1
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Carmola LR, Roebling AD, Khosravi D, Langsjoen RM, Bombin A, Bixler B, Reid A, Chen C, Wang E, Lu Y, Zheng Z, Zhang R, Nguyen PV, Arthur RA, Fitts E, Gulick DA, Higginbotham D, Taz A, Ahmed A, Crumpler JH, Kraft C, Lam WA, Babiker A, Waggoner JJ, Openo KP, Johnson LM, Westbrook A, Piantadosi A. Viral and host factors associated with SARS-CoV-2 disease severity in Georgia, USA. PLoS One 2025; 20:e0317972. [PMID: 40168303 PMCID: PMC11960886 DOI: 10.1371/journal.pone.0317972] [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: 09/24/2024] [Accepted: 01/07/2025] [Indexed: 04/03/2025] Open
Abstract
While SARS-CoV-2 vaccines have shown strong efficacy, the continued emergence of new viral variants raises concerns about the ongoing and future public health impact of COVID-19, especially in locations with suboptimal vaccination uptake. We investigated viral and host factors, including vaccination status, that were associated with SARS-CoV-2 disease severity in a setting with low vaccination rates. We analyzed clinical and demographic data from 1,957 individuals in the state of Georgia, USA, coupled with viral genome sequencing from 1,185 samples. We found no specific mutations associated with disease severity. Compared to those who were unvaccinated, vaccinated individuals experienced less severe SARS-CoV-2 disease, and the effect was similar for both variants. Vaccination within the prior 3-9 months was associated with decreased odds of moderate disease, severe disease, and death. Older age and underlying health conditions, especially immunosuppression and renal disease, were associated with increased disease severity. Overall, this study provides insights into the impact of vaccination status, variants/mutations, and clinical factors on disease severity in SARS-CoV-2 infection when vaccination rates are low. Understanding these associations will help refine and reinforce messaging around the crucial importance of vaccination in mitigating the severity of SARS-CoV-2 disease.
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Affiliation(s)
- Ludy R. Carmola
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Allison Dorothy Roebling
- Georgia Department of Health, Georgia Emerging Infections Program, Atlanta, Georgia, United States of America
- Atlanta Veterans Affairs Medical Center, Decatur, Georgia, United States of America
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Dara Khosravi
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Rose M. Langsjoen
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Andrei Bombin
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Bri Bixler
- Graduate Program in Genetics and Molecular Biology, Emory University, Atlanta, Georgia, United States of America
| | - Alex Reid
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Cara Chen
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Ethan Wang
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Yang Lu
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Ziduo Zheng
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Rebecca Zhang
- Department of Biostatistics and Bioinformatics, Rollins School of Public Health, Emory University, Atlanta, Georgia, United States of America
| | - Phuong-Vi Nguyen
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Robert A. Arthur
- Emory Integrated Computational Core, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Eric Fitts
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Dalia Arafat Gulick
- Georgia Clinical & Translational Science Alliance, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Dustin Higginbotham
- Georgia Clinical & Translational Science Alliance, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Azmain Taz
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Alaa Ahmed
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Emory Integrated Genomics Core, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - John Hunter Crumpler
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Colleen Kraft
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Wilbur A. Lam
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, Georgia, United States of America
- Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, United States of America,
- Aflac Cancer and Blood Disorders Center at Children’s Healthcare of Atlanta, Atlanta, Georgia, United States of America
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, Georgia, United States of America
| | - Ahmed Babiker
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Jesse J. Waggoner
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Kyle P. Openo
- Georgia Department of Health, Georgia Emerging Infections Program, Atlanta, Georgia, United States of America
- Atlanta Veterans Affairs Medical Center, Decatur, Georgia, United States of America
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
| | - Laura M. Johnson
- Department of Pediatrics, Pediatric Biostatistics Core, School of Medicine, Emory University, Atlanta, Georgia, United States of America
| | - Adrianna Westbrook
- Department of Pediatrics, Pediatric Biostatistics Core, School of Medicine, Emory University, Atlanta, Georgia, United States of America
| | - Anne Piantadosi
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, Georgia, United States of America
- Department of Medicine, Division of Infectious Diseases, Emory University School of Medicine, Atlanta, Georgia, United States of America
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2
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Bassit L, Bowers HB, Greenleaf M, Sabino C, Lai E, Yu G, Piantadosi A, Wang E, O'Sick W, McLendon K, Sullivan JA, Schinazi RF, Damhorst GL, Lam W, Rao A. Protocol for the creation and characterization of SARS-CoV-2 variant testing panels using remnant clinical samples for diagnostic assay testing. STAR Protoc 2024; 5:103146. [PMID: 38905104 PMCID: PMC11246040 DOI: 10.1016/j.xpro.2024.103146] [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: 03/20/2024] [Revised: 05/06/2024] [Accepted: 06/03/2024] [Indexed: 06/23/2024] Open
Abstract
The emergence of the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Alpha variant in 2020 demonstrated the need for reanalysis of diagnostic tests to ensure detection of emerging variants. Here, we present a protocol for creating and characterizing SARS-CoV-2 variant testing panels using remnant clinical samples for diagnostic assay testing. We describe steps for characterizing SARS-CoV-2 remnant clinical samples and preparing them into pools and their use in preparing varying quantities of virus. We then detail procedures for verifying variant detection using the resulting sample panel. For complete details on the use and execution of this protocol, please refer to Rao et al.1,2.
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Affiliation(s)
- Leda Bassit
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, USA.
| | - Heather B Bowers
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Morgan Greenleaf
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Georgia CTSA, Emory University School of Medicine, Atlanta, GA, USA
| | - Courtney Sabino
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, USA
| | - Eric Lai
- Personalized Science, San Diego, CA 05403, USA
| | - Grace Yu
- VentureWell, 100 Venture Way, Hadley, MA 01035, USA
| | - Anne Piantadosi
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA; Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Ethan Wang
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - William O'Sick
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA; Emory/Children's Laboratory for Innovative Assay Development, Atlanta, GA, USA
| | - Kaleb McLendon
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA, USA; Emory/Children's Laboratory for Innovative Assay Development, Atlanta, GA, USA
| | - Julie A Sullivan
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Raymond F Schinazi
- Center for ViroScience and Cure, Laboratory of Biochemical Pharmacology, Department of Pediatrics, Emory University, Atlanta, GA, USA; Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA
| | - Gregory L Damhorst
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Division of Infectious Diseases, Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Wilbur Lam
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA; Aflac Cancer and Blood Disorders Center at Children's Healthcare of Atlanta, Atlanta, GA, USA; Children's Healthcare of Atlanta, Atlanta, GA, USA; Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Anuradha Rao
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.
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3
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Carmola LR, Roebling AD, Khosravi D, Langsjoen RM, Bombin A, Bixler B, Reid A, Chen C, Wang E, Lu Y, Zheng Z, Zhang R, Nguyen PV, Arthur RA, Fitts E, Gulick DA, Higginbotham D, Taz A, Ahmed A, Crumpler JH, Kraft C, Lam WA, Babiker A, Waggoner JJ, Openo KP, Johnson LM, Westbrook A, Piantadosi A. Viral and host factors associated with SARS-CoV-2 disease severity in Georgia, USA. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.10.25.23297530. [PMID: 37961729 PMCID: PMC10635197 DOI: 10.1101/2023.10.25.23297530] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
While SARS-CoV-2 vaccines have shown strong efficacy, their suboptimal uptake combined with the continued emergence of new viral variants raises concerns about the ongoing and future public health impact of COVID-19. We investigated viral and host factors, including vaccination status, that were associated with SARS-CoV-2 disease severity in a setting with low vaccination rates. We analyzed clinical and demographic data from 1,957 individuals in the state of Georgia, USA, coupled with viral genome sequencing from 1,185 samples. We found no difference in disease severity between individuals infected with Delta and Omicron variants among the participants in this study, after controlling for other factors, and we found no specific mutations associated with disease severity. Compared to those who were unvaccinated, vaccinated individuals experienced less severe SARS-CoV-2 disease, and the effect was similar for both variants. Vaccination within 270 days before infection was associated with decreased odds of moderate and severe outcomes, with the strongest association observed at 91-270 days post-vaccination. Older age and underlying health conditions, especially immunosuppression and renal disease, were associated with increased disease severity. Overall, this study provides insights into the impact of vaccination status, variants/mutations, and clinical factors on disease severity in SARS-CoV-2 infection when vaccination rates are low. Understanding these associations will help refine and reinforce messaging around the crucial importance of vaccination in mitigating the severity of SARS-CoV-2 disease.
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Affiliation(s)
- Ludy R. Carmola
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Allison Dorothy Roebling
- Georgia Emerging Infections Program; Georgia Department of Health; Atlanta, GA, 30303; USA
- Atlanta Veterans Affairs Medical Center; Decatur, GA, 30033; USA
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Dara Khosravi
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Rose M. Langsjoen
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Andrei Bombin
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Bri Bixler
- Graduate Program in Genetics and Molecular Biology, Emory University; Atlanta, GA, 30322; USA
| | - Alex Reid
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Cara Chen
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Ethan Wang
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Yang Lu
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Ziduo Zheng
- Department of Biostatistics and Bioinformatics; Rollins School of Public Health, Emory University; Atlanta, GA, 30322; USA
| | - Rebecca Zhang
- Department of Biostatistics and Bioinformatics; Rollins School of Public Health, Emory University; Atlanta, GA, 30322; USA
| | - Phuong-Vi Nguyen
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Robert A. Arthur
- Emory Integrated Computational Core; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Eric Fitts
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Dalia Arafat Gulick
- Georgia Clinical & Translational Science Alliance; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Dustin Higginbotham
- Georgia Clinical & Translational Science Alliance; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Azmain Taz
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Alaa Ahmed
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
- Emory Integrated Genomics Core; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - John Hunter Crumpler
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Colleen Kraft
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Wilbur A. Lam
- The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies; Atlanta, GA, 30322; USA
- Department of Pediatrics, Emory University School of Medicine; Atlanta, GA, 30322; USA
- Aflac Cancer and Blood Disorders Center at Children’s Healthcare of Atlanta; Atlanta, GA, 30322; USA
- Wallace H. Coulter Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA, USA
| | - Ahmed Babiker
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Jesse J. Waggoner
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Kyle P. Openo
- Georgia Emerging Infections Program; Georgia Department of Health; Atlanta, GA, 30303; USA
- Atlanta Veterans Affairs Medical Center; Decatur, GA, 30033; USA
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
| | - Laura M. Johnson
- Pediatric Biostatistics Core; Department of Pediatrics; School of Medicine; Emory University; Atlanta, GA, 30322; USA
| | - Adrianna Westbrook
- Pediatric Biostatistics Core; Department of Pediatrics; School of Medicine; Emory University; Atlanta, GA, 30322; USA
| | - Anne Piantadosi
- Department of Pathology and Laboratory Medicine; Emory University School of Medicine; Atlanta, GA, 30322; USA
- Division of Infectious Diseases; Department of Medicine, Emory University School of Medicine; Atlanta, GA, 30322; USA
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4
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Nguyen PV, Carmola LR, Wang E, Bassit L, Rao A, Greenleaf M, Sullivan JA, Martin GS, Lam WA, Waggoner JJ, Piantadosi A. SARS-CoV-2 molecular testing and whole genome sequencing following RNA recovery from used BinaxNOW COVID-19 antigen self tests. J Clin Virol 2023; 162:105426. [PMID: 37028004 PMCID: PMC10036152 DOI: 10.1016/j.jcv.2023.105426] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2023] [Revised: 03/14/2023] [Accepted: 03/19/2023] [Indexed: 03/25/2023]
Abstract
Widespread use of over-the-counter rapid diagnostic tests for SARS-CoV-2 has led to a decrease in availability of clinical samples for viral genomic surveillance. As an alternative sample source, we evaluated RNA isolated from BinaxNOW swabs stored at ambient temperature for SARS-CoV-2 rRT-PCR and full viral genome sequencing. 81 of 103 samples (78.6%) yielded detectable RNA, and 46 of 57 samples (80.7 %) yielded complete genome sequences. Our results illustrate that SARS-CoV-2 RNA extracted from used Binax test swabs provides an important opportunity for improving SARS-CoV-2 genomic surveillance, evaluating transmission clusters, and monitoring within-patient evolution.
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Affiliation(s)
- Phuong-Vi Nguyen
- Emory University Department of Medicine, Atlanta, GA, USA; Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA
| | | | - Ethan Wang
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Emory University Department of Pathology and Laboratory Medicine, Atlanta, GA, USA
| | - Leda Bassit
- Emory University Department of Pathology and Laboratory Medicine, Atlanta, GA, USA; Laboratory of Biochemical Pharmacology, Emory University, Atlanta, GA, USA
| | - Anuradha Rao
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Emory University Department of Pediatrics, Atlanta, GA, USA
| | - Morgan Greenleaf
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA
| | - Julie A Sullivan
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA
| | - Greg S Martin
- Emory University Department of Medicine, Atlanta, GA, USA; Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA
| | - Wilbur A Lam
- Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Emory University Department of Pediatrics, Atlanta, GA, USA; Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, USA
| | - Jesse J Waggoner
- Emory University Department of Medicine, Atlanta, GA, USA; Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA.
| | - Anne Piantadosi
- Emory University Department of Medicine, Atlanta, GA, USA; Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, USA; Emory University Department of Pathology and Laboratory Medicine, Atlanta, GA, USA
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5
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Nguyen PV, Carmola LR, Wang E, Bassit L, Rao A, Greenleaf M, Sullivan JA, Martin GS, Lam WA, Waggoner JJ, Piantadosi A. SARS-CoV-2 molecular testing and whole genome sequencing following RNA recovery from used BinaxNOW COVID-19 Antigen Self Tests. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.01.09.23284337. [PMID: 36712132 PMCID: PMC9882431 DOI: 10.1101/2023.01.09.23284337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/19/2023]
Abstract
Widespread use of over-the-counter rapid diagnostic tests for SARS-CoV-2 has led to a decrease in availability of clinical samples for viral genomic surveillance. As an alternative sample source, we evaluated RNA isolated from BinaxNOW swabs stored at ambient temperature for SARS-CoV-2 rRT-PCR and full viral genome sequencing. 81 of 103 samples (78.6%) yielded detectable RNA, and 46 of 57 samples (80.7 %) yielded complete genome sequences. Our results illustrate that SARS-CoV-2 RNA extracted from used Binax test swabs provides an important opportunity for improving SARS-CoV-2 genomic surveillance, evaluating transmission clusters, and monitoring within-patient evolution.
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Dhama K, Nainu F, Frediansyah A, Yatoo MI, Mohapatra RK, Chakraborty S, Zhou H, Islam MR, Mamada SS, Kusuma HI, Rabaan AA, Alhumaid S, Mutair AA, Iqhrammullah M, Al-Tawfiq JA, Mohaini MA, Alsalman AJ, Tuli HS, Chakraborty C, Harapan H. Global emerging Omicron variant of SARS-CoV-2: Impacts, challenges and strategies. J Infect Public Health 2023; 16:4-14. [PMID: 36446204 PMCID: PMC9675435 DOI: 10.1016/j.jiph.2022.11.024] [Citation(s) in RCA: 141] [Impact Index Per Article: 70.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/06/2022] [Accepted: 11/16/2022] [Indexed: 11/21/2022] Open
Abstract
Newly emerging variants of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are continuously posing high global public health concerns and panic resulting in waves of coronavirus disease 2019 (COVID-19) pandemic. Depending on the extent of genomic variations, mutations and adaptation, few of the variants gain the ability to spread quickly across many countries, acquire higher virulency and ability to cause severe disease, morbidity and mortality. These variants have been implicated in lessening the efficacy of the current COVID-19 vaccines and immunotherapies resulting in break-through viral infections in vaccinated individuals and recovered patients. Altogether, these could hinder the protective herd immunity to be achieved through the ongoing progressive COVID-19 vaccination. Currently, the only variant of interest of SARS-CoV-2 is Omicron that was first identified in South Africa. In this review, we present the overview on the emerging SARS-CoV-2 variants with a special focus on the Omicron variant, its lineages and hybrid variants. We discuss the hypotheses of the origin, genetic change and underlying molecular mechanism behind higher transmissibility and immune escape of Omicron variant. Major concerns related to Omicron including the efficacy of the current available immunotherapeutics and vaccines, transmissibility, disease severity, and mortality are discussed. In the last part, challenges and strategies to counter Omicron variant, its lineages and hybrid variants amid the ongoing COVID-19 pandemic are presented.
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Affiliation(s)
- Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly 243122, Uttar Pradesh, India.
| | - Firzan Nainu
- Department of Pharmacy, Faculty of Pharmacy, Hasanuddin University, Makassar 90245, Indonesia
| | - Andri Frediansyah
- Research Division for Natural Product Technology (BPTBA), National Research and Innovation Agency (BRIN), Gunungkidul, Yogyakarta 55861, Indonesia
| | - Mohd Iqbal Yatoo
- Division of Veterinary Clinical Complex, Faculty of Veterinary Sciences and Animal Husbandry Shuhama, Sher-E-Kashmir University of Agricultural Sciences and Technology of Kashmir, Shalimar, Srinagar, Jammu and Kashmir 190006, India
| | - Ranjan K Mohapatra
- Department of Chemistry, Government College of Engineering, Keonjhar 758002, Odisha, India
| | - Sandip Chakraborty
- Department of Veterinary Microbiology, College of Veterinary Sciences and Animal Husbandry, R.K. Nagar, West Tripura, Tripura, India
| | - Hao Zhou
- College of Medical Technology, Chengdu University of Traditional Chinese Medicine, Chengdu 611137, China; Department of Microbiology, NYU Grossman School of Medicine, New York 10016, USA
| | - Md Rabiul Islam
- Department of Pharmacy, University of Asia Pacific, 74/A Green Road, Farmgate, Dhaka 1205, Bangladesh
| | - Sukamto S Mamada
- Department of Pharmacy, Faculty of Pharmacy, Hasanuddin University, Makassar 90245, Indonesia
| | - Hendrix Indra Kusuma
- Medical Research Unit, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh 23111, Indonesia; Department of Biology, Faculty of Mathematics and Natural Sciences, Universitas Syiah Kuala, Banda Aceh 23111, Indonesia; Biology Education Department, Faculty of Tarbiyah and Teacher Training, Universitas Islam Negeri Ar-Raniry, Jl. Syeikh Abdur Rauf, Kopelma Darussalaml, Banda Aceh 23111, Indonesia
| | - Ali A Rabaan
- Molecular Diagnostic Laboratory, Johns Hopkins Aramco Healthcare, Dhahran 31311, Saudi Arabia; College of Medicine, Alfaisal University, Riyadh 11533, Saudi Arabia; Department of Public Health and Nutrition, The University of Haripur, Haripur 22610, Pakistan
| | - Saad Alhumaid
- Administration of Pharmaceutical Care, Al-Ahsa Health Cluster, Ministry of Health, Al-Ahsa 31982, Saudi Arabia
| | - Abbas Al Mutair
- Research Center, Almoosa Specialist Hospital, Al-Ahsa 36342, Saudi Arabia; College of Nursing, Prince Nora University, Riyadh 11564, Saudi Arabia; School of Nursing, Wollongong University, Wollongong, NSW 2522, Australia; Nursing Department, Prince Sultan Military College of Health Sciences, Dhahran 33048, Saudi Arabia
| | - Muhammad Iqhrammullah
- Graduate School of Mathematics and Applied Sciences, Universitas Syiah Kuala, Banda Aceh 23111, Indonesia
| | - Jaffar A Al-Tawfiq
- Specialty Internal Medicine and Quality Department, Johns Hopkins Aramco Healthcare, Dhahran, Saudi Arabia; Infectious Disease Division, Department of Medicine, Indiana University School of Medicine, Indianapolis, IN, USA; Infectious Disease Division, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mohammed Al Mohaini
- Basic Sciences Department, College of Applied Medical Sciences, King Saud bin Abdulaziz University for Health Sciences, Al-Ahsa 31982, Saudi Arabia; King Abdullah International Medical Research Center, Al-Ahsa 31982, Saudi Arabia
| | - Abdulkhaliq J Alsalman
- Department of Clinical Pharmacy, Faculty of Pharmacy, Northern Border University, Rafha 91911, Saudi Arabia
| | - Hardeep Singh Tuli
- Department of Biotechnology, Maharishi Markandeshwar University, Mullana, Ambala 133207, Haryana, India
| | - Chiranjib Chakraborty
- Department of Biotechnology, School of Life Science and Biotechnology, Adamas University, Barasat-Barrackpore Road, Kolkata, West Bengal 700126, India
| | - Harapan Harapan
- Medical Research Unit, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh 23111, Indonesia; Tropical Diseases Centre, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh 23111, Indonesia; Department of Microbiology, School of Medicine, Universitas Syiah Kuala, Banda Aceh, Aceh 23111, Indonesia.
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7
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Rana R, Kant R, Huirem RS, Bohra D, Ganguly NK. Omicron variant: Current insights and future directions. Microbiol Res 2022; 265:127204. [PMID: 36152612 PMCID: PMC9482093 DOI: 10.1016/j.micres.2022.127204] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2022] [Revised: 08/22/2022] [Accepted: 09/13/2022] [Indexed: 01/08/2023]
Abstract
The global COVID-19 outbreak has returned with the identification of the SARS-CoV-2 Omicron variant (B.1.1.529) after appearing to be persistently spreading for the more than past two years. In comparison to prior SARS-CoV-2 variants, this new variant revealed a significant amount of mutation. This novel variety may have a greater rate of transmissibility which might impede the effectiveness of current diagnostic equipment as well as vaccination efficacy and also impede immunotherapies (Antibody / monoclonal antibody based). WHO designated B.1.1.529 as a variant of concern on November 26, 2021, identified as Omicron. The Omicron variant transmission method and severity, on the other hand, are well defined. The global spread of Omicron, which has now seized many nations, has resulted in numerous speculations regarding its origin and degree of infectivity. The following sections will go over its potential for transmission, omicron structure, and impact on COVID-19 vaccines, how it is different from delta variant and diagnostics.
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Affiliation(s)
- Rashmi Rana
- Department of Research, Sir Ganga Ram Hospital, Delhi, India.
| | - Ravi Kant
- Department of Research, Sir Ganga Ram Hospital, Delhi, India
| | | | - Deepika Bohra
- Department of Research, Sir Ganga Ram Hospital, Delhi, India
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Su M, Ping S, Nguyen PV, Rojas A, Hussaini L, Carmola LR, Taz A, Sullivan J, Martin GS, Piantadosi A, Martinez M, Lam WA, Anderson EJ, Waggoner JJ. Subgenomic RNA Abundance Relative to Total Viral RNA Among Severe Acute Respiratory Syndrome Coronavirus 2 Variants. Open Forum Infect Dis 2022; 9:ofac619. [PMID: 36467291 PMCID: PMC9709700 DOI: 10.1093/ofid/ofac619] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Accepted: 11/08/2022] [Indexed: 04/02/2025] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) subgenomic RNA (sgRNA) may indicate actively replicating virus, but sgRNA abundance has not been systematically compared between SARS-CoV-2 variants. sgRNA was quantified in 169 clinical samples by real-time reverse-transcription polymerase chain reaction, demonstrating similar relative abundance among known variants. Thus, sgRNA detection can identify individuals with active viral replication regardless of variant.
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Affiliation(s)
- Maxwell Su
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Sara Ping
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Phuong-Vi Nguyen
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Alejandra Rojas
- Departamento de Producción, Universidad Nacional de Asunción, Instituto de Investigaciones en Ciencias de la Salud, Asunción, Paraguay
| | - Laila Hussaini
- Department of Pediatrics and Children’s Healthcare of Atlanta, Emory University, Atlanta, Georgia, USA
| | | | - Azmain Taz
- Department of Pathology, Emory University, Atlanta, Georgia, USA
| | - Julie Sullivan
- Atlanta Center for Microsystems–Engineered Point-of-Care Technologies, Atlanta, Georgia, USA
| | - Greg S Martin
- Atlanta Center for Microsystems–Engineered Point-of-Care Technologies, Atlanta, Georgia, USA
- Division of Pulmonary, Allergy, Critical Care, and Sleep Medicine, Department of Medicine, Emory University, Atlanta, Georgia, USA
| | - Anne Piantadosi
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
- Department of Pathology, Emory University, Atlanta, Georgia, USA
- Atlanta Center for Microsystems–Engineered Point-of-Care Technologies, Atlanta, Georgia, USA
| | - Magaly Martinez
- Departamento de Biología Molecular y Biotecnología, Universidad Nacional de Asunción, Instituto de Investigaciones en Ciencias de la Salud, Asunción, Paraguay
| | - Wilbur A Lam
- Department of Pediatrics and Children’s Healthcare of Atlanta, Emory University, Atlanta, Georgia, USA
- Atlanta Center for Microsystems–Engineered Point-of-Care Technologies, Atlanta, Georgia, USA
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, Georgia, USA
| | - Evan J Anderson
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
- Department of Pediatrics and Children’s Healthcare of Atlanta, Emory University, Atlanta, Georgia, USA
| | - Jesse J Waggoner
- Division of Infectious Diseases, Department of Medicine, Emory University, Atlanta, Georgia, USA
- Atlanta Center for Microsystems–Engineered Point-of-Care Technologies, Atlanta, Georgia, USA
- Department of Global Health, Rollins School of Public Health, Atlanta, Georgia, USA
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Khandia R, Singhal S, Alqahtani T, Kamal MA, El-Shall NA, Nainu F, Desingu PA, Dhama K. Emergence of SARS-CoV-2 Omicron (B.1.1.529) variant, salient features, high global health concerns and strategies to counter it amid ongoing COVID-19 pandemic. ENVIRONMENTAL RESEARCH 2022; 209:112816. [PMID: 35093310 PMCID: PMC8798788 DOI: 10.1016/j.envres.2022.112816] [Citation(s) in RCA: 180] [Impact Index Per Article: 60.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Revised: 01/22/2022] [Accepted: 01/23/2022] [Indexed: 02/05/2023]
Abstract
Since the appearance in the late of December 2019, SARS-CoV-2 is rapidly evolving and mutating continuously, giving rise to various variants with variable degrees of infectivity and lethality. The virus that initially appeared in China later mutated several times, wreaking havoc and claiming many lives worldwide amid the ongoing COVID-19 pandemic. After Alpha, Beta, Gamma, and Delta variants, the most recently emerged variant of concern (VOC) is the Omicron (B.1.1.529) that has evolved due to the accumulation of high numbers of mutations especially in the spike protein, raising concerns for its ability to evade from pre-existing immunity acquired through vaccination or natural infection as well as overpowering antibodies-based therapies. Several theories are on the surface to explain how the Omicron has gathered such a high number of mutations within less time. Few of them are higher mutation rates within a subgroup of population and then its introduction to a larger population, long term persistence and evolution of the virus in immune-compromised patients, and epizootic infection in animals from humans, where under different immune pressures the virus mutated and then got reintroduced to humans. Multifaceted approach including rapid diagnosis, genome analysis of emerging variants, ramping up of vaccination drives and receiving booster doses, efficacy testing of vaccines and immunotherapies against newly emerged variants, updating the available vaccines, designing of multivalent vaccines able to generate hybrid immunity, up-gradation of medical facilities and strict implementation of adequate prevention and control measures need to be given high priority to handle the on-going SARS-CoV-2 pandemic successfully.
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Affiliation(s)
- Rekha Khandia
- Department of Biochemistry and Genetics, Barkatullah University, Bhopal, 462026, MP, India.
| | - Shailja Singhal
- Department of Biochemistry and Genetics, Barkatullah University, Bhopal, 462026, MP, India
| | - Taha Alqahtani
- Department of Pharmacology, College of Pharmacy, King Khalid University, 62529, Abha, Saudi Arabia
| | - Mohammad Amjad Kamal
- Institutes for Systems Genetics, Frontiers Science Center for Disease-related Molecular Network, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China; King Fahd Medical Research Center, King Abdulaziz University, Saudi Arabia; Department of Pharmacy, Faculty of Allied Health Sciences, Daffodil International University, Bangladesh; Enzymoics, 7 Peterlee place, Hebersham, NSW, 2770, Novel Global Community Educational Foundation, Australia
| | - Nahed A El-Shall
- Department of Poultry and Fish Diseases, Faculty of Veterinary Medicine, Alexandria University, Edfina, El-Beheira, 22758, Egypt
| | - Firzan Nainu
- Department of Pharmacy, Faculty of Pharmacy, Hasanuddin University, Makassar, 90245, Indonesia
| | - Perumal Arumugam Desingu
- Department of Microbiology and Cell Biology, Indian Institute of Science, Bengaluru, 560012, India
| | - Kuldeep Dhama
- Division of Pathology, ICAR-Indian Veterinary Research Institute, Izatnagar, Bareilly, 243122, Uttar Pradesh, India
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