ArticleBMC infectious diseases2022
Identification of SARS-CoV-2 variants using viral sequencing for the Centers for Disease Control and Prevention genomic surveillance program.
Article in BMC infectious diseases, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 35 citations in OpenAlex.
- Review
- Genomic and Phylogenetic Dissection of SARS-CoV-2 Transmission Networks in Healthcare Workers.International journal of microbiology · 2026Article
- Alport Syndrome-Associated PathogenicInternational journal of genomics · 2026Article
- Variation of and associations with the depth and evenness of sequencing coverage in archived plastid genomes.Scientific reports · 2025Article
- Variation of and associations with the depth and evenness of sequencing coverage in archived plastid genomes.Research square · 2025Article
- Enhancing capacities in genomic surveillance capabilities for SARS-CoV-2 and dengue virus: A South-South collaborative partnership.PLOS global public health · 2025Article
- SARS-CoV-2 genomic surveillance using self-collected saliva specimens during occupational testing programs.Frontiers in public health · 2025Article
- ViTAL: Vision TrAnsformer based Low coverage SARS-CoV-2 lineage assignment.Bioinformatics (Oxford, England) · 2024Article
- Anomaly Detection Models for SARS-CoV-2 Surveillance Based on GenomeMicroorganisms · 2023Article
- Identification of SARS CoV-2 Omicron BA.1 and a novel Delta lineage by rapid methods and partial spike protein sequences in Sulaymaniyah Province, Iraq.Immunity, inflammation and disease · 2023Article
- Article
- Interference reduction isothermal nucleic acid amplification strategy for COVID-19 variant detection.Sensors and actuators. B, Chemical · 2023Article
- Challenges of SARS-CoV-2 genomic surveillance in India during low positivity rate scenario.Frontiers in public health · 2023Article
- Ready for new waves: optimizing SARS-CoV-2 variants monitoring in pooled samples with droplet digital PCR.Frontiers in public health · 2023Article
- Healthcare Workers' Vulnerability to SARS-CoV-2 in Western Romania: A Study on Incidence and Risk Factors for Non-Vaccination and Reinfection [Letter].International journal of general medicine · 2023Article
- Two-Period Study Results from a Large Italian Hospital Laboratory Attesting SARS-CoV-2 Variant PCR Assay Evolution.Microbiology spectrum · 2022Article
- Probable Aerosol Transmission of SARS-CoV-2 through Floors and Walls of Quarantine Hotel, Taiwan, 2021.Emerging infectious diseases · 2022Review
- Challenges and Opportunities for Global Genomic Surveillance Strategies in the COVID-19 Era.Viruses · 2022Review
- First detection of SARS-CoV-2 Omicron BA.4 variant in Western Pennsylvania, United States.Journal of medical virology · 2022Article
- Detecting lineage-defining mutations in SARS-CoV-2 using colorimetric RT-LAMP without probes or additional primers.Scientific reports · 2022Article
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Authors and funding
20 authors at 4 institutions in 2 countries.
Funding
Abstract
backgroundThe Centers for Disease Control and Prevention contracted with laboratories to sequence the SARS-CoV-2 genome from positive samples across the United States to enable public health officials to investigate the impact of variants on disease severity as well as the effectiveness of vaccines and treatment. Herein we present the initial results correlating RT-PCR quality control metrics with sample collection and sequencing methods from full SARS-CoV-2 viral genomic sequencing of 24,441 positive patient samples between April and June 2021.
methodsRT-PCR confirmed (N Gene Ct value < 30) positive patient samples, with nucleic acid extracted from saliva, nasopharyngeal and oropharyngeal swabs were selected for viral whole genome SARS-CoV-2 sequencing. Sequencing was performed using Illumina COVIDSeq™ protocol on either the NextSeq550 or NovaSeq6000 systems. Informatic variant calling, and lineage analysis were performed using DRAGEN COVID Lineage applications on Illumina's Basespace cloud analytical system. All sequence data and variant calls were uploaded to NCBI and GISAID.
resultsAn association was observed between higher sequencing coverage, quality, and samples with a lower Ct value, with < 27 being optimal, across both sequencing platforms and sample collection methods. Both nasopharyngeal swabs and saliva samples were found to be optimal samples of choice for SARS-CoV-2 surveillance sequencing studies, both in terms of strain identification and sequencing depth of coverage, with NovaSeq 6000 providing higher coverage than the NextSeq 550. The most frequent variants identified were the B.1.617.2 Delta (India) and P.1 Gamma (Brazil) variants in the samples sequenced between April 2021 and June 2021. At the time of submission, the most common variant > 99% of positives sequenced was Omicron.
conclusionThese initial analyses highlight the importance of sequencing platform, sample collection methods, and RT-PCR Ct values in guiding surveillance efforts. These surveillance studies evaluating genetic changes of SARS-CoV-2 have been identified as critical by the CDC that can affect many aspects of public health including transmission, disease severity, diagnostics, therapeutics, and vaccines.
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