysis identified novel de novo nonsense variants AGO3: c.1324C>T (p.Gln442*) and KHSRP: c.1573C>T (p.Gln525*). These variants have not been reported in gnomAD and published literature. AGO3 and KHSRP are not currently associated with a known phenotype in the Online Mendelian Inheritance in Man (OMIM); however, they may be involved in neuronal development. CONCLUSIONS This report highlights the utility of joint WGS analysis in identifying novel de novo genomic alterations in a patient with the spectrum of phenotypes of GDD and neurodevelopmental disorders. The role of these variants and genes in GDD requires further studies.
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Affiliation(s)
- Mario Ćuk
- Department of Pediatrics, University Hospital Centre Zagreb and University of Zagreb, School of Medicine, Zagreb, Croatia
| | - Luka Lovrenčić
- Department of Pediatrics, University Hospital Centre Zagreb and University of Zagreb, School of Medicine, Zagreb, Croatia
| | - Busra Unal
- Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - McKenzie Walker
- Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Connor P. Hayes
- Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
| | - Goran Krakar
- Department of Child Neurology, Pediatric Clinic Sabol, Croatia Rudjer Boskovic Institute, Zagreb, Croatia
| | - Robert Beluzić
- Division of Molecular Medicine, Rudjer Boskovic Institute, Zagreb, Croatia
| | - Ivona Sansović
- Department of Medica and Laboratory Genetics, Endocrinology and Diabetology, Children’s Hospital Zagreb, University of Zagreb School of Medicine, Zagreb, Croatia
| | - Goran Pavliša
- Department for Diagnostic and Interventional Neuroradiology, University Hospital Centre Zagreb, and University of Zagreb, School of Medicine, Zagreb, Croatia
| | - Arezou A. Ghazani
- Division of Genetics, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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6
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Johnson K, Kilikevicius A, Hofman C, Hu J, Liu Y, Aguilar S, Graswich J, Han Y, Wang T, Westcott J, Brekken R, Peng L, Karagkounis G, Corey D. Nuclear localization of Argonaute 2 is affected by cell density and may relieve repression by microRNAs. Nucleic Acids Res 2024; 52:1930-1952. [PMID: 38109320 PMCID: PMC10899759 DOI: 10.1093/nar/gkad1155] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 11/13/2023] [Accepted: 11/15/2023] [Indexed: 12/20/2023] Open
Abstract
Argonaute protein is associated with post-transcriptional control of cytoplasmic gene expression through miRNA-induced silencing complexes (miRISC). Specific cellular and environmental conditions can trigger AGO protein to accumulate in the nucleus. Localization of AGO is central to understanding miRNA action, yet the consequences of AGO being in the nucleus are undefined. We show nuclear enrichment of AGO2 in HCT116 cells grown in two-dimensional culture to high density, HCT116 cells grown in three-dimensional tumor spheroid culture, and human colon tumors. The shift in localization of AGO2 from cytoplasm to nucleus de-represses cytoplasmic AGO2-eCLIP targets that were candidates for canonical regulation by miRISC. Constitutive nuclear localization of AGO2 using an engineered nuclear localization signal increases cell migration. Critical RNAi factors also affect the localization of AGO2. Knocking out an enzyme essential for miRNA biogenesis, DROSHA, depletes mature miRNAs and restricts AGO2 localization to the cytoplasm, while knocking out the miRISC scaffolding protein, TNRC6, results in nuclear localization of AGO2. These data suggest that AGO2 localization and miRNA activity can be regulated depending on environmental conditions, expression of mature miRNAs, and expression of miRISC cofactors. Localization and expression of core miRISC protein machinery should be considered when investigating the roles of miRNAs.
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Affiliation(s)
- Krystal C Johnson
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Audrius Kilikevicius
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Cristina Hofman
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Jiaxin Hu
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Yang Liu
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Selina Aguilar
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Jon Graswich
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
| | - Yi Han
- UT Southwestern Medical Center, Peter O’Donnell Jr. School of Public Health, Dallas, TX 75235, USA
| | - Tao Wang
- UT Southwestern Medical Center, Peter O’Donnell Jr. School of Public Health, Dallas, TX 75235, USA
| | - Jill M Westcott
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Surgery, Dallas, TX 75235, USA
| | - Rolf A Brekken
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Surgery, Dallas, TX 75235, USA
| | - Lan Peng
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Pathology, Dallas, TX 75235, USA
| | - Georgios Karagkounis
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Surgery, Dallas, TX 75235, USA
- Memorial Sloan Kettering Cancer Center, New York, NY 10022, USA
| | - David R Corey
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235, USA
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7
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Nakatsu K, Jijiwa M, Khadka V, Nasu M, Huo M, Deng Y. sRNAfrag: A pipeline and suite of tools to analyze fragmentation in small RNA sequencing data. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.19.553943. [PMID: 37662282 PMCID: PMC10473647 DOI: 10.1101/2023.08.19.553943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Fragments derived from small RNAs such as small nucleolar RNAs hold biological relevance. However, they remain poorly understood, calling for more comprehensive methods for analysis. We developed sRNAfrag, a standardized workflow and set of scripts to quantify and analyze sRNA fragmentation of any biotype. In a benchmark, it is able to detect loci of mature microRNAs fragmented from precursors and, utilizing multi-mapping events, the conserved 5' seed sequence of miRNAs which we believe may extraoplate to other small RNA fragments. The tool detected 1411 snoRNA fragment conservation events between 2/4 eukaryotic species, providing the opportunity to explore motifs and fragmentation patterns not only within species, but between. Availability: https://github.com/kenminsoo/sRNAfrag.
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Affiliation(s)
- Ken Nakatsu
- Emory College of Arts and Sciences, Emory University, 201 Dowman Dr, Atlanta, 30322, Georgia, United States of America
- Department of Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo St, Honolulu, 96813, Hawaii, United States of America
| | - Mayumi Jijiwa
- Department of Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo St, Honolulu, 96813, Hawaii, United States of America
| | - Vedbar Khadka
- Department of Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo St, Honolulu, 96813, Hawaii, United States of America
| | - Masaki Nasu
- Department of Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo St, Honolulu, 96813, Hawaii, United States of America
| | - Matthew Huo
- Department of Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo St, Honolulu, 96813, Hawaii, United States of America
- Krieger School of Arts and Sciences, Johns Hopkins University, 3400 N Charles St, Baltimore, 21218, Maryland, United States of America
| | - Youping Deng
- Department of Quantitative Health Sciences, University of Hawaii John A. Burns School of Medicine, 651 Ilalo St, Honolulu, 96813, Hawaii, United States of America
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8
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Johnson KC, Kilikevicius A, Hofman C, Hu J, Liu Y, Aguilar S, Graswich J, Han Y, Wang T, Westcott JM, Brekken RA, Peng L, Karagkounis G, Corey DR. Nuclear Localization of Argonaute is affected by Cell Density and May Relieve Repression by microRNAs. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.07.07.548119. [PMID: 37461596 PMCID: PMC10350042 DOI: 10.1101/2023.07.07.548119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 07/23/2023]
Abstract
Argonaute protein is associated with post-transcriptional control of cytoplasmic gene expression through miRNA-induced silencing complexes (miRISC). Specific cellular and environmental conditions can trigger AGO protein to accumulate in the nucleus. Localization of AGO is central to understanding miRNA action, yet the consequences of AGO being in the nucleus are undefined. We show nuclear enrichment of AGO2 in HCT116 cells grown in two-dimensional culture to high density, HCT116 cells grown in three-dimensional tumor spheroid culture, and human colon tumors. The shift in localization of AGO2 from cytoplasm to nucleus de-represses cytoplasmic AGO2-eCLIP targets that were candidates for canonical regulation by miRISC. Constitutive nuclear localization of AGO2 using an engineered nuclear localization signal increases cell migration. Critical RNAi factors also affect the localization of AGO2. Knocking out an enzyme essential for miRNA biogenesis, DROSHA, depletes mature miRNAs and restricts AGO2 localization to the cytoplasm, while knocking out the miRISC scaffolding protein, TNRC6, results in nuclear localization of AGO2. These data suggest that AGO2 localization and miRNA activity can be regulated depending on environmental conditions, expression of mature miRNAs, and expression of miRISC cofactors. Localization and expression of core miRISC protein machinery should be considered when investigating the roles of miRNAs.
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Affiliation(s)
- Krystal C Johnson
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
| | - Audrius Kilikevicius
- current address, Eli Lilly, Lilly Cambridge Innovation Center, Cambridge, MA 02142
| | - Cristina Hofman
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
| | - Jiaxin Hu
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
| | - Yang Liu
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
| | - Selina Aguilar
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
| | - Jon Graswich
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
| | - Yi Han
- UT Southwestern Medical Center, Quantitative Biomedical Research Center, Department of Population and Data Sciences, Dallas, TX 75235
| | - Tao Wang
- UT Southwestern Medical Center, Quantitative Biomedical Research Center, Department of Population and Data Sciences, Dallas, TX 75235
| | - Jill M Westcott
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Surgery, Dallas, TX 75235
| | - Rolf A Brekken
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Surgery, Dallas, TX 75235
| | - Lan Peng
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Pathology, Dallas, TX 75235
| | - Georgios Karagkounis
- UT Southwestern Medical Center, Harold C. Simmons Comprehensive Cancer Center, Department of Surgery, Dallas, TX 75235
| | - David R Corey
- UT Southwestern Medical Center, Departments of Pharmacology and Biochemistry, Dallas, TX 75235
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