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Ji D, Aboukhalil R, Moshiri N. ViralWasm: a client-side user-friendly web application suite for viral genomics. Bioinformatics 2024; 40:btae018. [PMID: 38200583 PMCID: PMC10809900 DOI: 10.1093/bioinformatics/btae018] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 01/09/2024] [Indexed: 01/12/2024] Open
Abstract
MOTIVATION The genomic surveillance of viral pathogens such as SARS-CoV-2 and HIV-1 has been critical to modern epidemiology and public health, but the use of sequence analysis pipelines requires computational expertise, and web-based platforms require sending potentially sensitive raw sequence data to remote servers. RESULTS We introduce ViralWasm, a user-friendly graphical web application suite for viral genomics. All ViralWasm tools utilize WebAssembly to execute the original command line tools client-side directly in the web browser without any user setup, with a cost of just 2-3x slowdown with respect to their command line counterparts. AVAILABILITY AND IMPLEMENTATION The ViralWasm tool suite can be accessed at: https://niema-lab.github.io/ViralWasm.
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Affiliation(s)
- Daniel Ji
- Department of Computer Science & Engineering, UC San Diego, La Jolla, CA 92093, United States
| | | | - Niema Moshiri
- Department of Computer Science & Engineering, UC San Diego, La Jolla, CA 92093, United States
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Oguzie JU, Nwangwu UC, Oluniyi PE, Olumade TJ, George UE, Kazeem A, Bankole BE, Brimmo FO, Asadu CC, Chukwuekezie OC, Ochu JC, Makwe CO, Dogunro FA, Onwude CO, Nwachukwu WE, Ezihe EK, Okonkwo GK, Umazi NE, Maikere J, Agashi NO, Eloy EI, Anokwu SO, Okoronkwo AI, Nwosu EM, Etiki SO, Ngwu IM, Ihekweazu C, Folarin OA, Komolafe IOO, Happi CT. Metagenomic sequencing characterizes a wide diversity of viruses in field mosquito samples in Nigeria. Sci Rep 2022; 12:7616. [PMID: 35538241 PMCID: PMC9090917 DOI: 10.1038/s41598-022-11797-2] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 04/07/2022] [Indexed: 01/24/2023] Open
Abstract
Mosquito vectors are a tremendous public health threat. One in six diseases worldwide is vector-borne transmitted mainly by mosquitoes. In the last couple of years, there have been active Yellow fever virus (YFV) outbreaks in many settings in Nigeria, and nationwide, entomological surveillance has been a significant effort geared towards understanding these outbreaks. In this study, we used a metagenomic sequencing approach to characterize viruses present in vector samples collected during various outbreaks of Yellow fever (YF) in Nigeria between 2017 and 2020. Mosquito samples were grouped into pools of 1 to 50 mosquitoes, each based on species, sex and location. Twenty-five pools of Aedes spp and one pool of Anopheles spp collected from nine states were sequenced and metagenomic analysis was carried out. We identified a wide diversity of viruses belonging to various families in this sample set. Seven different viruses detected included: Fako virus, Phasi Charoen-like virus, Verdadero virus, Chaq like-virus, Aedes aegypti totivirus, cell fusing agent virus and Tesano Aedes virus. Although there are no reports of these viruses being pathogenic, they are an understudied group in the same families and closely related to known pathogenic arboviruses. Our study highlights the power of next generation sequencing in identifying Insect specific viruses (ISVs), and provide insight into mosquito vectors virome in Nigeria.
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Affiliation(s)
- Judith U Oguzie
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Udoka C Nwangwu
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Paul E Oluniyi
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Testimony J Olumade
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Uwem E George
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Akano Kazeem
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Bolajoko E Bankole
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Farida O Brimmo
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
| | - Chukwuemeka C Asadu
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | | | - Josephine C Ochu
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | | | - Festus A Dogunro
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Cosmas O Onwude
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | | | - Ebuka K Ezihe
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | | | | | - Jacob Maikere
- Médecins Sans Frontières (MSF Belgium), Bruxelles, Belgium
| | - Nneka O Agashi
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Emelda I Eloy
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Stephen O Anokwu
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Angela I Okoronkwo
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Ebuka M Nwosu
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Sandra O Etiki
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | - Ifeoma M Ngwu
- National Arbovirus and Vectors Research Centre (NAVRC), Enugu, Enugu, Nigeria
| | | | - Onikepe A Folarin
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Isaac O O Komolafe
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria
| | - Christian T Happi
- African Centre of Excellence for Genomics of Infectious Diseases (ACEGID), Redeemer's University, Ede, Osun, Nigeria.
- Department of Biological Sciences, Faculty of Natural Sciences, Redeemer's University, Ede, Osun, Nigeria.
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