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Odegard EA, Meeds HL, Kleiboeker SB, Ziady A, Sabulski A, Jodele S, Seif AE, Davies SM, Laskin BL, Blackard JT. BK Polyomavirus Diversity After Hematopoietic Stem Cell Transplantation. J Infect Dis 2023; 228:1208-1218. [PMID: 37165301 PMCID: PMC10629712 DOI: 10.1093/infdis/jiad117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 04/21/2023] [Indexed: 05/12/2023] Open
Abstract
BK polyomavirus (BKPyV) infection is common after hematopoietic stem cell transplantation (HSCT) and is associated with the development of hemorrhagic cystitis (HC). The role that BKPyV plays in the pathogenesis of HC is not well characterized. We investigated the impact of BKPyV diversity on the development of HC using a previously established cohort of pediatric HSCT patients. There were 147 urine samples with quantifiable BKPyV at month 1 after HSCT; 137 (93.2%) were amplified using our in-house polymerase chain reaction approach and sent for next-generation sequencing. Subtype Ia was most frequent (61.3%), followed by subtype Ib1 (31.4%). The median viral load of subtype Ia samples was higher than for subtype Ib1 at month 1. Across the protein coding regions, APOBEC-induced mutations and signature patterns associated with HC were identified. This is the largest sequencing study of a single cohort of HSCT patients, providing a vast resource of sequence data for future analyses.
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Affiliation(s)
- Elizabeth A Odegard
- Division of Digestive Diseases, University of Cincinnati College of Medicine, Ohio
| | - Heidi L Meeds
- Division of Digestive Diseases, University of Cincinnati College of Medicine, Ohio
| | | | - Assem Ziady
- Department of Pediatrics, University of Cincinnati College of Medicine, Ohio
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children's Hospital Medical Center, Ohio
| | - Anthony Sabulski
- Department of Pediatrics, University of Cincinnati College of Medicine, Ohio
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children's Hospital Medical Center, Ohio
| | - Sonata Jodele
- Department of Pediatrics, University of Cincinnati College of Medicine, Ohio
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children's Hospital Medical Center, Ohio
| | - Alix E Seif
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania
- Division of Oncology, The Children's Hospital of Philadelphia, Pennsylvania
| | - Stella M Davies
- Department of Pediatrics, University of Cincinnati College of Medicine, Ohio
- Division of Bone Marrow Transplantation and Immune Deficiency, Cincinnati Children's Hospital Medical Center, Ohio
| | - Benjamin L Laskin
- Perelman School of Medicine, University of Pennsylvania, Pennsylvania
- Division of Nephrology, The Children's Hospital of Philadelphia, Pennsylvania
| | - Jason T Blackard
- Division of Digestive Diseases, University of Cincinnati College of Medicine, Ohio
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Demey B, Bentz M, Descamps V, Morel V, Francois C, Castelain S, Helle F, Brochot E. BK Polyomavirus bkv-miR-B1-5p: A Stable Micro-RNA to Monitor Active Viral Replication after Kidney Transplantation. Int J Mol Sci 2022; 23:ijms23137240. [PMID: 35806242 PMCID: PMC9266457 DOI: 10.3390/ijms23137240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 06/26/2022] [Accepted: 06/28/2022] [Indexed: 11/16/2022] Open
Abstract
Background: Bkv-miR-B1-5p is a viral micro-RNA (miRNA) specifically produced during BK polyomavirus (BKPyV) replication. Recent studies have suggested using bkv-miR-B1-5p as a biomarker to monitor viral infection and predict complications in kidney transplant patients. To identify the technical limitations of this miRNA quantification in biological samples, knowledge of its stability and distribution in the extracellular compartment is necessary. Moreover, a proof of concept for using bkv-miR-B1-5p as a biomarker of active replication in chronic infection is still missing in the published literature. Methods: The stability of bkv-miR-B1-5p was evaluated in samples derived from cell cultures and in urine from BKPyV-infected kidney transplant recipients. The miRNA was quantified in different fractions of the extracellular compartment, including exosomes, and protein binding was evaluated. Finally, we developed an in vitro model for chronic culture of BKPyV clinical isolates to observe changes in the bkv-miR-B1-5p level during persistent infections. Results: Bkv-miR-B1-5p is a stable biomarker in samples from humans and in vitro experiments. Marginally associated with the exosomes, most of the circulating bkv-miR-B1-5p is bound to proteins, especially Ago2, so the miRNA quantification does not require specific exosome isolation. The bkv-miR-B1-5p level is predictable of viral infectivity, which makes it a potential specific biomarker of active BKPyV replication after kidney transplantation.
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Affiliation(s)
- Baptiste Demey
- Laboratoire de Virologie, Centre Hospitalier Universitaire, F-80000 Amiens, France; (V.D.); (V.M.); (C.F.); (S.C.)
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
- Correspondence: (B.D.); (E.B.); Tel.: +33-322087065 (B.D.)
| | - Marine Bentz
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
| | - Véronique Descamps
- Laboratoire de Virologie, Centre Hospitalier Universitaire, F-80000 Amiens, France; (V.D.); (V.M.); (C.F.); (S.C.)
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
| | - Virginie Morel
- Laboratoire de Virologie, Centre Hospitalier Universitaire, F-80000 Amiens, France; (V.D.); (V.M.); (C.F.); (S.C.)
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
| | - Catherine Francois
- Laboratoire de Virologie, Centre Hospitalier Universitaire, F-80000 Amiens, France; (V.D.); (V.M.); (C.F.); (S.C.)
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
| | - Sandrine Castelain
- Laboratoire de Virologie, Centre Hospitalier Universitaire, F-80000 Amiens, France; (V.D.); (V.M.); (C.F.); (S.C.)
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
| | - Francois Helle
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
| | - Etienne Brochot
- Laboratoire de Virologie, Centre Hospitalier Universitaire, F-80000 Amiens, France; (V.D.); (V.M.); (C.F.); (S.C.)
- UR UPJV 4294, Agents Infectieux, Résistance et Chimiothérapie (AGIR), Centre Universitaire de Recherche en Santé, Université de Picardie Jules Verne, F-80000 Amiens, France; (M.B.); (F.H.)
- Correspondence: (B.D.); (E.B.); Tel.: +33-322087065 (B.D.)
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Olmo-Uceda MJ, Muñoz-Sánchez JC, Lasso-Giraldo W, Arnau V, Díaz-Villanueva W, Elena SF. DVGfinder: A Metasearch Tool for Identifying Defective Viral Genomes in RNA-Seq Data. Viruses 2022; 14:v14051114. [PMID: 35632855 PMCID: PMC9144107 DOI: 10.3390/v14051114] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2022] [Revised: 05/18/2022] [Accepted: 05/20/2022] [Indexed: 02/05/2023] Open
Abstract
The generation of different types of defective viral genomes (DVG) is an unavoidable consequence of the error-prone replication of RNA viruses. In recent years, a particular class of DVGs, those containing long deletions or genome rearrangements, has gain interest due to their potential therapeutic and biotechnological applications. Identifying such DVGs in high-throughput sequencing (HTS) data has become an interesting computational problem. Several algorithms have been proposed to accomplish this goal, though all incur false positives, a problem of practical interest if such DVGs have to be synthetized and tested in the laboratory. We present a metasearch tool, DVGfinder, that wraps the two most commonly used DVG search algorithms in a single workflow for the identification of the DVGs in HTS data. DVGfinder processes the results of ViReMa-a and DI-tector and uses a gradient boosting classifier machine learning algorithm to reduce the number of false-positive events. The program also generates output files in user-friendly HTML format, which can help users to explore the DVGs identified in the sample. We evaluated the performance of DVGfinder compared to the two search algorithms used separately and found that it slightly improves sensitivities for low-coverage synthetic HTS data and DI-tector precision for high-coverage samples. The metasearch program also showed higher sensitivity on a real sample for which a set of copy-backs were previously validated.
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Affiliation(s)
- Maria J. Olmo-Uceda
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, 46980 Valencia, Spain; (M.J.O.-U.); (J.C.M.-S.); (W.L.-G.); (V.A.); (W.D.-V.)
| | - Juan C. Muñoz-Sánchez
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, 46980 Valencia, Spain; (M.J.O.-U.); (J.C.M.-S.); (W.L.-G.); (V.A.); (W.D.-V.)
| | - Wilberth Lasso-Giraldo
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, 46980 Valencia, Spain; (M.J.O.-U.); (J.C.M.-S.); (W.L.-G.); (V.A.); (W.D.-V.)
| | - Vicente Arnau
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, 46980 Valencia, Spain; (M.J.O.-U.); (J.C.M.-S.); (W.L.-G.); (V.A.); (W.D.-V.)
| | - Wladimiro Díaz-Villanueva
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, 46980 Valencia, Spain; (M.J.O.-U.); (J.C.M.-S.); (W.L.-G.); (V.A.); (W.D.-V.)
| | - Santiago F. Elena
- Instituto de Biología Integrativa de Sistemas (ISysBio), CSIC-Universitat de València, 46980 Valencia, Spain; (M.J.O.-U.); (J.C.M.-S.); (W.L.-G.); (V.A.); (W.D.-V.)
- Santa Fe Institute, Santa Fe, NM 87501, USA
- Correspondence: ; Tel.: +34-963-544-779
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Bhat T, Cao A, Yin J. Virus-like Particles: Measures and Biological Functions. Viruses 2022; 14:383. [PMID: 35215979 PMCID: PMC8877645 DOI: 10.3390/v14020383] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 02/10/2022] [Accepted: 02/10/2022] [Indexed: 12/25/2022] Open
Abstract
Virus-like particles resemble infectious virus particles in size, shape, and molecular composition; however, they fail to productively infect host cells. Historically, the presence of virus-like particles has been inferred from total particle counts by microscopy, and infectious particle counts or plaque-forming-units (PFUs) by plaque assay; the resulting ratio of particles-to-PFUs is often greater than one, easily 10 or 100, indicating that most particles are non-infectious. Despite their inability to hijack cells for their reproduction, virus-like particles and the defective genomes they carry can exhibit a broad range of behaviors: interference with normal virus growth during co-infections, cell killing, and activation or inhibition of innate immune signaling. In addition, some virus-like particles become productive as their multiplicities of infection increase, a sign of cooperation between particles. Here, we review established and emerging methods to count virus-like particles and characterize their biological functions. We take a critical look at evidence for defective interfering virus genomes in natural and clinical isolates, and we review their potential as antiviral therapeutics. In short, we highlight an urgent need to better understand how virus-like genomes and particles interact with intact functional viruses during co-infection of their hosts, and their impacts on the transmission, severity, and persistence of virus-associated diseases.
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Affiliation(s)
| | | | - John Yin
- Department of Chemical and Biological Engineering, Wisconsin Institute for Discovery, University of Wisconsin-Madison, 330 N. Orchard Street, Madison, WI 53715, USA; (T.B.); (A.C.)
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Abstract
BK polyomavirus (BKPyV) is a small nonenveloped DNA virus that establishes a ubiquitous, asymptomatic, and lifelong persistent infection in at least 80% of the world's population. In some immunosuppressed transplant recipients, BKPyV reactivation causes polyomavirus-associated nephropathy and hemorrhagic cystitis. We report a novel in vitro model of BKPyV persistence and reactivation using a BKPyV natural host cell line. In this system, viral genome loads remain constant for various times after establishment of persistent infection, during which BKPyV undergoes extensive random genome recombination. Certain recombination events result in viral DNA amplification and protein expression, resulting in production of viruses with enhanced replication ability.
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