1
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Hasan M, He Z, Jia M, Leung ACF, Natarajan K, Xu W, Yap S, Zhou F, Chen S, Su H, Zhu K, Su H. Dynamic expedition of leading mutations in SARS-CoV-2 spike glycoproteins. Comput Struct Biotechnol J 2024; 23:2407-2417. [PMID: 38882678 PMCID: PMC11176665 DOI: 10.1016/j.csbj.2024.05.037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2024] [Revised: 05/21/2024] [Accepted: 05/21/2024] [Indexed: 06/18/2024] Open
Abstract
The continuous evolution of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which caused the recent pandemic, has generated countless new variants with varying fitness. Mutations of the spike glycoprotein play a particularly vital role in shaping its evolutionary trajectory, as they have the capability to alter its infectivity and antigenicity. We present a time-resolved statistical method, Dynamic Expedition of Leading Mutations (deLemus), to analyze the evolutionary dynamics of the SARS-CoV-2 spike glycoprotein. The proposed L -index of the deLemus method is effective in quantifying the mutation strength of each amino acid site and outlining evolutionarily significant sites, allowing the comprehensive characterization of the evolutionary mutation pattern of the spike glycoprotein.
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Affiliation(s)
- Muhammad Hasan
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
| | - Zhouyi He
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
| | - Mengqi Jia
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Alvin C F Leung
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
- Division of Life Science, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | | | - Wentao Xu
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Shanqi Yap
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Feng Zhou
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Shihong Chen
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Hailei Su
- Bengbu Hospital of Traditional Chinese Medicine, 4339 Huai-shang Road, Anhui 233080, China
| | - Kaicheng Zhu
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
| | - Haibin Su
- Department of Chemistry, The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong, China
- Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, China
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2
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Wee J, Chen J, Wei GW. Preventing future zoonosis: SARS-CoV-2 mutations enhance human-animal cross-transmission. Comput Biol Med 2024; 182:109101. [PMID: 39243518 DOI: 10.1016/j.compbiomed.2024.109101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 08/13/2024] [Accepted: 08/31/2024] [Indexed: 09/09/2024]
Abstract
The COVID-19 pandemic has driven substantial evolution of the SARS-CoV-2 virus, yielding subvariants that exhibit enhanced infectiousness in humans. However, this adaptive advantage may not universally extend to zoonotic transmission. In this work, we hypothesize that viral adaptations favoring animal hosts do not necessarily correlate with increased human infectivity. In addition, we consider the potential for gain-of-function mutations that could facilitate the virus's rapid evolution in humans following adaptation in animal hosts. Specifically, we identify the SARS-CoV-2 receptor-binding domain (RBD) mutations that enhance human-animal cross-transmission. To this end, we construct a multitask deep learning model, MT-TopLap trained on multiple deep mutational scanning datasets, to accurately predict the binding free energy changes upon mutation for the RBD to ACE2 of various species, including humans, cats, bats, deer, and hamsters. By analyzing these changes, we identified key RBD mutations such as Q498H in SARS-CoV-2 and R493K in the BA.2 variant that are likely to increase the potential for human-animal cross-transmission.
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Affiliation(s)
- JunJie Wee
- Department of Mathematics, Michigan State University, East Lansing, MI 48824, USA
| | - Jiahui Chen
- Department of Mathematical Sciences, University of Arkansas, Fayetteville, AR 72701, USA
| | - Guo-Wei Wei
- Department of Mathematics, Michigan State University, East Lansing, MI 48824, USA; Department of Biochemistry and Molecular Biology, Michigan State University, East Lansing, MI 48824, USA; Department of Electrical and Computer Engineering, Michigan State University, East Lansing, MI 48824, USA.
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3
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Lee J, Kim B, Woo HM, Kim JW, Jung I, Park SW, Kim YS, Na JH, Jung ST. Enhanced Omicron Variant Neutralization by a Human Antibody Tailored to Wild-Type and Delta-Variant SARS-CoV-2 RBDs. Mol Pharm 2024; 21:4336-4346. [PMID: 39058261 DOI: 10.1021/acs.molpharmaceut.4c00297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/28/2024]
Abstract
Given the previous SARS-CoV-2 pandemic and the inherent unpredictability of viral antigenic drift and shift, preemptive development of diverse neutralizing antibodies targeting a broad spectrum of epitopes is essential to ensure immediate therapeutic and prophylactic interventions during emerging outbreaks. In this study, we present a monoclonal antibody engineered for cross-reactivity to both wild-type and Delta RBDs, which, surprisingly, demonstrates enhanced neutralizing activity against the Omicron variant despite a significant number of mutations. Using an Escherichia coli inner membrane display of a human naïve antibody library, we identified antibodies specific to the wild-type SARS-CoV-2 receptor binding domain (RBD). Subsequent directed evolution via yeast surface display yielded JS18.1, an antibody with high binding affinity for both the Delta and Kappa RBDs, as well as enhanced binding to other RBDs (wild-type, Alpha, Beta, Gamma, Kappa, and Mu). Notably, JS18.1 (engineered for wild-type and Delta RBDs) exhibits enhanced neutralizing capability against the Omicron variant and binds to RBDs noncompetitively with ACE2, distinguishing it from other previously reported antibodies. This underscores the potential of pre-existing antibodies to neutralize emerging SARS-CoV-2 strains and offers insights into strategies to combat emerging viruses.
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Affiliation(s)
- Jisun Lee
- Department of Biomedical Sciences, Graduate School, Korea University, Seoul 02841, Republic of Korea
- BK21 Graduate Program, Department of Biomedical Sciences, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Bomi Kim
- Department of Biomedical Sciences, Graduate School, Korea University, Seoul 02841, Republic of Korea
- BK21 Graduate Program, Department of Biomedical Sciences, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Hye-Min Woo
- Division of Emerging Virus and Vector Research, Center for Emerging Virus Research, National Institute of Health, Korea Centers for Disease Control and Prevention Agency, Osong, Cheongju 28159, Republic of Korea
| | - Jun-Won Kim
- Division of Emerging Virus and Vector Research, Center for Emerging Virus Research, National Institute of Health, Korea Centers for Disease Control and Prevention Agency, Osong, Cheongju 28159, Republic of Korea
| | - Inji Jung
- Department of Biomedical Sciences, Graduate School, Korea University, Seoul 02841, Republic of Korea
- BK21 Graduate Program, Department of Biomedical Sciences, Korea University College of Medicine, Seoul 02841, Republic of Korea
| | - Seong-Wook Park
- Department of Molecular Science and Technology, Ajou University, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Yong-Sung Kim
- Department of Molecular Science and Technology, Ajou University, Suwon, Gyeonggi-do 16499, Republic of Korea
- Department of Allergy and Clinical Immunology, Ajou University Medical School, Suwon, Gyeonggi-do 16499, Republic of Korea
| | - Jung-Hyun Na
- School of Biopharmaceutical and Medical Sciences, Sungshin Women's University, Seoul 01133, Republic of Korea
| | - Sang Taek Jung
- Department of Biomedical Sciences, Graduate School, Korea University, Seoul 02841, Republic of Korea
- BK21 Graduate Program, Department of Biomedical Sciences, Korea University College of Medicine, Seoul 02841, Republic of Korea
- Biomedical Research Center, Korea University Anam Hospital, Seoul 02841, Republic of Korea
- Institute of Human Genetics, Korea University College of Medicine, Seoul 02841, Republic of Korea
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4
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Lim J, Son SU, Ki J, Kim S, Lee J, Jang S, Seo SB, Jang H, Kang T, Jung J, Kim E, Lim EK. Dual structure-switching aptamer-mediated signal amplification cascade for SARS-CoV-2 detection. Biosens Bioelectron 2024; 259:116375. [PMID: 38749283 DOI: 10.1016/j.bios.2024.116375] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2024] [Revised: 04/29/2024] [Accepted: 05/08/2024] [Indexed: 06/03/2024]
Abstract
Since the outbreak of the novel severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) at the end of 2019, the spread of the virus has posed a significant threat to public health and the global economy. This work proposed a one-step, dual-structure-switching aptamer-mediated signal amplification cascade for rapid and sensitive detection of the SARS-CoV-2 nucleocapsid protein. This system consisted of two DNA aptamers with structure-switching functionality and fuel DNA, where a cascade of strand hybridization and displacement triggered fluorescence generation and signal amplification. This aptamer-based amplification cascade required neither an amplification stage using enzymes nor pre-processing steps such as washing, viral isolation, and gene extraction. The assay could distinguish SARS-CoV-2 from other respiratory viruses and detect up to 1.0 PFU/assay of SARS-CoV-2 within 30 min at room temperature. In 35 nasopharyngeal clinical samples, the assay accurately assessed 25 positive and 10 negative clinical swab samples, which were confirmed using quantitative polymerase chain reaction. The strategy reported herein can help detect newly emerging pathogens and biomarkers of various diseases in liquid samples. In addition, the developed detection system consisting of only DNA and fluorophores can be widely integrated into liquid biopsy platforms for disease diagnosis.
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Affiliation(s)
- Jaewoo Lim
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Medical Device Development Center, Osong Medical Innovation Foundation, 123 Osongsaengmyeong-ro, Chungcheongbuk-do, 28160, Republic of Korea
| | - Seong Uk Son
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Department of Nanobiotechnology, KRIBB School of Biotechnology, University of Science and Technology 125 Gwahak-ro, Yuseong-gu, Daejeon, 34113, Republic of Korea
| | - Jisun Ki
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Sunjoo Kim
- Department of Laboratory Medicine, Gyeongsang National University Changwon Hospital, Changwon, 51472, Republic of Korea
| | - Jina Lee
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Department of Nanobiotechnology, KRIBB School of Biotechnology, University of Science and Technology 125 Gwahak-ro, Yuseong-gu, Daejeon, 34113, Republic of Korea
| | - Soojin Jang
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Department of Nanobiotechnology, KRIBB School of Biotechnology, University of Science and Technology 125 Gwahak-ro, Yuseong-gu, Daejeon, 34113, Republic of Korea
| | - Seung Beom Seo
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Department of Cogno-Mechatronics Engineering, Pusan National University, Busan, 46241, Republic of Korea
| | - Hyowon Jang
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea
| | - Taejoon Kang
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Juyeon Jung
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Department of Nanobiotechnology, KRIBB School of Biotechnology, University of Science and Technology 125 Gwahak-ro, Yuseong-gu, Daejeon, 34113, Republic of Korea; School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea
| | - Eunjung Kim
- Department of Bioengineering & Nano-bioengineering, Research Center for Bio Materials and Process Development, Incheon National University, Incheon, 22012, Republic of Korea; Division of Bioengineering, Incheon National University, Incheon, 22012, Republic of Korea.
| | - Eun-Kyung Lim
- Bionanotechnology Research Center, Korea Research Institute of Bioscience and Biotechnology (KRIBB), 125 Gwahak-ro, Yuseong-gu, Daejeon, 34141, Republic of Korea; Department of Nanobiotechnology, KRIBB School of Biotechnology, University of Science and Technology 125 Gwahak-ro, Yuseong-gu, Daejeon, 34113, Republic of Korea; School of Pharmacy, Sungkyunkwan University, Suwon, 16419, Republic of Korea.
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5
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Brochu HN, Song K, Zhang Q, Zeng Q, Shafi A, Robinson M, Humphrey J, Croy B, Peavy L, Perera M, Parker S, Pruitt J, Munroe J, Ghatti R, Urban TJ, Harris AB, Alfego D, Norvell B, Levandoski M, Krueger B, Williams JD, Boles D, Nye MB, Dale SE, Sapeta M, Petropoulos CJ, Meltzer J, Eisenberg M, Cohen O, Letovsky S, Iyer LK. A program for real-time surveillance of SARS-CoV-2 genetics. Sci Rep 2024; 14:20249. [PMID: 39215120 PMCID: PMC11364650 DOI: 10.1038/s41598-024-70697-9] [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: 05/08/2024] [Accepted: 08/20/2024] [Indexed: 09/04/2024] Open
Abstract
The COVID-19 pandemic brought forth an urgent need for widespread genomic surveillance for rapid detection and monitoring of emerging SARS-CoV-2 variants. It necessitated design, development, and deployment of a nationwide infrastructure designed for sequestration, consolidation, and characterization of patient samples that disseminates de-identified information to public authorities in tight turnaround times. Here, we describe our development of such an infrastructure, which sequenced 594,832 high coverage SARS-CoV-2 genomes from isolates we collected in the United States (U.S.) from March 13th 2020 to July 3rd 2023. Our sequencing protocol ('Virseq') utilizes wet and dry lab procedures to generate mutation-resistant sequencing of the entire SARS-CoV-2 genome, capturing all major lineages. We also characterize 379 clinically relevant SARS-CoV-2 multi-strain co-infections and ensure robust detection of emerging lineages via simulation. The modular infrastructure, sequencing, and analysis capabilities we describe support the U.S. Centers for Disease Control and Prevention national surveillance program and serve as a model for rapid response to emerging pandemics at a national scale.
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Affiliation(s)
- Hayden N Brochu
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Kuncheng Song
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Qimin Zhang
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Qiandong Zeng
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Adib Shafi
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Matthew Robinson
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Jake Humphrey
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Bobbi Croy
- Labcorp Information Technology, Burlington, NC, 27215, USA
| | - Lydia Peavy
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - Minoli Perera
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - Scott Parker
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - John Pruitt
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - Jason Munroe
- Labcorp Consumer Genetics Department, Burlington, NC, 27215, USA
| | | | - Thomas J Urban
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - Ayla B Harris
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - David Alfego
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Brian Norvell
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - Michael Levandoski
- Labcorp Research and Development, Burlington, NC, 27215, USA
- Q2 Solutions, an IQVIA Business, Durham, NC, 27703, USA
| | - Brian Krueger
- Labcorp Research and Development, Burlington, NC, 27215, USA
- BaseX Scientific, LLC, Chapel Hill, NC, 27516, USA
| | | | - Deborah Boles
- Labcorp Research and Development, Burlington, NC, 27215, USA
| | - Melinda B Nye
- Labcorp Center for Esoteric Testing, Burlington, NC, 27215, USA
| | - Suzanne E Dale
- Labcorp Center for Esoteric Testing, Burlington, NC, 27215, USA
| | - Michael Sapeta
- Labcorp Center for Esoteric Testing, Burlington, NC, 27215, USA
| | | | | | | | - Oren Cohen
- Labcorp Drug Development, Burlington, NC, 27215, USA
- Fortrea Inc, Durham, NC, 27703, USA
| | - Stanley Letovsky
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA
| | - Lakshmanan K Iyer
- Labcorp Center for Excellence in Data Science, AI and Bioinformatics, Burlington, NC, 27215, USA.
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6
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Yamasaki M, Saso W, Yamamoto T, Sato M, Takagi H, Hasegawa T, Kozakura Y, Yokoi H, Ohashi H, Tsuchimoto K, Hashimoto R, Fukushi S, Uda A, Muramatsu M, Takayama K, Maeda K, Takahashi Y, Nagase T, Watashi K. Anti-SARS-CoV-2 gapmer antisense oligonucleotides targeting the main protease region of viral RNA. Antiviral Res 2024:105992. [PMID: 39181215 DOI: 10.1016/j.antiviral.2024.105992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/28/2024] [Accepted: 08/21/2024] [Indexed: 08/27/2024]
Abstract
Given the worldwide risk for the outbreak of emerging/re-emerging respiratory viruses, establishment of new antiviral strategies is greatly demanded. In this study, we present a scheme to identify gapmer antisense oligonucleotides (ASOs) targeting severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) RNA that efficiently inhibit viral replication. We synthesized approximately 300 gapmer ASOs designed to target various SARS-CoV-2 RNA regions and evaluated their activity in cell-based assays. Through a multistep screening in cell culture systems, we identified that ASO#41, targeting the coding region for viral main protease, reduced SARS-CoV-2 RNA levels in infected cells and inhibited virus-induced cytopathic effects. Antiviral effect of ASO#41 was also observed in iPS cell-derived human lung organoids. ASO#41 depleted intracellular viral RNAs during genome replication in an endogenous RNaseH-dependent manner. ASO#41 showed a wide range of antiviral activity against SARS-CoV-2 variants of concern including Alpha, Delta, and Omicron. Intranasal administration to mice exhibited intracellular accumulation of ASO#41 in the lung and significantly reduced the viral infectious titer, with milder body weight loss due to SARS-CoV-2 infection. Further chemical modification with phosphoryl guanidine-containing backbone linkages provided an elevation of anti-SARS-CoV-2 activity, with 23.4 nM of 50% antiviral inhibitory concentration, one of the strongest anti-SARS-CoV-2 ASOs reported so far. Our study presents an approach to identify active ASOs against SARS-CoV-2, which is potentially useful for establishing an antiviral strategy by targeting genome RNA of respiratory viruses.
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Affiliation(s)
- Masako Yamasaki
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases, Tokyo 162-8640, Japan; Department of Virology II, National Institute of Infectious Diseases, Tokyo 162-8640, Japan; Department of Applied Biological Sciences, Tokyo University of Science, Noda 278-8510, Japan
| | - Wakana Saso
- Department of Virology II, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Takuya Yamamoto
- Infectious Diseases Unit, Department of Medical Innovations, New Drug Research Division, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Masayoshi Sato
- Infectious Diseases Unit, Department of Medical Innovations, New Drug Research Division, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Hiroko Takagi
- Infectious Diseases Unit, Department of Medical Innovations, New Drug Research Division, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Tetsuya Hasegawa
- Department of Medicinal Chemistry, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Yuji Kozakura
- Department of Drug Discovery Strategy, Office of Bioinformatics, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Hiroyuki Yokoi
- Tokushima Research Institute, Nonclinical Research Center, Department of Drug Metabolism and Pharmacokinetics, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Hirofumi Ohashi
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Kana Tsuchimoto
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Rina Hashimoto
- Center for iPS Cell Research and Application (CiRA), Kyoto University, Kyoto 606-8507, Japan
| | - Shuetsu Fukushi
- Department of Virology I, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Akihiko Uda
- Department of Veterinary Science, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Masamichi Muramatsu
- Department of Virology II, National Institute of Infectious Diseases, Tokyo 162-8640, Japan; Foundation for Biomedical Research and Innovation at Kobe, Institute of Biomedical Research and Innovation, Kobe 650-0047, Japan
| | - Kazuo Takayama
- Center for iPS Cell Research and Application (CiRA), Kyoto University, Kyoto 606-8507, Japan
| | - Ken Maeda
- Department of Veterinary Science, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Yoshimasa Takahashi
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases, Tokyo 162-8640, Japan
| | - Tsuyoshi Nagase
- Infectious Diseases Unit, Department of Medical Innovations, New Drug Research Division, Otsuka Pharmaceutical Co., Ltd., Tokushima 771-0192, Japan
| | - Koichi Watashi
- Research Center for Drug and Vaccine Development, National Institute of Infectious Diseases, Tokyo 162-8640, Japan; Department of Virology II, National Institute of Infectious Diseases, Tokyo 162-8640, Japan; Department of Applied Biological Sciences, Tokyo University of Science, Noda 278-8510, Japan; MIRAI, JST, Tokyo 102-0076, Japan.
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7
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Mi Y, Xu K, Wang W, Kong W, Xu X, Rong X, Tan J. Sequential Immunization with Vaccines Based on SARS-CoV-2 Virus-like Particles Induces Broadly Neutralizing Antibodies. Vaccines (Basel) 2024; 12:927. [PMID: 39204050 PMCID: PMC11359007 DOI: 10.3390/vaccines12080927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 08/11/2024] [Accepted: 08/14/2024] [Indexed: 09/03/2024] Open
Abstract
Although many people have been vaccinated against COVID-19, infections with SARS-CoV-2 seem hard to avoid. There is a need to develop more effective vaccines and immunization strategies against emerging variants of infectious diseases. To understand whether different immunization strategies using variants sequence-based virus-like particles (VLPs) vaccines could offer superior immunity against future SARS-CoV-2 variants, our team constructed VLPs for the original Wuhan-Hu-1 strain (prototype), Delta (δ) variant, and Omicron (ο) variant of SARS-CoV-2, using baculovirus-insect expression system. Then we used these VLPs to assess the immune responses induced by homologous prime-boost, heterologous prime-boost, and sequential immunizations strategies in a mouse model. Our results showed that the pro+δ+ο sequential strategies elicited better neutralizing antibody responses. These sequential strategies also take advantage of inducing CD4+ T and CD8+ T lymphocytes proliferation and tendency to cytokine of Th1. Currently, our data suggest that sequential immunization with VLPs of encoding spike protein derived from SARS-CoV-2 variants of concern may be a potential vaccine strategy against emerging diseases, such as "Disease X".
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Affiliation(s)
- Youjun Mi
- Department of Pathophysiology, School of BasicMedical Sciences, Lanzhou University, Lanzhou 730000, China;
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, China; (W.W.); (W.K.); (X.X.); (X.R.)
| | - Kun Xu
- Gansu Provincial Key Laboratory of Evidence Based Medicine and Clinical Translation & Department of Immunology, School of Basic Medicine Sciences, Lanzhou University, Lanzhou 730000, China;
- People’s Hospital of Qianxinan Prefecture, Xingyi 562400, China
| | - Wenting Wang
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, China; (W.W.); (W.K.); (X.X.); (X.R.)
- Gansu Provincial Key Laboratory of Evidence Based Medicine and Clinical Translation & Department of Immunology, School of Basic Medicine Sciences, Lanzhou University, Lanzhou 730000, China;
| | - Weize Kong
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, China; (W.W.); (W.K.); (X.X.); (X.R.)
- Gansu Provincial Key Laboratory of Evidence Based Medicine and Clinical Translation & Department of Immunology, School of Basic Medicine Sciences, Lanzhou University, Lanzhou 730000, China;
| | - Xiaonan Xu
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, China; (W.W.); (W.K.); (X.X.); (X.R.)
- Gansu Provincial Key Laboratory of Evidence Based Medicine and Clinical Translation & Department of Immunology, School of Basic Medicine Sciences, Lanzhou University, Lanzhou 730000, China;
| | - Xifeng Rong
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, China; (W.W.); (W.K.); (X.X.); (X.R.)
- Gansu Provincial Key Laboratory of Evidence Based Medicine and Clinical Translation & Department of Immunology, School of Basic Medicine Sciences, Lanzhou University, Lanzhou 730000, China;
| | - Jiying Tan
- State Key Laboratory for Animal Disease Control and Prevention, Lanzhou Veterinary Research Institute, Chinese Academy of Agricultural Sciences, Lanzhou 730046, China; (W.W.); (W.K.); (X.X.); (X.R.)
- Gansu Provincial Key Laboratory of Evidence Based Medicine and Clinical Translation & Department of Immunology, School of Basic Medicine Sciences, Lanzhou University, Lanzhou 730000, China;
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8
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Shempela DM, Muleya W, Mudenda S, Daka V, Sikalima J, Kamayani M, Sandala D, Chipango C, Muzala K, Musonda K, Chizimu JY, Mulenga C, Kapona O, Kwenda G, Kasanga M, Njuguna M, Cham F, Simwaka B, Morrison L, Muma JB, Saasa N, Sichinga K, Simulundu E, Chilengi R. Wastewater Surveillance of SARS-CoV-2 in Zambia: An Early Warning Tool. Int J Mol Sci 2024; 25:8839. [PMID: 39201525 PMCID: PMC11354861 DOI: 10.3390/ijms25168839] [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: 06/24/2024] [Revised: 08/10/2024] [Accepted: 08/12/2024] [Indexed: 09/02/2024] Open
Abstract
Wastewater-based surveillance has emerged as an important method for monitoring the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). This study investigated the presence of SARS-CoV-2 in wastewater in Zambia. We conducted a longitudinal study in the Copperbelt and Eastern provinces of Zambia from October 2023 to December 2023 during which 155 wastewater samples were collected. The samples were subjected to three different concentration methods, namely bag-mediated filtration, skimmed milk flocculation, and polythene glycol-based concentration assays. Molecular detection of SARS-CoV-2 nucleic acid was conducted using real-time Polymerase Chain Reaction (PCR). Whole genome sequencing was conducted using Illumina COVIDSEQ assay. Of the 155 wastewater samples, 62 (40%) tested positive for SARS-CoV-2. Of these, 13 sequences of sufficient length to determine SARS-CoV-2 lineages were obtained and 2 sequences were phylogenetically analyzed. Various Omicron subvariants were detected in wastewater including BA.5, XBB.1.45, BA.2.86, and JN.1. Some of these subvariants have been detected in clinical cases in Zambia. Interestingly, phylogenetic analysis positioned a sequence from the Copperbelt Province in the B.1.1.529 clade, suggesting that earlier Omicron variants detected in late 2021 could still be circulating and may not have been wholly replaced by newer subvariants. This study stresses the need for integrating wastewater surveillance of SARS-CoV-2 into mainstream strategies for monitoring SARS-CoV-2 circulation in Zambia.
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Affiliation(s)
- Doreen Mainza Shempela
- Churches Health Association of Zambia, Lusaka 10101, Zambia; (J.S.); (M.K.); (D.S.); (C.C.); (K.S.)
| | - Walter Muleya
- Department of Biomedical Sciences, School of Veterinary Medicine, University of Zambia, Lusaka 10101, Zambia;
| | - Steward Mudenda
- Department of Pharmacy, School of Health Sciences, University of Zambia, Lusaka 10101, Zambia;
| | - Victor Daka
- Public Health Department, Michael Chilufya Sata School of Medicine, Copperbelt University, Ndola 21692, Zambia;
| | - Jay Sikalima
- Churches Health Association of Zambia, Lusaka 10101, Zambia; (J.S.); (M.K.); (D.S.); (C.C.); (K.S.)
| | - Mapeesho Kamayani
- Churches Health Association of Zambia, Lusaka 10101, Zambia; (J.S.); (M.K.); (D.S.); (C.C.); (K.S.)
| | - Dickson Sandala
- Churches Health Association of Zambia, Lusaka 10101, Zambia; (J.S.); (M.K.); (D.S.); (C.C.); (K.S.)
| | - Chilufya Chipango
- Churches Health Association of Zambia, Lusaka 10101, Zambia; (J.S.); (M.K.); (D.S.); (C.C.); (K.S.)
| | - Kapina Muzala
- Zambia National Public Health Institute, Ministry of Health, Lusaka 10101, Zambia; (K.M.); (K.M.); (J.Y.C.); (C.M.); (O.K.); (R.C.)
| | - Kunda Musonda
- Zambia National Public Health Institute, Ministry of Health, Lusaka 10101, Zambia; (K.M.); (K.M.); (J.Y.C.); (C.M.); (O.K.); (R.C.)
| | - Joseph Yamweka Chizimu
- Zambia National Public Health Institute, Ministry of Health, Lusaka 10101, Zambia; (K.M.); (K.M.); (J.Y.C.); (C.M.); (O.K.); (R.C.)
| | - Chilufya Mulenga
- Zambia National Public Health Institute, Ministry of Health, Lusaka 10101, Zambia; (K.M.); (K.M.); (J.Y.C.); (C.M.); (O.K.); (R.C.)
| | - Otridah Kapona
- Zambia National Public Health Institute, Ministry of Health, Lusaka 10101, Zambia; (K.M.); (K.M.); (J.Y.C.); (C.M.); (O.K.); (R.C.)
| | - Geoffrey Kwenda
- Department of Biomedical Sciences, School of Health Sciences, University of Zambia, Lusaka 10101, Zambia;
| | - Maisa Kasanga
- Department of Epidemiology and Biostatistics, School of Public Health, Zhengzhou University, Zhengzhou 450001, China;
| | - Michael Njuguna
- Global Fund to Fight AIDS, Tuberculosis and Malaria (GFATM), 1201 Geneva, Switzerland; (M.N.); (F.C.); (B.S.); (L.M.)
| | - Fatim Cham
- Global Fund to Fight AIDS, Tuberculosis and Malaria (GFATM), 1201 Geneva, Switzerland; (M.N.); (F.C.); (B.S.); (L.M.)
| | - Bertha Simwaka
- Global Fund to Fight AIDS, Tuberculosis and Malaria (GFATM), 1201 Geneva, Switzerland; (M.N.); (F.C.); (B.S.); (L.M.)
| | - Linden Morrison
- Global Fund to Fight AIDS, Tuberculosis and Malaria (GFATM), 1201 Geneva, Switzerland; (M.N.); (F.C.); (B.S.); (L.M.)
| | - John Bwalya Muma
- Department of Disease Control, School of Veterinary Medicine, University of Zambia, Lusaka 10101, Zambia; (J.B.M.); (N.S.)
| | - Ngonda Saasa
- Department of Disease Control, School of Veterinary Medicine, University of Zambia, Lusaka 10101, Zambia; (J.B.M.); (N.S.)
| | - Karen Sichinga
- Churches Health Association of Zambia, Lusaka 10101, Zambia; (J.S.); (M.K.); (D.S.); (C.C.); (K.S.)
| | | | - Roma Chilengi
- Zambia National Public Health Institute, Ministry of Health, Lusaka 10101, Zambia; (K.M.); (K.M.); (J.Y.C.); (C.M.); (O.K.); (R.C.)
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9
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Zhu Y, Gao Z, Feng X, Cheng L, Liu N, Liu C, Han S, Yang Q, Zou Q, Chong H, Zhang Z, Li M, Song G, He Y. Development of potent pan-coronavirus fusion inhibitors with a new design strategy. MedComm (Beijing) 2024; 5:e666. [PMID: 39070180 PMCID: PMC11283584 DOI: 10.1002/mco2.666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 06/13/2024] [Accepted: 06/15/2024] [Indexed: 07/30/2024] Open
Abstract
Development of potent and broad-spectrum drugs against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) remains one of the top priorities, especially in the cases of the emergence of mutant viruses and inability of current vaccines to prevent viral transmission. In this study, we have generated a novel membrane fusion-inhibitory lipopeptide IPB29, which is currently under clinical trials; herein, we report its design strategy and preclinical data. First, we surprisingly found that IPB29 with a rigid linker between the peptide sequence and lipid molecule had greatly improved α-helical structure and antiviral activity. Second, IPB29 potently inhibited a large panel of SARS-CoV-2 variants including the previously and currently circulating viruses, such as Omicron XBB.5.1 and EG.5.1. Third, IPB29 could also cross-neutralize the bat- and pangolin-isolated SARS-CoV-2-related CoVs (RatG13, PCoV-GD, and PCoV-GX) and other human CoVs (SARS-CoV, MERS-CoV, HCoV-NL63, and HCoV-229E). Fourth, IPB29 administrated as an inhalation solution (IPB29-IS) in Syrian hamsters exhibited high therapeutic and preventive efficacies against SARS-CoV-2 Delta or Omicron variant. Fifth, the pharmacokinetic profiles and safety pharmacology of IPB29-IS were extensively characterized, providing data to support its evaluation in humans. In conclusion, our studies have demonstrated a novel design strategy for viral fusion inhibitors and offered an ideal drug candidate against SARS-CoV-2 and other coronaviruses.
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Affiliation(s)
- Yuanmei Zhu
- NHC Key Laboratory of Systems Biology of PathogensNational Institute of Pathogen Biology and Center for AIDS ResearchChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Zhongcai Gao
- Research Institute of Youcare Pharmaceutical Group Co., LtdBeijingChina
| | - Xiaoli Feng
- Kunming National High‐level Biosafety Research Center for Non‐Human PrimatesCenter for Biosafety Mega‐ScienceKunming Institute of ZoologyChinese Academy of SciencesKunmingYunnanChina
| | - Lin Cheng
- Institute of HepatologyNational Clinical Research Center for Infectious DiseaseShenzhen Third People's HospitalThe Second Affiliated Hospital, School of Medicine, Southern University of Science and TechnologyShenzhenGuangdongChina
| | - Nian Liu
- NHC Key Laboratory of Systems Biology of PathogensNational Institute of Pathogen Biology and Center for AIDS ResearchChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Chao Liu
- Research Institute of Youcare Pharmaceutical Group Co., LtdBeijingChina
| | - Shaowei Han
- Research Institute of Youcare Pharmaceutical Group Co., LtdBeijingChina
| | - Qiaojiang Yang
- Kunming National High‐level Biosafety Research Center for Non‐Human PrimatesCenter for Biosafety Mega‐ScienceKunming Institute of ZoologyChinese Academy of SciencesKunmingYunnanChina
| | - Qingcui Zou
- Kunming National High‐level Biosafety Research Center for Non‐Human PrimatesCenter for Biosafety Mega‐ScienceKunming Institute of ZoologyChinese Academy of SciencesKunmingYunnanChina
| | - Huihui Chong
- NHC Key Laboratory of Systems Biology of PathogensNational Institute of Pathogen Biology and Center for AIDS ResearchChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
| | - Zheng Zhang
- Institute of HepatologyNational Clinical Research Center for Infectious DiseaseShenzhen Third People's HospitalThe Second Affiliated Hospital, School of Medicine, Southern University of Science and TechnologyShenzhenGuangdongChina
| | - Minghua Li
- Kunming National High‐level Biosafety Research Center for Non‐Human PrimatesCenter for Biosafety Mega‐ScienceKunming Institute of ZoologyChinese Academy of SciencesKunmingYunnanChina
| | - Gengshen Song
- Research Institute of Youcare Pharmaceutical Group Co., LtdBeijingChina
| | - Yuxian He
- NHC Key Laboratory of Systems Biology of PathogensNational Institute of Pathogen Biology and Center for AIDS ResearchChinese Academy of Medical Sciences and Peking Union Medical CollegeBeijingChina
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10
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Redd PS, Merting AD, Klement JD, Poschel DB, Yang D, Liu K. In vitro antibody-mediated SARS-CoV-2 infection suppression through human ACE2 receptor blockade. Immunol Lett 2024; 268:106887. [PMID: 38925442 PMCID: PMC11256821 DOI: 10.1016/j.imlet.2024.106887] [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: 02/26/2024] [Revised: 05/23/2024] [Accepted: 06/22/2024] [Indexed: 06/28/2024]
Abstract
Vaccines and antibodies that specifically target or neutralize components of the SARS-CoV-2 virus are effective in prevention and treatment of human patients with SARS-CoV-2 infection. However, vaccines and SARS-CoV-2 neutralization antibodies target a subset of epitopes of viral proteins, and the fast evolution of the SARS-CoV-2 virus and the continuing emergence of SARS-CoV-2 variants confer SARS-CoV-2 immune escape from these therapies. ACE2 is the human cell receptor that serves as the entry point for SARS-CoV-2 into human cells and thus is the gatekeeper for SARS-CoV-2 infection of humans. We report here the development of 4G8C11, an anti-human ACE2 receptor monoclonal antibody that recognizes ACE2 on human cell surfaces. We determined that 4G8C11 blocks SARS-CoV-2 and variant infection of ACE2+ human cells. Furthermore, 4G8C11 has minimal effects on ACE2 receptor activity. 4G8C11 is therefore a monoclonal antibody for ACE2 receptor detection and potentially an effective immunotherapeutic agent for SARS-CoV-2 and variants.
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Affiliation(s)
- Priscilla S Redd
- CheMedImmune Inc., Augusta, GA 30912, USA; Department of Biochemistry and Molecular Biology, Medical College of Georgia. Augusta, GA 30912, USA; Georgia Cancer Center, Augusta, GA 30912, USA; Charlie Norwood VA Medical Center, Augusta, GA 30904, USA.
| | - Alyssa D Merting
- Department of Biochemistry and Molecular Biology, Medical College of Georgia. Augusta, GA 30912, USA; Georgia Cancer Center, Augusta, GA 30912, USA; Charlie Norwood VA Medical Center, Augusta, GA 30904, USA
| | - John D Klement
- Department of Biochemistry and Molecular Biology, Medical College of Georgia. Augusta, GA 30912, USA; Georgia Cancer Center, Augusta, GA 30912, USA; Charlie Norwood VA Medical Center, Augusta, GA 30904, USA
| | - Dakota B Poschel
- Department of Biochemistry and Molecular Biology, Medical College of Georgia. Augusta, GA 30912, USA; Georgia Cancer Center, Augusta, GA 30912, USA; Charlie Norwood VA Medical Center, Augusta, GA 30904, USA
| | - Dafeng Yang
- Department of Biochemistry and Molecular Biology, Medical College of Georgia. Augusta, GA 30912, USA; Georgia Cancer Center, Augusta, GA 30912, USA; Charlie Norwood VA Medical Center, Augusta, GA 30904, USA
| | - Kebin Liu
- Department of Biochemistry and Molecular Biology, Medical College of Georgia. Augusta, GA 30912, USA; Georgia Cancer Center, Augusta, GA 30912, USA; Charlie Norwood VA Medical Center, Augusta, GA 30904, USA
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11
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Dampalla CS, Kim Y, Zabiegala A, Howard DJ, Nguyen HN, Madden TK, Thurman HA, Cooper A, Liu L, Battaile KP, Lovell S, Chang KO, Groutas WC. Structure-Guided Design of Potent Coronavirus Inhibitors with a 2-Pyrrolidone Scaffold: Biochemical, Crystallographic, and Virological Studies. J Med Chem 2024; 67:11937-11956. [PMID: 38953866 DOI: 10.1021/acs.jmedchem.4c00551] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/04/2024]
Abstract
Zoonotic coronaviruses are known to produce severe infections in humans and have been the cause of significant morbidity and mortality worldwide. SARS-CoV-2 was the largest and latest contributor of fatal cases, even though MERS-CoV has the highest case-fatality ratio among zoonotic coronaviruses. These infections pose a high risk to public health worldwide warranting efforts for the expeditious discovery of antivirals. Hence, we hereby describe a novel series of inhibitors of coronavirus 3CLpro embodying an N-substituted 2-pyrrolidone scaffold envisaged to exploit favorable interactions with the S3-S4 subsites and connected to an invariant Leu-Gln P2-P1 recognition element. Several inhibitors showed nanomolar antiviral activity in enzyme and cell-based assays, with no significant cytotoxicity. High-resolution crystal structures of inhibitors bound to the 3CLpro were determined to probe and identify the molecular determinants associated with binding, to inform the structure-guided optimization of the inhibitors, and to confirm the mechanism of action of the inhibitors.
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Affiliation(s)
- Chamandi S Dampalla
- Department of Chemistry and Biochemistry, Wichita State University, Wichita, Kansas 67260, United States
| | - Yunjeong Kim
- Department of Diagnostic Medicine & Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, United States
| | - Alexandria Zabiegala
- Department of Diagnostic Medicine & Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, United States
| | - Dennis J Howard
- Department of Chemistry and Biochemistry, Wichita State University, Wichita, Kansas 67260, United States
| | - Harry Nhat Nguyen
- Department of Chemistry and Biochemistry, Wichita State University, Wichita, Kansas 67260, United States
| | - Trent K Madden
- Department of Chemistry and Biochemistry, Wichita State University, Wichita, Kansas 67260, United States
| | - Hayden A Thurman
- Department of Chemistry and Biochemistry, Wichita State University, Wichita, Kansas 67260, United States
| | - Anne Cooper
- Protein Structure and X-ray Crystallography Laboratory, The University of Kansas, Lawrence, Kansas 66047, United States
| | - Lijun Liu
- Protein Structure and X-ray Crystallography Laboratory, The University of Kansas, Lawrence, Kansas 66047, United States
| | - Kevin P Battaile
- NYX, New York Structural Biology Center, Upton, New York 11973, United States
| | - Scott Lovell
- Protein Structure and X-ray Crystallography Laboratory, The University of Kansas, Lawrence, Kansas 66047, United States
| | - Kyeong-Ok Chang
- Department of Diagnostic Medicine & Pathobiology, College of Veterinary Medicine, Kansas State University, Manhattan, Kansas 66506, United States
| | - William C Groutas
- Department of Chemistry and Biochemistry, Wichita State University, Wichita, Kansas 67260, United States
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12
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Rosales R, McGovern BL, Rodriguez ML, Leiva-Rebollo R, Diaz-Tapia R, Benjamin J, Rai DK, Cardin RD, Anderson AS, Sordillo EM, van Bakel H, Simon V, García-Sastre A, White KM. Nirmatrelvir and molnupiravir maintain potent in vitro and in vivo antiviral activity against circulating SARS-CoV-2 omicron subvariants. Antiviral Res 2024; 230:105970. [PMID: 39067667 DOI: 10.1016/j.antiviral.2024.105970] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 06/27/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
Variants of SARS-CoV-2 pose significant challenges in public health due to their increased transmissibility and ability to evade natural immunity, vaccine protection, and monoclonal antibody therapeutics. The emergence of the highly transmissible Omicron variant and subsequent subvariants, characterized by an extensive array of over 32 mutations within the spike protein, intensifies concerns regarding vaccine evasion. In response, multiple antiviral therapeutics have received FDA emergency use approval, targeting the SARS-CoV-2 RNA-dependent RNA polymerase (RdRp) and main protease (Mpro) regions, known to have relatively fewer mutations across novel variants. In this study, we evaluated the efficacy of nirmatrelvir (PF-07321332) and other clinically significant SARS-CoV-2 antivirals against a diverse panel of SARS-CoV-2 variants, encompassing the newly identified Omicron subvariants XBB1.5 and JN.1, using live-virus antiviral assays. Our findings demonstrate that while the last Omicron subvariants exhibited heightened pathogenicity in our animal model, nirmatrelvir and other clinically relevant antivirals consistently maintained their efficacy against all tested variants, including the XBB1.5 subvariant.
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Affiliation(s)
- Romel Rosales
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Briana L McGovern
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - M Luis Rodriguez
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Rocio Leiva-Rebollo
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Randy Diaz-Tapia
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jared Benjamin
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Devendra K Rai
- Worldwide Research and Development, Pfizer Inc., Pearl River, NY, 10965, USA
| | - Rhonda D Cardin
- Worldwide Research and Development, Pfizer Inc., Pearl River, NY, 10965, USA
| | | | - Emilia Mia Sordillo
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Harm van Bakel
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Artificial Intelligence And Human Health, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Viviana Simon
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Center for Vaccine Research and Pandemic Preparedness, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adolfo García-Sastre
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Division of Infectious Diseases, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Kris M White
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA; Global Health Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
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13
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Zhu B, Lin H, Huang JS, Zhang W. Semi-Covariance Coefficient Analysis of Spike Proteins from SARS-CoV-2 and Its Variants Omicron, BA.5, EG.5, and JN.1 for Viral Infectivity, Virulence and Immune Escape. Viruses 2024; 16:1192. [PMID: 39205166 PMCID: PMC11360586 DOI: 10.3390/v16081192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/21/2024] [Accepted: 07/24/2024] [Indexed: 09/04/2024] Open
Abstract
Semi-covariance has attracted significant attention in recent years and is increasingly employed to elucidate statistical phenomena exhibiting fluctuations, such as the similarity or difference in charge patterns of spike proteins among coronaviruses. In this study, by examining values above and below the average/mean based on the positive and negative charge patterns of amino acid residues in the spike proteins of SARS-CoV-2 and its current circulating variants, the proposed methods offer profound insights into the nonlinear evolving trends in those viral spike proteins. Our study indicates that the charge span value can predict the infectivity of the virus and the charge density can estimate the virulence of the virus, and both predicated infectivity and virulence appear to be associated with the capability of viral immune escape. This semi-covariance coefficient analysis may be used not only to predict the infectivity, virulence and capability of immune escape for coronaviruses but also to analyze the functionality of other viral proteins. This study improves our understanding of the trend of viral evolution in terms of viral infectivity, virulence or the capability of immune escape, which remains further validated by more future studies and statistical data.
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Affiliation(s)
- Botao Zhu
- Department of Electrical and Computer engineering, Western University, London, ON N6A 5B9, Canada;
| | - Huancheng Lin
- School of Information Technology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Jun Steed Huang
- School of Information Technology, Carleton University, Ottawa, ON K1S 5B6, Canada;
| | - Wandong Zhang
- Human Health Therapeutics Research Centre, National Research Council of Canada, 1200 Montreal Road, Building M54, Ottawa, ON K1A 0R6, Canada
- Faculty of Medicine, University of Ottawa, Ottawa, ON K1H 8M5, Canada
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14
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Chen J, Chen L, Quan H, Lee S, Khan KF, Xie Y, Li Q, Valero M, Dai Z, Xie Y. A Comparative Analysis of SARS-CoV-2 Variants of Concern (VOC) Spike Proteins Interacting with hACE2 Enzyme. Int J Mol Sci 2024; 25:8032. [PMID: 39125601 PMCID: PMC11311974 DOI: 10.3390/ijms25158032] [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: 06/06/2024] [Revised: 07/15/2024] [Accepted: 07/16/2024] [Indexed: 08/12/2024] Open
Abstract
In late 2019, the emergence of a novel coronavirus led to its identification as SARS-CoV-2, precipitating the onset of the COVID-19 pandemic. Many experimental and computational studies were performed on SARS-CoV-2 to understand its behavior and patterns. In this research, Molecular Dynamic (MD) simulation is utilized to compare the behaviors of SARS-CoV-2 and its Variants of Concern (VOC)-Alpha, Beta, Gamma, Delta, and Omicron-with the hACE2 protein. Protein structures from the Protein Data Bank (PDB) were aligned and trimmed for consistency using Chimera, focusing on the receptor-binding domain (RBD) responsible for ACE2 interaction. MD simulations were performed using Visual Molecular Dynamics (VMD) and Nanoscale Molecular Dynamics (NAMD2), and salt bridges and hydrogen bond data were extracted from the results of these simulations. The data extracted from the last 5 ns of the 10 ns simulations were visualized, providing insights into the comparative stability of each variant's interaction with ACE2. Moreover, electrostatics and hydrophobic protein surfaces were calculated, visualized, and analyzed. Our comprehensive computational results are helpful for drug discovery and future vaccine designs as they provide information regarding the vital amino acids in protein-protein interactions (PPIs). Our analysis reveals that the Original and Omicron variants are the two most structurally similar proteins. The Gamma variant forms the strongest interaction with hACE2 through hydrogen bonds, while Alpha and Delta form the most stable salt bridges; the Omicron is dominated by positive potential in the binding site, which makes it easy to attract the hACE2 receptor; meanwhile, the Original, Beta, Delta, and Omicron variants show varying levels of interaction stability through both hydrogen bonds and salt bridges, indicating that targeted therapeutic agents can disrupt these critical interactions to prevent SARS-CoV-2 infection.
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Affiliation(s)
- Jiawei Chen
- College of Computing, Data Science and Society, University of California, Berkeley, CA 94720, USA;
| | - Lingtao Chen
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (Y.X.); (Q.L.); (M.V.)
| | - Heng Quan
- Department of Civil and Urban Engineering, New York University, Brooklyn, NY 10012, USA;
| | - Soongoo Lee
- Department of Molecular and Cellular Biology, Kennesaw State University, Kennesaw, GA 30144, USA;
| | - Kaniz Fatama Khan
- Department of Chemistry and Biochemistry, Kennesaw State University, Kennesaw, GA 30144, USA;
| | - Ying Xie
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (Y.X.); (Q.L.); (M.V.)
| | - Qiaomu Li
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (Y.X.); (Q.L.); (M.V.)
| | - Maria Valero
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (Y.X.); (Q.L.); (M.V.)
| | - Zhiyu Dai
- Division of Pulmonary and Critical Care Medicine, John T. Milliken Department of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO 63110, USA;
| | - Yixin Xie
- College of Computing and Software Engineering, Kennesaw State University, Marietta, GA 30060, USA; (L.C.); (Y.X.); (Q.L.); (M.V.)
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15
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Shukla N, Shamim U, Agarwal P, Pandey R, Narayan J. From bench to bedside: potential of translational research in COVID-19 and beyond. Brief Funct Genomics 2024; 23:349-362. [PMID: 37986554 DOI: 10.1093/bfgp/elad051] [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: 09/07/2023] [Revised: 10/25/2023] [Accepted: 11/02/2023] [Indexed: 11/22/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and coronavirus disease 2019 (COVID-19) have been around for more than 3 years now. However, due to constant viral evolution, novel variants are emerging, leaving old treatment protocols redundant. As treatment options dwindle, infection rates continue to rise and seasonal infection surges become progressively common across the world, rapid solutions are required. With genomic and proteomic methods generating enormous amounts of data to expand our understanding of SARS-CoV-2 biology, there is an urgent requirement for the development of novel therapeutic methods that can allow translational research to flourish. In this review, we highlight the current state of COVID-19 in the world and the effects of post-infection sequelae. We present the contribution of translational research in COVID-19, with various current and novel therapeutic approaches, including antivirals, monoclonal antibodies and vaccines, as well as alternate treatment methods such as immunomodulators, currently being studied and reiterate the importance of translational research in the development of various strategies to contain COVID-19.
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Affiliation(s)
- Nityendra Shukla
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Mall Road, Near Jubilee Hall, New Delhi, 110007, India
| | - Uzma Shamim
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Mall Road, Near Jubilee Hall, New Delhi, 110007, India
| | - Preeti Agarwal
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Mall Road, Near Jubilee Hall, New Delhi, 110007, India
| | - Rajesh Pandey
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Mall Road, Near Jubilee Hall, New Delhi, 110007, India
| | - Jitendra Narayan
- CSIR Institute of Genomics and Integrative Biology (CSIR-IGIB), Mall Road, Near Jubilee Hall, New Delhi, 110007, India
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16
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Cui L, Li T, Lan M, Zhou M, Xue W, Zhang S, Wang H, Hong M, Zhang Y, Yuan L, Sun H, Ye J, Zheng Q, Guan Y, Gu Y, Xia N, Li S. A cryptic site in class 5 epitope of SARS-CoV-2 RBD maintains highly conservation across natural isolates. iScience 2024; 27:110208. [PMID: 39015149 PMCID: PMC11251093 DOI: 10.1016/j.isci.2024.110208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 03/12/2024] [Accepted: 05/28/2024] [Indexed: 07/18/2024] Open
Abstract
The emergence of SARS-CoV-2 variants raises concerns about the efficacy of existing COVID-19 vaccines and therapeutics. Previously, we identified a conserved cryptic class 5 epitope of SARS-CoV-2 receptor binding domain (RBD) by two cross-neutralizing antibodies 7D6 and 6D6. Intriguingly, this site remains resistant to substantial mutations occurred in ever-changing SARS-CoV-2 subvariants. As compared to class 3 antibody S309, 6D6 maintains broad and consistent neutralizing activities against SARS-CoV-2 variants. Furthermore, 6D6 effectively protected hamster from the virulent Beta strain. Sequence alignment of approximately 6 million documented SARS-CoV-2 isolates revealed that 6D6 epitope maintains an exceptionally high conservation rate (99.92%). Structural analysis demonstrated that all 33 mutations accumulated in XBB.1.5 since the original strain do not perturb the binding 6D6 to RBD, in line with the sequence analysis throughout the antigenicity evolution of SARS-CoV-2. These findings suggest the potential of this epitope serving as a critical determinant for vaccines and therapeutic design.
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Affiliation(s)
- Lingyan Cui
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Tingting Li
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Miaolin Lan
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Ming Zhou
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Wenhui Xue
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Sibo Zhang
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Hong Wang
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Minqing Hong
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Yali Zhang
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Lunzhi Yuan
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Hui Sun
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Jianghui Ye
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Qingbing Zheng
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Yi Guan
- State Key Laboratory of Emerging Infectious Diseases, The University of Hong Kong, Hong Kong 999077, China
- Joint Institute of Virology (Shantou University and University of Hong Kong), Guangdong-Hongkong Joint Laboratory of Emerging Infectious Diseases, Shantou University, Shantou 515063, China
| | - Ying Gu
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Ningshao Xia
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
| | - Shaowei Li
- State Key Laboratory of Vaccines for Infectious Diseases, Xiang An Biomedicine Laboratory, School of Public Health, School of Life Sciences, Xiamen University, Xiamen 361102, China
- National Institute of Diagnostics and Vaccine Development in Infectious Diseases, State Key Laboratory of Molecular Vaccinology and Molecular Diagnostics, Collaborative Innovation Center of Biologic Products, National Innovation Platform for Industry-Education Integration in Vaccine Research, the Research Unit of Frontier Technology of Structural Vaccinology of Chinese Academy of Medical Sciences, Xiamen University, Xiamen 361102, China
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17
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Lee JH, Sergi C, Kast RE, Kanwar BA, Bourbeau J, Oh S, Sohn MG, Lee CJ, Coleman MD. Basic implications on three pathways associated with SARS-CoV-2. Biomed J 2024:100766. [PMID: 39004185 DOI: 10.1016/j.bj.2024.100766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Revised: 07/04/2024] [Accepted: 07/10/2024] [Indexed: 07/16/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) interacts between the host and virus and govern induction, resulting in multiorgan impacts. Its pathophysiology involves the followings: 1) the angiotensin-converting enzyme (ACE2) and Toll-like receptor (TLR) pathways: 2) the neuropilin (NRP) pathway: 3) the spike protein pathway. Therefore, it is necessary to block the pathological course with modulating innate lymphoid cells against diverse corona variants in the future.
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Affiliation(s)
- Jong Hoon Lee
- Science and Research Center, Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu Seoul 03080, Republic of Korea.
| | - Consolato Sergi
- Division of Anatomical Pathology, Children's Hospital of Eastern Ontario (CHEO), University of Ottawa, 401 Smyth Road Ottawa, ON K1H 8L1 Canada
| | - Richard E Kast
- IIAIGC Study Center, 11 Arlington Ct, Burlington, 05408 VT USA
| | - Badar A Kanwar
- Haider Associates, 1999 Forest Ridge Dr, Bedford, TX 76021, United States
| | - Jean Bourbeau
- Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montréal, QC, Canada
| | - Sangsuk Oh
- Department of Food Engineering, Food Safety Laboratory, Memory Unit, Ewha Womans University, Seoul 03670, Korea
| | - Mun-Gi Sohn
- Department of Food Science, KyungHee University College of Life Science, Seoul 17104, Republic of Korea
| | - Chul Joong Lee
- Department of Anesthesiology, Seoul National University Hospital, Seoul, Republic of Korea
| | - Michael D Coleman
- College of Health and Life Sciences, Aston University, Birmingham, B4 7ET UK.
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18
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Batchi-Bouyou AL, Djontu JC, Ingoba LL, Mougany JS, Mouzinga FH, Dollon Mbama Ntabi J, Kouikani FY, Christ Massamba Ndala A, Diafouka-Kietela S, Ampa R, Ntoumi F. Neutralizing antibody responses assessment after vaccination in people living with HIV using a surrogate neutralization assay. BMC Immunol 2024; 25:43. [PMID: 38987686 PMCID: PMC11234560 DOI: 10.1186/s12865-024-00625-z] [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: 07/31/2023] [Accepted: 06/01/2024] [Indexed: 07/12/2024] Open
Abstract
OBJECTIVE HIV has been reported to interfere with protective vaccination against multiple pathogens, usually through the decreased effectiveness of the antibody responses. We aimed to assess neutralizing antibody responses induced by COVID-19 vaccination in PLWH in Brazzaville, Republique of the Congo. METHOD The study was conducted at the Ambulatory Treatment Center of the National HIV Program, in charge of over 6000 PLWH, and the health center of FCRM in Brazzaville, Republic of the Congo. Participants were divided into two groups: PLWH with well-controlled HIV infection (CD4 counts no older than one week ≥ 800 / mm3, undetectable viral load of a period no older than one week and regularly taking Highly Active Antiretroviral Therapy for at least 6 months) and PLWOH. These groups were subdivided by vaccination status: fully vaccinated with adenovirus-based vaccines (Janssen/Ad26.COV2.S and Sputnik/Gam-COVID-Vac) or inactivated virus vaccine (Sinopharm/BBIP-CorV) and a control group of unvaccinated healthy individuals. All participants were RT-PCR negative at inclusion and/or with no documented history of SARS-CoV-2 infection. ELISA method was used for detecting IgG and neutralizing Antibodies against SARS-CoV-2 antigens using a commercial neutralizing assay. RESULTS We collected oropharyngeal and blood samples from 1016 participants including 684 PLWH and 332 PLWOH. Both PLWH and PLWOH elicited high levels of antibody responses after complete vaccination with inactivated virus vaccine (Sinopharm/BBIP-CorV) and adenovirus-based vaccines (Janssen/Ad26.COV2.S and Sputnik/Gam-COVID-Vac). Overall, no difference was observed in neutralization capacity between PLWOH and PLWH with well-controlled HIV infection. CONCLUSION The results from this study underline the importance of implementing integrated health systems that provide PLWH the opportunity to benefit HIV prevention and care, at the same time while monitoring their vaccine-induced antibody kinetics for appropriate booster schedules.
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Affiliation(s)
- Armel Landry Batchi-Bouyou
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo.
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of the Congo.
- Global Clinical Scholars Research Training Program, Harvard Medical School, Boston, MA, USA.
- Department of Medicine, School of Medicine, Washington University in St Louis, St Louis, MO, 63130, USA.
| | - Jean Claude Djontu
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo
| | - Line Lobaloba Ingoba
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of the Congo
| | - Jiré Séphora Mougany
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of the Congo
| | - Freisnel Hermeland Mouzinga
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of the Congo
| | - Jacques Dollon Mbama Ntabi
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of the Congo
| | - Franck Yannis Kouikani
- Department of Health and Social Care, Ministry of Higher Education, Scientific Research and Technological Innovation, Brazzaville, Republic of the Congo
| | - Arcel Christ Massamba Ndala
- Ambulatory Treatment Center, National HIV Program, Ministry of Health and Population, Brazzaville, Republic of the Congo
| | - Steve Diafouka-Kietela
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo
| | - Raoul Ampa
- Faculty of Sciences and Techniques, University Marien Ngouabi, Brazzaville, Republic of the Congo
| | - Francine Ntoumi
- Fondation Congolaise pour la Recherche Médicale (FCRM), Villa D6, Campus OMS, Djoué, Brazzaville, Republic of the Congo.
- Institute of Tropical Medicine, University of Tübingen, Tübingen, Germany.
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Liu P, Cao K, Dai G, Chen T, Zhao Y, Xu H, Xu X, Cao Q, Zhan Y, Zuo X. Omicron variant and pulmonary involvements: a chest imaging analysis in asymptomatic and mild COVID-19. Front Public Health 2024; 12:1325474. [PMID: 39035180 PMCID: PMC11258674 DOI: 10.3389/fpubh.2024.1325474] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 06/24/2024] [Indexed: 07/23/2024] Open
Abstract
Objectives To identify clinical characteristics and risk factors for pulmonary involvements in asymptomatic and mildly symptomatic patients infected with SARS-CoV-2 Omicron variant by chest imaging analysis. Methods Detailed data and chest computed tomography (CT) imaging features were retrospectively analyzed from asymptomatic and mildly symptomatic patients infected with Omicron between 24 April and 10 May 2022. We scored chest CT imaging features and categorized the patients into obvious pulmonary involvements (OPI) (score > 2) and not obvious pulmonary involvements (NOPI) (score ≤ 2) groups based on the median score. The risk factors for OPI were identified with analysis results visualized by nomogram. Results In total, 339 patients were included (145 were male and 194 were female), and the most frequent clinical symptoms were cough (75.5%); chest CT imaging features were mostly linear opacities (42.8%). Pulmonary involvements were more likely to be found in the left lower lung lobe, with a significant difference in the lung total severity score of the individual lung lobes (p < 0.001). Logistic regression analysis revealed age stratification [odds ratio (OR) = 1.92, 95% confidence interval (CI) (1.548-2.383); p < 0.001], prolonged nucleic acid negative conversion time (NCT) (NCT > 8d) [OR = 1.842, 95% CI (1.104-3.073); p = 0.019], and pulmonary diseases [OR = 4.698, 95% CI (1.159-19.048); p = 0.03] as independent OPI risk factors. Conclusion Asymptomatic and mildly symptomatic patients infected with Omicron had pulmonary involvements which were not uncommon. Potential risk factors for age stratification, prolonged NCT, and pulmonary diseases can help clinicians to identify OPI in asymptomatic and mildly symptomatic patients infected with Omicron.
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Affiliation(s)
- Peiben Liu
- Department of Critical Care Medicine, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Nanjing, Jiangsu, China
- Department of Critical Care Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Kejun Cao
- Department of Critical Care Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Guanqun Dai
- Department of Comprehensive Internal Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Tingzhen Chen
- Department of Critical Care Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yifan Zhao
- Department of Critical Care Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Hai Xu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiaoquan Xu
- Department of Radiology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Quan Cao
- Department of Critical Care Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Yiyang Zhan
- Department of Comprehensive Internal Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
| | - Xiangrong Zuo
- Department of Critical Care Medicine, The First Affiliated Hospital of Nanjing Medical University, Nanjing, Jiangsu, China
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Liang L, Wang B, Zhang Q, Zhang S, Zhang S. Antibody drugs targeting SARS-CoV-2: Time for a rethink? Biomed Pharmacother 2024; 176:116900. [PMID: 38861858 DOI: 10.1016/j.biopha.2024.116900] [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: 02/14/2024] [Revised: 04/20/2024] [Accepted: 06/06/2024] [Indexed: 06/13/2024] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) heavily burdens human health. Multiple neutralizing antibodies (nAbs) have been issued for emergency use or tested for treating infected patients in the clinic. However, SARS-CoV-2 variants of concern (VOC) carrying mutations reduce the effectiveness of nAbs by preventing neutralization. Uncoding the mutation profile and immune evasion mechanism of SARS-CoV-2 can improve the outcome of Ab-mediated therapies. In this review, we first outline the development status of anti-SARS-CoV-2 Ab drugs and provide an overview of SARS-CoV-2 variants and their prevalence. We next focus on the failure causes of anti-SARS-CoV-2 Ab drugs and rethink the design strategy for developing new Ab drugs against COVID-19. This review provides updated information for the development of therapeutic Ab drugs against SARS-CoV-2 variants.
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Affiliation(s)
- Likeng Liang
- Department of Cell Biology, School of Medicine, Nankai University, Tianjin 300071, China
| | - Bo Wang
- Department of Cell Biology, School of Medicine, Nankai University, Tianjin 300071, China
| | - Qing Zhang
- Department of Laboratory Medicine, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Shiwu Zhang
- Department of Pathology, Tianjin Union Medical Center, Nankai University, Tianjin 300121, China
| | - Sihe Zhang
- Department of Cell Biology, School of Medicine, Nankai University, Tianjin 300071, China.
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21
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Di Spigna G, Covelli B, Vargas M, Di Caprio R, Rubino V, Iacovazzo C, Napolitano F, Servillo G, Postiglione L. The Behaviour of IL-6 and Its Soluble Receptor Complex during Different Waves of the COVID-19 Pandemic. Life (Basel) 2024; 14:814. [PMID: 39063569 PMCID: PMC11278279 DOI: 10.3390/life14070814] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 06/21/2024] [Accepted: 06/21/2024] [Indexed: 07/28/2024] Open
Abstract
In late December 2019, SARS-CoV-2 was identified as the cause of a new pneumonia (COVID-19), leading to a global pandemic declared by the WHO on 11 March 2020, with significant human, economic, and social costs. Although most COVID-19 cases are asymptomatic or mild, 14% progress to severe disease, and 5% develop critical illness with complications such as interstitial pneumonia, acute respiratory distress syndrome (ARDS), and multiple organ dysfunction syndrome (MODS). SARS-CoV-2 primarily targets the respiratory system but can affect multiple organs due to the widespread presence of angiotensin-converting enzyme 2 (ACE2) receptors, which the virus uses to enter cells. This broad distribution of ACE2 receptors means that SARS-CoV-2 infection can lead to cardiovascular, gastrointestinal, renal, hepatic, central nervous system, and ocular damage. The virus triggers the innate and adaptive immune systems, resulting in a massive cytokine release, known as a "cytokine storm", which is linked to tissue damage and poor outcomes in severe lung disease. Interleukin-6 (IL-6) is particularly important in this cytokine release, with elevated levels serving as a marker of severe COVID-19. IL-6 is a multifunctional cytokine with both anti-inflammatory and pro-inflammatory properties, acting through two main pathways: classical signalling and trans-signalling. Classical signalling involves IL-6 binding to its membrane-bound receptor IL-6R and then to the gp130 protein, while trans-signalling occurs when IL-6 binds to the soluble form of IL-6R (sIL-6R) and then to membrane-bound gp130 on cells that do not express IL-6R. The soluble form of gp130 (sgp130) can inhibit IL-6 trans-signalling by binding to sIL-6R, thereby preventing it from interacting with membrane-bound gp130. Given the central role of IL-6 in COVID-19 inflammation and its association with severe disease, we aimed to analyse the behaviour of IL-6 and its soluble receptor complex during different waves of the pandemic. This analysis could help determine whether IL-6 levels can serve as prognostic markers of disease severity.
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Affiliation(s)
- Gaetano Di Spigna
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (G.D.S.); (B.C.); (R.D.C.); (V.R.); (F.N.)
| | - Bianca Covelli
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (G.D.S.); (B.C.); (R.D.C.); (V.R.); (F.N.)
| | - Maria Vargas
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (M.V.); (C.I.); (G.S.)
| | - Roberta Di Caprio
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (G.D.S.); (B.C.); (R.D.C.); (V.R.); (F.N.)
| | - Valentina Rubino
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (G.D.S.); (B.C.); (R.D.C.); (V.R.); (F.N.)
| | - Carmine Iacovazzo
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (M.V.); (C.I.); (G.S.)
| | - Filomena Napolitano
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (G.D.S.); (B.C.); (R.D.C.); (V.R.); (F.N.)
| | - Giuseppe Servillo
- Department of Neurosciences, Reproductive and Odontostomatological Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (M.V.); (C.I.); (G.S.)
| | - Loredana Postiglione
- Department of Translational Medical Sciences, University of Naples “Federico II”, 80131 Naples, Italy; (G.D.S.); (B.C.); (R.D.C.); (V.R.); (F.N.)
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22
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Wang D, Zhang Z, Baudys J, Haynes C, Osman SH, Zhou B, Barr JR, Gumbart JC. Enhanced Surface Accessibility of SARS-CoV-2 Omicron Spike Protein Due to an Altered Glycosylation Profile. ACS Infect Dis 2024; 10:2032-2046. [PMID: 38728322 PMCID: PMC11184558 DOI: 10.1021/acsinfecdis.4c00015] [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: 01/08/2024] [Revised: 04/27/2024] [Accepted: 04/30/2024] [Indexed: 05/12/2024]
Abstract
SARS-CoV-2 spike (S) proteins undergo extensive glycosylation, aiding in proper folding, enhancing stability, and evading host immune surveillance. In this study, we used mass spectrometric analysis to elucidate the N-glycosylation characteristics and disulfide bonding of recombinant spike proteins derived from the SARS-CoV-2 Omicron variant (B.1.1.529) in comparison with the D614G spike variant. Furthermore, we conducted microsecond-long molecular dynamics simulations on spike proteins to resolve how the different N-glycans impact spike conformational sampling in the two variants. Our findings reveal that the Omicron spike protein maintains an overall resemblance to the D614G spike variant in terms of site-specific glycan processing and disulfide bond formation. Nonetheless, alterations in glycans were observed at certain N-glycosylation sites. These changes, in synergy with mutations within the Omicron spike protein, result in increased surface accessibility of the macromolecule, including the ectodomain, receptor-binding domain, and N-terminal domain. Additionally, mutagenesis and pull-down assays reveal the role of glycosylation of a specific sequon (N149); furthermore, the correlation of MD simulation and HDX-MS identified several high-dynamic areas of the spike proteins. These insights contribute to our understanding of the interplay between structure and function, thereby advancing effective vaccination and therapeutic strategies.
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Affiliation(s)
- Dongxia Wang
- National
Center for Environmental Health, Division of Laboratory Sciences, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia 30322 United States
| | - Zijian Zhang
- School
of Physics, Georgia Institute of Technology, Atlanta, Georgia 30332 United States
| | - Jakub Baudys
- National
Center for Environmental Health, Division of Laboratory Sciences, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia 30322 United States
| | - Christopher Haynes
- National
Center for Environmental Health, Division of Laboratory Sciences, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia 30322 United States
| | - Sarah H. Osman
- National
Center for Environmental Health, Division of Laboratory Sciences, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia 30322 United States
| | - Bin Zhou
- National
Center for Immunization and Respiratory Diseases, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia 30322 United States
| | - John R. Barr
- National
Center for Environmental Health, Division of Laboratory Sciences, Centers for Disease Control and Prevention (CDC), Atlanta, Georgia 30322 United States
| | - James C. Gumbart
- School
of Physics, Georgia Institute of Technology, Atlanta, Georgia 30332 United States
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23
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Perovic V, Glisic S, Veljkovic M, Paessler S, Veljkovic V. In Silico Exploration of CD200 as a Therapeutic Target for COVID-19. Microorganisms 2024; 12:1185. [PMID: 38930566 PMCID: PMC11205781 DOI: 10.3390/microorganisms12061185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2024] [Revised: 06/06/2024] [Accepted: 06/08/2024] [Indexed: 06/28/2024] Open
Abstract
SARS-CoV-2, the pathogen causing COVID-19, continues to pose a significant threat to public health and has had major economic implications. Developing safe and effective vaccines and therapies offers a path forward for overcoming the COVID-19 pandemic. The presented study, performed by using the informational spectrum method (ISM), representing an electronic biology-based tool for analysis of protein-protein interactions, identified the highly conserved region of spike protein (SP) from SARS-CoV-2 virus, which is essential for recognition and targeting between the virus and its protein interactors on the target cells. This domain is suggested as a promising target for the drug therapy and vaccines, which could be effective against all currently circulating variants of SARS-CoV-2 viruses. The analysis of the virus/host interaction, performed by the ISM, also revealed OX-2 membrane glycoprotein (CD200) as a possible interactor of SP, which could serve as a novel therapeutic target for COVID-19 disease.
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Affiliation(s)
- Vladimir Perovic
- Laboratory for Bioinformatics and Computational Chemistry, Institute of Nuclear Sciences VINCA, University of Belgrade, 11001 Belgrade, Serbia;
| | - Sanja Glisic
- Laboratory for Bioinformatics and Computational Chemistry, Institute of Nuclear Sciences VINCA, University of Belgrade, 11001 Belgrade, Serbia;
| | - Milena Veljkovic
- Department of Clinical Laboratory Medicine, Hospital for Cerebrovascular Diseases Sveti Sava, 11000 Belgrade, Serbia
| | - Slobodan Paessler
- Department of Pathology, University of Texas Medical Branch, Galveston, TX 77555, USA
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24
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Garmeh Motlagh F, Azimzadeh Irani M, Masoomi Nomandan SZ, Assadizadeh M. Computational design and investigation of the monomeric spike SARS-CoV-2-ferritin nanocage vaccine stability and interactions. Front Mol Biosci 2024; 11:1403635. [PMID: 38933369 PMCID: PMC11199398 DOI: 10.3389/fmolb.2024.1403635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 05/23/2024] [Indexed: 06/28/2024] Open
Abstract
Since the Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) outbreak, several solutions have been proposed to manage the disease. The most viable option for controlling this virus is to produce effective vaccines. Most of the current SARS-CoV-2 vaccines have focused on the infusion spike protein. Spike exists as a trimer and plays a vital role in infecting host cells by binding to the Angiotensin-Converting Enzyme 2 (ACE2) receptor through its Receptor Binding Domain (RBD). Ferritin protein, a naturally occurring iron-storage protein, has gained attention for vaccine production due to its self-assembling property, non-toxic nature, and biocompatibility. Ferritin nanocages have recently been employed in the development of a SARS-CoV-2 vaccination eliciting not only long-term protective memory cells but also a sustained antibody response. In this study, a combination of in silico investigations including molecular docking, molecular dynamics simulations, and immune simulations were carried out to computationally model the monomeric spike protein on the ferritin nanocage as well as to evaluate its stability and interactions for the first time. The structural dynamics of the modeled complex demonstrated noticeable stability. In particular, the Receptor Binding Domain (RBD) and ferritin within the monomeric spike-ferritin complex illustrated significant stability. The lack of alterations in the secondary structure further supported the overall steadiness of the complex. The decline in the distance between ferritin and spike suggests a strong interaction over time. The cross-correlation matrices revealed that the monomeric spike and ferritin move towards each other supporting the stable interaction between spike and ferritin. Further, the orientation of monomeric spike protein within the ferritin unit facilitated the exposure of critical epitopes, specifically upward active Receptor Binding Domain (RBD), enabling effective interactions with the ACE2 receptor. The immune simulations of the model indicated high-level stimulations of both cellular and humoral immunity in the human body. It was also found that the employed model is effective regardless of the mutated spikes in different variants. These findings shed light on the current status of the SARS-CoV-2-ferritin nanoparticle vaccines and could be used as a framework for other similar vaccine designs.
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25
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Carvajal JJ, García-Castillo V, Cuellar SV, Campillay-Véliz CP, Salazar-Ardiles C, Avellaneda AM, Muñoz CA, Retamal-Díaz A, Bueno SM, González PA, Kalergis AM, Lay MK. New insights into the pathogenesis of SARS-CoV-2 during and after the COVID-19 pandemic. Front Immunol 2024; 15:1363572. [PMID: 38911850 PMCID: PMC11190347 DOI: 10.3389/fimmu.2024.1363572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2023] [Accepted: 04/24/2024] [Indexed: 06/25/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is responsible for the respiratory distress condition known as COVID-19. This disease broadly affects several physiological systems, including the gastrointestinal, renal, and central nervous (CNS) systems, significantly influencing the patient's overall quality of life. Additionally, numerous risk factors have been suggested, including gender, body weight, age, metabolic status, renal health, preexisting cardiomyopathies, and inflammatory conditions. Despite advances in understanding the genome and pathophysiological ramifications of COVID-19, its precise origins remain elusive. SARS-CoV-2 interacts with a receptor-binding domain within angiotensin-converting enzyme 2 (ACE2). This receptor is expressed in various organs of different species, including humans, with different abundance. Although COVID-19 has multiorgan manifestations, the main pathologies occur in the lung, including pulmonary fibrosis, respiratory failure, pulmonary embolism, and secondary bacterial pneumonia. In the post-COVID-19 period, different sequelae may occur, which may have various causes, including the direct action of the virus, alteration of the immune response, and metabolic alterations during infection, among others. Recognizing the serious adverse health effects associated with COVID-19, it becomes imperative to comprehensively elucidate and discuss the existing evidence surrounding this viral infection, including those related to the pathophysiological effects of the disease and the subsequent consequences. This review aims to contribute to a comprehensive understanding of the impact of COVID-19 and its long-term effects on human health.
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Affiliation(s)
- Jonatan J. Carvajal
- Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, University of Antofagasta, Antofagasta, Chile
| | - Valeria García-Castillo
- Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, University of Antofagasta, Antofagasta, Chile
| | - Shelsy V. Cuellar
- Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, University of Antofagasta, Antofagasta, Chile
| | | | - Camila Salazar-Ardiles
- Center for Research in Physiology and Altitude Medicine (FIMEDALT), Biomedical Department, Faculty of Health Sciences, University of Antofagasta, Antofagasta, Chile
| | - Andrea M. Avellaneda
- Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, University of Antofagasta, Antofagasta, Chile
- Department of Basic Sciences, Faculty of Sciences, Universidad Santo Tomás, Antofagasta, Chile
| | - Christian A. Muñoz
- Research Center in Immunology and Biomedical Biotechnology of Antofagasta (CIIBBA), University of Antofagasta, Antofagasta, Chile
- Department of Medical Technology, Faculty of Health Sciences, University of Antofagasta, Antofagasta, Chile
- Millennium Institute on Immunology and Immunotherapy, Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, Department of Medical Technology, Faculty of Health Sciences, University of Antofagasta, Antofagasta, Chile
| | - Angello Retamal-Díaz
- Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, University of Antofagasta, Antofagasta, Chile
- Research Center in Immunology and Biomedical Biotechnology of Antofagasta (CIIBBA), University of Antofagasta, Antofagasta, Chile
- Millennium Institute on Immunology and Immunotherapy, Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, Department of Medical Technology, Faculty of Health Sciences, University of Antofagasta, Antofagasta, Chile
| | - Susan M. Bueno
- Millennium Institute on Immunology and Immunotherapy, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Pablo A. González
- Millennium Institute on Immunology and Immunotherapy, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Alexis M. Kalergis
- Millennium Institute on Immunology and Immunotherapy, Facultad de Ciencias Biológicas, Pontificia Universidad Católica de Chile, Santiago, Chile
- Departamento de Endocrinología, Facultad de Medicina, Pontificia Universidad Católica de Chile, Santiago, Chile
| | - Margarita K. Lay
- Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, University of Antofagasta, Antofagasta, Chile
- Research Center in Immunology and Biomedical Biotechnology of Antofagasta (CIIBBA), University of Antofagasta, Antofagasta, Chile
- Millennium Institute on Immunology and Immunotherapy, Department of Biotechnology, Faculty of Marine Sciences and Biological Resources, Department of Medical Technology, Faculty of Health Sciences, University of Antofagasta, Antofagasta, Chile
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26
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Kozłowski P, Leszczyńska A, Ciepiela O. Long COVID Definition, Symptoms, Risk Factors, Epidemiology and Autoimmunity: A Narrative Review. AMERICAN JOURNAL OF MEDICINE OPEN 2024; 11:100068. [PMID: 39034937 PMCID: PMC11256271 DOI: 10.1016/j.ajmo.2024.100068] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 01/29/2024] [Accepted: 02/01/2024] [Indexed: 07/23/2024]
Abstract
The virus called SARS-CoV-2 emerged in 2019 and quickly spread worldwide, causing COVID-19. It has greatly impacted on everyday life, healthcare systems, and the global economy. In order to save as many lives as possible, precautions such as social distancing, quarantine, and testing policies were implemented, and effective vaccines were developed. A growing amount of data collected worldwide allowed the characterization of this new disease, which turned out to be more complex than other common respiratory tract infections. An increasing number of convalescents presented with a variety of nonspecific symptoms emerging after the acute infection. This possible new global health problem was identified and labelled as long COVID. Since then, a great effort has been made by clinicians and the scientific community to understand the underlying mechanisms and to develop preventive measures and effective treatment. The role of autoimmunity induced by SARS-CoV-2 infection in the development of long COVID is discussed in this review. We aim to deliver a description of several conditions with an autoimmune background observed in COVID-19 convalescents, including Guillain-Barré syndrome, antiphospholipid syndrome and related thrombosis, and Kawasaki disease highlighting a relationship between SARS-CoV-2 infection and the development of autoimmunity. However, further studies are required to determine its true clinical significance.
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Affiliation(s)
- Paweł Kozłowski
- Central Laboratory, University Clinical Centre of the Medical University of Warsaw, Warsaw, Poland
| | - Aleksandra Leszczyńska
- Central Laboratory, University Clinical Centre of the Medical University of Warsaw, Warsaw, Poland
| | - Olga Ciepiela
- Central Laboratory, University Clinical Centre of the Medical University of Warsaw, Warsaw, Poland
- Department of Laboratory Medicine, Medical University of Warsaw, Warsaw, Poland
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27
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Xiang T, Quan X, Jia H, Wang H, Liang B, Li S, Wang X, Li H, Feng X, Fan L, Xu L, Wang T, Xiong S, Yang D, Liu J, Zheng X. Omicron breakthrough infections after triple-dose inactivated COVID-19 vaccination: A comprehensive analysis of antibody and T-cell responses. Immunology 2024; 172:313-327. [PMID: 38462236 DOI: 10.1111/imm.13764] [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: 11/05/2023] [Accepted: 01/28/2024] [Indexed: 03/12/2024] Open
Abstract
This study longitudinally evaluated the immune response in individuals over a year after receiving three doses of an inactivated SARS-CoV-2 vaccine, focusing on reactions to Omicron breakthrough infections. From 63 blood samples of 37 subjects, results showed that the third booster enhanced the antibody response against Alpha, Beta, and Delta VOCs but was less effective against Omicron. Although antibody titres decreased post-vaccination, SARS-CoV-2-specific T-cell responses, both CD4+ and CD8+, remained stable. Omicron breakthrough infections significantly improved neutralization against various VOCs, including Omicron. However, the boost in antibodies against WT, Alpha, Beta, and Delta variants was more pronounced. Regarding T cells, breakthrough infection predominantly boosted the CD8+ T-cell response, and the intensity of the spike protein-specific T-cell response was roughly comparable between WT and Omicron BA.5.
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Affiliation(s)
- Tiandan Xiang
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
- Department of Infectious Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China
| | - Xufeng Quan
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Hang Jia
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Hua Wang
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Boyun Liang
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Sumeng Li
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Xiaoyan Wang
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Huadong Li
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Xuemei Feng
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Lei Fan
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Ling Xu
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Tong Wang
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Shue Xiong
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Dongliang Yang
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Jia Liu
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
| | - Xin Zheng
- Department of Infectious Diseases, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- Joint International Laboratory of Infection and Immunity, Huazhong University of Science and Technology, Wuhan, China
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28
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G/meskel W, Desta K, Diriba R, Belachew M, Evans M, Cantarelli V, Urrego M, Sisay A, Gebreegziabxier A, Abera A. SARS-CoV-2 variant typing using real-time reverse transcription-polymerase chain reaction-based assays in Addis Ababa, Ethiopia. IJID REGIONS 2024; 11:100363. [PMID: 38634071 PMCID: PMC11021353 DOI: 10.1016/j.ijregi.2024.100363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 03/24/2024] [Accepted: 03/28/2024] [Indexed: 04/19/2024]
Abstract
Objectives This study aimed to determine the SARS-CoV-2 variants in the first four COVID-19 waves using polymerase chain reaction (PCR)-based variant detection in Addis Ababa, Ethiopia. Methods A cross-sectional study was conducted using repository nasopharyngeal samples stored at the Ethiopian Public Health Institute COVID-19 testing laboratory. Stored positive samples were randomly selected from the first four waves based on their sample collection date. A total of 641 nasopharyngeal samples were selected and re-tested for SARS-CoV-2. RNA was extracted using nucleic acid purification instrument. Then, SARS-CoV-2 detection was carried out using 10 μl RNA and 20 μl reverse transcription-PCR fluorescent mix. Cycle threshold values <38 were considered positive. Results A total of 374 samples qualified for B.1.617 Lineage and six spike gene mutation variant typing kits. The variant typing kits identified 267 (71.4%) from the total qualifying samples. Alpha, Beta, Delta, and Omicron were dominantly identified variants from waves I, II, III, and IV, respectively. From the total identified positive study samples, 243 of 267 (91%) of variants identified from samples had cycle threshold values <30. Conclusions The study data demonstrated that reverse transcription-PCR-based variant typing can provide additional screening opportunities where sequencing opportunity is inaccessible. The assays could be implemented in laboratories performing SARS-CoV-2 molecular testing.
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Affiliation(s)
- Wodneh G/meskel
- Department of Medical Laboratory Sciences, College of Health Science, Addis Ababa University, P.O.Box 1176, Addis Ababa, Ethiopia
| | - Kassu Desta
- Department of Medical Laboratory Sciences, College of Health Science, Addis Ababa University, P.O.Box 1176, Addis Ababa, Ethiopia
| | - Regasa Diriba
- Department of Medical Laboratory Sciences, College of Health Science, Addis Ababa University, P.O.Box 1176, Addis Ababa, Ethiopia
| | - Mahlet Belachew
- Malaria and Neglected Tropical Diseases Research Team, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
| | - Martin Evans
- Global Public Health Programs, American Society for Microbiology, Washington, USA
| | - Vlademir Cantarelli
- Global Public Health Programs, American Society for Microbiology, Washington, USA
| | - Maritza Urrego
- Global Public Health Programs, American Society for Microbiology, Washington, USA
| | - Abay Sisay
- Department of Medical Laboratory Sciences, College of Health Science, Addis Ababa University, P.O.Box 1176, Addis Ababa, Ethiopia
| | | | - Adugna Abera
- Malaria and Neglected Tropical Diseases Research Team, Ethiopian Public Health Institute, Addis Ababa, Ethiopia
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29
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Rojas Chávez RA, Fili M, Han C, Rahman SA, Bicar IGL, Gregory S, Helverson A, Hu G, Darbro BW, Das J, Brown GD, Haim H. Mapping the Evolutionary Space of SARS-CoV-2 Variants to Anticipate Emergence of Subvariants Resistant to COVID-19 Therapeutics. PLoS Comput Biol 2024; 20:e1012215. [PMID: 38857308 PMCID: PMC11192331 DOI: 10.1371/journal.pcbi.1012215] [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: 07/06/2023] [Revised: 06/21/2024] [Accepted: 05/30/2024] [Indexed: 06/12/2024] Open
Abstract
New sublineages of SARS-CoV-2 variants-of-concern (VOCs) continuously emerge with mutations in the spike glycoprotein. In most cases, the sublineage-defining mutations vary between the VOCs. It is unclear whether these differences reflect lineage-specific likelihoods for mutations at each spike position or the stochastic nature of their appearance. Here we show that SARS-CoV-2 lineages have distinct evolutionary spaces (a probabilistic definition of the sequence states that can be occupied by expanding virus subpopulations). This space can be accurately inferred from the patterns of amino acid variability at the whole-protein level. Robust networks of co-variable sites identify the highest-likelihood mutations in new VOC sublineages and predict remarkably well the emergence of subvariants with resistance mutations to COVID-19 therapeutics. Our studies reveal the contribution of low frequency variant patterns at heterologous sites across the protein to accurate prediction of the changes at each position of interest.
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Affiliation(s)
| | - Mohammad Fili
- Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, Iowa, United States of America
| | - Changze Han
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States of America
| | - Syed A. Rahman
- Center for Systems Immunology, Departments of Immunology and Computational & Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Isaiah G. L. Bicar
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States of America
| | - Sullivan Gregory
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States of America
| | - Annika Helverson
- Department of Biostatistics, College of Public Health, The University of Iowa, Iowa City, Iowa, United States of America
| | - Guiping Hu
- Department of Industrial and Manufacturing Systems Engineering, Iowa State University, Ames, Iowa, United States of America
| | - Benjamin W. Darbro
- Department of Pediatrics, University of Iowa Hospitals and Clinics, Iowa City, Iowa, United States of America
| | - Jishnu Das
- Center for Systems Immunology, Departments of Immunology and Computational & Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, United States of America
| | - Grant D. Brown
- Department of Biostatistics, College of Public Health, The University of Iowa, Iowa City, Iowa, United States of America
| | - Hillel Haim
- Department of Microbiology and Immunology, The University of Iowa, Iowa City, Iowa, United States of America
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30
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Tolksdorf B, Heinze J, Niemeyer D, Röhrs V, Berg J, Drosten C, Kurreck J. Development of a highly stable, active small interfering RNA with broad activity against SARS-CoV viruses. Antiviral Res 2024; 226:105879. [PMID: 38599550 DOI: 10.1016/j.antiviral.2024.105879] [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: 02/02/2024] [Revised: 03/22/2024] [Accepted: 04/02/2024] [Indexed: 04/12/2024]
Abstract
Treatment options for COVID-19 remain limited. Here, we report the optimization of an siRNA targeting the highly conserved leader region of SARS-CoV-2. The siRNA was rendered nuclease resistant by the introduction of modified nucleotides without loss of activity. Importantly, the siRNA also retained its inhibitory activity against the emerged omicron sublineage variant BA.2, which occurred after the siRNA was designed and is resistant to other antiviral agents such as antibodies. In addition, we show that a second highly active siRNA designed against the viral 5'-UTR can be applied as a rescue molecule, to minimize the spread of escape mutations. We therefore consider our siRNA-based molecules to be promising broadly active candidates for the treatment of current and future SARS-CoV-2 variants.
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Affiliation(s)
- Beatrice Tolksdorf
- Chair of Applied Biochemistry, Institute of Biotechnology, Technische Universität Berlin, Berlin, 10623, Germany
| | - Julian Heinze
- German Center for Infection Research (DZIF), Charitéplatz 1, 10117, Berlin, Germany; Institute of Virology, Charité-Universitätsmedizin Berlin, 10117, Germany
| | - Daniela Niemeyer
- German Center for Infection Research (DZIF), Charitéplatz 1, 10117, Berlin, Germany; Institute of Virology, Charité-Universitätsmedizin Berlin, 10117, Germany
| | - Viola Röhrs
- Chair of Applied Biochemistry, Institute of Biotechnology, Technische Universität Berlin, Berlin, 10623, Germany
| | - Johanna Berg
- Chair of Applied Biochemistry, Institute of Biotechnology, Technische Universität Berlin, Berlin, 10623, Germany
| | - Christian Drosten
- German Center for Infection Research (DZIF), Charitéplatz 1, 10117, Berlin, Germany; Institute of Virology, Charité-Universitätsmedizin Berlin, 10117, Germany
| | - Jens Kurreck
- Chair of Applied Biochemistry, Institute of Biotechnology, Technische Universität Berlin, Berlin, 10623, Germany.
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Jacob-Dolan C, Lifton M, Powers OC, Miller J, Hachmann NP, Vu M, Surve N, Mazurek CR, Fisher JL, Rodrigues S, Patio RC, Anand T, Le Gars M, Sadoff J, Schmidt AG, Barouch DH. B cell somatic hypermutation following COVID-19 vaccination with Ad26.COV2.S. iScience 2024; 27:109716. [PMID: 38655202 PMCID: PMC11035370 DOI: 10.1016/j.isci.2024.109716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 02/02/2024] [Accepted: 04/07/2024] [Indexed: 04/26/2024] Open
Abstract
The viral vector-based COVID-19 vaccine Ad26.COV2.S has been recommended by the WHO since 2021 and has been administered to over 200 million people. Prior studies have shown that Ad26.COV2.S induces durable neutralizing antibodies (NAbs) that increase in coverage of variants over time, even in the absence of boosting or infection. Here, we studied humoral responses following Ad26.COV2.S vaccination in individuals enrolled in the initial Phase 1/2a trial of Ad26.COV2.S in 2020. Through 8 months post vaccination, serum NAb responses increased to variants, including B.1.351 (Beta) and B.1.617.2 (Delta), without additional boosting or infection. The level of somatic hypermutation, measured by nucleotide changes in the VDJ region of the heavy and light antibody chains, increased in Spike-specific B cells. Highly mutated mAbs from these sequences neutralized more SARS-CoV-2 variants than less mutated comparators. These findings suggest that the increase in NAb breadth over time following Ad26.COV2.S vaccination is mediated by affinity maturation.
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Affiliation(s)
- Catherine Jacob-Dolan
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA, USA
- Harvard Medical School, Department of Microbiology, Boston, MA, USA
- Harvard Medical School, Department of Immunology, Boston, MA, USA
| | - Michelle Lifton
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Olivia C. Powers
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jessica Miller
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Nicole P. Hachmann
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Mya Vu
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA, USA
| | - Nehalee Surve
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Camille R. Mazurek
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Jana L. Fisher
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Stefanie Rodrigues
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Robert C. Patio
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Trisha Anand
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Mathieu Le Gars
- Janssen Vaccines and Prevention B.V., Leiden, the Netherlands
| | - Jerald Sadoff
- Janssen Vaccines and Prevention B.V., Leiden, the Netherlands
| | - Aaron G. Schmidt
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA, USA
- Harvard Medical School, Department of Microbiology, Boston, MA, USA
| | - Dan H. Barouch
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
- Ragon Institute of Mass General, MIT, and Harvard, Cambridge, MA, USA
- Harvard Medical School, Department of Immunology, Boston, MA, USA
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Faraji N, Zeinali T, Joukar F, Aleali MS, Eslami N, Shenagari M, Mansour-Ghanaei F. Mutational dynamics of SARS-CoV-2: Impact on future COVID-19 vaccine strategies. Heliyon 2024; 10:e30208. [PMID: 38707429 PMCID: PMC11066641 DOI: 10.1016/j.heliyon.2024.e30208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 04/18/2024] [Accepted: 04/22/2024] [Indexed: 05/07/2024] Open
Abstract
The rapid emergence of multiple strains of Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) has sparked profound concerns regarding the ongoing evolution of the virus and its potential impact on global health. Classified by the World Health Organization (WHO) as variants of concern (VOC), these strains exhibit heightened transmissibility and pathogenicity, posing significant challenges to existing vaccine strategies. Despite widespread vaccination efforts, the continual evolution of SARS-CoV-2 variants presents a formidable obstacle to achieving herd immunity. Of particular concern is the coronavirus spike (S) protein, a pivotal viral surface protein crucial for host cell entry and infectivity. Mutations within the S protein have been shown to enhance transmissibility and confer resistance to antibody-mediated neutralization, undermining the efficacy of traditional vaccine platforms. Moreover, the S protein undergoes rapid molecular evolution under selective immune pressure, leading to the emergence of diverse variants with distinct mutation profiles. This review underscores the urgent need for vigilance and adaptation in vaccine development efforts to combat the evolving landscape of SARS-CoV-2 mutations and ensure the long-term effectiveness of global immunization campaigns.
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Affiliation(s)
- Niloofar Faraji
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Tahereh Zeinali
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Farahnaz Joukar
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Maryam Sadat Aleali
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Narges Eslami
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
| | - Mohammad Shenagari
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
- Department of Microbiology, School of Medicine, Guilan University of Medical Sciences, Rasht, Iran
| | - Fariborz Mansour-Ghanaei
- Gastrointestinal and Liver Diseases Research Center, Guilan University of Medical Sciences, Rasht, Iran
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Qamar F, Sharif Z, Idrees J, Wasim A, Haider S, Salman S. SARS-CoV-2-induced phosphorylation and its pharmacotherapy backed by artificial intelligence and machine learning. Future Sci OA 2024; 10:FSO917. [PMID: 38827795 PMCID: PMC11140666 DOI: 10.2144/fsoa-2023-0112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 10/04/2023] [Indexed: 06/05/2024] Open
Abstract
Aims: To investigate the role of phosphorylation in SARS-CoV-2 infection, potential therapeutic targets and its harmful genetic sequences. Materials & Methods: Data mining techniques were employed to identify upregulated kinases responsible for proteomic changes induced by SARS-CoV-2. Spike and nucleocapsid proteins' sequences were analyzed using predictive tools, including SNAP2, MutPred2, PhD-SNP, SNPs&Go, MetaSNP, Predict-SNP and PolyPhen-2. Missense variants were identified using ensemble-based algorithms and homology/structure-based models like SIFT, PROVEAN, Predict-SNP and MutPred-2. Results: Eight missense variants were identified in viral sequences. Four damaging variants were found, with SNPs&Go and PolyPhen-2. Promising therapeutic candidates, including gilteritinib, pictilisib, sorafenib, RO5126766 and omipalisib, were identified. Conclusion: This research offers insights into SARS-CoV-2 pathogenicity, highlighting potential treatments and harmful variants in viral proteins.
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Affiliation(s)
- Fouzia Qamar
- Department of Biology, Lahore Garrison University, Lahore-54000, Punjab, Pakistan
| | - Zubair Sharif
- Faculty of Medical Laboratory Sciences, Superior University, Lahore-54000, Punjab, Pakistan
| | - Jawaria Idrees
- Khyber Pakhtunkhwa Education Monitoring Authority, Khyber-Pakhtunkhwa, Peshawar-25000, Pakistan
| | - Asif Wasim
- Department of Pharmacy, CECOS University of IT & Emerging Sciences, Peshawar-25000, Khyber Pakhtunkhwa, Peshawar, Pakistan
| | - Sana Haider
- Department of Pharmacy, CECOS University of IT & Emerging Sciences, Peshawar-25000, Khyber Pakhtunkhwa, Peshawar, Pakistan
| | - Saad Salman
- Department of Pharmacy, CECOS University of IT & Emerging Sciences, Peshawar-25000, Khyber Pakhtunkhwa, Peshawar, Pakistan
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Girón-Guzmán I, Cuevas-Ferrando E, Barranquero R, Díaz-Reolid A, Puchades-Colera P, Falcó I, Pérez-Cataluña A, Sánchez G. Urban wastewater-based epidemiology for multi-viral pathogen surveillance in the Valencian region, Spain. WATER RESEARCH 2024; 255:121463. [PMID: 38537489 DOI: 10.1016/j.watres.2024.121463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2023] [Revised: 02/28/2024] [Accepted: 03/12/2024] [Indexed: 04/24/2024]
Abstract
Wastewater-based epidemiology (WBE) has lately arised as a promising tool for monitoring and tracking viral pathogens in communities. In this study, we analysed WBE's role as a multi-pathogen surveillance strategy to detect the presence of several viral illness causative agents. Thus, an epidemiological study was conducted from October 2021 to February 2023 to estimate the weekly levels of Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2), Respiratory Syncytial virus (RSV), and Influenza A virus (IAV) in influent wastewater samples (n = 69). In parallel, a one-year study (October 2021 to October 2022) was performed to assess the presence of pathogenic human enteric viruses. Besides, monitoring of proposed viral fecal contamination indicators crAssphage and Pepper mild mottle virus (PMMoV) was also assessed, along with plaque counting of somatic coliphages. Genetic material of rotavirus (RV), human astrovirus (HAStV), and norovirus genogroup I (GI) and GII was found in almost all samples, while hepatitis A and E viruses (HAV and HEV) only tested positive in 3.77 % and 22.64 % of the samples, respectively. No seasonal patterns were overall found for enteric viruses, although RVs had a peak prevalence in the winter months. All samples tested positive for SARS-CoV-2 RNA, with a mean concentration of 5.43 log genome copies per liter (log GC/L). The tracking of the circulating SARS-CoV-2 variants of concern (VOCs) was performed by both duplex RT-qPCR and next generation sequencing (NGS). Both techniques reliably showed how the dominant VOC transitioned from Delta to Omicron during two weeks in Spain in December 2021. RSV and IAV viruses peaked in winter months with mean concentrations 6.40 and 4.10 log GC/L, respectively. Moreover, the three selected respiratory viruses strongly correlated with reported clinical data when normalised by wastewater physico-chemical parameters and presented weaker correlations when normalising sewage concentration levels with crAssphage or somatic coliphages titers. Finally, predictive models were generated for each respiratory virus, confirming high reliability on WBE data as an early-warning system and communities illness monitoring system. Overall, this study presents WBE as an optimal tool for multi-pathogen tracking reflecting viral circulation and diseases trends within a selected area, its value as a multi-pathogen early-warning tool stands out due to its public health interest.
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Affiliation(s)
- Inés Girón-Guzmán
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain
| | - Enric Cuevas-Ferrando
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain.
| | - Regino Barranquero
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain
| | - Azahara Díaz-Reolid
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain
| | - Pablo Puchades-Colera
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain
| | - Irene Falcó
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain; Department of Microbiology and Ecology, University of Valencia, Valencia, Spain
| | - Alba Pérez-Cataluña
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain
| | - Gloria Sánchez
- Institute of Agrochemistry and Food Technology, IATA-CSIC, Av. Agustín Escardino 7, Paterna, Valencia 46980, Spain.
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Kim GJ, Elnaggar JH, Varnado M, Feehan AK, Tauzier D, Rose R, Lamers SL, Sevalia M, Nicholas N, Gravois E, Fort D, Crabtree JS, Miele L. A bioinformatic analysis of T-cell epitope diversity in SARS-CoV-2 variants: association with COVID-19 clinical severity in the United States population. Front Immunol 2024; 15:1357731. [PMID: 38784379 PMCID: PMC11112498 DOI: 10.3389/fimmu.2024.1357731] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Accepted: 04/05/2024] [Indexed: 05/25/2024] Open
Abstract
Long-term immunity against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) requires the identification of T-cell epitopes affecting host immunogenicity. In this computational study, we explored the CD8+ epitope diversity estimated in 27 of the most common HLA-A and HLA-B alleles, representing most of the United States population. Analysis of 16 SARS-CoV-2 variants [B.1, Alpha (B.1.1.7), five Delta (AY.100, AY.25, AY.3, AY.3.1, AY.44), and nine Omicron (BA.1, BA.1.1, BA.2, BA.4, BA.5, BQ.1, BQ.1.1, XBB.1, XBB.1.5)] in analyzed MHC class I alleles revealed that SARS-CoV-2 CD8+ epitope conservation was estimated at 87.6%-96.5% in spike (S), 92.5%-99.6% in membrane (M), and 94.6%-99% in nucleocapsid (N). As the virus mutated, an increasing proportion of S epitopes experienced reduced predicted binding affinity: 70% of Omicron BQ.1-XBB.1.5 S epitopes experienced decreased predicted binding, as compared with ~3% and ~15% in the earlier strains Delta AY.100-AY.44 and Omicron BA.1-BA.5, respectively. Additionally, we identified several novel candidate HLA alleles that may be more susceptible to severe disease, notably HLA-A*32:01, HLA-A*26:01, and HLA-B*53:01, and relatively protected from disease, such as HLA-A*31:01, HLA-B*40:01, HLA-B*44:03, and HLA-B*57:01. Our findings support the hypothesis that viral genetic variation affecting CD8 T-cell epitope immunogenicity contributes to determining the clinical severity of acute COVID-19. Achieving long-term COVID-19 immunity will require an understanding of the relationship between T cells, SARS-CoV-2 variants, and host MHC class I genetics. This project is one of the first to explore the SARS-CoV-2 CD8+ epitope diversity that putatively impacts much of the United States population.
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Affiliation(s)
- Grace J. Kim
- Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, United States
- School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Jacob H. Elnaggar
- School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, United States
- Department of Microbiology, Immunology, and Parasitology, Lousiana State University Health Sciences Center (LSUHSC), New Orleans, LA, United States
| | - Mallory Varnado
- School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Amy K. Feehan
- Research and Development, Oschner Medical Center, New Orleans, LA, United States
| | - Darlene Tauzier
- Department of Pathology, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Rebecca Rose
- Research and Development, BioInfoExperts, LLC, Thibodaux, LA, United States
| | - Susanna L. Lamers
- Research and Development, BioInfoExperts, LLC, Thibodaux, LA, United States
| | - Maya Sevalia
- School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Najah Nicholas
- School of Medicine, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Elizabeth Gravois
- Department of Pathology, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Daniel Fort
- Research and Development, Oschner Medical Center, New Orleans, LA, United States
| | - Judy S. Crabtree
- Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, United States
| | - Lucio Miele
- Department of Genetics, Louisiana State University Health Sciences Center, New Orleans, LA, United States
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36
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Cao B, Wang X, Yin W, Gao Z, Xia B. The human microbiota is a beneficial reservoir for SARS-CoV-2 mutations. mBio 2024; 15:e0318723. [PMID: 38530031 PMCID: PMC11237538 DOI: 10.1128/mbio.03187-23] [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: 12/17/2023] [Accepted: 02/14/2024] [Indexed: 03/27/2024] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) mutations are rapidly emerging. In particular, beneficial mutations in the spike (S) protein, which can either make a person more infectious or enable immunological escape, are providing a significant obstacle to the prevention and treatment of pandemics. However, how the virus acquires a high number of beneficial mutations in a short time remains a mystery. We demonstrate here that variations of concern may be mutated due in part to the influence of the human microbiome. We searched the National Center for Biotechnology Information database for homologous fragments (HFs) after finding a mutation and the six neighboring amino acids in a viral mutation fragment. Among the approximate 8,000 HFs obtained, 61 mutations in S and other outer membrane proteins were found in bacteria, accounting for 62% of all mutation sources, which is 12-fold higher than the natural variable proportion. A significant proportion of these bacterial species-roughly 70%-come from the human microbiota, are mainly found in the lung or gut, and share a composition pattern with COVID-19 patients. Importantly, SARS-CoV-2 RNA-dependent RNA polymerase replicates corresponding bacterial mRNAs harboring mutations, producing chimeric RNAs. SARS-CoV-2 may collectively pick up mutations from the human microbiota that change the original virus's binding sites or antigenic determinants. Our study clarifies the evolving mutational mechanisms of SARS-CoV-2. IMPORTANCE Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) mutations are rapidly emerging, in particular advantageous mutations in the spike (S) protein, which either increase transmissibility or lead to immune escape and are posing a major challenge to pandemic prevention and treatment. However, how the virus acquires a high number of advantageous mutations in a short time remains a mystery. Here, we provide evidence that the human microbiota is a reservoir of advantageous mutations and aids mutational evolution and host adaptation of SARS-CoV-2. Our findings demonstrate a conceptual breakthrough on the mutational evolution mechanisms of SARS-CoV-2 for human adaptation. SARS-CoV-2 may grab advantageous mutations from the widely existing microorganisms in the host, which is undoubtedly an "efficient" manner. Our study might open a new perspective to understand the evolution of virus mutation, which has enormous implications for comprehending the trajectory of the COVID-19 pandemic.
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Affiliation(s)
- Birong Cao
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- Guangdong Guangya High School, Guangzhou, China
| | - Xiaoxi Wang
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Wanchao Yin
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China
| | - Zhaobing Gao
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
- Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Zhongshan, China
| | - Bingqing Xia
- State Key Laboratory of Drug Research, Shanghai Institute of Materia Medica, Chinese Academy of Sciences, Shanghai, China
- University of Chinese Academy of Sciences, Beijing, China
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Zhang X, Li S, Xue M. The potentiality of bacteria to drive SARS-CoV-2 mutation. mBio 2024; 15:e0053924. [PMID: 38591881 PMCID: PMC11077981 DOI: 10.1128/mbio.00539-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/10/2024] Open
Abstract
A recent study published in mBio by Cao et al. revealed the crucial roles of bacteria in benefitting SARS-CoV-2 mutations (B. Cao, X. Wang, W. Yin, Z. Gao, and B. Xia, mBio e3187-23, 2024, https://doi.org/10.1128/mbio.03187-23). Understanding the underlying mechanisms driving the evolution of SARS-CoV-2 is crucial for predicting the future trajectory of the COVID-19 pandemic and developing preventive and treatment strategies. This study provides important insights into the rapid and complex evolution of viruses facilitated by bacterial-virus interactions.
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Affiliation(s)
- Xiangyu Zhang
- Department of Cerebrovascular Diseases, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Shun Li
- Department of Immunology, School of Basic Medical Sciences, Chengdu Medical College, Chengdu, Sichuan, China
| | - Mengzhou Xue
- Department of Cerebrovascular Diseases, The Second Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
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Apostolopoulos V, Feehan J, Chavda VP. How do we change our approach to COVID with the changing face of disease? Expert Rev Anti Infect Ther 2024; 22:279-287. [PMID: 38642067 DOI: 10.1080/14787210.2024.2345881] [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: 02/14/2024] [Accepted: 04/17/2024] [Indexed: 04/22/2024]
Abstract
INTRODUCTION The emergence of SARS-CoV-2 triggered a global health emergency, causing > 7 million deaths thus far. Limited early knowledge spurred swift research, treatment, and vaccine developments. Implementation of public health measures such as, lockdowns and social distancing, disrupted economies and strained healthcare. Viral mutations highlighted the need for flexible strategies and strong public health infrastructure, with global collaboration crucial for pandemic control. AREAS COVERED (i) Revisiting diagnostic strategies, (ii) adapting to the evolving challenge of the virus, (iii) vaccines against new variants, (iv) vaccine hesitancy in the light of the evolving disease, (v) treatment strategies, (vi) hospital preparedness for changing clinical needs, (vii) global cooperation and data sharing, (viii) economic implications, and (ix) education and awareness- keeping communities informed. EXPERT OPINION The COVID-19 crisis forced unprecedented adaptation, emphasizing public health readiness, global unity, and scientific advancement. Key lessons highlight the importance of adaptability and resilience against uncertainties. As the pandemic evolves into a 'new normal,' ongoing vigilance, improved understanding, and available vaccines and treatments equip us for future challenges. Priorities now include proactive pandemic strategies, early warnings, supported healthcare, public education, and addressing societal disparities for better health resilience and sustainability.
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Affiliation(s)
- Vasso Apostolopoulos
- Institute for Health and Sport, Victoria University, Melbourne, Victoria, Australia
- Australian Institute for Musculoskeletal Science (AIMSS), Immunology Program, St Albans, Australia
| | - Jack Feehan
- Institute for Health and Sport, Victoria University, Melbourne, Victoria, Australia
- Australian Institute for Musculoskeletal Science (AIMSS), Immunology Program, St Albans, Australia
| | - Vivek P Chavda
- Department of Pharmaceutics and Pharmaceutical Technology, L.M. College of Pharmacy, Ahmedabad, Gujarat, India
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Jeong GU, Hwang I, Lee W, Choi JH, Yoon GY, Kim HS, Yang JS, Kim KC, Lee JY, Kim SJ, Kwon YC, Kim KD. Generation of a lethal mouse model expressing human ACE2 and TMPRSS2 for SARS-CoV-2 infection and pathogenesis. Exp Mol Med 2024; 56:1221-1229. [PMID: 38816566 PMCID: PMC11148094 DOI: 10.1038/s12276-024-01197-z] [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: 08/27/2023] [Revised: 12/18/2023] [Accepted: 12/26/2023] [Indexed: 06/01/2024] Open
Abstract
Mouse models expressing human ACE2 for coronavirus disease 2019 have been frequently used to understand its pathogenesis and develop therapeutic strategies against SARS-CoV-2. Given that human TMPRSS2 supports viral entry, replication, and pathogenesis, we established a double-transgenic mouse model expressing both human ACE2 and TMPRSS2 for SARS-CoV-2 infection. Co-overexpression of both genes increased viral infectivity in vitro and in vivo. Double-transgenic mice showed significant body weight loss, clinical disease symptoms, acute lung injury, lung inflammation, and lethality in response to viral infection, indicating that they were highly susceptible to SARS-CoV-2. Pretreatment with the TMPRSS2 inhibitor, nafamostat, effectively reduced virus-induced weight loss, viral replication, and mortality in the double-transgenic mice. Moreover, the susceptibility and differential pathogenesis of SARS-CoV-2 variants were demonstrated in this animal model. Together, our results demonstrate that double-transgenic mice could provide a highly susceptible mouse model for viral infection to understand SARS-CoV-2 pathogenesis and evaluate antiviral therapeutics against coronavirus disease 2019.
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Affiliation(s)
- Gi Uk Jeong
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
- Division of Infectious Diseases, Department of Pediatrics, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Insu Hwang
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
- Division of Vaccine Development Coordination, Center for Vaccine Research, National Institute of Infectious Diseases, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
| | - Wooseong Lee
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Ji Hyun Choi
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Gun Young Yoon
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Hae Soo Kim
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Jeong-Sun Yang
- Center for Emerging Virus Research, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
| | - Kyung-Chang Kim
- Center for Emerging Virus Research, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
| | - Joo-Yeon Lee
- Center for Emerging Virus Research, National Institute of Health, Korea Disease Control and Prevention Agency, Cheongju, Republic of Korea
| | - Seong-Jun Kim
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea
| | - Young-Chan Kwon
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea.
- Medical Chemistry and Pharmacology, University of Science and Technology (UST), Daejeon, Republic of Korea.
| | - Kyun-Do Kim
- Center for Infectious Disease Vaccine and Diagnosis Innovation (CEVI), Korea Research Institute of Chemical Technology, Daejeon, Republic of Korea.
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40
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Vigil K, D'Souza N, Bazner J, Cedraz FMA, Fisch S, Rose JB, Aw TG. Long-term monitoring of SARS-CoV-2 variants in wastewater using a coordinated workflow of droplet digital PCR and nanopore sequencing. WATER RESEARCH 2024; 254:121338. [PMID: 38430753 DOI: 10.1016/j.watres.2024.121338] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 02/12/2024] [Accepted: 02/17/2024] [Indexed: 03/05/2024]
Abstract
Quantitative polymerase chain reaction (PCR) and genome sequencing are important methods for wastewater surveillance of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The reverse transcription-droplet digital PCR (RT-ddPCR) is a highly sensitive method for quantifying SARS-CoV-2 RNA in wastewater samples to track the trends of viral activity levels but cannot identify new variants. It also takes time to develop new PCR-based assays targeting variants of interest. Whole genome sequencing (WGS) can be used to monitor known and new SARS-CoV-2 variants, but it is generally not quantitative. Several short-read sequencing techniques can be expensive and might experience delayed turnaround times when outsourced due to inadequate in-house resources. Recently, a portable nanopore sequencing system offers an affordable and real-time method for sequencing SARS-CoV-2 variants in wastewater. This technology has the potential to enable swift response to disease outbreaks without relying on clinical sequencing results. In addressing concerns related to rapid turnaround time and accurate variant analysis, both RT-ddPCR and nanopore sequencing methods were employed to monitor the emergence of SARS-CoV-2 variants in wastewater. This surveillance was conducted at 23 sewer maintenance hole sites and five wastewater treatment plants in Michigan from 2020 to 2022. In 2020, the wastewater samples were dominated by the parental variants (20A, 20C and 20 G), followed by 20I (Alpha, B.1.1.7) in early 2021 and the Delta variant of concern (VOC) in late 2021. For the year 2022, Omicron variants dominated. Nanopore sequencing has the potential to validate suspected variant cases that were initially undetermined by RT-ddPCR assays. The concordance rate between nanopore sequencing and RT-ddPCR assays in identifying SARS-CoV-2 variants to the clade-level was 76.9%. Notably, instances of disagreement between the two methods were most prominent in the identification of the parental and Omicron variants. We also showed that sequencing wastewater samples with SARS-CoV-2 N gene concentrations of >104 GC/100 ml as measured by RT-ddPCR improve genome recovery and coverage depth using MinION device. RT-ddPCR was better at detecting key spike protein mutations A67V, del69-70, K417N, L452R, N501Y, N679K, and R408S (p-value <0.05) as compared to nanopore sequencing. It is suggested that RT-ddPCR and nanopore sequencing should be coordinated in wastewater surveillance where RT-ddPCR can be used as a preliminary quantification method and nanopore sequencing as the confirmatory method for the detection of variants or identification of new variants. The RT-ddPCR and nanopore sequencing methods reported here can be adopted as a reliable in-house analysis of SARS-CoV-2 in wastewater for rapid community level surveillance and public health response.
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Affiliation(s)
- Katie Vigil
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States
| | - Nishita D'Souza
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States
| | - Julia Bazner
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States
| | - Fernanda Mac-Allister Cedraz
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States
| | - Samuel Fisch
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States
| | - Joan B Rose
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, United States
| | - Tiong Gim Aw
- Department of Environmental Health Sciences, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2100, New Orleans, LA 70112, United States.
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41
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Guo H, Ha S, Botten JW, Xu K, Zhang N, An Z, Strohl WR, Shiver JW, Fu TM. SARS-CoV-2 Omicron: Viral Evolution, Immune Evasion, and Alternative Durable Therapeutic Strategies. Viruses 2024; 16:697. [PMID: 38793580 PMCID: PMC11125895 DOI: 10.3390/v16050697] [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: 04/10/2024] [Revised: 04/22/2024] [Accepted: 04/24/2024] [Indexed: 05/26/2024] Open
Abstract
Since the SARS-CoV-2 Omicron virus has gained dominance worldwide, its continual evolution with unpredictable mutations and patterns has revoked all authorized immunotherapeutics. Rapid viral evolution has also necessitated several rounds of vaccine updates in order to provide adequate immune protection. It remains imperative to understand how Omicron evolves into different subvariants and causes immune escape as this could help reevaluate the current intervention strategies mostly implemented in the clinics as emergency measures to counter the pandemic and, importantly, develop new solutions. Here, we provide a review focusing on the major events of Omicron viral evolution, including the features of spike mutation that lead to immune evasion against monoclonal antibody (mAb) therapy and vaccination, and suggest alternative durable options such as the ACE2-based experimental therapies superior to mAbs to address this unprecedented evolution of Omicron virus. In addition, this type of unique ACE2-based virus-trapping molecules can counter all zoonotic SARS coronaviruses, either from unknown animal hosts or from established wild-life reservoirs of SARS-CoV-2, and even seasonal alpha coronavirus NL63 that depends on human ACE2 for infection.
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Affiliation(s)
- Hailong Guo
- IGM Biosciences, Mountain View, CA 94043, USA
| | - Sha Ha
- IGM Biosciences, Mountain View, CA 94043, USA
| | - Jason W. Botten
- Department of Medicine, Division of Pulmonary Disease and Critical Care Medicine, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT 05405, USA
- Department of Microbiology and Molecular Genetics, Robert Larner, M.D. College of Medicine, University of Vermont, Burlington, VT 05405, USA
| | - Kai Xu
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Ningyan Zhang
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Zhiqiang An
- Texas Therapeutics Institute, Brown Foundation Institute of Molecular Medicine, The University of Texas Health Science Center at Houston, Houston, TX 77030, USA
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Ray A, Minh Tran TT, Santos Natividade RD, Moreira RA, Simpson JD, Mohammed D, Koehler M, L Petitjean SJ, Zhang Q, Bureau F, Gillet L, Poma AB, Alsteens D. Single-Molecule Investigation of the Binding Interface Stability of SARS-CoV-2 Variants with ACE2. ACS NANOSCIENCE AU 2024; 4:136-145. [PMID: 38644967 PMCID: PMC11027127 DOI: 10.1021/acsnanoscienceau.3c00060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 04/23/2024]
Abstract
The SARS-CoV-2 pandemic spurred numerous research endeavors to comprehend the virus and mitigate its global severity. Understanding the binding interface between the virus and human receptors is pivotal to these efforts and paramount to curbing infection and transmission. Here we employ atomic force microscopy and steered molecular dynamics simulation to explore SARS-CoV-2 receptor binding domain (RBD) variants and angiotensin-converting enzyme 2 (ACE2), examining the impact of mutations at key residues upon binding affinity. Our results show that the Omicron and Delta variants possess strengthened binding affinity in comparison to the Mu variant. Further, using sera from individuals either vaccinated or with acquired immunity following Delta strain infection, we assess the impact of immunity upon variant RBD/ACE2 complex formation. Single-molecule force spectroscopy analysis suggests that vaccination before infection may provide stronger protection across variants. These results underscore the need to monitor antigenic changes in order to continue developing innovative and effective SARS-CoV-2 abrogation strategies.
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Affiliation(s)
- Ankita Ray
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Thu Thi Minh Tran
- Faculty
of Materials Science and Technology, University
of Science—VNU HCM, 227 Nguyen Van Cu Street, District 5, 700000 Ho Chi Minh City, Vietnam
- Vietnam
National University, 700000 Ho Chi Minh City, Vietnam
| | - Rita dos Santos Natividade
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Rodrigo A. Moreira
- Basque
Center for Applied Mathematics, Mazarredo 14, 48009 Bilbao, Spain
| | - Joshua D. Simpson
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Danahe Mohammed
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Melanie Koehler
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Simon J. L Petitjean
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Qingrong Zhang
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
| | - Fabrice Bureau
- Laboratory
of Cellular and Molecular Immunology, GIGA Institute, Liège University, 4000 Liège, Belgium
| | - Laurent Gillet
- Immunology-Vaccinology
Lab of the Faculty of Veterinary Medicine, Liège University, 4000 Liège, Belgium
| | - Adolfo B. Poma
- Institute
of Fundamental Technological Research, Polish Academy of Sciences, Pawińskiego 5B, 02-106 Warsaw, Poland
| | - David Alsteens
- Louvain
Institute of Biomolecular Science and Technology, Université catholique de Louvain, 1348 Louvain-la-Neuve, Belgium
- WELBIO
department, WEL Research Institute, 1300 Wavre, Belgium
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Reis AC, Pinto D, Monteiro S, Santos R, Martins JV, Sousa A, Páscoa R, Lourinho R, Cunha MV. Systematic SARS-CoV-2 S-gene sequencing in wastewater samples enables early lineage detection and uncovers rare mutations in Portugal. THE SCIENCE OF THE TOTAL ENVIRONMENT 2024; 921:170961. [PMID: 38367735 DOI: 10.1016/j.scitotenv.2024.170961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Revised: 12/23/2023] [Accepted: 02/11/2024] [Indexed: 02/19/2024]
Abstract
As the COVID-19 pandemic reached its peak, many countries implemented genomic surveillance systems to track the evolution and transmission of SARS-CoV-2. Transition from the pandemic to the endemic phase prioritized alternative testing strategies to maintain effective epidemic surveillance at the population level, with less intensive sequencing efforts. One such promising approach was Wastewater-Based Surveillance (WBS), which offers non-invasive, cost-effective means for analysing virus trends at the sewershed level. From 2020 onwards, wastewater has been recognized as an instrumental source of information for public health, with national and international authorities exploring options to implement national wastewater surveillance systems and increasingly relying on WBS as early warning of potential pathogen outbreaks. In Portugal, several pioneer projects joined the academia, water utilities and Public Administration around WBS. To validate WBS as an effective genomic surveillance strategy, it is crucial to collect long term performance data. In this work, we present one year of systematic SARS-CoV-2 wastewater surveillance in Portugal, representing 35 % of the mainland population. We employed two complementary methods for lineage determination - allelic discrimination by RT-PCR and S-gene sequencing. This combination allowed us to monitor variant evolution in near-real-time and identify low-frequency mutations. Over the course of this year-long study, spanning from May 2022 to April 2023, we successfully tracked the dominant Omicron sub-lineages, their progression and evolution, which aligned with concurrent clinical surveillance data. Our results underscore the effectiveness of WBS as a tracking system for virus variants, with the ability to unveil mutations undetected via massive sequencing of clinical samples from Portugal, demonstrating the ability of WBS to uncover new mutations and detect rare genetic variants. Our findings emphasize that knowledge of the genetic diversity of SARS-CoV-2 at the population level can be extended far beyond via the combination of routine clinical genomic surveillance with wastewater sequencing and genotyping.
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Affiliation(s)
- Ana C Reis
- Centre for Ecology, Evolution and Environmental Changes (cE3c), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Daniela Pinto
- Centre for Ecology, Evolution and Environmental Changes (cE3c), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal
| | - Sílvia Monteiro
- Laboratório de Análises, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal; CERIS - Civil Engineering Research and Innovation for Sustainability, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal; DECN - Department of Nuclear Sciences and Engineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| | - Ricardo Santos
- Laboratório de Análises, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal; CERIS - Civil Engineering Research and Innovation for Sustainability, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal; DECN - Department of Nuclear Sciences and Engineering, Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| | | | | | | | | | - Mónica V Cunha
- Centre for Ecology, Evolution and Environmental Changes (cE3c), CHANGE - Global Change and Sustainability Institute, Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal; Biosystems & Integrative Sciences Institute (BioISI), Faculdade de Ciências, Universidade de Lisboa, Lisboa, Portugal.
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Bu S, Royston L, Mabanga T, Berini CA, Tremblay C, Lebouché B, Cox J, Costiniuk CT, Durand M, Isnard S, Routy JP. Proteomics validate circulating GDF-15 as an independent biomarker for COVID-19 severity. Front Immunol 2024; 15:1377126. [PMID: 38686386 PMCID: PMC11057458 DOI: 10.3389/fimmu.2024.1377126] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2024] [Accepted: 03/25/2024] [Indexed: 05/02/2024] Open
Abstract
Introduction Growth differentiation factor 15 (GDF-15) was originally described as a stress-induced cytokine, and a biomarker of aging and cardiovascular diseases. We hypothesized that circulating GDF-15 would be associated with COVID-19 disease severity. Herein, we explored this hypothesis in a large cohort of COVID-19 patients. Methods Blood samples were collected from 926 COVID-19 adult patients and from 285 hospitalized controls from the Biobanque Québécoise de la COVID-19 (BQC19). COVID-19 severity was graded according to the WHO criteria. SOMAscan proteomics assay was performed on 50µL of plasma. ELISA were performed on 46 selected participants with left-over plasma to validate differences in plasma GDF-15 levels. Statistical analyses were conducted using GraphPad Prism 9.0 and SPSS. P values < 0.01 were considered significant. Results Proteomics showed that plasma GDF-15 levels were higher in COVID-19 patients compared to hospitalized controls. GDF-15 levels increased with COVID-19 severity. COVID-19 patients presenting with comorbidities including diabetes, cancer, chronic obstructive pulmonary disease (COPD) and cardiovascular disease had higher GDF-15 levels. ELISA revealed significant elevation of GDF-15 until 30 days after hospitalization. Plasma GDF-15 elevation was correlated with older age. Moreover, GDF-15 levels correlated with pro-inflammatory cytokine interleukin-6 (IL-6) and inflammation marker C-reactive protein (CRP) as well as soluble levels of its putative receptor CD48. No association was established between anti-SARS-CoV-2 IgG levels and plasma GDF-15 levels. Conclusions This study confirms GDF-15 as a biomarker for COVID-19 severity. Clinical evaluation of GDF-15 levels could assist identification of persons at high-risk of progressing to severe disease, thus improving patient care.
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Affiliation(s)
- Simeng Bu
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
| | - Léna Royston
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
- Division of Infectious Diseases, Geneva University Hospitals, Geneva, Switzerland
| | - Tsoarello Mabanga
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
| | - Carolina A. Berini
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
| | - Cécile Tremblay
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Bertrand Lebouché
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
| | - Joseph Cox
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
| | - Cecilia T. Costiniuk
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
| | - Madeleine Durand
- Département de Microbiologie, Infectiologie et Immunologie, Université de Montréal, Montréal, QC, Canada
- Département de Microbiologie, Infectiologie et Immunologie, Centre de Recherche du Centre Hospitalier de l’Université de Montréal, Montréal, QC, Canada
| | - Stephane Isnard
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
| | - Jean-Pierre Routy
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Chronic Viral Illness Service, McGill University Health Centre, Montreal, QC, Canada
- Division of Hematology, McGill University Health Centre, Montreal, QC, Canada
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45
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Berleant JD, Banal JL, Rao DK, Bathe M. Scalable search of massively pooled nucleic acid samples enabled by a molecular database query language. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.04.12.24305660. [PMID: 38699348 PMCID: PMC11064994 DOI: 10.1101/2024.04.12.24305660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2024]
Abstract
The surge in nucleic acid analytics requires scalable storage and retrieval systems akin to electronic databases used to organize digital data. Such a system could transform disease diagnosis, ecological preservation, and molecular surveillance of biothreats. Current storage systems use individual containers for nucleic acid samples, requiring single-sample retrieval that falls short compared with digital databases that allow complex and combinatorial data retrieval on aggregated data. Here, we leverage protective microcapsules with combinatorial DNA labeling that enables arbitrary retrieval on pooled biosamples analogous to Structured Query Languages. Ninety-six encapsulated pooled mock SARS-CoV-2 genomic samples barcoded with patient metadata are used to demonstrate queries with simultaneous matches to sample collection date ranges, locations, and patient health statuses, illustrating how such flexible queries can be used to yield immunological or epidemiological insights. The approach applies to any biosample database labeled with orthogonal barcodes, enabling complex post-hoc analysis, for example, to study global biothreat epidemiology.
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Affiliation(s)
- Joseph D. Berleant
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
| | - James L. Banal
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Present address: Cache DNA, Inc. 733 Industrial Rd., San Carlos, CA 94070 USA
| | | | - Mark Bathe
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA 02139 USA
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46
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Wagner C, Kistler KE, Perchetti GA, Baker N, Frisbie LA, Torres LM, Aragona F, Yun C, Figgins M, Greninger AL, Cox A, Oltean HN, Roychoudhury P, Bedford T. Positive selection underlies repeated knockout of ORF8 in SARS-CoV-2 evolution. Nat Commun 2024; 15:3207. [PMID: 38615031 PMCID: PMC11016114 DOI: 10.1038/s41467-024-47599-5] [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: 09/27/2023] [Accepted: 04/04/2024] [Indexed: 04/15/2024] Open
Abstract
Knockout of the ORF8 protein has repeatedly spread through the global viral population during SARS-CoV-2 evolution. Here we use both regional and global pathogen sequencing to explore the selection pressures underlying its loss. In Washington State, we identified transmission clusters with ORF8 knockout throughout SARS-CoV-2 evolution, not just on novel, high fitness viral backbones. Indeed, ORF8 is truncated more frequently and knockouts circulate for longer than for any other gene. Using a global phylogeny, we find evidence of positive selection to explain this phenomenon: nonsense mutations resulting in shortened protein products occur more frequently and are associated with faster clade growth rates than synonymous mutations in ORF8. Loss of ORF8 is also associated with reduced clinical severity, highlighting the diverse clinical impacts of SARS-CoV-2 evolution.
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Affiliation(s)
- Cassia Wagner
- Department of Genome Sciences, University of Washington, Seattle, WA, USA.
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA.
| | - Kathryn E Kistler
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Howard Hughes Medical Institute, Seattle, WA, USA
| | - Garrett A Perchetti
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Noah Baker
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | | | | | - Frank Aragona
- Washington State Department of Health, Shoreline, WA, USA
| | - Cory Yun
- Washington State Department of Health, Shoreline, WA, USA
| | - Marlin Figgins
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Applied Mathematics, University of Washington, Seattle, WA, USA
| | - Alexander L Greninger
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Alex Cox
- Washington State Department of Health, Shoreline, WA, USA
| | - Hanna N Oltean
- Washington State Department of Health, Shoreline, WA, USA
| | - Pavitra Roychoudhury
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Department of Laboratory Medicine and Pathology, University of Washington, Seattle, WA, USA
| | - Trevor Bedford
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, USA
- Howard Hughes Medical Institute, Seattle, WA, USA
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47
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Zama D, Zanaroli A, Corbelli A, Lo Vecchio A, Del Bene M, Colombini A, Compagno F, Barone A, Fontanili I, Rosaria D'Amico M, Papa MR, Petris MG, Calore E, Montalto S, Meneghello L, Brescia L, Mura R, La Spina M, Muggeo P, Rinieri S, Meazza C, Perruccio K, Cellini M, Spadea M, Mercolini F, Petroni V, De Santis R, Soncini E, Provenzi M, Giurici N, Ziino O, Tridello G, Cesaro S. SARS-CoV-2 Infection in the Pediatric Oncology Population: The Definitive Comprehensive Report of the Infectious Diseases Working Group of AIEOP. J Infect Dis 2024; 229:1050-1058. [PMID: 37962869 DOI: 10.1093/infdis/jiad496] [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: 06/06/2023] [Revised: 09/20/2023] [Accepted: 11/11/2023] [Indexed: 11/15/2023] Open
Abstract
OBJECTIVE The objective of this study was to assess the clinical impact and outcome of the SARS-CoV-2 infection on children with cancer or those who received a hematopoietic stem cell transplantation. METHODS AIEOP (Italian Association of Pediatric Hematology and Oncology) performed a nationwide multicenter observational cohort study, including consecutive patients between April 2020 and November 2022. RESULTS Twenty-five Italian centers participated and 455 patients were enrolled. We reported a significant increasing trend of symptomatic cases over the years, while the number of nonmild infections remained stable. Early infection after oncologic diagnosis (<60 days) and severe neutropenia were identified as independent risk factors for developing moderate, severe, or critical infections. The percentage of patients who were asymptomatic and mildly symptomatic and who stopped chemotherapy reduced over the years of the pandemic. Nine patients died, but no death was attributed to SARS-CoV-2 infection. CONCLUSIONS SARS-CoV-2 infection presented a self-limiting benign course in the Italian pediatric oncohematology population during the pandemic, and its main consequence has been the discontinuation of cancer-directed therapies. The rate of patients who were asymptomatic and stopped chemotherapy reduced over the years, suggesting that the continuation of chemotherapy is a feasible option.
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Affiliation(s)
- Daniele Zama
- Pediatric Emergency Unit, IRCCS Azienda Ospedaliero-Universitaria di Bologna
| | - Andrea Zanaroli
- Pediatric Oncology and Hematology Department, Istituto di Ricovero e Cura a Carattere Scientifico, Azienda Ospedaliero-Universitaria di Bologna
| | - Agnese Corbelli
- Pediatric Hematology and Oncology, Department of Mother and Child, Azienda Ospedaliera Universitaria Integrata, Verona
| | - Andrea Lo Vecchio
- Department of Translational Medical Sciences, Section of Pediatrics, University of Naples Federico II, Naples
| | - Margherita Del Bene
- Department of Translational Medical Sciences, Section of Pediatrics, University of Naples Federico II, Naples
| | - Antonella Colombini
- Antonella Colombini, Fondazione IRCCS, Ospedale San Gerardo dei Tintori, Monza
| | - Francesca Compagno
- Pediatric Hematology/Oncology Unit, Fondazione IRCCS Policlinico San Matteo, Pavia
| | - Angelica Barone
- Pediatric Onco-hematology Unit, Ospedale dei Bambini, Azienda Ospedaliero-Universitaria di Parma
| | - Ilaria Fontanili
- Pediatric Onco-hematology Unit, Ospedale dei Bambini, Azienda Ospedaliero-Universitaria di Parma
| | | | | | - Maria Grazia Petris
- Women's and Children's Health, Clinic of Pediatric Hemato-oncology, University of Padua
| | - Elisabetta Calore
- Pediatric Hematology, Oncology and Stem Cell Transplant Division, Department of Women's and Children's Health
- European Reference Network for Paediatric Transplantation Member for Hematopoietic Stem Cell Transplantation, University Hospital of Padova
| | - Shana Montalto
- Pediatric Infectious Diseases Unit, IRCCS Istituto Giannina Gaslini, Genoa
| | | | | | - Rosamaria Mura
- Pediatric Oncology Unit, Azienda Ospedaliera Brotzu, Cagliari
| | - Milena La Spina
- Pediatric Hematology and Oncology Unit, AOU Policlinico "Rodolico-San Marco," University of Catania
| | - Paola Muggeo
- Pediatric Oncology-Hematology Unit, Department of Pediatrics, Azienda Ospedaliero Universitaria Policlinico, Bari
| | - Simona Rinieri
- Pediatric Unit, Onco-hematology Day Hospital, Sant'Anna Hospital, Ferrara
| | - Cristina Meazza
- Pediatric Oncology Unit, Fondazione IRCCS Istituto Nazionale dei Tumori, Milano
| | - Katia Perruccio
- Pediatric Oncology-Hematology, Santa Maria della Misericordia Hospital, Perugia
| | - Monica Cellini
- Pediatric Oncology-Hematology Unit, Department of Mother and Child, Azienda Ospedaliero Universitaria Modena
| | - Manuela Spadea
- Department of Public Health and Pediatrics, University of Turin
- Pediatric Onco-hematology, Stem Cell Transplantation and Cellular Therapy Division, Regina Margherita Children's Hospital, Turin
| | - Federico Mercolini
- Pediatric Oncology and Hematology Department, Istituto di Ricovero e Cura a Carattere Scientifico, Azienda Ospedaliero-Universitaria di Bologna
- Pediatric Onco-hematology Unit, Department of Pediatrics, Hospital of Bolzano
| | - Valeria Petroni
- Division of Pediatric Hematology and Oncology, Ospedale G Salesi, Ancona
| | - Raffaella De Santis
- Hemato-oncology Unit, Department of Pediatrics, "Casa Sollievo Della Sofferenza" Hospital, San Giovanni Rotondo
| | - Elena Soncini
- Pediatric Oncohematology and Bone Marrow Transplant Unit, Children's Hospital, Spedali Civili, Brescia
| | | | - Nagua Giurici
- Pediatric Hematology-Oncology, Institute for Maternal and Child Health IRCCS "Burlo Garofolo,"Trieste
| | - Ottavio Ziino
- Department of Pediatric Hemato-oncology, ARNAS Ospedali Civico, G Di Cristina, Palermo, Italy
| | - Gloria Tridello
- Pediatric Hematology and Oncology, Department of Mother and Child, Azienda Ospedaliera Universitaria Integrata, Verona
| | - Simone Cesaro
- Pediatric Hematology and Oncology, Department of Mother and Child, Azienda Ospedaliera Universitaria Integrata, Verona
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48
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Angulo-Aguado M, Carrillo-Martinez JC, Contreras-Bravo NC, Morel A, Parra-Abaunza K, Usaquén W, Fonseca-Mendoza DJ, Ortega-Recalde O. Next-generation sequencing of host genetics risk factors associated with COVID-19 severity and long-COVID in Colombian population. Sci Rep 2024; 14:8497. [PMID: 38605121 PMCID: PMC11009356 DOI: 10.1038/s41598-024-57982-3] [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: 10/29/2023] [Accepted: 03/24/2024] [Indexed: 04/13/2024] Open
Abstract
Coronavirus disease 2019 (COVID-19) was considered a major public health burden worldwide. Multiple studies have shown that susceptibility to severe infections and the development of long-term symptoms is significantly influenced by viral and host factors. These findings have highlighted the potential of host genetic markers to identify high-risk individuals and develop target interventions to reduce morbimortality. Despite its importance, genetic host factors remain largely understudied in Latin-American populations. Using a case-control design and a custom next-generation sequencing (NGS) panel encompassing 81 genetic variants and 74 genes previously associated with COVID-19 severity and long-COVID, we analyzed 56 individuals with asymptomatic or mild COVID-19 and 56 severe and critical cases. In agreement with previous studies, our results support the association between several clinical variables, including male sex, obesity and common symptoms like cough and dyspnea, and severe COVID-19. Remarkably, thirteen genetic variants showed an association with COVID-19 severity. Among these variants, rs11385942 (p < 0.01; OR = 10.88; 95% CI = 1.36-86.51) located in the LZTFL1 gene, and rs35775079 (p = 0.02; OR = 8.53; 95% CI = 1.05-69.45) located in CCR3 showed the strongest associations. Various respiratory and systemic symptoms, along with the rs8178521 variant (p < 0.01; OR = 2.51; 95% CI = 1.27-4.94) in the IL10RB gene, were significantly associated with the presence of long-COVID. The results of the predictive model comparison showed that the mixed model, which incorporates genetic and non-genetic variables, outperforms clinical and genetic models. To our knowledge, this is the first study in Colombia and Latin-America proposing a predictive model for COVID-19 severity and long-COVID based on genomic analysis. Our study highlights the usefulness of genomic approaches to studying host genetic risk factors in specific populations. The methodology used allowed us to validate several genetic variants previously associated with COVID-19 severity and long-COVID. Finally, the integrated model illustrates the importance of considering genetic factors in precision medicine of infectious diseases.
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Affiliation(s)
- Mariana Angulo-Aguado
- School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, D.C, Colombia
| | - Juan Camilo Carrillo-Martinez
- School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, D.C, Colombia
| | - Nora Constanza Contreras-Bravo
- School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, D.C, Colombia
| | - Adrien Morel
- School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, D.C, Colombia
| | | | - William Usaquén
- Populations Genetics and Identification Group, Institute of Genetics, Universidad Nacional de Colombia, Bogotá, D.C, Colombia
| | - Dora Janeth Fonseca-Mendoza
- School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, D.C, Colombia
| | - Oscar Ortega-Recalde
- School of Medicine and Health Sciences, Center for Research in Genetics and Genomics (CIGGUR), Institute of Translational Medicine (IMT), Universidad Del Rosario, Bogotá, D.C, Colombia.
- Departamento de Morfología, Facultad de Medicina e Instituto de Genética, Universidad Nacional de Colombia, Bogotá, D.C, Colombia.
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49
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Elste J, Cast N, Udawatte S, Adhikari K, Payen SH, Verma SC, Shukla D, Swanson-Mungerson M, Tiwari V. Co-Expression of Niemann-Pick Type C1-Like1 (NPC1L1) with ACE2 Receptor Synergistically Enhances SARS-CoV-2 Entry and Fusion. Biomedicines 2024; 12:821. [PMID: 38672177 PMCID: PMC11048565 DOI: 10.3390/biomedicines12040821] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 03/20/2024] [Accepted: 04/02/2024] [Indexed: 04/28/2024] Open
Abstract
The entry of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) into human embryonic kidney (HEK293T) cells has been shown to be a cholesterol-rich, lipid raft-dependent process. In this study, we investigated if the presence of a cholesterol uptake receptor Niemann-pick type c1-like1 (NPC1L1) impacts SARS-CoV-2 cell entry. Initially, we utilized reporter-based pseudovirus cell entry assays and a spike (S) glycoprotein-mediated cell-to-cell fusion assay. Using Chinese hamster ovary (CHO-K1) cells, which lack endogenous receptors for SARS-CoV-2 entry, our data showed that the co-expression of NPC1L1 together with the ACE2 receptor synergistically increased SARS-CoV-2 pseudovirus entry even more than the cells expressing ACE-2 receptor alone. Similar results were also found with the HEK293T cells endogenously expressing the ACE2 receptor. Co-cultures of effector cells expressing S glycoprotein together with target cells co-expressing ACE-2 receptor with NPC1L1 significantly promoted quantitative cell-to-cell fusion, including syncytia formation. Finally, we substantiated that an elevated expression of NPC1L1 enhanced entry, whereas the depletion of NPC1L1 resulted in a diminished SARS-CoV-2 entry in HEK293T-ACE2 cells using authentic SARS-CoV-2 virus in contrast to their respective control cells. Collectively, these findings underscore the pivotal role of NPC1L1 in facilitating the cellular entry of SARS-CoV-2. Importance: Niemann-Pick type C1-like1 (NPC1L1) is an endosomal membrane protein that regulates intracellular cholesterol trafficking. This protein has been demonstrated to play a crucial role in the life cycle of several clinically important viruses. Although SARS-CoV-2 exploits cholesterol-rich lipid rafts as part of its viral entry process, the role of NPC1L1 in SARS-CoV-2 entry remains unclear. Our research represents the first-ever demonstration of NPC1L1's involvement in facilitating SARS-CoV-2 entry. The observed role of NPC1L1 in human kidney cells is not only highly intriguing but also quite relevant. This relevance stems from the fact that NPC1L1 exhibits high expression levels in several organs, including the kidneys, and the fact that kidney damages are reported during severe cases of SARS-CoV-2. These findings may help us understand the new functions and mechanisms of NPC1L1 and could contribute to the identification of new antiviral targets.
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Affiliation(s)
- James Elste
- Department of Microbiology and Immunology, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (N.C.); (M.S.-M.)
| | - Nicole Cast
- Department of Microbiology and Immunology, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (N.C.); (M.S.-M.)
| | - Shalini Udawatte
- School of Chemistry & Biochemistry, Georgia Institute of Technology, North Ave NW, Atlanta, GA 30332, USA;
| | - Kabita Adhikari
- Department of Microbiology & Immunology, University of Reno, Reno, NV 89557, USA; (K.A.); (S.H.P.); (S.C.V.)
| | - Shannon Harger Payen
- Department of Microbiology & Immunology, University of Reno, Reno, NV 89557, USA; (K.A.); (S.H.P.); (S.C.V.)
| | - Subhash C. Verma
- Department of Microbiology & Immunology, University of Reno, Reno, NV 89557, USA; (K.A.); (S.H.P.); (S.C.V.)
| | - Deepak Shukla
- Department of Microbiology and Immunology, University of Illinois, Chicago, IL 60612, USA;
| | - Michelle Swanson-Mungerson
- Department of Microbiology and Immunology, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (N.C.); (M.S.-M.)
| | - Vaibhav Tiwari
- Department of Microbiology and Immunology, Midwestern University, Downers Grove, IL 60515, USA; (J.E.); (N.C.); (M.S.-M.)
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50
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Pegg CL, Modhiran N, Parry RH, Liang B, Amarilla AA, Khromykh AA, Burr L, Young PR, Chappell K, Schulz BL, Watterson D. The role of N-glycosylation in spike antigenicity for the SARS-CoV-2 gamma variant. Glycobiology 2024; 34:cwad097. [PMID: 38048640 PMCID: PMC10969516 DOI: 10.1093/glycob/cwad097] [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: 06/28/2023] [Revised: 11/10/2023] [Accepted: 11/28/2023] [Indexed: 12/06/2023] Open
Abstract
The emergence of SARS-CoV-2 variants alters the efficacy of existing immunity towards the viral spike protein, whether acquired from infection or vaccination. Mutations that impact N-glycosylation of spike may be particularly important in influencing antigenicity, but their consequences are difficult to predict. Here, we compare the glycosylation profiles and antigenicity of recombinant viral spike of ancestral Wu-1 and the Gamma strain, which has two additional N-glycosylation sites due to amino acid substitutions in the N-terminal domain (NTD). We found that a mutation at residue 20 from threonine to asparagine within the NTD caused the loss of NTD-specific antibody COVA2-17 binding. Glycan site-occupancy analyses revealed that the mutation resulted in N-glycosylation switching to the new sequon at N20 from the native N17 site. Site-specific glycosylation profiles demonstrated distinct glycoform differences between Wu-1, Gamma, and selected NTD variant spike proteins, but these did not affect antibody binding. Finally, we evaluated the specificity of spike proteins against convalescent COVID-19 sera and found reduced cross-reactivity against some mutants, but not Gamma spike compared to Wuhan spike. Our results illustrate the impact of viral divergence on spike glycosylation and SARS-CoV-2 antibody binding profiles.
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Affiliation(s)
- Cassandra L Pegg
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
| | - Naphak Modhiran
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Institute for Bioengineering and Nanotechnology, Building 75, Corner College Road and Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
| | - Rhys H Parry
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
| | - Benjamin Liang
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
| | - Alberto A Amarilla
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
| | - Alexander A Khromykh
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Infectious Disease Research Centre, Global Virus Network Centre of Excellence, Brisbane, Queensland 4072 and 4006, Australia
| | - Lucy Burr
- Department of Respiratory Medicine, Mater Health Services, Raymond Terrace, South Brisbane, Queensland 4101, Australia
| | - Paul R Young
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Institute for Bioengineering and Nanotechnology, Building 75, Corner College Road and Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Infectious Disease Research Centre, Global Virus Network Centre of Excellence, Brisbane, Queensland 4072 and 4006, Australia
| | - Keith Chappell
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Institute for Bioengineering and Nanotechnology, Building 75, Corner College Road and Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Infectious Disease Research Centre, Global Virus Network Centre of Excellence, Brisbane, Queensland 4072 and 4006, Australia
| | - Benjamin L Schulz
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Infectious Disease Research Centre, Global Virus Network Centre of Excellence, Brisbane, Queensland 4072 and 4006, Australia
| | - Daniel Watterson
- School of Chemistry and Molecular Bioscience, Chemistry Building 68, Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Institute for Bioengineering and Nanotechnology, Building 75, Corner College Road and Cooper Road, University of Queensland, St Lucia, Queensland 4072, Australia
- Australian Infectious Disease Research Centre, Global Virus Network Centre of Excellence, Brisbane, Queensland 4072 and 4006, Australia
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