Litcius/Paper detail

A multiplexed, next generation sequencing platform for high-throughput detection of SARS-CoV-2

Marie-Ming Aynaud, J. Javier Hernández, Seda Barutcu, Ulrich Braunschweig, Kin Chan, Joel D. Pearson, Daniel Trcka, Suzanna L. Prosser, Jaeyoun Kim, Miriam Barrios‐Rodiles, Mark Jen, Siyuan Song, Jess Shen, Christine Bruce, Bryn Hazlett, Susan M. Poutanen, Liliana Attisano, Rod Bremner, Benjamin J. Blencowe, Tony Mazzulli, Hong Han, Laurence Pelletier, Jeffrey L. Wrana

2021Nature Communications53 citationsDOIOpen Access PDF

Abstract

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.

Topics & Concepts

Transmissibility (structural dynamics)Sensitivity (control systems)Computer scienceScalabilityPopulationThroughputSevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Viral loadPrecision and recallCoronavirus disease 2019 (COVID-19)Computational biologyReal-time computingVirologyBiologyMedicineEngineeringHuman immunodeficiency virus (HIV)Artificial intelligenceTelecommunicationsPathologyPhysicsEnvironmental healthWirelessInfectious disease (medical specialty)Vibration isolationVibrationElectronic engineeringDatabaseDiseaseQuantum mechanicsSARS-CoV-2 detection and testingSARS-CoV-2 and COVID-19 ResearchBiosensors and Analytical Detection