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Tokhanbigli S, Salami Ghaleh S, Rahimian K, Mahmanzar M, Bayat S, Ahangarzadeh S, Moradi B, Mahmanzar R, Wang Y, Oliver BGG, Deng Y. Intersecting SARS-CoV-2 spike mutations and global vaccine efficacy against COVID-19. Front Immunol 2025; 16:1435873. [PMID: 40124365 PMCID: PMC11925781 DOI: 10.3389/fimmu.2025.1435873] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2024] [Accepted: 02/12/2025] [Indexed: 03/25/2025] Open
Abstract
In line with encountering the world with the emergence of vaccine-resistance variants of SARS-CoV-2, 15,669,529 samples that received COVID-19 vaccines until April 2023 were investigated as two doses in the first phase and booster vaccinations in the second phase. The analysis shows that D614G and P681 mutations occurred in both phases. The E484 and Y655 mutations significantly emerged during the second phase. The 762-889 and 254-381 regions are revealed as conserved parts and could be considered in vaccine design. The Kruskal-Wallis test revealed a significant reduction in single mutations between populations with 20%-50% and those with 70%-100% vaccination coverage (p=0.017). The Mann-Whitney U test proposes a link between vaccination and suppression of viral mutation rates. Dynamic modeling suggests that key mutations have facilitated the virus' evolution and immune escape. The study's findings are crucial for understanding virus genome mutations, especially E614 and P681 in Delta and E484 and H655 in Omicron. This highlights the need to adjust strategies and strengthen global efforts in combating the pandemic.
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Affiliation(s)
- Samaneh Tokhanbigli
- School of Life Sciences, Faculty of Science, University of Technology Sydney, Sydney, NSW, Australia
| | | | - Karim Rahimian
- Institute of Biochemistry and Biophysics (IBB), University of Tehran, Tehran, Iran
| | - Mohammadamin Mahmanzar
- Institute of Biochemistry and Biophysics (IBB), University of Tehran, Tehran, Iran
- Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, United States
| | - Saleha Bayat
- Department of Biology and Research Center for Animal Development Applied Biology, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Shahrzad Ahangarzadeh
- Infectious Diseases and Tropical Medicine Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Bahman Moradi
- Department of Biology, Faculty of Sciences, Shahid Bahonar University of Kerman, Kerman, Iran
| | - Reza Mahmanzar
- Department of Biology, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Yunliang Wang
- Department of Neurology, The Second Affiliated Hospital, Zhengzhou University, Zhengzhou, Henan, China
| | - Brian Gregory George Oliver
- School of Life Sciences, Faculty of Science, University of Technology Sydney, Sydney, NSW, Australia
- Respiratory Cellular and Molecular Biology, Woolcock Institute of Medical Research, Sydney, NSW, Australia
| | - Youping Deng
- Department of Quantitative Health Sciences, John A. Burns School of Medicine, University of Hawaii at Manoa, Honolulu, HI, United States
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Escalera A, Laporte M, Turner S, Karakus U, Gonzalez-Reiche AS, van de Guchte A, Farrugia K, Khalil Z, van Bakel H, Smith D, García-Sastre A, Aydillo T. The impact of S2 mutations on Omicron SARS-CoV-2 cell surface expression and fusogenicity. Emerg Microbes Infect 2024; 13:2297553. [PMID: 38112266 PMCID: PMC10866063 DOI: 10.1080/22221751.2023.2297553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Accepted: 12/17/2023] [Indexed: 12/21/2023]
Abstract
SARS-CoV-2 Omicron subvariants are still emerging and spreading worldwide. These variants contain a high number of polymorphisms in the spike (S) glycoprotein that could potentially impact their pathogenicity and transmission. We have previously shown that the S:655Y and P681H mutations enhance S protein cleavage and syncytia formation. Interestingly, these polymorphisms are present in Omicron S protein. Here, we characterized the cleavage efficiency and fusogenicity of the S protein of different Omicron sublineages. Our results showed that Omicron BA.1 subvariant is efficiently cleaved but it is poorly fusogenic compared to previous SARS-CoV-2 strains. To understand the basis of this phenotype, we generated chimeric S protein using combinations of the S1 and S2 domains from WA1, Delta and Omicron BA.1 variants. We found that the S2 domain of Omicron BA.1 hindered efficient cell-cell fusion. Interestingly, this domain only contains six unique polymorphisms never detected before in ancestral SARS-CoV-2 variants. WA1614G S proteins containing the six individuals S2 Omicron mutations were assessed for their fusogenicity and S surface expression after transfection in cells. Results showed that the S:N856K and N969K substitutions decreased syncytia formation and impacted S protein cell surface levels. However, we observed that "first-generation" Omicron sublineages that emerged subsequently, had convergently evolved to an enhanced fusogenic activity and S expression on the surface of infected cells while "second-generation" Omicron variants have highly diverged and showed lineage-specific fusogenic properties. Importantly, our findings could have potential implications in the improvement and redesign of COVID-19 vaccines.
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Affiliation(s)
- Alba Escalera
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Manon Laporte
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Sam Turner
- Center for Pathogen Evolution, Department of Zoology, University of Cambridge, Cambridge, UK
| | - Umut Karakus
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ana S. Gonzalez-Reiche
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Adriana van de Guchte
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Keith Farrugia
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Zain Khalil
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Harm van Bakel
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Icahn Genomics Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Derek Smith
- Center for Pathogen Evolution, Department of Zoology, University of Cambridge, Cambridge, UK
| | - Adolfo García-Sastre
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Medicine, Division of Infectious Diseases, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Department of Pathology, Molecular and Cell-Based Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- The Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Teresa Aydillo
- Department of Microbiology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
- Global Health and Emerging Pathogens Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Mahmoudi S, Pourakbari B, Benvari S, Hosseinpour Sadeghi R, Abdolsalehi MR, Shahbabaie MA, Jalali F, Safari F, Navaeian A, Mamishi S. Clinical and laboratory features of SARS-CoV-2 variants across multiple rounds of pandemic waves in hospitalized children in an Iranian referral hospital. BMC Pediatr 2023; 23:241. [PMID: 37193986 DOI: 10.1186/s12887-023-04042-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Accepted: 04/27/2023] [Indexed: 05/18/2023] Open
Abstract
BACKGROUND Since the onset of the COVID-19 pandemic, SARS-CoV-2 has evolved into independent new forms, variants of concern (VOCs). While epidemiological data showed increased transmissibility of VOCs, their impact on clinical outcomes is less clear. This study aimed to investigate the differences between the clinical and laboratory features of children infected with VOCs. METHODS This study included all cases with SARS-CoV-2-positive nasopharyngeal swabs obtained from patients referred to Children's Medical Center (CMC), an Iranian referral hospital, between July 2021 and March 2022. The inclusion criteria for this study included all patients, regardless of age, who had a positive test anywhere in the hospital setting. Exclusion criteria for the study included those whose data was obtained from non-hospital outpatient settings, or referred from another hospital. The SARS-CoV-2 genome area encoding the S1 domain was amplified and sequenced. The type of variant in each sample was identified based on the mutations in the S1 gene. Demographic characteristics, clinical data, and laboratory findings were collected from the patient's medical records. RESULTS This study included 87 pediatric cases with confirmed COVID-19, with a median age of 3.5 years (IQR: 1-8.12). Data from sequencing reveals the type of variants as 5 (5.7%) alpha, 53 (60.9%) Delta, and 29 (33.3%) Omicron. The incidence of seizure was higher in patients with Alpha and Omicron infection compared to the Delta group. A higher incidence of diarrhea was reported in Alpha-infected patients, and a higher risk of disease severity, distress, and myalgia was associated with Delta infection. CONCLUSION Laboratory parameters did not mostly differ among the patients infected with Alpha, Delta, and Omicron. However, these variants may manifest different clinical features. Further studies with larger sample sizes are required to fully understand the clinical manifestations of each variant.
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Affiliation(s)
- Shima Mahmoudi
- Pediatric Infectious Disease Research Center, Tehran University of Medical Sciences, Tehran, Iran
- Biotechnology Centre, Silesian University of Technology, Gliwice, 44-100, Poland
| | - Babak Pourakbari
- Pediatric Infectious Disease Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Sepideh Benvari
- Department of Microbiology, Faculty of Medicine, Qazvin University of Medical Sciences, Qazvin, Iran
| | | | - Mohammad Reza Abdolsalehi
- Department of Infectious Diseases, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Ali Shahbabaie
- Department of Infectious Diseases, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Jalali
- Department of Infectious Diseases, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Safari
- Department of Infectious Diseases, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Amene Navaeian
- Department of Infectious Diseases, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran
| | - Setareh Mamishi
- Pediatric Infectious Disease Research Center, Tehran University of Medical Sciences, Tehran, Iran.
- Department of Infectious Diseases, Pediatrics Center of Excellence, Tehran University of Medical Sciences, Tehran, Iran.
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Velásquez García HA, Adu PA, Harrigan S, Wilton J, Rasali D, Binka M, Sbihi H, Smolina K, Janjua NZ. Risk factors for COVID-19 hospitalization after COVID-19 vaccination: a population-based cohort study in Canada. Int J Infect Dis 2023; 127:116-123. [PMID: 36503044 PMCID: PMC9731811 DOI: 10.1016/j.ijid.2022.12.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/10/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022] Open
Abstract
OBJECTIVES With the uptake of COVID-19 vaccines, there is a need for population-based studies to assess risk factors for COVID-19-related hospitalization after vaccination and how they differ from unvaccinated individuals. METHODS We used data from the British Columbia COVID-19 Cohort, a population-based cohort that includes all individuals (aged ≥18 years) who tested positive for SARS-CoV-2 by real-time reverse transcription-polymerase chain reaction from January 1, 2021 (after the start of vaccination program) to December 31, 2021. We used multivariable logistic regression models to assess COVID-19-related hospitalization risk by vaccination status and age group among confirmed COVID-19 cases. RESULTS Of the 162,509 COVID-19 cases included in the analysis, 8,546 (5.3%) required hospitalization. Among vaccinated individuals, an increased odds of hospitalization with increasing age was observed for older age groups, namely those aged 50-59 years (odds ratio [OR] = 2.95, 95% confidence interval [CI]: 2.01-4.33), 60-69 years (OR = 4.82, 95% CI: 3.29, 7.07), 70-79 years (OR = 11.92, 95% CI: 8.02, 17.71), and ≥80 years (OR = 24.25, 95% CI: 16.02, 36.71). However, among unvaccinated individuals, there was a graded increase in odds of hospitalization with increasing age, starting at age group 30-39 years (OR = 2.14, 95% CI: 1.90, 2.41) to ≥80 years (OR = 41.95, 95% CI: 35.43, 49.67). Also, comparing all the age groups to the youngest, the observed magnitude of association was much higher among unvaccinated individuals than vaccinated ones. CONCLUSION Alongside a number of comorbidities, our findings showed a strong association between age and COVID-19-related hospitalization, regardless of vaccination status. However, age-related hospitalization risk was reduced two-fold by vaccination, highlighting the need for vaccination in reducing the risk of severe disease and subsequent COVID-19-related hospitalization across all population groups.
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Affiliation(s)
- Héctor A. Velásquez García
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada,School of Population and Public Health, University of British Columbia, Vancouver, Canada,Corresponding authors
| | - Prince A. Adu
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada,School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Sean Harrigan
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada
| | - James Wilton
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada
| | - Drona Rasali
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada
| | - Mawuena Binka
- School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Hind Sbihi
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada
| | - Kate Smolina
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada,School of Population and Public Health, University of British Columbia, Vancouver, Canada
| | - Naveed Z. Janjua
- Data and Analytic Services, British Columbia Centre for Disease Control, Vancouver, Canada,School of Population and Public Health, University of British Columbia, Vancouver, Canada,Centre for Health Evaluation & Outcome Sciences, St. Paul's Hospital, Vancouver, Canada,Corresponding authors
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