Nature Communications · 2021 · 53 citations · 21 references
MedicineInfectious DiseasesMolecular DiagnosticsMolecular VirologyVirologyNext-generation SequencingPathogen DetectionRna Sequencing AnalysisRna-based DiagnosticsSequence Quality ControlSequencing-based DiagnosticsAssayNext-generation Sequencing AssaysNext-generation Sequencing-based DetectionPrecision-recall TradeoffQuality Assessment MetricsSars-cov-2 InfectionSequencing Quality ControlTransmissibility
Population scale sweeps of viral pathogens, such as SARS-CoV-2, require high intensity testing for effective management. Here, we describe "Systematic Parallel Analysis of RNA coupled to Sequencing for Covid-19 screening" (C19-SPAR-Seq), a multiplexed, scalable, readily automated platform for SARS-CoV-2 detection that is capable of analyzing tens of thousands of patient samples in a single run. To address strict requirements for control of assay parameters and output demanded by clinical diagnostics, we employ a control-based Precision-Recall and Receiver Operator Characteristics (coPR) analysis to assign run-specific quality control metrics. C19-SPAR-Seq coupled to coPR on a trial cohort of several hundred patients performs with a specificity of 100% and sensitivity of 91% on samples with low viral loads, and a sensitivity of >95% on high viral loads associated with disease onset and peak transmissibility. This study establishes the feasibility of employing C19-SPAR-Seq for the large-scale monitoring of SARS-CoV-2 and other pathogens.
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Structure, Function, and Antigenicity of the SARS-CoV-2 Spike Glycoprotein
Alexandra C. Walls, Young‐Jun Park, M. Alejandra Tortorici et al. · Cell · 2020 · 9.1K citations · Full text
Temporal dynamics in viral shedding and transmissibility of COVID-19
Xi He, Eric H. Y. Lau, Peng Wu et al. · Nature Medicine · 2020 · 4.7K citations · Full text
Veterinary Medicine, Infectious Disease Control, Infectious Diseases +17