1
|
Fonseca PLC, Malta FSV, Braga-Paz I, do Prado Silva J, de Souza CSA, de Aguiar RS, Zauli DAG, de Souza RP. SARS-CoV-2 reinfection rate before and after VOC Omicron emergence: a retrospective study in Brazil. Braz J Microbiol 2024:10.1007/s42770-024-01467-y. [PMID: 39048913 DOI: 10.1007/s42770-024-01467-y] [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: 03/07/2024] [Accepted: 07/15/2024] [Indexed: 07/27/2024] Open
Abstract
SARS-COV-2 reinfection has been reported worldwide, although its rate remains unclear. VOC Omicron's emergence and its sub-variants led to an unprecedented number of COVID-19 cases in several countries, raising concerns regarding reinfection rates. 324,979 RT-qPCR-confirmed positive cases (72.57% from Minas Gerais State) diagnosed between April 1, 2020, and August 31, 2022, at the Hermes Pardini, Grupo Fleury (Brazil) were used to estimate the reinfection rate. Instances of reinfection were characterized by two positive tests occurring with a minimum interval of 60 days. We identified 11,669 cases of reinfection. The states of Minas Gerais, São Paulo, Rio de Janeiro and Goiás represented almost 41% of the reinfections. Up until epidemiological week 46 of 2020, only 14 cases of reinfection were recorded. The majority of reinfections, totalling 6,316 cases, were detected during the circulation period of the Omicron and its sublineages BA.1 and BA.2. Another 4,273 reinfections occurred during the circulation period of sublineages BA.4 and BA.5, revealing two distinct groups of observations. The first group comprised cases of reinfection with a shorter time interval (two infections within a period of up to 200 days), while the second group was associated with a longer time interval (two infections within a period of more than 500 days). The reinfection rate during this period was nearly 8%, which is six times higher than the rate observed at the beginning of the study. In conclusion, our study underscores the dynamic nature of SARS-CoV-2 reinfections and their correlation with emerging variants such as Omicron.
Collapse
Affiliation(s)
- Paula Luize Camargos Fonseca
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | | | - Isabela Braga-Paz
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Joice do Prado Silva
- Departamento de Pesquisa & Desenvolvimento, Hermes Pardini/Grupo Fleury, Belo Horizonte, Brazil
| | - Carolina Senra Alves de Souza
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Pan American Health Organization-PAHO, Brasilia, Brazil
| | - Renato Santana de Aguiar
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
- Instituto D'OR de Pesquisa e Ensino, Rio de Janeiro, Brazil
| | - Danielle A G Zauli
- Departamento de Pesquisa & Desenvolvimento, Hermes Pardini/Grupo Fleury, Belo Horizonte, Brazil
| | - Renan Pedra de Souza
- Laboratório de Biologia Integrativa, Departamento de Genética, Ecologia e Evolução, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil.
| |
Collapse
|
2
|
Götz V, Mathé P, Agarwal P, Hornuss D, Pfau S, Panning M, Prager E, Voll RE, Engelhardt M, Frye BC, Bamberg F, Fuchs J, Müller M, Wagner D, Rieg S. Clinical phenotype and outcome of persistent SARS-CoV-2 replication in immunocompromised hosts: a retrospective observational study in the Omicron era. Infection 2024; 52:923-933. [PMID: 38095753 PMCID: PMC11142974 DOI: 10.1007/s15010-023-02138-0] [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: 08/15/2023] [Accepted: 11/10/2023] [Indexed: 06/02/2024]
Abstract
PURPOSE This study aims to describe clinical, virological and radiological characteristics as well as treatment strategies and outcomes of immunocompromised patients with persistent SARS-CoV-2 replication. METHODS We performed a retrospective cohort study of immunocompromised patients at the University Medical Center Freiburg between 01/2022 and 05/2023. Patients with substantial immunosuppression and persistent SARS-CoV-2 detection (Ct-value < 30 after 14 days) were included. RESULTS 36 patients in our cohort reported mainly fever, dyspnoea or continuous cough. Viral load was significantly higher in concurrent samples taken from the lower respiratory tract (Ct-value = 26) than from the upper respiratory tract (Ct-value = 34). Time of detectable viral RNA after start of antiviral treatment was shorter in patients receiving two antivirals (median 15 days vs. 31 days with one antiviral agent). Short-course antiviral therapy (≤ 5 days) was less efficient in reduction of symptoms and viral load than prolonged therapy > 10 days. In 30% (8/27) of patients with repeated CT scans, we found the emergence of chronic pulmonary changes, which were more frequently in patients with B cell depletion (37%, 7/19) compared to patients with organ transplantation (12%, 2/17). CONCLUSION Ongoing SARS-CoV-2 replication in the lower respiratory tract is a relevant differential diagnosis in patients with severe immunosuppression and continuous cough, fever or dyspnoea even if nasopharyngeal swabs test negative for SARS-CoV-2. Especially in B cell-depleted patients, this may lead to inflammatory or fibrotic-like pulmonary changes, which are partially reversible after inhibition of viral replication. Antiviral therapy seems to be most effective in combination and over a prolonged period of time of > 10 days. TRIAL REGISTRATION NUMBER DRKS 00027299.
Collapse
Affiliation(s)
- Veronika Götz
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany.
| | - Philipp Mathé
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany.
| | - Prerana Agarwal
- Faculty of Medicine, Department of Radiology, Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Daniel Hornuss
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany
| | - Stefanie Pfau
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany
| | - Marcus Panning
- Faculty of Medicine, Institute of Virology, Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Eric Prager
- Faculty of Medicine, Department of Nephrology, University Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Reinhard E Voll
- Faculty of Medicine, Department of Rheumatology and Clinical Immunology, Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Monika Engelhardt
- Faculty of Medicine, Department of Internal Medicine I, Hematology, Oncology and Stem Cell Transplantation, University Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Björn C Frye
- Faculty of Medicine, Department of Pneumology, Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Fabian Bamberg
- Faculty of Medicine, Department of Radiology, Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Jonas Fuchs
- Faculty of Medicine, Institute of Virology, Medical Center, University of Freiburg, 79106, Freiburg, Germany
| | - Matthias Müller
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany
- Department of Infection Medicine, Medical Service Centre Clotten, 79106, Freiburg, Germany
| | - Dirk Wagner
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany
| | - Siegbert Rieg
- Faculty of Medicine, Division of Infectious Diseases, Department of Medicine II, Medical Center, University of Freiburg, Hugstetter Str. 55, 79106, Freiburg, Germany
| |
Collapse
|
3
|
Sobel Leonard A, Mendoza L, McFarland AG, Marques AD, Everett JK, Moncla L, Bushman FD, Odom John AR, Hensley SE. Within-host influenza viral diversity in the pediatric population as a function of age, vaccine, and health status. Virus Evol 2024; 10:veae034. [PMID: 38859985 PMCID: PMC11163376 DOI: 10.1093/ve/veae034] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/23/2024] [Accepted: 04/22/2024] [Indexed: 06/12/2024] Open
Abstract
Seasonal influenza virus predominantly evolves through antigenic drift, marked by the accumulation of mutations at antigenic sites. Because of antigenic drift, influenza vaccines are frequently updated, though their efficacy may still be limited due to strain mismatches. Despite the high levels of viral diversity observed across populations, most human studies reveal limited intrahost diversity, leaving the origin of population-level viral diversity unclear. Previous studies show host characteristics, such as immunity, might affect within-host viral evolution. Here we investigate influenza A viral diversity in children aged between 6 months and 18 years. Influenza virus evolution in children is less well characterized than in adults, yet may be associated with higher levels of viral diversity given the lower level of pre-existing immunity and longer durations of infection in children. We obtained influenza isolates from banked influenza A-positive nasopharyngeal swabs collected at the Children's Hospital of Philadelphia during the 2017-18 influenza season. Using next-generation sequencing, we evaluated the population of influenza viruses present in each sample. We characterized within-host viral diversity using the number and frequency of intrahost single-nucleotide variants (iSNVs) detected in each sample. We related viral diversity to clinical metadata, including subjects' age, vaccination status, and comorbid conditions, as well as sample metadata such as virus strain and cycle threshold. Consistent with previous studies, most samples contained low levels of diversity with no clear association between the subjects' age, vaccine status, or health status. Further, there was no enrichment of iSNVs near known antigenic sites. Taken together, these findings are consistent with previous observations that the majority of intrahost influenza virus infection is characterized by low viral diversity without evidence of diversifying selection.
Collapse
Affiliation(s)
- Ashley Sobel Leonard
- Division of Infectious Diseases, Children’s Hospital of Philadelphia, 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Lydia Mendoza
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Alexander G McFarland
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Andrew D Marques
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - John K Everett
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Louise Moncla
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, 3800 Spruce St., Philadelphia, PA 19104, USA
| | - Frederic D Bushman
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Audrey R Odom John
- Division of Infectious Diseases, Children’s Hospital of Philadelphia, 3401 Civic Center Blvd., Philadelphia, PA 19104, USA
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, 3800 Spruce St., Philadelphia, PA 19104, USA
- Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| | - Scott E Hensley
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, 3400 Civic Center Blvd., Philadelphia, PA 19104, USA
| |
Collapse
|
4
|
Sarkar A, Ghosh TA, Bandyopadhyay B, Maiti S, Panja AS. Prediction of Prospective Mutational Landscape of SARS-CoV-2 Spike ssRNA and Evolutionary Basis of Its Host Interaction. Mol Biotechnol 2024:10.1007/s12033-024-01146-1. [PMID: 38619800 DOI: 10.1007/s12033-024-01146-1] [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: 01/23/2024] [Accepted: 03/14/2024] [Indexed: 04/16/2024]
Abstract
Booster doses are crucial against severe COVID-19, as rapid virus mutations and variant emergence prolong the pandemic crisis. The virus's quick evolution, short generation-time, and adaptive changes impact virulence and evolvability, helping predictions about variant of concerns' (VOCs') landscapes. Here, in this study, we used a new computational algorithm, to predict the mutational pattern in SARS-CoV-2 ssRNA, proteomics, structural identification, mutation stability, and functional correlation, as well as immune escape mechanisms. Interestingly, the sequence diversity of SARS Coronavirus-2 has demonstrated a predominance of G- > A and C- > U substitutions. The best validation statistics are explored here in seven homologous models of the expected mutant SARS-CoV-2 spike ssRNA and employed for hACE2 and IgG interactions. The interactome profile of SARS-CoV-2 spike with hACE2 and IgG revealed a strong correlation between phylogeny and divergence time. The systematic adaptation of SARS-CoV-2 spike ssRNA influences infectivity and immune escape. Data suggest higher propensity of Adenine rich sequence promotes MHC system avoidance, preferred by A-rich codons. Phylogenetic data revealed the evolution of SARS-CoV-2 lineages' epidemiology. Our findings may unveil processes governing the genesis of immune-resistant variants, prompting a critical reassessment of the coronavirus mutation rate and exploration of hypotheses beyond mechanical aspects.
Collapse
Affiliation(s)
- Aniket Sarkar
- Post Graduate Department of Biotechnology, Oriental Institute of Science and Technology, Vidyasagar University, Midnapore, West Bengal, 721102, India
| | - Trijit Arka Ghosh
- Department of Computer Application, Burdwan Institute of Management and Computer Science, The University of Burdwan, Dewandighi, Burdwan, West Bengal, 713102, India
| | - Bidyut Bandyopadhyay
- Post Graduate Department of Biotechnology, Oriental Institute of Science and Technology, Vidyasagar University, Midnapore, West Bengal, 721102, India
| | - Smarajit Maiti
- Department of Medical Laboratory Technology, Haldia Institute of Health Sciences, ICARE Complex, Haldia, West Bengal, 721657, India
| | - Anindya Sundar Panja
- Post Graduate Department of Biotechnology, Molecular Informatics Laboratory, Oriental Institute of Science and Technology, Vidyasagar University, Midnapore, West Bengal, 721102, India.
| |
Collapse
|
5
|
Manuto L, Bado M, Cola M, Vanzo E, Antonello M, Mazzotti G, Pacenti M, Cordioli G, Sasset L, Cattelan AM, Toppo S, Lavezzo E. Immune System Deficiencies Do Not Alter SARS-CoV-2 Evolutionary Rate but Favour the Emergence of Mutations by Extending Viral Persistence. Viruses 2024; 16:447. [PMID: 38543811 PMCID: PMC10974344 DOI: 10.3390/v16030447] [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: 02/19/2024] [Revised: 03/08/2024] [Accepted: 03/11/2024] [Indexed: 05/23/2024] Open
Abstract
During the COVID-19 pandemic, immunosuppressed patients showed prolonged SARS-CoV-2 infections, with several studies reporting the accumulation of mutations in the viral genome. The weakened immune system present in these individuals, along with the effect of antiviral therapies, are thought to create a favourable environment for intra-host viral evolution and have been linked to the emergence of new viral variants which strongly challenged containment measures and some therapeutic treatments. To assess whether impaired immunity could lead to the increased instability of viral genomes, longitudinal nasopharyngeal swabs were collected from eight immunocompromised patients and fourteen non-immunocompromised subjects, all undergoing SARS-CoV-2 infection. Intra-host viral evolution was compared between the two groups through deep sequencing, exploiting a probe-based enrichment method to minimise the possibility of artefactual mutations commonly generated in amplicon-based methods, which heavily rely on PCR amplification. Although, as expected, immunocompromised patients experienced significantly longer infections, the acquisition of novel intra-host viral mutations was similar between the two groups. Moreover, a thorough analysis of viral quasispecies showed that the variability of viral populations in the two groups is comparable not only at the consensus level, but also when considering low-frequency mutations. This study suggests that a compromised immune system alone does not affect SARS-CoV-2 within-host genomic variability.
Collapse
Affiliation(s)
- Laura Manuto
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Martina Bado
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Marco Cola
- Department of Medicine, DIMED, University of Padova, 35128 Padova, Italy;
| | - Elena Vanzo
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Maria Antonello
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Giorgia Mazzotti
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Monia Pacenti
- Unit of Microbiology and Virology, University Hospital of Padova, 35128 Padova, Italy;
| | - Giampaolo Cordioli
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Lolita Sasset
- Unit of Infectious Diseases, University Hospital of Padova, 35128 Padova, Italy;
| | - Anna Maria Cattelan
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
- Unit of Infectious Diseases, University Hospital of Padova, 35128 Padova, Italy;
| | - Stefano Toppo
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| | - Enrico Lavezzo
- Department of Molecular Medicine, DMM, University of Padova, 35121 Padova, Italy; (L.M.); (M.B.); (E.V.); (M.A.); (G.M.); (G.C.); (A.M.C.)
| |
Collapse
|
6
|
Lv JX, Liu X, Pei YY, Song ZG, Chen X, Hu SJ, She JL, Liu Y, Chen YM, Zhang YZ. Evolutionary trajectory of diverse SARS-CoV-2 variants at the beginning of COVID-19 outbreak. Virus Evol 2024; 10:veae020. [PMID: 38562953 PMCID: PMC10984623 DOI: 10.1093/ve/veae020] [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: 09/01/2023] [Revised: 01/24/2024] [Accepted: 02/29/2024] [Indexed: 04/04/2024] Open
Abstract
Despite extensive scientific efforts directed toward the evolutionary trajectory of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in humans at the beginning of the COVID-19 epidemic, it remains unclear how the virus jumped into and evolved in humans so far. Herein, we recruited almost all adult coronavirus disease 2019 (COVID-19) cases appeared locally or imported from abroad during the first 8 months of the outbreak in Shanghai. From these patients, SARS-CoV-2 genomes occupying the important phylogenetic positions in the virus phylogeny were recovered. Phylogenetic and mutational landscape analyses of viral genomes recovered here and those collected in and outside of China revealed that all known SARS-CoV-2 variants exhibited the evolutionary continuity despite the co-circulation of multiple lineages during the early period of the epidemic. Various mutations have driven the rapid SARS-CoV-2 diversification, and some of them favor its better adaptation and circulation in humans, which may have determined the waxing and waning of various lineages.
Collapse
Affiliation(s)
- Jia-Xin Lv
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
| | - Xiang Liu
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
| | - Yuan-Yuan Pei
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
- Shanghai Public Health Clinical Center, No. 2901 Canglang Road, Jinshan District, Shanghai 210508, China
| | - Zhi-Gang Song
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
- Shanghai Public Health Clinical Center, No. 2901 Canglang Road, Jinshan District, Shanghai 210508, China
| | - Xiao Chen
- College of Marine Sciences, South China Agricultural University, No. 483 Wushan Road, Tianhe District, Guangzhou, Guangdong 510642, China
| | - Shu-Jian Hu
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
| | - Jia-Lei She
- Shanghai Public Health Clinical Center, No. 2901 Canglang Road, Jinshan District, Shanghai 210508, China
| | - Yi Liu
- Shanghai Public Health Clinical Center, No. 2901 Canglang Road, Jinshan District, Shanghai 210508, China
| | - Yan-Mei Chen
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
| | - Yong-Zhen Zhang
- State Key Laboratory of Genetic Engineering, Greater Bay Area Institute of Precision Medicine (Guangzhou), School of Life Sciences and Human Phenome Institute, Fudan University, No. 2005 Songhu Road, Yangpu District, Shanghai 200438, China
| |
Collapse
|
7
|
Zhang D, Wanat KA, Perelygina L, Rosenbach M, Haun PL, Drolet BA, Shields BE. Cutaneous granulomas associated with rubella virus: A clinical review. J Am Acad Dermatol 2024; 90:111-121. [PMID: 37271455 DOI: 10.1016/j.jaad.2023.05.058] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 05/22/2023] [Accepted: 05/25/2023] [Indexed: 06/06/2023]
Abstract
Since the initial identification of vaccine-derived rubella virus (RuV) in the cutaneous granulomas of pediatric patients with inborn errors of immunity in 2014, more than 80 cases of RuV granulomas have been reported implicating both vaccine-derived and wild type RuV. Previously thought to arise exclusively in patients with significant immunocompromise, the identification of RuV granulomas in clinically immunocompetent patients adds nuance to our understanding of the interplay between host environment, immune dysregulation, and RuV granuloma formation. This review summarizes the literature on RuV granulomas including clinical and histopathologic features, proposed pathomechanisms supporting granuloma development, and potential therapeutic options. There is no standardized algorithm to guide the workup and diagnosis of suspected RuV granulomas. We highlight the importance of contributing RuV granuloma cases to ongoing Centers for Disease Control and Prevention surveillance efforts to monitor wild type and vaccine-derived RuV transmission. Studies advancing our understanding of RuV granulomas may provide insights into the role of viral infectious agents in granulomatous disease pathogenesis and guide the development of improved therapeutic options.
Collapse
Affiliation(s)
- Donglin Zhang
- Department of Dermatology, University of Wisconsin School of Medicine, Madison, Wisconsin
| | - Karolyn A Wanat
- Department of Dermatology and Pathology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - Ludmila Perelygina
- Division of Viral Diseases, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Misha Rosenbach
- Department of Dermatology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Paul L Haun
- Department of Dermatology, Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Beth A Drolet
- Department of Dermatology, University of Wisconsin School of Medicine, Madison, Wisconsin
| | - Bridget E Shields
- Department of Dermatology, University of Wisconsin School of Medicine, Madison, Wisconsin.
| |
Collapse
|
8
|
Mattiuz G, Di Giorgio S, Conticello SG. An elusive debate on the evidence for RNA editing in SARS-CoV-2. RNA Biol 2024; 21:1-2. [PMID: 38426405 PMCID: PMC10913694 DOI: 10.1080/15476286.2024.2321032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2024] [Indexed: 03/02/2024] Open
Affiliation(s)
- Giorgio Mattiuz
- Department of Experimental and Clinical Medicine, University of Florence, Firenze, Italy
| | - Salvatore Di Giorgio
- German Cancer Research Center (DKFZ) - Division of Immune Diversity, Foundation under Public Law, Heidelberg, Germany
| | - Silvestro G. Conticello
- Core Research Laboratory, ISPRO, Firenze, Italy
- Institute of Clinical Physiology, National Research Council, Pisa, Italy
| |
Collapse
|
9
|
Petcharat S, Supataragul A, Hirunpatrawong P, Torvorapanit P, Klungthong C, Chinnawirotpisan P, Ninwattana S, Thippamom N, Paitoonpong L, Suwanpimolkul G, Jantarabenjakul W, Buathong R, Joonlasak K, Manasatienkij W, Rattanatumhi K, Chantasrisawad N, Chumpa N, Cotrone TS, Fernandez S, Sriswasdi S, Wacharapluesadee S, Putcharoen O. High Transmission Rates of Early Omicron Subvariant BA.2 in Bangkok, Thailand. Adv Virol 2023; 2023:4940767. [PMID: 38094619 PMCID: PMC10719011 DOI: 10.1155/2023/4940767] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2023] [Revised: 10/01/2023] [Accepted: 11/24/2023] [Indexed: 02/01/2024] Open
Abstract
The emergence of Omicron as the fifth variant of concern within the SARS-CoV-2 pandemic in late 2021, characterized by its rapid transmission and distinct spike gene mutations, underscored the pressing need for cost-effective and efficient methods to detect viral variants, especially given their evolving nature. This study sought to address this need by assessing the effectiveness of two SARS-CoV-2 variant classification platforms based on RT-PCR and mass spectrometry. The primary aim was to differentiate between Delta, Omicron BA.1, and Omicron BA.2 variants using 618 COVID-19-positive samples collected from Bangkok patients between November 2011 and March 2022. The analysis revealed that both BA.1 and BA.2 variants exhibited significantly higher transmission rates, up to 2-3 times, when compared to the Delta variant. This research presents a cost-efficient approach to virus surveillance, enabling a quantitative evaluation of variant-specific public health implications, crucial for informing and adapting public health strategies.
Collapse
Affiliation(s)
- Sininat Petcharat
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
| | - Ananporn Supataragul
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
| | - Piyapha Hirunpatrawong
- Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Pattama Torvorapanit
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Chonticha Klungthong
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
| | - Piyawan Chinnawirotpisan
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
| | - Sasiprapa Ninwattana
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Nattakarn Thippamom
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
| | - Leilani Paitoonpong
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Gompol Suwanpimolkul
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Watsamon Jantarabenjakul
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Rome Buathong
- Department of Disease Control, Ministry of Public Health, Muang, Nonthaburi 11000, Thailand
| | - Khajohn Joonlasak
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
| | - Wudtichai Manasatienkij
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
| | - Khwankamon Rattanatumhi
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
| | - Napaporn Chantasrisawad
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Nuntana Chumpa
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Thomas S Cotrone
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
| | - Stefan Fernandez
- Department of Virology, Armed Forces Research Institute of Medical Sciences, Bangkok 10400, Thailand
| | - Sira Sriswasdi
- Center of Excellence in Computational Molecular Biology, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
- Center for Artificial Intelligence in Medicine, Research Affairs, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| | - Supaporn Wacharapluesadee
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
| | - Opass Putcharoen
- Thai Red Cross Emerging Infectious Diseases Clinical Center, King Chulalongkorn Memorial Hospital, Bangkok 10330, Thailand
- Division of Infectious Diseases, Department of Medicine, Faculty of Medicine, Chulalongkorn University, Bangkok 10330, Thailand
| |
Collapse
|
10
|
Lorenzo-Redondo R, de Sant’Anna Carvalho AM, Hultquist JF, Ozer EA. SARS-CoV-2 genomics and impact on clinical care for COVID-19. J Antimicrob Chemother 2023; 78:ii25-ii36. [PMID: 37995357 PMCID: PMC10667012 DOI: 10.1093/jac/dkad309] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 08/02/2023] [Indexed: 11/25/2023] Open
Abstract
The emergence and worldwide spread of SARS-CoV-2 during the COVID-19 pandemic necessitated the adaptation and rapid deployment of viral WGS and analysis techniques that had been previously applied on a more limited basis to other viral pathogens, such as HIV and influenza viruses. The need for WGS was driven in part by the low mutation rate of SARS-CoV-2, which necessitated measuring variation along the entire genome sequence to effectively differentiate lineages and characterize viral evolution. Several WGS approaches designed to maximize throughput and accuracy were quickly adopted by surveillance labs around the world. These broad-based SARS-CoV-2 genomic sequencing efforts revealed ongoing evolution of the virus, highlighted by the successive emergence of new viral variants throughout the course of the pandemic. These genomic insights were instrumental in characterizing the effects of viral mutations on transmissibility, immune escape and viral tropism, which in turn helped guide public health policy, the use of monoclonal antibody therapeutics and vaccine development strategies. As the use of direct-acting antivirals for the treatment of COVID-19 became more widespread, the potential for emergence of antiviral resistance has driven ongoing efforts to delineate resistance mutations and to monitor global sequence databases for their emergence. Given the critical role of viral genomics in the international effort to combat the COVID-19 pandemic, coordinated efforts should be made to expand global genomic surveillance capacity and infrastructure towards the anticipation and prevention of future pandemics.
Collapse
Affiliation(s)
- Ramon Lorenzo-Redondo
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Northwestern University Havey Institute for Global Health, Chicago, IL 60611, USA
| | - Alexandre Machado de Sant’Anna Carvalho
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Northwestern University Havey Institute for Global Health, Chicago, IL 60611, USA
| | - Judd F Hultquist
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Northwestern University Havey Institute for Global Health, Chicago, IL 60611, USA
| | - Egon A Ozer
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL 60611, USA
- Center for Pathogen Genomics and Microbial Evolution, Northwestern University Havey Institute for Global Health, Chicago, IL 60611, USA
| |
Collapse
|
11
|
Hare D, Dembicka KM, Brennan C, Campbell C, Sutton-Fitzpatrick U, Stapleton PJ, De Gascun CF, Dunne CP. Whole-genome sequencing to investigate transmission of SARS-CoV-2 in the acute healthcare setting: a systematic review. J Hosp Infect 2023; 140:139-155. [PMID: 37562592 DOI: 10.1016/j.jhin.2023.08.002] [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: 05/30/2023] [Revised: 07/03/2023] [Accepted: 08/04/2023] [Indexed: 08/12/2023]
Abstract
BACKGROUND Whole-genome sequencing (WGS) has been used widely to elucidate transmission of SARS-CoV-2 in acute healthcare settings, and to guide infection, prevention, and control (IPC) responses. AIM To systematically appraise available literature, published between January 1st, 2020 and June 30th, 2022, describing the implementation of WGS in acute healthcare settings to characterize nosocomial SARS-CoV-2 transmission. METHODS Searches of the PubMed, Embase, Ovid MEDLINE, EBSCO MEDLINE, and Cochrane Library databases identified studies in English reporting the use of WGS to investigate SARS-CoV-2 transmission in acute healthcare environments. Publications involved data collected up to December 31st, 2021, and findings were reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement. FINDINGS In all, 3088 non-duplicate records were retrieved; 97 met inclusion criteria, involving 62 outbreak analyses and 35 genomic surveillance studies. No publications from low-income countries were identified. In 87/97 (90%), WGS supported hypotheses for nosocomial transmission, while in 46 out of 97 (47%) suspected transmission events were excluded. An IPC intervention was attributed to the use of WGS in 18 out of 97 (18%); however, only three (3%) studies reported turnaround times ≤7 days facilitating near real-time IPC action, and none reported an impact on the incidence of nosocomial COVID-19 attributable to WGS. CONCLUSION WGS can elucidate transmission of SARS-CoV-2 in acute healthcare settings to enhance epidemiological investigations. However, evidence was not identified to support sequencing as an intervention to reduce the incidence of SARS-CoV-2 in hospital or to alter the trajectory of active outbreaks.
Collapse
Affiliation(s)
- D Hare
- UCD National Virus Reference Laboratory, University College Dublin, Ireland; School of Medicine, University of Limerick, Limerick, Ireland.
| | - K M Dembicka
- School of Medicine, University of Limerick, Limerick, Ireland
| | - C Brennan
- UCD National Virus Reference Laboratory, University College Dublin, Ireland
| | - C Campbell
- UCD National Virus Reference Laboratory, University College Dublin, Ireland
| | | | | | - C F De Gascun
- UCD National Virus Reference Laboratory, University College Dublin, Ireland
| | - C P Dunne
- School of Medicine, University of Limerick, Limerick, Ireland; Centre for Interventions in Infection, Inflammation & Immunity (4i), University of Limerick, Limerick, Ireland
| |
Collapse
|
12
|
Galhardo JA, Barbosa DS, Kmetiuk LB, de Carvalho OV, Teixeira AIP, Fonseca PLC, de Araújo E Santos LCG, Queiroz DC, Miranda JVO, da Silva Filho AP, Castillo AP, Araujo RN, da Silveira JAG, Ristow LE, Brandespim DF, Pettan-Brewer C, de Sá Guimarães AM, Dutra V, de Morais HA, Dos Santos AP, Agopian RG, de Aguiar RS, Biondo AW. Molecular detection and characterization of SARS-CoV-2 in cats and dogs of positive owners during the first COVID-19 wave in Brazil. Sci Rep 2023; 13:14418. [PMID: 37660200 PMCID: PMC10475019 DOI: 10.1038/s41598-023-41285-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Accepted: 08/24/2023] [Indexed: 09/04/2023] Open
Abstract
Despite previous reports of SARS-CoV-2 infection in dogs and cats worldwide, the type of swab sample used for its detection through RT-qPCR needs to be better compared and described. Accordingly, as part of a multicenter study in Brazil, the aim of the present study was to assess which rectal or oropharyngeal swabs would be more appropriate for detecting SARS-CoV-2 in cats and dogs, through viral load comparison. Pets of owners diagnosed with COVID-19 in the last 7 days were eligible. A total of 148 animals from four of the five Brazilian geographical regions were analyzed, among which 10/48 cats (20.83%) and 11/100 dogs (11.00%) were positive. The results suggested that oropharyngeal swabs should be considered for SARS-CoV-2 detection, particularly in cats, due to the higher cDNA viral load. Also, the genomic results showed similarities between SARS-CoV-2 animal variants and human variants that were circulating at the time of sampling, thus corroborating the existence of zooanthroponotic transmission. In conclusion, the present study highlighted the importance of SARS-CoV-2 monitoring among cats and dogs, as virus modification may indicate the possibility of mutations in animals and spillover back to owners. Thus, positive individuals should always self-isolate from their pets during COVID-19, to prevent trans-species transmission and mutation.
Collapse
Affiliation(s)
- Juliana Arena Galhardo
- College of Veterinary Medicine and Animal Science, Federal University of Mato Grosso do Sul (UFMS), Campo Grande, MS, Brazil
| | - David Soeiro Barbosa
- Department of Parasitology, Institute of Biological Sciences, Federal University of Minas Gerais (UFMG), Belo Horizonte, MG, Brazil
| | - Louise Bach Kmetiuk
- Graduate College of Cellular and Molecular Biology, Federal University of Paraná (UFPR), Curitiba, PR, Brazil
| | - Otávio Valério de Carvalho
- Graduate College of Cellular and Molecular Biology, Federal University of Paraná (UFPR), Curitiba, PR, Brazil
| | - Ana Izabel Passarella Teixeira
- Department of Parasitology, Institute of Biological Sciences, Federal University of Minas Gerais (UFMG), Belo Horizonte, MG, Brazil
- College of Veterinary Medicine, Campus Paranaíba, Federal University of Mato Grosso do Sul, Paranaíba, Mato Grosso do Sul, Brazil
| | - Paula Luize Camargos Fonseca
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Luiza Campos Guerra de Araújo E Santos
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Daniel Costa Queiroz
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - João Victor Oliveira Miranda
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Aluisio Pereira da Silva Filho
- Department of Parasitology, Institute of Biological Sciences, Federal University of Minas Gerais (UFMG), Belo Horizonte, MG, Brazil
| | - Anisleidy Pérez Castillo
- Department of Parasitology, Institute of Biological Sciences, Federal University of Minas Gerais (UFMG), Belo Horizonte, MG, Brazil
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Ricardo Nascimento Araujo
- Department of Parasitology, Institute of Biological Sciences, Federal University of Minas Gerais (UFMG), Belo Horizonte, MG, Brazil
| | | | - Luiz Eduardo Ristow
- Graduate College of Cellular and Molecular Biology, Federal University of Paraná (UFPR), Curitiba, PR, Brazil
| | - Daniel Friguglietti Brandespim
- Department of Veterinary Medicine, College of Veterinary Medicine, Federal Rural University of Pernambuco (UFRPE), Recife, PE, Brazil
| | - Christina Pettan-Brewer
- Department of Comparative Medicine, School of Medicine, University of Washington, Seattle, WA, USA
| | - Ana Marcia de Sá Guimarães
- Department of Microbiology, Institute of Biomedical Sciences, University of São Paulo (USP), São Paulo, SP, Brazil
| | - Valéria Dutra
- Department of Veterinary Medicine, College of Veterinary Medicine, Federal University of Mato Grosso (UFMT), Cuiabá, MT, Brazil
| | | | - Andrea Pires Dos Santos
- Department of Comparative Pathobiology, College of Veterinary Medicine, Purdue University, West Lafayette, IN, USA
| | | | - Renato Santana de Aguiar
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil
| | - Alexander Welker Biondo
- Department of Veterinary Medicine, Federal University of Paraná (UFPR), Curitiba, PR, Brazil.
| |
Collapse
|
13
|
Schuck P, Zhao H. Diversity of Short Linear Interaction Motifs in SARS-CoV-2 Nucleocapsid Protein. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.01.551467. [PMID: 37790474 PMCID: PMC10542142 DOI: 10.1101/2023.08.01.551467] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/05/2023]
Abstract
Molecular mimicry of short linear interaction motifs has emerged as a key mechanism for viral proteins binding host domains and hijacking host cell processes. Here, we examine the role of RNA-virus sequence diversity in the dynamics of the virus-host interface, by analyzing the uniquely vast sequence record of viable SARS-CoV-2 species with focus on the multi-functional nucleocapsid protein. We observe the abundant presentation of motifs encoding several essential host protein interactions, alongside a majority of possibly non-functional and randomly occurring motif sequences absent in subsets of viable virus species. A large number of motifs emerge ex nihilo through transient mutations relative to the ancestral consensus sequence. The observed mutational landscape implies an accessible motif space that spans at least 25% of known eukaryotic motifs. This reveals motif mimicry as a highly dynamic process with the capacity to broadly explore host motifs, allowing the virus to rapidly evolve the virus-host interface.
Collapse
Affiliation(s)
- Peter Schuck
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD 20892, USA
| | - Huaying Zhao
- Laboratory of Dynamics of Macromolecular Assembly, National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD 20892, USA
| |
Collapse
|
14
|
Biancolella M, Colona VL, Luzzatto L, Watt JL, Mattiuz G, Conticello SG, Kaminski N, Mehrian-Shai R, Ko AI, Gonsalves GS, Vasiliou V, Novelli G, Reichardt JKV. COVID-19 annual update: a narrative review. Hum Genomics 2023; 17:68. [PMID: 37488607 PMCID: PMC10367267 DOI: 10.1186/s40246-023-00515-2] [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: 06/08/2023] [Accepted: 07/16/2023] [Indexed: 07/26/2023] Open
Abstract
Three and a half years after the pandemic outbreak, now that WHO has formally declared that the emergency is over, COVID-19 is still a significant global issue. Here, we focus on recent developments in genetic and genomic research on COVID-19, and we give an outlook on state-of-the-art therapeutical approaches, as the pandemic is gradually transitioning to an endemic situation. The sequencing and characterization of rare alleles in different populations has made it possible to identify numerous genes that affect either susceptibility to COVID-19 or the severity of the disease. These findings provide a beginning to new avenues and pan-ethnic therapeutic approaches, as well as to potential genetic screening protocols. The causative virus, SARS-CoV-2, is still in the spotlight, but novel threatening virus could appear anywhere at any time. Therefore, continued vigilance and further research is warranted. We also note emphatically that to prevent future pandemics and other world-wide health crises, it is imperative to capitalize on what we have learnt from COVID-19: specifically, regarding its origins, the world's response, and insufficient preparedness. This requires unprecedented international collaboration and timely data sharing for the coordination of effective response and the rapid implementation of containment measures.
Collapse
Affiliation(s)
| | - Vito Luigi Colona
- Department of Biomedicine and Prevention, School of Medicine and Surgery, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy
| | - Lucio Luzzatto
- Department of Haematology and Blood Transfusion, Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
- University of Florence, 50121, Florence, Italy
| | - Jessica Lee Watt
- College of Public Health, Medical and Veterinary Sciences, James Cook University, Smithfield, QLD, 4878, Australia
| | | | - Silvestro G Conticello
- Core Research Laboratory, Istituto per lo Studio, la Prevenzione e la Rete Oncologica (ISPRO), Florence, Italy
- Institute of Clinical Physiology - National Council of Research (IFC-CNR), 56124, Pisa, Italy
| | - Naftali Kaminski
- Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Ruty Mehrian-Shai
- Pediatric Hemato-Oncology, Edmond and Lilly Safra Children's Hospital, Sheba Medical Center, Tel Hashomer 2 Sheba Road, 52621, Ramat Gan, Israel
| | - Albert I Ko
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, USA
- Instituto Gonçalo MonizFundação Oswaldo Cruz, Salvador, Bahia, Brazil
| | - Gregg S Gonsalves
- Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT, USA
| | - Vasilis Vasiliou
- Department of Environmental Health Sciences, School of Public Health, Yale University, New Haven, USA
| | - Giuseppe Novelli
- Department of Biomedicine and Prevention, School of Medicine and Surgery, Tor Vergata University of Rome, Via Montpellier 1, 00133, Rome, Italy.
- IRCCS Neuromed, 86077, Pozzilli, IS, Italy.
- Department of Pharmacology, School of Medicine, University of Nevada, 89557, Reno, NV, USA.
| | - Juergen K V Reichardt
- Australian Institute of Tropical Health and Medicine, James Cook University, Smithfield, QLD, 4878, Australia
| |
Collapse
|
15
|
Baek YJ, Park G, Choi JY, Kim EJ, Kim BI, Gwack J, Jung JY. Within-Host Evolution of SARS-CoV-2 in a B-Cell Depleted Patient With Successful Treatment. J Korean Med Sci 2023; 38:e175. [PMID: 37272563 DOI: 10.3346/jkms.2023.38.e175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 03/07/2023] [Indexed: 06/06/2023] Open
Abstract
Prolonged viral shedding of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) in an immunocompromised host is a challenge as the treatment and infection control for chronic coronavirus disease 2019 infection is not well established and there is a potential risk of new variants emerging. A 48-year-old woman who underwent chemotherapy, including rituximab and steroid, had reactivation of SARS-CoV-2 68 days after the virus was first detected. She successfully recovered after receiving convalescent plasma and intravenous immunoglobulin. Genomic analysis demonstrated that viruses collected from the nasopharyngeal specimens at day 0 and day 68 had 18 different nucleotide mutations, implying within-host evolution after in-depth epidemiologic investigation.
Collapse
Affiliation(s)
- Yae Jee Baek
- Division of Infectious Diseases, Department of Internal Medicine, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, Korea
| | - Gemma Park
- Korea Disease Control and Prevention Agency, Osong, Korea
| | - Jun Yong Choi
- Division of Infectious Diseases, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Eun Jin Kim
- Korea Disease Control and Prevention Agency, Osong, Korea
| | - Bryan Inho Kim
- Korea Disease Control and Prevention Agency, Osong, Korea
| | - Jin Gwack
- Korea Disease Control and Prevention Agency, Osong, Korea.
| | - Ji Ye Jung
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea.
| |
Collapse
|
16
|
Subramoney K, Mtileni N, Davis A, Giandhari J, Tegally H, Wilkinson E, Naidoo Y, Ramphal Y, Pillay S, Ramphal U, Simane A, Reddy B, Mashishi B, Mbenenge N, de Oliveira T, Fielding BC, Treurnicht FK. SARS-CoV-2 spike protein diversity at an intra-host level, among SARS-CoV-2 infected individuals in South Africa, 2020 to 2022. PLoS One 2023; 18:e0286373. [PMID: 37253027 PMCID: PMC10228762 DOI: 10.1371/journal.pone.0286373] [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: 12/08/2022] [Accepted: 05/15/2023] [Indexed: 06/01/2023] Open
Abstract
Intra-host diversity studies are used to characterise the mutational heterogeneity of SARS-CoV-2 infections in order to understand the impact of virus-host adaptations. This study investigated the frequency and diversity of the spike (S) protein mutations within SARS-CoV-2 infected South African individuals. The study included SARS-CoV-2 respiratory samples, from individuals of all ages, received at the National Health Laboratory Service at Charlotte Maxeke Johannesburg Academic hospital, Gauteng, South Africa, from June 2020 to May 2022. Single nucleotide polymorphism (SNP) assays and whole genome sequencing were performed on a random selection of SARS-CoV-2 positive samples. The allele frequency (AF) was determined using TaqMan Genotyper software for SNP PCR analysis and galaxy.eu for analysis of FASTQ reads from sequencing. The SNP assays identified 5.3% (50/948) of Delta cases with heterogeneity at delY144 (4%; 2/50), E484Q (6%; 3/50), N501Y (2%; 1/50) and P681H (88%; 44/50), however only heterogeneity for E484Q and delY144 were confirmed by sequencing. From sequencing we identified 9% (210/2381) of cases with Beta, Delta, Omicron BA.1, BA.2.15, and BA.4 lineages that had heterogeneity in the S protein. Heterogeneity was primarily identified at positions 19 (1.4%) with T19IR (AF 0.2-0.7), 371 (92.3%) with S371FP (AF 0.1-1.0), and 484 (1.9%) with E484AK (0.2-0.7), E484AQ (AF 0.4-0.5) and E484KQ (AF 0.1-0.4). Mutations at heterozygous amino acid positions 19, 371 and 484 are known antibody escape mutations, however the impact of the combination of multiple substitutions identified at the same position is unknown. Therefore, we hypothesise that intra-host SARS-CoV-2 quasispecies with heterogeneity in the S protein facilitate competitive advantage of variants that can completely/partially evade host's natural and vaccine-induced immune responses.
Collapse
Affiliation(s)
- Kathleen Subramoney
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Nkhensani Mtileni
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Ashlyn Davis
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | - Jennifer Giandhari
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Houriiyah Tegally
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
| | - Eduan Wilkinson
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
| | - Yeshnee Naidoo
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
| | - Yajna Ramphal
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Sureshnee Pillay
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Upasana Ramphal
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
| | - Andiswa Simane
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Bhaveshan Reddy
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Bonolo Mashishi
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Nonhlanhla Mbenenge
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| | - Tulio de Oliveira
- KwaZulu-Natal Research Innovation and Sequencing Platform (KRISP), Nelson R Mandela School of Medicine, University of KwaZulu-Natal, Durban, South Africa
- Centre for Epidemic Response and Innovation (CERI), School of Data Science and Computational Thinking, Stellenbosch University, Stellenbosch, South Africa
| | - Burtram C. Fielding
- Molecular Biology and Virology Research Laboratory, Department of Medical BioSciences, University of the Western Cape, Cape Town, South Africa
| | - Florette K. Treurnicht
- School of Pathology, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
- Department of Virology, National Health Laboratory Service, Charlotte Maxeke Johannesburg Academic Hospital, Johannesburg, South Africa
| |
Collapse
|
17
|
Ribeiro IP, Nascimento LGD, Tort LFL, Pereira EC, Menezes LSR, Malta FC, Oliveira BCEPDD, Rodrigues JP, Manso PPDA, Pelajo M, Bonaldo MC, Silva PCR, Siqueira MM, Brasil P, Fumian TM. Infectious SARS-CoV-2 Particles from Rectal Swab Samples from COVID-19 Patients in Brazil. Viruses 2023; 15:v15051152. [PMID: 37243238 DOI: 10.3390/v15051152] [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: 04/13/2023] [Revised: 05/02/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
The main objective of this study was to investigate the dynamic of SARS-CoV-2 viral excretion in rectal swab (RS), saliva, and nasopharyngeal swab (NS) samples from symptomatic patients and asymptomatic contacts. In addition, in order to evaluate the replication potential of SARS-CoV-2 in the gastrointestinal (GI) tract and the excretion of infectious SARS-CoV-2 from feces, we investigated the presence of subgenomic nucleoprotein gene (N) mRNA (sgN) in RS samples and cytopathic effects in Vero cell culture. A prospective cohort study was performed to collect samples from symptomatic patients and contacts in Rio de Janeiro, Brazil, from May to October 2020. One hundred and seventy-six patients had samples collected at home visits and/or during the follow up, resulting in a total of 1633 RS, saliva, or NS samples. SARS-CoV-2 RNA was detected in 130 (73.9%) patients who had at least one sample that tested positive for SARS-CoV-2. The presence of replicating SARS-CoV-2 in RS samples, measured by the detection of sgN mRNA, was successfully achieved in 19.4% (6/31) of samples, whilst infectious SARS-CoV-2, measured by the generation of cytopathic effects in cell culture, was identified in only one RS sample. Although rare, our results demonstrated the replication capacity of SARS-CoV-2 in the GI tract, and infectious viruses in one RS sample. There is still a gap in the knowledge regarding SARS-CoV-2 fecal-oral transmission. Additional studies are warranted to investigate fecal or wastewater exposure as a risk factor for transmission in human populations.
Collapse
Affiliation(s)
- Ieda Pereira Ribeiro
- Laboratório de Medicina Experimental e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Lilian Gonçalves do Nascimento
- Laboratório de Virologia Comparada e Ambiental, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Luis Fernando Lopez Tort
- Laboratório de Vírus Respiratórios, Exantemáticos, Enterovírus e Emergências Virais, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
- Laboratório de Virologia Molecular, Universidad de la República, Centro Universitario Regional Litoral Norte, Salto 50000, Uruguay
| | - Elisa Cavalcante Pereira
- Laboratório de Vírus Respiratórios, Exantemáticos, Enterovírus e Emergências Virais, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Lidiane Souza Raphael Menezes
- Laboratório de Medicina Experimental e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Fabio Correia Malta
- Laboratório de Virologia Comparada e Ambiental, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | | | - João Paulo Rodrigues
- Laboratório de Medicina Experimental e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Pedro Paulo de Abreu Manso
- Laboratório de Medicina Experimental e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Marcelo Pelajo
- Laboratório de Medicina Experimental e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Myrna Cristina Bonaldo
- Laboratório de Medicina Experimental e Saúde, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Paola Cristina Resende Silva
- Laboratório de Vírus Respiratórios, Exantemáticos, Enterovírus e Emergências Virais, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Marilda Mendonça Siqueira
- Laboratório de Vírus Respiratórios, Exantemáticos, Enterovírus e Emergências Virais, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Patricia Brasil
- Laboratório de Doenças Febris Agudas, Instituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| | - Tulio Machado Fumian
- Laboratório de Virologia Comparada e Ambiental, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Rio de Janeiro 21040-900, RJ, Brazil
| |
Collapse
|
18
|
Wei ZY, Wang ZX, Li JH, Wen YS, Gao D, Xia SY, Li YN, Pan XB, Liu YS, Jin YY, Chen JH. Host A-to-I RNA editing signatures in intracellular bacterial and single-strand RNA viral infections. Front Immunol 2023; 14:1121096. [PMID: 37081881 PMCID: PMC10112020 DOI: 10.3389/fimmu.2023.1121096] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 03/13/2023] [Indexed: 04/07/2023] Open
Abstract
BackgroundMicrobial infection is accompanied by remodeling of the host transcriptome. Involvement of A-to-I RNA editing has been reported during viral infection but remains to be elucidated during intracellular bacterial infections.ResultsHerein we analyzed A-to-I RNA editing during intracellular bacterial infections based on 18 RNA-Seq datasets of 210 mouse samples involving 7 tissue types and 8 intracellular bacterial pathogens (IBPs), and identified a consensus signature of RNA editing for IBP infections, mainly involving neutrophil-mediated innate immunity and lipid metabolism. Further comparison of host RNA editing patterns revealed remarkable similarities between pneumonia caused by IBPs and single-strand RNA (ssRNA) viruses, such as altered editing enzyme expression, editing site numbers, and levels. In addition, functional enrichment analysis of genes with RNA editing highlighted that the Rab GTPase family played a common and vital role in the host immune response to IBP and ssRNA viral infections, which was indicated by the consistent up-regulated RNA editing of Ras-related protein Rab27a. Nevertheless, dramatic differences between IBP and viral infections were also observed, and clearly distinguished the two types of intracellular infections.ConclusionOur study showed transcriptome-wide host A-to-I RNA editing alteration during IBP and ssRNA viral infections. By identifying and comparing consensus signatures of host A-to-I RNA editing, our analysis implicates the importance of host A-to-I RNA editing during these infections and provides new insights into the diagnosis and treatment of infectious diseases.
Collapse
Affiliation(s)
- Zhi-Yuan Wei
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Zhi-Xin Wang
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Jia-Huan Li
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Yan-Shuo Wen
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Di Gao
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Shou-Yue Xia
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Yu-Ning Li
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Xu-Bin Pan
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
| | - Yan-Shan Liu
- Department of Pediatric Laboratory, Wuxi Children’s Hospital, Wuxi, Jiangsu, China
| | - Yun-Yun Jin
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
- *Correspondence: Jian-Huan Chen, ; Yun-Yun Jin,
| | - Jian-Huan Chen
- Laboratory of Genomic and Precision Medicine, Wuxi School of Medicine, Jiangnan University, Wuxi, Jiangsu, China
- Joint Primate Research Center for Chronic Diseases, Institute of Zoology of Guangdong Academy of Science, Jiangnan University, Wuxi, Jiangsu, China
- Jiangnan University Brain Institute, Wuxi, Jiangsu, China
- *Correspondence: Jian-Huan Chen, ; Yun-Yun Jin,
| |
Collapse
|
19
|
Gu H, Quadeer AA, Krishnan P, Ng DYM, Chang LDJ, Liu GYZ, Cheng SMS, Lam TTY, Peiris M, McKay MR, Poon LLM. Within-host genetic diversity of SARS-CoV-2 lineages in unvaccinated and vaccinated individuals. Nat Commun 2023; 14:1793. [PMID: 37002233 PMCID: PMC10063955 DOI: 10.1038/s41467-023-37468-y] [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: 02/02/2023] [Accepted: 03/13/2023] [Indexed: 04/03/2023] Open
Abstract
Viral and host factors can shape SARS-CoV-2 evolution. However, little is known about lineage-specific and vaccination-specific mutations that occur within individuals. Here, we analysed deep sequencing data from 2,820 SARS-CoV-2 respiratory samples with different viral lineages to describe the patterns of within-host diversity under different conditions, including vaccine-breakthrough infections. In unvaccinated individuals, variant of Concern (VOC) Alpha, Delta, and Omicron respiratory samples were found to have higher within-host diversity and were under neutral to purifying selection at the full genome level compared to non-VOC SARS-CoV-2. Breakthrough infections in 2-dose or 3-dose Comirnaty and CoronaVac vaccinated individuals did not increase levels of non-synonymous mutations and did not change the direction of selection pressure. Vaccine-induced antibody or T cell responses did not appear to have significant impact on within-host SARS-CoV-2 sequence diversification. Our findings suggest that vaccination does not increase exploration of SARS-CoV-2 protein sequence space and may not facilitate emergence of viral variants.
Collapse
Affiliation(s)
- Haogao Gu
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Ahmed Abdul Quadeer
- Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Pavithra Krishnan
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Daisy Y M Ng
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Lydia D J Chang
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Gigi Y Z Liu
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Samuel M S Cheng
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Tommy T Y Lam
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Centre for Immunology & Infection, Hong Kong Science and Technology Park, Hong Kong SAR, China
- Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong SAR, China
| | - Malik Peiris
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
- Centre for Immunology & Infection, Hong Kong Science and Technology Park, Hong Kong SAR, China
- HKU-Pasteur Research Pole, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Matthew R McKay
- Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
- Department of Electrical and Electronic Engineering, University of Melbourne, Parkville, VIC, 3010, Australia
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, VIC, 3000, Australia
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Leo L M Poon
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
- Centre for Immunology & Infection, Hong Kong Science and Technology Park, Hong Kong SAR, China.
- HKU-Pasteur Research Pole, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China.
| |
Collapse
|
20
|
Sun B, Ni M, Liu H, Liu D. Viral intra-host evolutionary dynamics revealed via serial passage of Japanese encephalitis virus in vitro. Virus Evol 2023; 9:veac103. [PMID: 37205166 PMCID: PMC10185921 DOI: 10.1093/ve/veac103] [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: 04/26/2022] [Revised: 10/04/2022] [Accepted: 03/21/2023] [Indexed: 12/02/2023] Open
Abstract
Analyses of viral inter- and intra-host mutations could better guide the prevention and control of infectious diseases. For a long time, studies on viral evolution have focused on viral inter-host variations. Next-generation sequencing has accelerated the investigations of viral intra-host diversity. However, the theoretical basis and dynamic characteristics of viral intra-host mutations remain unknown. Here, using serial passages of the SA14-14-2 vaccine strain of Japanese encephalitis virus (JEV) as the in vitro model, the distribution characteristics of 1,788 detected intra-host single-nucleotide variations (iSNVs) and their mutated frequencies from 477 deep-sequenced samples were analyzed. Our results revealed that in adaptive (baby hamster kidney (BHK)) cells, JEV is under a nearly neutral selection pressure, and both non-synonymous and synonymous mutations represent an S-shaped growth trend over time. A higher positive selection pressure was observed in the nonadaptive (C6/36) cells, and logarithmic growth in non-synonymous iSNVs and linear growth in synonymous iSNVs were observed over time. Moreover, the mutation rates of the NS4B protein and the untranslated region (UTR) of the JEV are significantly different between BHK and C6/36 cells, suggesting that viral selection pressure is regulated by different cellular environments. In addition, no significant difference was detected in the distribution of mutated frequencies of iSNVs between BHK and C6/36 cells.
Collapse
Affiliation(s)
- Bangyao Sun
- School of Medical Laboratory, Weifang Medical University, Baotong West Street, Weifang 261053, China
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Xiaohongshan 44#, Wuhan 430000, China
- Computational Virology Group, Center for Bacteria and Viruses Resources and Bioinformation, Wuhan Institute of Virology, Chinese Academy of Sciences, Xiaohongshan 44#, Wuhan 430000, China
- University of Chinese Academy of Sciences, Yuquan Road 19#, Beijing 100049, China
| | - Ming Ni
- Beijing Institute of Radiation Medicine, Taiping Road 27#, Beijing 100850, China
| | - Haizhou Liu
- Computational Virology Group, Center for Bacteria and Viruses Resources and Bioinformation, Wuhan Institute of Virology, Chinese Academy of Sciences, Xiaohongshan 44#, Wuhan 430000, China
| | - Di Liu
- CAS Key Laboratory of Special Pathogens and Biosafety, Wuhan Institute of Virology, Chinese Academy of Sciences, Xiaohongshan 44#, Wuhan 430000, China
- Computational Virology Group, Center for Bacteria and Viruses Resources and Bioinformation, Wuhan Institute of Virology, Chinese Academy of Sciences, Xiaohongshan 44#, Wuhan 430000, China
- University of Chinese Academy of Sciences, Yuquan Road 19#, Beijing 100049, China
| |
Collapse
|
21
|
Natterson-Horowitz B, Aktipis A, Fox M, Gluckman PD, Low FM, Mace R, Read A, Turner PE, Blumstein DT. The future of evolutionary medicine: sparking innovation in biomedicine and public health. FRONTIERS IN SCIENCE 2023; 1:997136. [PMID: 37869257 PMCID: PMC10590274 DOI: 10.3389/fsci.2023.997136] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
Abstract
Evolutionary medicine - i.e. the application of insights from evolution and ecology to biomedicine - has tremendous untapped potential to spark transformational innovation in biomedical research, clinical care and public health. Fundamentally, a systematic mapping across the full diversity of life is required to identify animal model systems for disease vulnerability, resistance, and counter-resistance that could lead to novel clinical treatments. Evolutionary dynamics should guide novel therapeutic approaches that target the development of treatment resistance in cancers (e.g., via adaptive or extinction therapy) and antimicrobial resistance (e.g., via innovations in chemistry, antimicrobial usage, and phage therapy). With respect to public health, the insight that many modern human pathologies (e.g., obesity) result from mismatches between the ecologies in which we evolved and our modern environments has important implications for disease prevention. Life-history evolution can also shed important light on patterns of disease burden, for example in reproductive health. Experience during the COVID-19 (SARS-CoV-2) pandemic has underlined the critical role of evolutionary dynamics (e.g., with respect to virulence and transmissibility) in predicting and managing this and future pandemics, and in using evolutionary principles to understand and address aspects of human behavior that impede biomedical innovation and public health (e.g., unhealthy behaviors and vaccine hesitancy). In conclusion, greater interdisciplinary collaboration is vital to systematically leverage the insight-generating power of evolutionary medicine to better understand, prevent, and treat existing and emerging threats to human, animal, and planetary health.
Collapse
Affiliation(s)
- B. Natterson-Horowitz
- Division of Cardiology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Human Evolutionary Biology, Harvard University, Cambridge, MA, United States
| | - Athena Aktipis
- Department of Psychology, Arizona State University, Tempe, AZ, United States
- Center for Evolution and Medicine, Arizona State University, Tempe, AZ, United States
| | - Molly Fox
- Department of Anthropology, University of California, Los Angeles, Los Angeles, CA, United States
- Department of Psychiatry and Biobehavioral Sciences, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, Los Angeles, CA, United States
| | - Peter D. Gluckman
- Koi Tū: The Centre for Informed Futures, University of Auckland, Auckland, New Zealand
- Liggins Institute, University of Auckland, Auckland, New Zealand
| | - Felicia M. Low
- Koi Tū: The Centre for Informed Futures, University of Auckland, Auckland, New Zealand
| | - Ruth Mace
- Department of Anthropology, University College London, London, United Kingdom
| | - Andrew Read
- Center for Infectious Disease Dynamics, Department of Biology, The Pennsylvania State University, State College, PA, United States
- Department of Entomology, The Pennsylvania State University, State College, PA, United States
- Huck Institutes of the Life Sciences, The Pennsylvania State University, State College, PA, United States
| | - Paul E. Turner
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, United States
- Program in Microbiology, Yale School of Medicine, New Haven, CT, United States
| | - Daniel T. Blumstein
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA, United States
| |
Collapse
|
22
|
Kumar A, Asghar A, Singh HN, Faiq MA, Kumar S, Narayan RK, Kumar G, Dwivedi P, Sahni C, Jha RK, Kulandhasamy M, Prasoon P, Sesham K, Kant K, Pandey SN. SARS-CoV-2 Omicron Variant Genomic Sequences and Their Epidemiological Correlates Regarding the End of the Pandemic: In Silico Analysis. JMIR BIOINFORMATICS AND BIOTECHNOLOGY 2023; 4:e42700. [PMID: 36688013 PMCID: PMC9843602 DOI: 10.2196/42700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Revised: 11/29/2022] [Accepted: 12/16/2022] [Indexed: 06/17/2023]
Abstract
Background Emergence of the new SARS-CoV-2 variant B.1.1.529 worried health policy makers worldwide due to a large number of mutations in its genomic sequence, especially in the spike protein region. The World Health Organization (WHO) designated this variant as a global variant of concern (VOC), which was named "Omicron." Following Omicron's emergence, a surge of new COVID-19 cases was reported globally, primarily in South Africa. Objective The aim of this study was to understand whether Omicron had an epidemiological advantage over existing variants. Methods We performed an in silico analysis of the complete genomic sequences of Omicron available on the Global Initiative on Sharing Avian Influenza Data (GISAID) database to analyze the functional impact of the mutations present in this variant on virus-host interactions in terms of viral transmissibility, virulence/lethality, and immune escape. In addition, we performed a correlation analysis of the relative proportion of the genomic sequences of specific SARS-CoV-2 variants (in the period from October 1 to November 29, 2021) with matched epidemiological data (new COVID-19 cases and deaths) from South Africa. Results Compared with the current list of global VOCs/variants of interest (VOIs), as per the WHO, Omicron bears more sequence variation, specifically in the spike protein and host receptor-binding motif (RBM). Omicron showed the closest nucleotide and protein sequence homology with the Alpha variant for the complete sequence and the RBM. The mutations were found to be primarily condensed in the spike region (n=28-48) of the virus. Further mutational analysis showed enrichment for the mutations decreasing binding affinity to angiotensin-converting enzyme 2 receptor and receptor-binding domain protein expression, and for increasing the propensity of immune escape. An inverse correlation of Omicron with the Delta variant was noted (r=-0.99, P<.001; 95% CI -0.99 to -0.97) in the sequences reported from South Africa postemergence of the new variant, subsequently showing a decrease. There was a steep rise in new COVID-19 cases in parallel with the increase in the proportion of Omicron isolates since the report of the first case (74%-100%). By contrast, the incidence of new deaths did not increase (r=-0.04, P>.05; 95% CI -0.52 to 0.58). Conclusions In silico analysis of viral genomic sequences suggests that the Omicron variant has more remarkable immune-escape ability than existing VOCs/VOIs, including Delta, but reduced virulence/lethality than other reported variants. The higher power for immune escape for Omicron was a likely reason for the resurgence in COVID-19 cases and its rapid rise as the globally dominant strain. Being more infectious but less lethal than the existing variants, Omicron could have plausibly led to widespread unnoticed new, repeated, and vaccine breakthrough infections, raising the population-level immunity barrier against the emergence of new lethal variants. The Omicron variant could have thus paved the way for the end of the pandemic.
Collapse
Affiliation(s)
- Ashutosh Kumar
- Department of Anatomy All India Institute of Medical Sciences-Patna Patna India
- Etiologically Elusive Disorders Research Network New Delhi India
| | - Adil Asghar
- Department of Anatomy All India Institute of Medical Sciences-Patna Patna India
- Etiologically Elusive Disorders Research Network New Delhi India
| | - Himanshu N Singh
- Etiologically Elusive Disorders Research Network New Delhi India
- Department of Systems Biology Columbia University Irving Medical Center New York, NY United States
| | - Muneeb A Faiq
- Etiologically Elusive Disorders Research Network New Delhi India
- New York University Langone Health Center Robert I Grossman School of Medicine New York University New York, NY United States
| | - Sujeet Kumar
- Etiologically Elusive Disorders Research Network New Delhi India
- Center for Proteomics and Drug Discovery Amity Institute of Biotechnology Amity University, Maharashtra Mumbai India
| | - Ravi K Narayan
- Etiologically Elusive Disorders Research Network New Delhi India
- Dr BC Roy Multi-speciality Medical Research Centre Indian Institute of Technology Kharagpur India
| | - Gopichand Kumar
- Department of Anatomy All India Institute of Medical Sciences-Patna Patna India
- Etiologically Elusive Disorders Research Network New Delhi India
| | - Prakhar Dwivedi
- Department of Anatomy All India Institute of Medical Sciences-Patna Patna India
- Etiologically Elusive Disorders Research Network New Delhi India
| | - Chetan Sahni
- Etiologically Elusive Disorders Research Network New Delhi India
- Department of Anatomy Institute of Medical Sciences Banaras Hindu University Varanasi India
| | - Rakesh K Jha
- Department of Anatomy All India Institute of Medical Sciences-Patna Patna India
- Etiologically Elusive Disorders Research Network New Delhi India
| | - Maheswari Kulandhasamy
- Etiologically Elusive Disorders Research Network New Delhi India
- Department of Biochemistry Maulana Azad Medical College New Delhi India
| | - Pranav Prasoon
- Etiologically Elusive Disorders Research Network New Delhi India
- School of Medicine University of Pittsburgh Pittsburgh, PA United States
| | - Kishore Sesham
- Etiologically Elusive Disorders Research Network New Delhi India
- Department of Anatomy All India Institute of Medical Sciences-Mangalagiri Mangalagiri India
| | - Kamla Kant
- Etiologically Elusive Disorders Research Network New Delhi India
- Department of Microbiology All India Institute of Medical Sciences-Bathinda Bathinda India
| | - Sada N Pandey
- Etiologically Elusive Disorders Research Network New Delhi India
- Department of Zoology Banaras Hindu University Varanasi India
| |
Collapse
|
23
|
Kimbrel J, Moon J, Avila-Herrera A, Martí JM, Thissen J, Mulakken N, Sandholtz SH, Ferrell T, Daum C, Hall S, Segelke B, Arrildt KT, Messenger S, Wadford DA, Jaing C, Allen JE, Borucki MK. Multiple Mutations Associated with Emergent Variants Can Be Detected as Low-Frequency Mutations in Early SARS-CoV-2 Pandemic Clinical Samples. Viruses 2022; 14:v14122775. [PMID: 36560780 PMCID: PMC9788161 DOI: 10.3390/v14122775] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Revised: 08/23/2022] [Accepted: 12/06/2022] [Indexed: 12/15/2022] Open
Abstract
Genetic analysis of intra-host viral populations provides unique insight into pre-emergent mutations that may contribute to the genotype of future variants. Clinical samples positive for SARS-CoV-2 collected in California during the first months of the pandemic were sequenced to define the dynamics of mutation emergence as the virus became established in the state. Deep sequencing of 90 nasopharyngeal samples showed that many mutations associated with the establishment of SARS-CoV-2 globally were present at varying frequencies in a majority of the samples, even those collected as the virus was first detected in the US. A subset of mutations that emerged months later in consensus sequences were detected as subconsensus members of intra-host populations. Spike mutations P681H, H655Y, and V1104L were detected prior to emergence in variant genotypes, mutations were detected at multiple positions within the furin cleavage site, and pre-emergent mutations were identified in the nucleocapsid and the envelope genes. Because many of the samples had a very high depth of coverage, a bioinformatics pipeline, "Mappgene", was established that uses both iVar and LoFreq variant calling to enable identification of very low-frequency variants. This enabled detection of a spike protein deletion present in many samples at low frequency and associated with a variant of concern.
Collapse
Affiliation(s)
- Jeffrey Kimbrel
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Joseph Moon
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | | | | | - James Thissen
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Nisha Mulakken
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | | | - Tyshawn Ferrell
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
- Department of Biochemistry, Emory University School of Medicine, Atlanta, GA 30322, USA
| | - Chris Daum
- Lawrence Berkeley National Laboratory, US Department of Energy Joint Genome Institute, Berkeley, CA 94720, USA
| | - Sara Hall
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | - Brent Segelke
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | | | - Sharon Messenger
- Viral and Rickettsial Disease Laboratory, California Department of Public Health, Richmond, CA 94804, USA
| | - Debra A. Wadford
- Viral and Rickettsial Disease Laboratory, California Department of Public Health, Richmond, CA 94804, USA
| | - Crystal Jaing
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
| | | | - Monica K. Borucki
- Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
- Correspondence:
| |
Collapse
|
24
|
Lai A, Bergna A, Della Ventura C, Menzo S, Bruzzone B, Sagradi F, Ceccherini-Silberstein F, Weisz A, Clementi N, Brindicci G, Vicenti I, Sasset L, Caucci S, Corvaro B, Ippoliti S, Acciarri C, De Pace V, Lanfranchi L, Bellocchi MC, Giurato G, Ferrarese R, Lagioia A, Francisci D, Colombo ML, Lazzarin S, Ogliastro M, Cappelletti MR, Iannetta M, Rizzo F, Torti C, Fumi M, d’Avenia M, Brusa S, Greco F, Menchise A, Letizia V, Vaccaro E, Santoro CR, Fraccalvieri C, Testa S, Carioti L, Rocco T, Saracino A, Cattelan A, Clementi M, Sarmati L, Riva A, Galli M, Antinori S, Zehender G. Epidemiological and Clinical Features of SARS-CoV-2 Variants Circulating between April-December 2021 in Italy. Viruses 2022; 14:v14112508. [PMID: 36423117 PMCID: PMC9699621 DOI: 10.3390/v14112508] [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: 09/14/2022] [Revised: 11/03/2022] [Accepted: 11/09/2022] [Indexed: 11/16/2022] Open
Abstract
SARS-CoV-2 is constantly evolving, leading to new variants. We analysed data from 4400 SARS-CoV-2-positive samples in order to pursue epidemiological variant surveillance and to evaluate their impact on public health in Italy in the period of April-December 2021. The main circulating strain (76.2%) was the Delta variant, followed by the Alpha (13.3%), the Omicron (5.3%), and the Gamma variants (2.9%). The B.1.1 lineages, Eta, Beta, Iota, Mu, and Kappa variants, represented around 1% of cases. There were 48.2% of subjects who had not been vaccinated, and they had a lower median age compared to the vaccinated subjects (47 vs. 61 years). An increasing number of infections in the vaccinated subjects were observed over time, with the highest proportion in November (85.2%). The variants correlated with clinical status; the largest proportion of symptomatic patients (59.6%) was observed with the Delta variant, while subjects harbouring the Gamma variant showed the highest proportion of asymptomatic infection (21.6%), albeit also deaths (5.4%). The Omicron variant was only found in the vaccinated subjects, of which 47% had been hospitalised. The diffusivity and pathogenicity associated with the different SARS-CoV-2 variants are likely to have relevant public health implications, both at the national and international levels. Our study provides data on the rapid changes in the epidemiological landscape of the SARS-CoV-2 variants in Italy.
Collapse
Affiliation(s)
- Alessia Lai
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
- Correspondence: ; Tel.: +39-0250319775
| | - Annalisa Bergna
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Carla Della Ventura
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Stefano Menzo
- Virology Unit, Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, 60131 Ancona, Italy
| | | | - Fabio Sagradi
- Unit of Infectious Diseases, Azienda Socio Sanitaria Territoriale Cremona, 26100 Cremona, Italy
| | | | - Alessandro Weisz
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, 84084 Salerno, Italy
| | - Nicola Clementi
- Laboratory of Microbiology and Virology, Università “Vita-Salute” San Raffaele, 20158 Milan, Italy
| | | | - Ilaria Vicenti
- Department of Medical Biotechnologies, University of Siena, 53100 Siena, Italy
| | - Lolita Sasset
- Infectious Diseases Unit, Azienda Ospedale Università di Padova, 35128 Padova, Italy
| | - Sara Caucci
- Virology Unit, Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, 60131 Ancona, Italy
| | - Benedetta Corvaro
- Virology Unit, Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, 60131 Ancona, Italy
| | - Silvia Ippoliti
- Virology Unit, Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, 60131 Ancona, Italy
| | - Carla Acciarri
- Virology Unit, Department of Biomedical Sciences and Public Health, Polytechnic University of Marche, 60131 Ancona, Italy
| | | | - Leonardo Lanfranchi
- Unit of Infectious Diseases, Azienda Socio Sanitaria Territoriale Cremona, 26100 Cremona, Italy
| | - Maria C. Bellocchi
- Department of Experimental Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Giorgio Giurato
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, 84084 Salerno, Italy
| | - Roberto Ferrarese
- Laboratory of Microbiology and Virology, Università “Vita-Salute” San Raffaele, 20158 Milan, Italy
| | | | - Daniela Francisci
- Department of Medicine and Surgery, Clinic of Infectious Diseases, Santa Maria della Misericordia Hospital, University of Perugia, 06123 Perugia, Italy
| | - Martina L. Colombo
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Samuel Lazzarin
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Matilde Ogliastro
- Department of Health Sciences (DISSAL), University of Genoa, 16126 Genoa, Italy
| | - Maria R. Cappelletti
- Unit of Infectious Diseases, Azienda Socio Sanitaria Territoriale Cremona, 26100 Cremona, Italy
| | - Marco Iannetta
- Infectious Disease Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Francesca Rizzo
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, 84084 Salerno, Italy
| | - Carlo Torti
- Infectious and Tropical Disease Unit, Department of Medical and Surgical Sciences, Magna Graecia University of Catanzaro, 88100 Catanzaro, Italy
| | - Maurizio Fumi
- UOC Patologia Clinica, AO San Pio Benevento, 82100 Benevento, Italy
| | - Morena d’Avenia
- UOSVD di Citopatologia e Screening, Department of Laboratory Medicines, 70131 Bari, Italy
| | - Stefano Brusa
- Department of Translational Medical Sciences, Università Federico II, 80138 Naples, Italy
| | - Francesca Greco
- UOC Microbiologia e Virologia, PO Cosenza, 87100 Cosenza, Italy
| | - Angela Menchise
- Microbiology and Virology Laboratory, A.O.R. San Carlo Potenza, 85100 Potenza, Italy
| | - Vittoria Letizia
- UOSD Genetics and Molecular Biology, AORN Sant’Anna e San Sebastiano di Caserta, 81100 Caserta, Italy
| | - Emilia Vaccaro
- Molecular Biology Units, AOU ‘S. Giovanni di Dio e Ruggi d’Aragona’ Università di Salerno, 84131 Salerno, Italy
| | | | | | - Sophie Testa
- Unit of Infectious Diseases, Azienda Socio Sanitaria Territoriale Cremona, 26100 Cremona, Italy
| | - Luca Carioti
- Department of Experimental Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Teresa Rocco
- Laboratory of Molecular Medicine and Genomics, Department of Medicine, Surgery and Dentistry ‘Scuola Medica Salernitana’, University of Salerno, 84084 Salerno, Italy
| | | | - Annamaria Cattelan
- Infectious Diseases Unit, Azienda Ospedale Università di Padova, 35128 Padova, Italy
| | - Massimo Clementi
- Laboratory of Microbiology and Virology, Università “Vita-Salute” San Raffaele, 20158 Milan, Italy
| | - Loredana Sarmati
- Infectious Disease Unit, Department of Systems Medicine, University of Rome Tor Vergata, 00133 Rome, Italy
| | - Agostino Riva
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Massimo Galli
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Spinello Antinori
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | - Gianguglielmo Zehender
- Department of Biomedical and Clinical Sciences, Università degli Studi di Milano, 20174 Milan, Italy
| | | |
Collapse
|
25
|
Wagoner J, Herring S, Hsiang TY, Ianevski A, Biering SB, Xu S, Hoffmann M, Pöhlmann S, Gale M, Aittokallio T, Schiffer JT, White JM, Polyak SJ. Combinations of Host- and Virus-Targeting Antiviral Drugs Confer Synergistic Suppression of SARS-CoV-2. Microbiol Spectr 2022; 10:e0333122. [PMID: 36190406 PMCID: PMC9718484 DOI: 10.1128/spectrum.03331-22] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2022] [Accepted: 09/12/2022] [Indexed: 02/08/2023] Open
Abstract
Three directly acting antivirals (DAAs) demonstrated substantial reduction in COVID-19 hospitalizations and deaths in clinical trials. However, these agents did not completely prevent severe illness and are associated with cases of rebound illness and viral shedding. Combination regimens can enhance antiviral potency, reduce the emergence of drug-resistant variants, and lower the dose of each component in the combination. Concurrently targeting virus entry and virus replication offers opportunities to discover synergistic drug combinations. While combination antiviral drug treatments are standard for chronic RNA virus infections, no antiviral combination therapy has been approved for SARS-CoV-2. Here, we demonstrate that combining host-targeting antivirals (HTAs) that target TMPRSS2 and hence SARS-CoV-2 entry, with the DAA molnupiravir, which targets SARS-CoV-2 replication, synergistically suppresses SARS-CoV-2 infection in Calu-3 lung epithelial cells. Strong synergy was observed when molnupiravir, an oral drug, was combined with three TMPRSS2 (HTA) oral or inhaled inhibitors: camostat, avoralstat, or nafamostat. The combination of camostat plus molnupiravir was also effective against the beta and delta variants of concern. The pyrimidine biosynthesis inhibitor brequinar combined with molnupiravir also conferred robust synergistic inhibition. These HTA+DAA combinations had similar potency to the synergistic all-DAA combination of molnupiravir plus nirmatrelvir, the protease inhibitor found in paxlovid. Pharmacodynamic modeling allowed estimates of antiviral potency at all possible concentrations of each agent within plausible therapeutic ranges, suggesting possible in vivo efficacy. The triple combination of camostat, brequinar, and molnupiravir further increased antiviral potency. These findings support the development of HTA+DAA combinations for pandemic response and preparedness. IMPORTANCE Imagine a future viral pandemic where if you test positive for the new virus, you can quickly take some medicines at home for a few days so that you do not get too sick. To date, only single drugs have been approved for outpatient use against SARS-CoV-2, and we are learning that these have some limitations and may succumb to drug resistance. Here, we show that combinations of two oral drugs are better than the single ones in blocking SARS-CoV-2, and we use mathematical modeling to show that these drug combinations are likely to work in people. We also show that a combination of three oral drugs works even better at eradicating the virus. Our findings therefore bode well for the development of oral drug cocktails for at home use at the first sign of an infection by a coronavirus or other emerging viral pathogens.
Collapse
Affiliation(s)
- Jessica Wagoner
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA
| | - Shawn Herring
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA
| | - Tien-Ying Hsiang
- Department of Immunology, University of Washington, Seattle, Washington, USA
| | - Aleksandr Ianevski
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
| | - Scott B. Biering
- Division of Infectious Diseases and Vaccinology, School of Public Health, University of California—Berkeley, Berkeley, California, USA
| | - Shuang Xu
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Markus Hoffmann
- Infection Biology Unit, German Primate Center, Leibniz Institute for Primate Research, Göttingen, Germany
- Faculty of Biology and Psychology, University of Göttingen, Göttingen, Germany
| | - Stefan Pöhlmann
- Infection Biology Unit, German Primate Center, Leibniz Institute for Primate Research, Göttingen, Germany
- Faculty of Biology and Psychology, University of Göttingen, Göttingen, Germany
| | - Michael Gale
- Department of Immunology, University of Washington, Seattle, Washington, USA
| | - Tero Aittokallio
- Institute for Molecular Medicine Finland (FIMM), HiLIFE, University of Helsinki, Helsinki, Finland
- Oslo Centre for Biostatistics and Epidemiology, University of Oslo and Oslo University Hospital, Oslo, Norway
| | - Joshua T. Schiffer
- Vaccine and Infectious Diseases Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
- Division of Allergy and Infectious Disease, University of Washington, Seattle, Washington, USA
- Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Judith M. White
- Department of Cell Biology, University of Virginia, Charlottesville, Virginia, USA
- Department of Microbiology, University of Virginia, Charlottesville, Virginia, USA
| | - Stephen J. Polyak
- Virology Division, Department of Laboratory Medicine and Pathology, University of Washington, Seattle, Washington, USA
- Department of Global Health, University of Washington, Seattle, Washington, USA
- Department of Microbiology, University of Washington, Seattle, Washington, USA
| |
Collapse
|
26
|
Takke A, Zarekar M, Muthuraman V, Ashar A, Patil K, Badhavkar A, Trivedi J, Khargekar N, Madkaikar M, Banerjee A. Comparative study of clinical features and vaccination status in Omicron and non-Omicron infected patients during the third wave in Mumbai, India. J Family Med Prim Care 2022; 11:6135-6142. [PMID: 36618147 PMCID: PMC9810849 DOI: 10.4103/jfmpc.jfmpc_430_22] [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: 02/20/2022] [Revised: 05/06/2022] [Accepted: 05/11/2022] [Indexed: 11/11/2022] Open
Abstract
Objectives The Omicron variant-mediated COVID-19 wave is responsible for a global tsunami of cases. There is scarce data about the clinical and epidemiological characteristic analyses of the third wave. We present the data of COVID-19 patients from Mumbai region during the early third wave by taking S-gene target failure (SGTF) as a proxy for probable Omicron cases. Methods We collected retrospective data of RT-PCR-confirmed (COVID-19) patients, and measured the proportion of possible Omicron cases by SGTF. We segregated and analyzed the clinical and lab data of patients with outcomes such as differing symptoms, vaccination coverage, previous infection, and travel history. We also performed a trend analysis of Mumbai's COVID-19 data before and during the third wave. Results All patients had mild clinical symptoms while few were asymptomatic. Myalgia was more significantly present in SGTF/Omicron cases compared to non-SGTF/Delta patients. Out of the total 101 COVID-positive individuals, 94 individuals (93%) had taken two doses of COVID vaccine. Among these 94 individuals, 9 (8.9%) had been previously infected with COVID 19 in the first or second waves. 77.7% of the previously infected were now infected with Omicron variant and only 22.3% by a non-Omicron variant. Conclusion Rapid rise and fall during the third wave in Mumbai was due to Omicron cases gradually replacing Delta. The overall milder clinical spectrum in both Omicron and Delta cases imply that vaccines might not be effective against re-infection but can attenuate disease severity and mortality, as evident by high coverage of vaccination in the country.
Collapse
Affiliation(s)
- Apurva Takke
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Mohini Zarekar
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Vigneshwaran Muthuraman
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Aditee Ashar
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Kranti Patil
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Anagha Badhavkar
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Jayshil Trivedi
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Naveen Khargekar
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Manisha Madkaikar
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India
| | - Anindita Banerjee
- ICMR- National Institute of Immunohaematology (NIIH), KEM Hospital Campus, Mumbai, Maharashtra, India,Address for correspondence: Dr. Anindita Banerjee, Scientist E (Medical), Head, Department of Transfusion Transmitted Diseases, ICMR- National Institute of Immunohaematology, 13th Floor, New Multistoreyed Building, KEM Hospital Campus, Parel, Mumbai - 400 012, Maharashtra, India. E-mail:
| |
Collapse
|
27
|
Heyer A, Günther T, Robitaille A, Lütgehetmann M, Addo MM, Jarczak D, Kluge S, Aepfelbacher M, Schulze Zur Wiesch J, Fischer N, Grundhoff A. Remdesivir-induced emergence of SARS-CoV2 variants in patients with prolonged infection. Cell Rep Med 2022; 3:100735. [PMID: 36075217 PMCID: PMC9378267 DOI: 10.1016/j.xcrm.2022.100735] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 06/19/2022] [Accepted: 08/12/2022] [Indexed: 04/09/2023]
Abstract
We here investigate the impact of antiviral treatments such as remdesivir on intra-host genomic diversity and emergence of SARS-CoV2 variants in patients with a prolonged course of infection. Sequencing and variant analysis performed in 112 longitudinal respiratory samples from 14 SARS-CoV2-infected patients with severe disease progression show that major frequency variants do not generally arise during prolonged infection. However, remdesivir treatment can increase intra-host genomic diversity and result in the emergence of novel major variant species harboring fixed mutations. This is particularly evident in a patient with B cell depletion who rapidly developed mutations in the RNA-dependent RNA polymerase gene following remdesivir treatment. Remdesivir treatment-associated emergence of novel variants is of great interest in light of current treatment guidelines for hospitalized patients suffering from severe SARS-CoV2 disease, as well as the potential use of remdesivir to preventively treat non-hospitalized patients at high risk for severe disease progression.
Collapse
Affiliation(s)
- Andreas Heyer
- I. Department of Medicine, Gastroenterology and Hepatology, Sections of Infectious Diseases and Tropical Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | | | | | - Marc Lütgehetmann
- Institute for Medical Microbiology, Virology and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Marylyn M Addo
- I. Department of Medicine, Gastroenterology and Hepatology, Sections of Infectious Diseases and Tropical Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; German Center for Infection Research (DZIF), Hamburg-Borstel-Lübeck-Riems, Germany; Institute of Infection Research and Vaccine Development (IIRVD), University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Dominik Jarczak
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Stefan Kluge
- Department of Intensive Care Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Aepfelbacher
- Institute for Medical Microbiology, Virology and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Julian Schulze Zur Wiesch
- I. Department of Medicine, Gastroenterology and Hepatology, Sections of Infectious Diseases and Tropical Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany; German Center for Infection Research (DZIF), Hamburg-Borstel-Lübeck-Riems, Germany
| | - Nicole Fischer
- Institute for Medical Microbiology, Virology and Hygiene, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
| | | |
Collapse
|
28
|
Gu H, Quadeer AA, Krishnan P, Ng DY, Chang LD, Liu GY, Cheng SS, Lam TT, Peiris M, McKay MR, Poon LL. Within-host diversity of SARS-CoV-2 lineages and effect of vaccination. RESEARCH SQUARE 2022:rs.3.rs-1927944. [PMID: 35982671 PMCID: PMC9387541 DOI: 10.21203/rs.3.rs-1927944/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
Viral and host factors can shape SARS-CoV-2 within-host viral diversity and virus evolution. However, little is known about lineage-specific and vaccination-specific mutations that occur within individuals. Here we analysed deep sequencing data from 2,146 SARS-CoV-2 samples with different viral lineages to describe the patterns of within-host diversity in different conditions, including vaccine-breakthrough infections. Variant of Concern (VOC) Alpha, Delta, and Omicron samples were found to have higher within-host nucleotide diversity while being under weaker purifying selection at full genome level compared to non-VOC SARS-CoV-2 viruses. Breakthrough Delta and Omicron infections in Comirnaty and CoronaVac vaccinated individuals appeared to have higher within-host purifying selection at the full-genome and/or Spike gene levels. Vaccine-induced antibody or T cell responses did not appear to have significant impact on within-host SARS-CoV-2 evolution. Our findings suggest that vaccination does not increase SARS-CoV-2 protein sequence space and may not facilitate emergence of more viral variants.
Collapse
Affiliation(s)
- Haogao Gu
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Ahmed Abdul Quadeer
- Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Pavithra Krishnan
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Daisy Y.M. Ng
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Lydia D.J Chang
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Gigi Y.Z. Liu
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Samuel S.M. Cheng
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Tommy T.Y. Lam
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- Centre for Immunology & Infection, Hong Kong Science and Technology Park, Hong Kong, China
- Laboratory of Data Discovery for Health, Hong Kong Science and Technology Park, Hong Kong, China
| | - Malik Peiris
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- Centre for Immunology & Infection, Hong Kong Science and Technology Park, Hong Kong, China
- HKU-Pasteur Research Pole, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| | - Matthew R. McKay
- Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
- Department of Electrical and Electronic Engineering, University of Melbourne, Parkville, VIC 3010, Australia
- Department of Microbiology and Immunology, The Peter Doherty Institute for Infection and Immunity, University of Melbourne, Melbourne, VIC 3000, Australia
- Department of Chemical and Biological Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China
| | - Leo L.M. Poon
- School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
- Centre for Immunology & Infection, Hong Kong Science and Technology Park, Hong Kong, China
- HKU-Pasteur Research Pole, School of Public Health, LKS Faculty of Medicine, The University of Hong Kong, Hong Kong, China
| |
Collapse
|
29
|
Laracy JC, Kamboj M, Vardhana SA. Long and persistent COVID-19 in patients with hematologic malignancies: from bench to bedside. Curr Opin Infect Dis 2022; 35:271-279. [PMID: 35849516 PMCID: PMC9922441 DOI: 10.1097/qco.0000000000000841] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
PURPOSE OF REVIEW Cancer patients, especially those with hematologic malignancies, are at increased risk for coronavirus disease 2019 (COVID-19)-related complications and mortality. We describe the incidence, clinical characteristics, risk factors, and outcomes of persistent COVID-19 infection in patients with hematologic malignancies. RECENT FINDINGS The syndrome of persistent COVID-19 in patients with hematologic malignancies manifests as a chronic protracted illness marked by waxing and waning or progressive respiratory symptoms and prolonged viral shedding. Immunosuppressed patients with lymphoid malignancies may serve as partially immune reservoirs for the generation of immune-evasive viral escape mutants. SUMMARY Persistent COVID-19 infection is a unique concern in patients with hematologic malignancies. While vaccination against severe acute respiratory syndrome coronavirus 2 has reduced the overall burden of COVID-19 in patients with hematologic cancers, whether vaccination or other novel treatments for COVID-19 prevent or alleviate this syndrome remains to be determined.
Collapse
Affiliation(s)
- Justin C. Laracy
- Infectious Diseases, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Infection Control, Division of Quality and Safety, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Mini Kamboj
- Infectious Diseases, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Infection Control, Division of Quality and Safety, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Santosha A. Vardhana
- Lymphoma Service, Division of Hematologic Malignancies, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
- Human Oncology and Pathogenesis Program, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| |
Collapse
|
30
|
Qu P, Faraone JN, Evans JP, Zheng YM, Carlin C, Lozanski G, Saif LJ, Oltz EM, Gumina RJ, Liu SL. Durability of the Neutralizing Antibody Response to mRNA Booster Vaccination Against SARS-CoV-2 BA.2.12.1 and BA.4/5 Variants. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.07.21.501010. [PMID: 35898337 PMCID: PMC9327628 DOI: 10.1101/2022.07.21.501010] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The recent emergence of the SARS-CoV-2 BA.4/5 and BA.2.12.1 variants has led to rising COVID-19 case numbers and concerns over the continued efficacy of mRNA booster vaccination. Here we examine the durability of neutralizing antibody (nAb) responses against these SARS-CoV-2 Omicron subvariants in a cohort of health care workers 1-40 weeks after mRNA booster dose administration. Neutralizing antibody titers fell by ~1.5-fold 4-6 months and by ~2.5-fold 7-9 months after booster dose, with average nAb titers falling by 11-15% every 30 days, far more stable than two dose induced immunity. Notably, nAb titers from booster recipients against SARS-CoV-2 BA.1, BA.2.12.1, and BA.4/5 variants were ~4.7-, 7.6-, and 13.4-fold lower than against the ancestral D614G spike. However, the rate of waning of booster dose immunity was comparable across variants. Importantly, individuals reporting prior infection with SARS-CoV-2 exhibited significantly higher nAb titers compared to those without breakthrough infection. Collectively, these results highlight the broad and stable neutralizing antibody response induced by mRNA booster dose administration, implicating a significant role of virus evolution to evade nAb specificity, versus waning humoral immunity, in increasing rates of breakthrough infection.
Collapse
Affiliation(s)
- Panke Qu
- Center for Retrovirus Research, The Ohio State University, Columbus, OH 43210, USA
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH 43210, USA
| | - Julia N. Faraone
- Center for Retrovirus Research, The Ohio State University, Columbus, OH 43210, USA
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH 43210, USA
- Molecular, Cellular, and Developmental Biology Program, The Ohio State University, Columbus, OH 43210, USA
| | - John P. Evans
- Center for Retrovirus Research, The Ohio State University, Columbus, OH 43210, USA
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH 43210, USA
- Molecular, Cellular, and Developmental Biology Program, The Ohio State University, Columbus, OH 43210, USA
| | - Yi-Min Zheng
- Center for Retrovirus Research, The Ohio State University, Columbus, OH 43210, USA
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH 43210, USA
| | - Claire Carlin
- Department of Internal Medicine, Division of Cardiovascular Medicine, The Ohio State University, Columbus, OH 43210, USA
| | - Gerard Lozanski
- Department of Pathology, The Ohio State University, Columbus, OH 43210, USA
| | - Linda J. Saif
- Center for Food Animal Health, Animal Sciences Department, OARDC, College of Food, Agricultural and Environmental Sciences, The Ohio State University, Wooster, OH 44691, USA
- Veterinary Preventive Medicine Department, College of Veterinary Medicine, The Ohio State University, Wooster, OH 44691, USA
- Viruses and Emerging Pathogens Program, Infectious Diseases Institute, The Ohio State University, Columbus, OH 43210, USA
| | - Eugene M. Oltz
- Department of Microbial Infection and Immunity, The Ohio State University, Columbus, OH 43210, USA
| | - Richard J. Gumina
- Department of Internal Medicine, Division of Cardiovascular Medicine, The Ohio State University, Columbus, OH 43210, USA
- Dorothy M. Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, 43210, USA
- Department of Physiology and Cell Biology, College of Medicine, The Ohio State University Wexner Medical Center, Columbus, OH, 43210, USA
| | - Shan-Lu Liu
- Center for Retrovirus Research, The Ohio State University, Columbus, OH 43210, USA
- Department of Veterinary Biosciences, The Ohio State University, Columbus, OH 43210, USA
- Viruses and Emerging Pathogens Program, Infectious Diseases Institute, The Ohio State University, Columbus, OH 43210, USA
- Department of Microbial Infection and Immunity, The Ohio State University, Columbus, OH 43210, USA
| |
Collapse
|
31
|
Vassilaki N, Papadimitriou K, Ioannidis A, Papandreou NC, Milona RS, Iconomidou VA, Chatzipanagiotou S. SARS-CoV-2 Amino Acid Mutations Detection in Greek Patients Infected in the First Wave of the Pandemic. Microorganisms 2022; 10:microorganisms10071430. [PMID: 35889149 PMCID: PMC9322066 DOI: 10.3390/microorganisms10071430] [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: 05/26/2022] [Revised: 07/01/2022] [Accepted: 07/11/2022] [Indexed: 01/08/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), a novel virus that belongs to the Coronoviridae family, emerged in December 2019, causing the COVID-19 pandemic in March 2020. Unlike previous SARS and Middle East respiratory syndrome (MERS) outbreaks, this virus has a higher transmissibility rate, albeit a lower case fatality rate, which results in accumulation of a significant number of mutations and a faster evolution rate. Genomic studies on the mutation rate of the virus, as well as the identification of mutations that prevail and their impact on disease severity, are of great importance for pandemic surveillance and vaccine and drug development. Here, we aim to identify mutations on the SARS-CoV-2 viral genome and their effect on the proteins they are located in, in Greek patients infected in the first wave of the pandemic. To this end, we perform SARS-CoV-2 amplicon-based NGS sequencing on nasopharyngeal swab samples from Greek patients and bioinformatic analysis of the results. Although SARS-CoV-2 is considered genetically stable, we discover a variety of mutations on the viral genome. In detail, 18 mutations are detected in total on 10 SARS-CoV-2 isolates. The mutations are located on ORF1ab, S protein, M protein, ORF3a and ORF7a. Sixteen are also detected in patients from other regions around the world, and two are identified for the first time in the present study. Most of them result in amino acid substitutions. These substitutions are analyzed using computational tools, and the results indicate minor or major impact on the proteins’ structural stability, which could probably affect viral transmissibility and pathogenesis. The correlation of these variations with the viral load levels is examined, and their implication for disease severity and the biology of the virus are discussed.
Collapse
Affiliation(s)
- Niki Vassilaki
- Laboratory of Molecular Virology, Hellenic Pasteur Institute, 127 Vasilissis Sofias Avenue, 11521 Athens, Greece; (N.V.); (R.S.M.)
| | - Konstantinos Papadimitriou
- Laboratory of Food Quality Control and Hygiene, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece;
| | - Anastasios Ioannidis
- Department of Nursing, Faculty of Health Sciences, University of Peloponnese, Sehi Area, 22100 Tripoli, Greece;
| | - Nikos C. Papandreou
- Section of Cell Biology and Biophysics, Department of Biology, School of Science, National and Kapodistrian University of Athens, Panepistimiopolis, 15701 Athens, Greece; (N.C.P.); (V.A.I.)
| | - Raphaela S. Milona
- Laboratory of Molecular Virology, Hellenic Pasteur Institute, 127 Vasilissis Sofias Avenue, 11521 Athens, Greece; (N.V.); (R.S.M.)
| | - Vassiliki A. Iconomidou
- Section of Cell Biology and Biophysics, Department of Biology, School of Science, National and Kapodistrian University of Athens, Panepistimiopolis, 15701 Athens, Greece; (N.C.P.); (V.A.I.)
| | - Stylianos Chatzipanagiotou
- Department of Medical Biopathology, Eginition Hospital, Athens Medical School, National and Kapodistrian University of Athens, 72–74 Vasilissis Sofias Avenue, 11528 Athens, Greece
- Correspondence:
| |
Collapse
|
32
|
Prince T, Dong X, Penrice-Randal R, Randle N, Hartley C, Goldswain H, Jones B, Semple MG, Baillie JK, Openshaw PJM, Turtle L, Hughes GL, Anderson ER, Patterson EI, Druce J, Screaton G, Carroll MW, Stewart JP, Hiscox JA. Analysis of SARS-CoV-2 in Nasopharyngeal Samples from Patients with COVID-19 Illustrates Population Variation and Diverse Phenotypes, Placing the Growth Properties of Variants of Concern in Context with Other Lineages. mSphere 2022; 7:e0091321. [PMID: 35491827 PMCID: PMC9241508 DOI: 10.1128/msphere.00913-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 03/18/2022] [Indexed: 01/02/2023] Open
Abstract
New variants of SARS-CoV-2 are continuing to emerge and dominate the global sequence landscapes. Several variants have been labeled variants of concern (VOCs) because they may have a transmission advantage, increased risk of morbidity and/or mortality, or immune evasion upon a background of prior infection or vaccination. Placing the VOCs in context with the underlying variability of SARS-CoV-2 is essential in understanding virus evolution and selection pressures. Dominant genome sequences and the population genetics of SARS-CoV-2 in nasopharyngeal swabs from hospitalized patients were characterized. Nonsynonymous changes at a minor variant level were identified. These populations were generally preserved when isolates were amplified in cell culture. To place the Alpha, Beta, Delta, and Omicron VOCs in context, their growth was compared to clinical isolates of different lineages from earlier in the pandemic. The data indicated that the growth in cell culture of the Beta variant was more than that of the other variants in Vero E6 cells but not in hACE2-A549 cells. Looking at each time point, Beta grew more than the other VOCs in hACE2-A549 cells at 24 to 48 h postinfection. At 72 h postinfection there was no difference in the growth of any of the variants in either cell line. Overall, this work suggested that exploring the biology of SARS-CoV-2 is complicated by population dynamics and that these need to be considered with new variants. In the context of variation seen in other coronaviruses, the variants currently observed for SARS-CoV-2 are very similar in terms of their clinical spectrum of disease. IMPORTANCE SARS-CoV-2 is the causative agent of COVID-19. The virus has spread across the planet, causing a global pandemic. In common with other coronaviruses, SARS-CoV-2 genomes can become quite diverse as a consequence of replicating inside cells. This has given rise to multiple variants from the original virus that infected humans. These variants may have different properties and in the context of a widespread vaccination program may render vaccines less effective. Our research confirms the degree of genetic diversity of SARS-CoV-2 in patients. By comparing the growth of previous variants to the pattern seen with four variants of concern (VOCs) (Alpha, Beta, Delta, and Omicron), we show that, at least in cells, Beta variant growth exceeds that of Alpha, Delta, and Omicron VOCs at 24 to 48 h in both Vero E6 and hACE2-A549 cells, but by 72 h postinfection, the amount of virus is not different from that of the other VOCs.
Collapse
Affiliation(s)
- Tessa Prince
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
| | - Xiaofeng Dong
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Rebekah Penrice-Randal
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Nadine Randle
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Catherine Hartley
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Hannah Goldswain
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Benjamin Jones
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Malcolm G. Semple
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
- Department of Respiratory Medicine, Alder Hey Children’s Hospital, Liverpool, United Kingdom
| | - J. Kenneth Baillie
- The Roslin Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Peter J. M. Openshaw
- National Heart and Lung Institute, Imperial College London, London, United Kingdom
| | - Lance Turtle
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
| | - Grant L. Hughes
- Departments of Vector Biology and Tropical Disease Biology, Center for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Enyia R. Anderson
- Departments of Vector Biology and Tropical Disease Biology, Center for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Edward I. Patterson
- Departments of Vector Biology and Tropical Disease Biology, Center for Neglected Tropical Diseases, Liverpool School of Tropical Medicine, Liverpool, United Kingdom
| | - Julian Druce
- Virus Identification Laboratory, Doherty Institute, University of Melbourne, Melbourne, Australia
| | - Gavin Screaton
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
| | - Miles W. Carroll
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
- Nuffield Department of Medicine, University of Oxford, Oxford, United Kingdom
- Public Health England, Salisbury, United Kingdom
| | - James P. Stewart
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- Department of Infectious Disease, University of Georgia, Georgia, USA
| | - Julian A. Hiscox
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
- NIHR Health Protection Research Unit in Emerging and Zoonotic Infections, Liverpool, United Kingdom
- A*STAR Infectious Diseases Laboratories (A*STAR ID Labs), Agency for Science, Technology and Research (A*STAR), Singapore
| |
Collapse
|
33
|
Caccuri F, Messali S, Bortolotti D, Di Silvestre D, De Palma A, Cattaneo C, Bertelli A, Zani A, Milanesi M, Giovanetti M, Campisi G, Gentili V, Bugatti A, Filippini F, Scaltriti E, Pongolini S, Tucci A, Fiorentini S, d’Ursi P, Ciccozzi M, Mauri P, Rizzo R, Caruso A. Competition for dominance within replicating quasispecies during prolonged SARS-CoV-2 infection in an immunocompromised host. Virus Evol 2022; 8:veac042. [PMID: 35706980 PMCID: PMC9129230 DOI: 10.1093/ve/veac042] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 05/10/2022] [Accepted: 05/20/2022] [Indexed: 11/30/2022] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variants of concern (VOCs) emerge for their capability to better adapt to the human host aimed and enhance human-to-human transmission. Mutations in spike largely contributed to adaptation. Viral persistence is a prerequisite for intra-host virus evolution, and this likely occurred in immunocompromised patients who allow intra-host long-term viral replication. The underlying mechanism leading to the emergence of variants during viral persistence in the immunocompromised host is still unknown. Here, we show the existence of an ensemble of minor mutants in the early biological samples obtained from an immunocompromised patient and their dynamic interplay with the master mutant during a persistent and productive long-term infection. In particular, after 222 days of active viral replication, the original master mutant, named MB610, was replaced by a minor quasispecies (MB61222) expressing two critical mutations in spike, namely Q493K and N501T. Isolation of the two viruses allowed us to show that MB61222 entry into target cells occurred mainly by the fusion at the plasma membrane (PM), whereas endocytosis characterized the entry mechanism used by MB610. Interestingly, coinfection of two human cell lines of different origin with the SARS-CoV-2 isolates highlighted the early and dramatic predominance of MB61222 over MB610 replication. This finding may be explained by a faster replicative activity of MB61222 as compared to MB610 as well as by the capability of MB61222 to induce peculiar viral RNA-sensing mechanisms leading to an increased production of interferons (IFNs) and, in particular, of IFN-induced transmembrane protein 1 (IFITM1) and IFITM2. Indeed, it has been recently shown that IFITM2 is able to restrict SARS-CoV-2 entry occurring by endocytosis. In this regard, MB61222 may escape the antiviral activity of IFITMs by using the PM fusion pathway for entry into the target cell, whereas MB610 cannot escape this host antiviral response during MB61222 coinfection, since it has endocytosis as the main pathway of entry. Altogether, our data support the evidence of quasispecies fighting for host dominance by taking benefit from the cell machinery to restrict the productive infection of competitors in the viral ensemble. This finding may explain, at least in part, the extraordinary rapid worldwide turnover of VOCs that use the PM fusion pathway to enter into target cells over the original pandemic strain.
Collapse
Affiliation(s)
- Francesca Caccuri
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Serena Messali
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Daria Bortolotti
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via Luigi Borsari, 46, Ferrara 44121, Italy
| | - Dario Di Silvestre
- Proteomic and Metabolomic Laboratory, Institute of Biomedical Technologies, National Research Council (ITB-CNR), Via Fratelli Cervi, 201, Segrate 20054, Italy
| | - Antonella De Palma
- Proteomic and Metabolomic Laboratory, Institute of Biomedical Technologies, National Research Council (ITB-CNR), Via Fratelli Cervi, 201, Segrate 20054, Italy
| | - Chiara Cattaneo
- Department of Hematology, ASST Spedali Civili di Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Anna Bertelli
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Alberto Zani
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Maria Milanesi
- Section of Experimental Oncology and Immunology, Department of Molecular and Translational Medicine, University of Brescia, V.le Europa, 11, Brescia 25123, Italy
| | - Marta Giovanetti
- Laboratório de Flavivírus, Instituto Oswaldo Cruz, Fundação Oswaldo Cruz, Av. Brasil, 4365, Manguinhos, Rio de Janeiro 21040-360, Brazil
- Laboratório de Genética Celular e Molecular, Instituto de Ciências Biológicas, Universidade Federal de Minas Gerais, Av. Pres. Antônio Carlos, 6627, Pampulha, Belo Horizonte, Minas Gerais 31270-901, Brazil
| | - Giovanni Campisi
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Valentina Gentili
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via Luigi Borsari, 46, Ferrara 44121, Italy
| | - Antonella Bugatti
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Federica Filippini
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Erika Scaltriti
- Risk Analysis and Genomic Epidemiology Unit, Istituto Zooprofilattico Sperimentale della Lombardia e dell’Emilia-Romagna, Str. dei Mercati, 13a, Parma 43126, Italy
| | - Stefano Pongolini
- Risk Analysis and Genomic Epidemiology Unit, Istituto Zooprofilattico Sperimentale della Lombardia e dell’Emilia-Romagna, Str. dei Mercati, 13a, Parma 43126, Italy
| | - Alessandra Tucci
- Department of Hematology, ASST Spedali Civili di Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Simona Fiorentini
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| | - Pasqualina d’Ursi
- Institute of Technologies in Biomedicine, National Research Council, Via Fratelli Cervi, 201, Segrate 20054, Italy
| | - Massimo Ciccozzi
- Unit of Medical Statistics and Molecular Epidemiology, University Campus Bio-Medico of Rome, Via Álvaro del Portillo, 21, Rome 00128, Italy
| | - Pierluigi Mauri
- Proteomic and Metabolomic Laboratory, Institute of Biomedical Technologies, National Research Council (ITB-CNR), Via Fratelli Cervi, 201, Segrate 20054, Italy
| | - Roberta Rizzo
- Department of Chemical, Pharmaceutical and Agricultural Sciences, University of Ferrara, Via Luigi Borsari, 46, Ferrara 44121, Italy
| | - Arnaldo Caruso
- Section of Microbiology, Department of Molecular and Translational Medicine, University of Brescia, P.le Spedali Civili, 1, Brescia 25123, Italy
| |
Collapse
|
34
|
Martignano F, Di Giorgio S, Mattiuz G, Conticello SG. Commentary on "Poor evidence for host-dependent regular RNA editing in the transcriptome of SARS-CoV-2". J Appl Genet 2022; 63:423-428. [PMID: 35279801 PMCID: PMC8917825 DOI: 10.1007/s13353-022-00688-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2022] [Revised: 02/14/2022] [Accepted: 02/16/2022] [Indexed: 01/10/2023]
Abstract
Analysis of the SARS-CoV-2 transcriptome has revealed a background of low-frequency intra-host genetic changes with a strong bias towards transitions. A similar pattern is also observed when inter-host variability is considered. We and others have shown that the cellular RNA editing machinery based on ADAR and APOBEC host-deaminases could be involved in the onset of SARS-CoV-2 genetic variability. Our hypothesis is based both on similarities with other known forms of viral genome editing and on the excess of transition changes, which is difficult to explain with errors during viral replication. Zong et al. criticize our analysis on both conceptual and technical grounds. While ultimate proof of an involvement of host deaminases in viral RNA editing will depend on experimental validation, here, we address the criticism to suggest that viral RNA editing is the most reasonable explanation for the observed intra- and inter-host variability.
Collapse
Affiliation(s)
- F Martignano
- Core Research Laboratory, ISPRO, 50139, Firenze, Italy
| | - S Di Giorgio
- German Cancer Research Center (DKFZ), Division of Immune Diversity, Foundation Under Public Law, Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - G Mattiuz
- Department of Experimental and Clinical Medicine, University of Florence, 50139, Firenze, Italy
| | - S G Conticello
- Core Research Laboratory, ISPRO, 50139, Firenze, Italy.
- Institute of Clinical Physiology, National Research Council, 56124, Pisa, Italy.
| |
Collapse
|
35
|
Sokhansanj BA, Rosen GL. Mapping Data to Deep Understanding: Making the Most of the Deluge of SARS-CoV-2 Genome Sequences. mSystems 2022; 7:e0003522. [PMID: 35311562 PMCID: PMC9040592 DOI: 10.1128/msystems.00035-22] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/27/2022] [Indexed: 12/22/2022] Open
Abstract
Next-generation sequencing has been essential to the global response to the COVID-19 pandemic. As of January 2022, nearly 7 million severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) sequences are available to researchers in public databases. Sequence databases are an abundant resource from which to extract biologically relevant and clinically actionable information. As the pandemic has gone on, SARS-CoV-2 has rapidly evolved, involving complex genomic changes that challenge current approaches to classifying SARS-CoV-2 variants. Deep sequence learning could be a potentially powerful way to build complex sequence-to-phenotype models. Unfortunately, while they can be predictive, deep learning typically produces "black box" models that cannot directly provide biological and clinical insight. Researchers should therefore consider implementing emerging methods for visualizing and interpreting deep sequence models. Finally, researchers should address important data limitations, including (i) global sequencing disparities, (ii) insufficient sequence metadata, and (iii) screening artifacts due to poor sequence quality control.
Collapse
Affiliation(s)
- Bahrad A. Sokhansanj
- Drexel University, Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Department of Electrical & Computer Engineering, College of Engineering, Philadelphia, Pennsylvania, USA
| | - Gail L. Rosen
- Drexel University, Ecological and Evolutionary Signal-Processing and Informatics Laboratory, Department of Electrical & Computer Engineering, College of Engineering, Philadelphia, Pennsylvania, USA
| |
Collapse
|
36
|
Musso N, Maugeri JG, Bongiorno D, Stracquadanio S, Bartoloni G, Stefani S, Di Stefano ED. SARS-CoV-2's high rate of genetic mutation under immune selective pressure: from oropharyngeal B.1.1.7 to intrapulmonary B.1.533 in a post-vaccine patient. Int J Infect Dis 2022; 118:169-172. [PMID: 35247550 PMCID: PMC8888350 DOI: 10.1016/j.ijid.2022.02.044] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Revised: 02/11/2022] [Accepted: 02/19/2022] [Indexed: 11/20/2022] Open
Abstract
This is the case report of an 84-year-old man affected by COVID-19 between the 2 doses of vaccination, with negative exitus. We analyzed nasopharyngeal samples of viral RNA collected during the disease and nasopharyngeal and lung samples collected postmortem by reverse transcription LAMP (RT-LAMP) PCR and Next Generation Sequencing (NGS). NGS results were analyzed with different bioinformatic tools to define virus lineages and the related single-nucleotide polymorphisms (SNPs). Both lung and nasopharyngeal samples tested positive for SARS-CoV-2 on RT-LAMP. Through bioinformatic analysis, 2 viral RNAs from the nasal swabs, which belonged to the B.1.1.7 lineage, and 1 viral RNA from the lung sample, which belonged to the B.1.533 lineage, were identified. This genetic observation suggested that SARS-CoV-2 tends to change under selective pressure. The high mutation rate of ORFa1b, containing a replicase gene, was a biological image of a complex viral survival system.
Collapse
Affiliation(s)
- Nicolò Musso
- Laboratory of Molecular and Resistant Antibiotic Medical Microbiology (MMAR), Department of Biomedical and Biotechnological Sciences (BIOMETEC), University of Catania, Catania, Italy
| | | | - Dafne Bongiorno
- Laboratory of Molecular and Resistant Antibiotic Medical Microbiology (MMAR), Department of Biomedical and Biotechnological Sciences (BIOMETEC), University of Catania, Catania, Italy
| | - Stefano Stracquadanio
- Laboratory of Molecular and Resistant Antibiotic Medical Microbiology (MMAR), Department of Biomedical and Biotechnological Sciences (BIOMETEC), University of Catania, Catania, Italy
| | | | - Stefania Stefani
- Laboratory of Molecular and Resistant Antibiotic Medical Microbiology (MMAR), Department of Biomedical and Biotechnological Sciences (BIOMETEC), University of Catania, Catania, Italy.
| | | |
Collapse
|
37
|
Francisco Junior RDS, de Almeida LGP, Lamarca AP, Cavalcante L, Martins Y, Gerber AL, Guimarães APDC, Salviano RB, dos Santos FL, de Oliveira TH, de Souza IV, de Carvalho EM, Ribeiro MS, Carvalho S, da Silva FD, Garcia MHDO, de Souza LM, da Silva CG, Ribeiro CLP, Cavalcanti AC, de Mello CMB, Tanuri A, Vasconcelos ATR. Emergence of Within-Host SARS-CoV-2 Recombinant Genome After Coinfection by Gamma and Delta Variants: A Case Report. Front Public Health 2022; 10:849978. [PMID: 35273945 PMCID: PMC8902039 DOI: 10.3389/fpubh.2022.849978] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Accepted: 01/24/2022] [Indexed: 12/13/2022] Open
Abstract
In this study, we report the first case of intra-host SARS-CoV-2 recombination during a coinfection by the variants of concern (VOC) AY.33 (Delta) and P.1 (Gamma) supported by sequencing reads harboring a mosaic of lineage-defining mutations. By using next-generation sequencing reads intersecting regions that simultaneously overlap lineage-defining mutations from Gamma and Delta, we were able to identify a total of six recombinant regions across the SARS-CoV-2 genome within a sample. Four of them mapped in the spike gene and two in the nucleocapsid gene. We detected mosaic reads harboring a combination of lineage-defining mutations from each VOC. To our knowledge, this is the first report of intra-host RNA-RNA recombination between two lineages of SARS-CoV-2, which can represent a threat to public health management during the COVID-19 pandemic due to the possibility of the emergence of viruses with recombinant phenotypes.
Collapse
Affiliation(s)
| | - Luiz G. P. de Almeida
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Alessandra P. Lamarca
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Liliane Cavalcante
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Yasmmin Martins
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | - Alexandra L. Gerber
- Laboratório de Bioinformática, Laboratório Nacional de Computação Científica, Petrópolis, Brazil
| | | | - Ricardo Barbosa Salviano
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Fernanda Leitão dos Santos
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | - Thiago Henrique de Oliveira
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | - Silvia Carvalho
- Secretaria Estadual de Saúde do Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | | | | | | | - Amilcar Tanuri
- Departamento de Genética, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil
| | | |
Collapse
|
38
|
Siddiqui SM, Bowman KA, Zhu AL, Fischinger S, Beger S, Maron JS, Bartsch YC, Atyeo C, Gorman MJ, Yanis A, Hultquist JF, Lorenzo-Redondo R, Ozer EA, Simons LM, Talj R, Rankin DA, Chapman L, Meade K, Steinhart J, Mullane S, Siebert S, Streeck H, Sabeti P, Halasa N, Musk ER, Barouch DH, Menon AS, Nilles EJ, Lauffenburger DA, Alter G. Serological Markers of SARS-CoV-2 Reinfection. mBio 2022; 13:e0214121. [PMID: 35073738 PMCID: PMC8787477 DOI: 10.1128/mbio.02141-21] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 12/13/2021] [Indexed: 01/09/2023] Open
Abstract
As public health guidelines throughout the world have relaxed in response to vaccination campaigns against SARS-CoV-2, it is likely that SARS-CoV-2 will remain endemic, fueled by the rise of more infectious SARS-CoV-2 variants. Moreover, in the setting of waning natural and vaccine immunity, reinfections have emerged across the globe, even among previously infected and vaccinated individuals. As such, the ability to detect reexposure to and reinfection by SARS-CoV-2 is a key component for global protection against this virus and, more importantly, against the potential emergence of vaccine escape mutations. Accordingly, there is a strong and continued need for the development and deployment of simple methods to detect emerging hot spots of reinfection to inform targeted pandemic response and containment, including targeted and specific deployment of vaccine booster campaigns. In this study, we identify simple, rapid immune biomarkers of reinfection in rhesus macaques, including IgG3 antibody levels against nucleocapsid and FcγR2A receptor binding activity of anti-RBD antibodies, that are recapitulated in human reinfection cases. As such, this cross-species analysis underscores the potential utility of simple antibody titers and function as price-effective and scalable markers of reinfection to provide increased resolution and resilience against new outbreaks. IMPORTANCE As public health and social distancing guidelines loosen in the setting of waning global natural and vaccine immunity, a deeper understanding of the immunological response to reexposure and reinfection to this highly contagious pathogen is necessary to maintain public health. Viral sequencing analysis provides a robust but unrealistic means to monitor reinfection globally. The identification of scalable pathogen-specific biomarkers of reexposure and reinfection, however, could significantly accelerate our capacity to monitor the spread of the virus through naive and experienced hosts, providing key insights into mechanisms of disease attenuation. Using a nonhuman primate model of controlled SARS-CoV-2 reexposure, we deeply probed the humoral immune response following rechallenge with various doses of viral inocula. We identified virus-specific humoral biomarkers of reinfection, with significant increases in antibody titer and function upon rechallenge across a range of humoral features, including IgG1 to the receptor binding domain of the spike protein of SARS-CoV-2 (RBD), IgG3 to the nucleocapsid protein (N), and FcγR2A receptor binding to anti-RBD antibodies. These features not only differentiated primary infection from reexposure and reinfection in monkeys but also were recapitulated in a sequencing-confirmed reinfection patient and in a cohort of putatively reinfected humans that evolved a PCR-positive test in spite of preexisting seropositivity. As such, this cross-species analysis using a controlled primate model and human cohorts reveals increases in antibody titers as promising cross-validated serological markers of reinfection and reexposure.
Collapse
Affiliation(s)
- Sameed M. Siddiqui
- Computational and Systems Biology Program, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
| | - Kathryn A. Bowman
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
| | - Alex L. Zhu
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
| | - Stephanie Fischinger
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
- PhD Program in Immunology and Virology, University of Duisburg-Essen, Essen, Germany
| | - Samuel Beger
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Jenny S. Maron
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
- PhD Program in Virology, Division of Medical Sciences, Harvard University, Boston, Massachusetts, USA
| | - Yannic C. Bartsch
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
| | - Caroline Atyeo
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
- PhD Program in Virology, Division of Medical Sciences, Harvard University, Boston, Massachusetts, USA
| | - Matthew J. Gorman
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
| | - Ahmad Yanis
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Judd F. Hultquist
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Center for Pathogen Genomics and Microbial Evolution, Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ramon Lorenzo-Redondo
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Center for Pathogen Genomics and Microbial Evolution, Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Egon A. Ozer
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Center for Pathogen Genomics and Microbial Evolution, Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Lacy M. Simons
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Center for Pathogen Genomics and Microbial Evolution, Institute for Global Health, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Rana Talj
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Danielle A. Rankin
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
- Vanderbilt Epidemiology PhD Program, Vanderbilt University School of Medicine, Nashville, Tennessee, USA
| | - Lindsay Chapman
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Kyle Meade
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Jordan Steinhart
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Sean Mullane
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Suzanne Siebert
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Hendrik Streeck
- Institute of Virology, University Hospital, University of Bonn, and German Center for Infection Research (DZIF), partner site Bonn-Cologne, Cologne, Germany
| | - Pardis Sabeti
- Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA
- Harvard T.H. Chan School of Public Health, Cambridge, Massachusetts, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland, USA
- Massachusetts Consortium on Pathogen Readiness, Boston, Massachusetts, USA
| | - Natasha Halasa
- Department of Pediatrics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Elon R. Musk
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Dan H. Barouch
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
- Brigham and Women’s Hospital, Department of Emergency Medicine, Boston, Massachusetts, USA
- Harvard Medical School, Harvard University, Cambridge, Massachusetts, USA
| | - Anil S. Menon
- Space Exploration Technologies Corp., Hawthorne, California, USA
| | - Eric J. Nilles
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Brigham and Women’s Hospital, Department of Emergency Medicine, Boston, Massachusetts, USA
- Harvard Medical School, Harvard University, Cambridge, Massachusetts, USA
- Harvard Humanitarian Initiative, Boston, Massachusetts, USA
| | - Douglas A. Lauffenburger
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, USA
| | - Galit Alter
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, Massachusetts, USA
- Massachusetts Consortium on Pathogen Readiness, Boston, Massachusetts, USA
| |
Collapse
|
39
|
Manuto L, Grazioli M, Spitaleri A, Fontana P, Bianco L, Bertolotti L, Bado M, Mazzotti G, Bianca F, Onelia F, Lorenzin G, Simeoni F, Lazarevic D, Franchin E, Vecchio CD, Dorigatti I, Tonon G, Cirillo DM, Lavezzo E, Crisanti A, Toppo S. Rapid SARS-CoV-2 Intra-Host and Within-Household Emergence of Novel Haplotypes. Viruses 2022; 14:399. [PMID: 35215992 PMCID: PMC8877413 DOI: 10.3390/v14020399] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 02/11/2022] [Accepted: 02/13/2022] [Indexed: 12/13/2022] Open
Abstract
In February 2020, the municipality of Vo', a small town near Padua (Italy) was quarantined due to the first coronavirus disease 19 (COVID-19)-related death detected in Italy. To investigate the viral prevalence and clinical features, the entire population was swab tested in two sequential surveys. Here we report the analysis of 87 viral genomes, which revealed that the unique ancestor haplotype introduced in Vo' belongs to lineage B, carrying the mutations G11083T and G26144T. The viral sequences allowed us to investigate the viral evolution while being transmitted within and across households and the effectiveness of the non-pharmaceutical interventions implemented in Vo'. We report, for the first time, evidence that novel viral haplotypes can naturally arise intra-host within an interval as short as two weeks, in approximately 30% of the infected individuals, regardless of symptom severity or immune system deficiencies. Moreover, both phylogenetic and minimum spanning network analyses converge on the hypothesis that the viral sequences evolved from a unique common ancestor haplotype that was carried by an index case. The lockdown extinguished both the viral spread and the emergence of new variants.
Collapse
Affiliation(s)
- Laura Manuto
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Marco Grazioli
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Andrea Spitaleri
- Center for Omics Sciences, IRCCS San Raffaele Institute, 20132 Milan, Italy; (A.S.); (F.S.); (D.L.); (G.T.)
| | - Paolo Fontana
- Research and Innovation Center, Edmund Mach Foundation, 38098 San Michele all’Adige, Italy; (P.F.); (L.B.)
| | - Luca Bianco
- Research and Innovation Center, Edmund Mach Foundation, 38098 San Michele all’Adige, Italy; (P.F.); (L.B.)
| | - Luigi Bertolotti
- Department of Veterinary Sciences, University of Torino, Grugliasco, 10095 Turin, Italy;
| | - Martina Bado
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Giorgia Mazzotti
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Federico Bianca
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Francesco Onelia
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Giovanni Lorenzin
- Emerging Bacterial Pathogens Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (G.L.); (D.M.C.)
| | - Fabio Simeoni
- Center for Omics Sciences, IRCCS San Raffaele Institute, 20132 Milan, Italy; (A.S.); (F.S.); (D.L.); (G.T.)
| | - Dejan Lazarevic
- Center for Omics Sciences, IRCCS San Raffaele Institute, 20132 Milan, Italy; (A.S.); (F.S.); (D.L.); (G.T.)
| | - Elisa Franchin
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
- Microbiology and Virology Diagnostic Unit, Padua University Hospital, Via Giustiniani, 35121 Padova, Italy
| | - Claudia Del Vecchio
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
- Microbiology and Virology Diagnostic Unit, Padua University Hospital, Via Giustiniani, 35121 Padova, Italy
| | - Ilaria Dorigatti
- MRC Centre for Global Infectious Disease Analysis, Imperial College London, London SW7 2BX, UK;
| | - Giovanni Tonon
- Center for Omics Sciences, IRCCS San Raffaele Institute, 20132 Milan, Italy; (A.S.); (F.S.); (D.L.); (G.T.)
- Functional Genomics of Cancer Unit, Division of Experimental Oncology, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy
| | - Daniela Maria Cirillo
- Emerging Bacterial Pathogens Unit, Division of Immunology, Transplantation and Infectious Diseases, IRCCS San Raffaele Scientific Institute, 20132 Milan, Italy; (G.L.); (D.M.C.)
| | - Enrico Lavezzo
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
| | - Andrea Crisanti
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
- Microbiology and Virology Diagnostic Unit, Padua University Hospital, Via Giustiniani, 35121 Padova, Italy
- Department of Life Sciences, Imperial College London, London SW7 2BX, UK
| | - Stefano Toppo
- Department of Molecular Medicine, University of Padova, 35121 Padua, Italy; (L.M.); (M.G.); (M.B.); (G.M.); (F.B.); (F.O.); (E.F.); (C.D.V.); (E.L.)
- CRIBI Biotech Center, University of Padova, 35121 Padova, Italy
| |
Collapse
|
40
|
Herlinger AL, Monteiro FLL, D'arc M, Moreira FRR, Westgarth HJ, Galliez RM, Mariani D, da Costa LJ, de Almeida LGP, Voloch CM, Melo ASDO, Aguiar RSD, Dos Santos AFA, Castiñeiras TMPP, de Vasconcelos ATR, João Filho EC, Escosteguy CC, Ferreira Junior ODC, Tanuri A, Higa LM. Identification and characterisation of SARS-CoV-2 and Human alphaherpesvirus 1 from a productive coinfection in a fatal COVID-19 case. Mem Inst Oswaldo Cruz 2022; 116:e210176. [PMID: 35019069 PMCID: PMC8752051 DOI: 10.1590/0074-02760210176] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 10/28/2021] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND During routine Coronavirus disease 2019 (COVID-19) diagnosis, an unusually high viral load was detected by reverse transcription real-time polymerase chain reaction (RT-qPCR) in a nasopharyngeal swab sample collected from a patient with respiratory and neurological symptoms who rapidly succumbed to the disease. Therefore we sought to characterise the infection. OBJECTIVES We aimed to determine and characterise the etiological agent responsible for the poor outcome. METHODS Classical virological methods, such as plaque assay and plaque reduction neutralisation test combined with amplicon-based sequencing, as well as a viral metagenomic approach, were performed to characterise the etiological agents of the infection. FINDINGS Plaque assay revealed two distinct plaque phenotypes, suggesting either the presence of two severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) strains or a productive coinfection of two different species of virus. Amplicon-based sequencing did not support the presence of any SARS-CoV-2 genetic variants that would explain the high viral load and suggested the presence of a single SARS-CoV-2 strain. Nonetheless, the viral metagenomic analysis revealed that Coronaviridae and Herpesviridae were the predominant virus families within the sample. This finding was confirmed by a plaque reduction neutralisation test and PCR. MAIN CONCLUSIONS We characterised a productive coinfection of SARS-CoV-2 and Herpes simplex virus 1 (HSV-1) in a patient with severe symptoms that succumbed to the disease. Although we cannot establish the causal relationship between the coinfection and the severity of the clinical case, this work serves as a warning for future studies focused on the interplay between SARS-CoV-2 and HSV-1 coinfection and COVID-19 severity.
Collapse
Affiliation(s)
- Alice Laschuk Herlinger
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Fábio Luís Lima Monteiro
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Mirela D'arc
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Diversidade e Doenças Virais, Rio de Janeiro, RJ, Brasil
| | - Filipe Romero Rebello Moreira
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Harrison James Westgarth
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Rafael Mello Galliez
- Hospital Federal dos Servidores do Estado do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | - Diana Mariani
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Luciana Jesus da Costa
- Universidade Federal do Rio de Janeiro, Instituto de Microbiologia Paulo de Góes, Departamento de Virologia, Laboratório de Genética e Imunologia das Infecções Virais, Rio de Janeiro, RJ, Brasil
| | | | - Carolina Moreira Voloch
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | -
- Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
| | | | - Renato Santana de Aguiar
- Universidade Federal de Minas Gerais, Instituto de Ciências Biológicas, Departamento de Genética, Ecologia e Evolução, Belo Horizonte, MG, Brasil
| | - André Felipe Andrade Dos Santos
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Diversidade e Doenças Virais, Rio de Janeiro, RJ, Brasil
| | | | | | | | | | - Orlando da Costa Ferreira Junior
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Amilcar Tanuri
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| | - Luiza Mendonça Higa
- Universidade Federal do Rio de Janeiro, Instituto de Biologia, Departamento de Genética, Laboratório de Virologia Molecular, Rio de Janeiro, RJ, Brasil
| |
Collapse
|
41
|
Gallego-García P, Varela N, Estévez-Gómez N, De Chiara L, Fernández-Silva I, Valverde D, Sapoval N, Treangen TJ, Regueiro B, Cabrera-Alvargonzález JJ, del Campo V, Pérez S, Posada D. OUP accepted manuscript. Virus Evol 2022; 8:veac008. [PMID: 35242361 PMCID: PMC8889950 DOI: 10.1093/ve/veac008] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 12/21/2021] [Accepted: 02/04/2022] [Indexed: 11/23/2022] Open
Abstract
A detailed understanding of how and when severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) transmission occurs is crucial for designing effective prevention measures. Other than contact tracing, genome sequencing provides information to help infer who infected whom. However, the effectiveness of the genomic approach in this context depends on both (high enough) mutation and (low enough) transmission rates. Today, the level of resolution that we can obtain when describing SARS-CoV-2 outbreaks using just genomic information alone remains unclear. In order to answer this question, we sequenced forty-nine SARS-CoV-2 patient samples from ten local clusters in NW Spain for which partial epidemiological information was available and inferred transmission history using genomic variants. Importantly, we obtained high-quality genomic data, sequencing each sample twice and using unique barcodes to exclude cross-sample contamination. Phylogenetic and cluster analyses showed that consensus genomes were generally sufficient to discriminate among independent transmission clusters. However, levels of intrahost variation were low, which prevented in most cases the unambiguous identification of direct transmission events. After filtering out recurrent variants across clusters, the genomic data were generally compatible with the epidemiological information but did not support specific transmission events over possible alternatives. We estimated the effective transmission bottleneck size to be one to two viral particles for sample pairs whose donor–recipient relationship was likely. Our analyses suggest that intrahost genomic variation in SARS-CoV-2 might be generally limited and that homoplasy and recurrent errors complicate identifying shared intrahost variants. Reliable reconstruction of direct SARS-CoV-2 transmission based solely on genomic data seems hindered by a slow mutation rate, potential convergent events, and technical artifacts. Detailed contact tracing seems essential in most cases to study SARS-CoV-2 transmission at high resolution.
Collapse
Affiliation(s)
| | - Nair Varela
- CINBIO, Universidade de Vigo, Vigo 36310, Spain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
| | - Nuria Estévez-Gómez
- CINBIO, Universidade de Vigo, Vigo 36310, Spain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
| | - Loretta De Chiara
- CINBIO, Universidade de Vigo, Vigo 36310, Spain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
| | - Iria Fernández-Silva
- Department of Biochemistry, Genetics, and Immunology, Universidade de Vigo, Vigo 36310, Spain
| | - Diana Valverde
- CINBIO, Universidade de Vigo, Vigo 36310, Spain
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
- Department of Biochemistry, Genetics, and Immunology, Universidade de Vigo, Vigo 36310, Spain
| | | | | | - Benito Regueiro
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
- Department of Microbiology, Complexo Hospitalario Universitario de Vigo (CHUVI), Sergas, Vigo 36213, Spain
- Microbiology and Parasitology Department, Medicine and Odontology, Universidade de Santiago, Santiago de Compostela 15782, Spain
| | - Jorge Julio Cabrera-Alvargonzález
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
- Department of Microbiology, Complexo Hospitalario Universitario de Vigo (CHUVI), Sergas, Vigo 36213, Spain
| | - Víctor del Campo
- Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO
- Department of Preventive Medicine, Complexo Hospitalario Universitario de Vigo (CHUVI), Sergas, Vigo 36213, Spain
| | | | | |
Collapse
|
42
|
Madden PJ, Arif MS, Becker ME, McRaven MD, Carias AM, Lorenzo-Redondo R, Xiao S, Midkiff CC, Blair RV, Potter EL, Martin-Sancho L, Dodson A, Martinelli E, Todd JPM, Villinger FJ, Chanda SK, Aye PP, Roy CJ, Roederer M, Lewis MG, Veazey RS, Hope TJ. Development of an In Vivo Probe to Track SARS-CoV-2 Infection in Rhesus Macaques. Front Immunol 2021; 12:810047. [PMID: 35003140 PMCID: PMC8739270 DOI: 10.3389/fimmu.2021.810047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Accepted: 12/10/2021] [Indexed: 01/02/2023] Open
Abstract
Infection with the novel coronavirus, SARS-CoV-2, results in pneumonia and other respiratory symptoms as well as pathologies at diverse anatomical sites. An outstanding question is whether these diverse pathologies are due to replication of the virus in these anatomical compartments and how and when the virus reaches those sites. To answer these outstanding questions and study the spatiotemporal dynamics of SARS-CoV-2 infection a method for tracking viral spread in vivo is needed. We developed a novel, fluorescently labeled, antibody-based in vivo probe system using the anti-spike monoclonal antibody CR3022 and demonstrated that it could successfully identify sites of SARS-CoV-2 infection in a rhesus macaque model of COVID-19. Our results showed that the fluorescent signal from our antibody-based probe could differentiate whole lungs of macaques infected for 9 days from those infected for 2 or 3 days. Additionally, the probe signal corroborated the frequency and density of infected cells in individual tissue blocks from infected macaques. These results provide proof of concept for the use of in vivo antibody-based probes to study SARS-CoV-2 infection dynamics in rhesus macaques.
Collapse
Affiliation(s)
- Patrick J. Madden
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Muhammad S. Arif
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Mark E. Becker
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Michael D. McRaven
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Ann M. Carias
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Ramon Lorenzo-Redondo
- Department of Medicine, Division of Infectious Diseases, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Center for Pathogen Genomics and Microbial Evolution, Northwestern University Institute for Global Health, Chicago, IL, United States
| | - Sixia Xiao
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Cecily C. Midkiff
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Robert V. Blair
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Elizabeth Lake Potter
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Laura Martin-Sancho
- Immunity and Pathogenesis Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, United States
| | | | - Elena Martinelli
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - John-Paul M. Todd
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | - Francois J. Villinger
- New Iberia Research Center, University of Louisiana-Lafayette, New Iberia, LA, United States
| | - Sumit K. Chanda
- Immunity and Pathogenesis Program, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, CA, United States
| | - Pyone Pyone Aye
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Chad J. Roy
- Division of Microbiology, Tulane National Primate Research Center, Covington, LA, United States
| | - Mario Roederer
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, United States
| | | | - Ronald S. Veazey
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, United States
| | - Thomas J. Hope
- Department of Cell and Developmental Biology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| |
Collapse
|
43
|
Lippi G, Mattiuzzi C, Henry BM. Updated picture of SARS-CoV-2 variants and mutations. Diagnosis (Berl) 2021; 9:11-17. [PMID: 34958184 DOI: 10.1515/dx-2021-0149] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Accepted: 12/13/2021] [Indexed: 02/06/2023]
Abstract
The worldwide burden of coronavirus disease 2019 (COVID-19) is still unremittingly prosecuting, with nearly 300 million infections and over 5.3 million deaths recorded so far since the origin of the SARS-CoV-2 (severe acute respiratory syndrome coronavirus 2) pandemic at the end of the year 2019. The fight against this new highly virulent beta coronavirus appears one of the most strenuous and long challenges that humanity has ever faced, since a definitive treatment has not been identified so far. The adoption of potentially useful physical preventive measures such as lockdowns, social distancing and face masking seems only partially effective for mitigating viral spread, though efficacy and continuation of such measures on the long term is questionable, due to many social and economic reasons. Many COVID-19 vaccines have been developed and are now widely used, though their effectiveness is challenged by several aspects such as low uptake and limited efficacy in some specific populations, as well as by continuous emergence of new mutations in the SARS-CoV-2 genome, accompanying the origin and spread of new variants, which in turn may contribute to further decrease the effectiveness of current vaccines and treatments. This article is hence aimed to provide an updated picture of SARS-CoV-2 variants and mutations that have emerged from November 2019 to present time (i.e., early December 2021).
Collapse
Affiliation(s)
- Giuseppe Lippi
- Section of Clinical Biochemistry and School of Medicine, University of Verona, Verona, Italy
| | - Camilla Mattiuzzi
- Service of Clinical Governance, Provincial Agency for Social and Sanitary Services, Trento, Italy
| | - Brandon M Henry
- Clinical Laboratory, Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA.,Disease Intervention & Prevention and Population Health Programs, Texas Biomedical Research Institute, San Antonio, TX, USA
| |
Collapse
|
44
|
Leitão IDC, Calil PT, Galliez RM, Moreira FRR, Mariani D, Castiñeiras ACP, da Silva GPD, Maia RA, Corrêa IA, Monteiro FLL, de Souza MRM, Gonçalves CCA, Higa LM, de Jesus Ribeiro L, Fonseca VWP, Bastos VC, Voloch CM, Faffe DS, da Costa Ferreira O, Tanuri A, Castiñeiras TMPP, da Costa LJ. Prolonged SARS-CoV-2 Positivity in Immunocompetent Patients: Virus Isolation, Genomic Integrity, and Transmission Risk. Microbiol Spectr 2021; 9:e0085521. [PMID: 34787498 PMCID: PMC8597635 DOI: 10.1128/spectrum.00855-21] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Accepted: 10/21/2021] [Indexed: 12/23/2022] Open
Abstract
Current guidelines for patient isolation in COVID-19 cases recommend a symptom-based approach, averting the use of control real-time reverse transcription PCR (rRT-PCR) testing. However, we hypothesized that patients with persistently positive results by RT-PCR for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) could be potentially infectious for a prolonged time, even if immunocompetent and asymptomatic, which would demand a longer social isolation period than presently recommended. To test this hypothesis, 72 samples from 51 mildly symptomatic immunocompetent patients with long-lasting positive rRT-PCR results for SARS-CoV-2 were tested for their infectiousness in cell culture. The serological response of samples from those patients and virus genomic integrity were also analyzed. Infectious viruses were successfully isolated from 34.38% (22/64) of nasopharynx samples obtained 14 days or longer after symptom onset. Indeed, we observed successful virus isolation up to 128 days. Complete SARS-COV-2 genome integrity was demonstrated, suggesting the presence of replication-competent viruses. No correlation was found between the isolation of infectious viruses and rRT-PCR cycle threshold values or the humoral immune response. These findings call attention to the need to review current isolation guidelines, particularly in scenarios involving high-risk individuals. IMPORTANCE In this study, we evaluated mildly symptomatic immunocompetent patients with long-lasting positive rRT-PCR results for SARS-CoV-2. Infectious viruses were successfully isolated in cell cultures from nasopharynx samples obtained 14 days or longer after symptom onset. Indeed, we observed successful virus isolation for up to 128 days. Moreover, SARS-CoV-2 genome integrity was demonstrated by sequencing, suggesting the presence of replication-competent viruses. These data point out the risk of continuous SARS-CoV-2 transmission from patients with prolonged detection of SARS-CoV-2 in the upper respiratory tract, which has important implications for current precaution guidelines, particularly in settings where vulnerable individuals may be exposed (e.g., nursing homes and hospitals).
Collapse
Affiliation(s)
- Isabela de Carvalho Leitão
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Pedro Telles Calil
- Laboratório de Genética e Imunologia das Infecções Virais, Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Rafael Mello Galliez
- Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Filipe Romero Rebello Moreira
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Diana Mariani
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | | | - Gustavo Peixoto Duarte da Silva
- Laboratório de Genética e Imunologia das Infecções Virais, Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Richard Araújo Maia
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Isadora Alonso Corrêa
- Laboratório de Genética e Imunologia das Infecções Virais, Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Fábio Luís Lima Monteiro
- Laboratório de Genética e Imunologia das Infecções Virais, Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Marcos Romário Matos de Souza
- Laboratório de Genética e Imunologia das Infecções Virais, Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | | | - Luiza Mendonça Higa
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Liane de Jesus Ribeiro
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | | | - Victoria Cortes Bastos
- Departamento de Doenças Infecciosas e Parasitárias, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Carolina Moreira Voloch
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Débora Souza Faffe
- Instituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Orlando da Costa Ferreira
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | - Amilcar Tanuri
- Laboratório de Virologia Molecular, Instituto de Biologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| | | | - Luciana Jesus da Costa
- Laboratório de Genética e Imunologia das Infecções Virais, Departamento de Virologia, Instituto de Microbiologia Paulo de Góes, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brasil
| |
Collapse
|
45
|
Focosi D, Maggi F, Franchini M, McConnell S, Casadevall A. Analysis of Immune Escape Variants from Antibody-Based Therapeutics against COVID-19: A Systematic Review. Int J Mol Sci 2021; 23:29. [PMID: 35008446 PMCID: PMC8744556 DOI: 10.3390/ijms23010029] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 12/14/2021] [Accepted: 12/17/2021] [Indexed: 12/31/2022] Open
Abstract
The accelerated SARS-CoV-2 evolution under selective pressure by massive deployment of neutralizing antibody-based therapeutics is a concern with potentially severe implications for public health. We review here reports of documented immune escape after treatment with monoclonal antibodies and COVID-19-convalescent plasma (CCP). While the former is mainly associated with specific single amino acid mutations at residues within the receptor-binding domain (e.g., E484K/Q, Q493R, and S494P), a few cases of immune evasion after CCP were associated with recurrent deletions within the N-terminal domain of the spike protein (e.g., ΔHV69-70, ΔLGVY141-144 and ΔAL243-244). The continuous genomic monitoring of non-responders is needed to better understand immune escape frequencies and the fitness of emerging variants.
Collapse
Affiliation(s)
- Daniele Focosi
- North-Western Tuscany Blood Bank, Pisa University Hospital, 56124 Pisa, Italy
| | - Fabrizio Maggi
- Department of Medicine and Surgery, University of Insubria, 21100 Varese, Italy;
- Laboratory of Microbiology, Azienda Socio Sanitaria Territoriale Sette Laghi, 21100 Varese, Italy
| | - Massimo Franchini
- Division of Transfusion Medicine, Carlo Poma Hospital, 46100 Mantua, Italy;
| | - Scott McConnell
- Department of Medicine, Johns Hopkins School of Public Health, Baltimore, MD 21218, USA; (S.M.); (A.C.)
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21218, USA
| | - Arturo Casadevall
- Department of Medicine, Johns Hopkins School of Public Health, Baltimore, MD 21218, USA; (S.M.); (A.C.)
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD 21218, USA
| |
Collapse
|