iScienceGenomicsPeer-reviewed journal article
A benchmarking study of SARS-CoV-2 whole-genome sequencing protocols using COVID-19 patient samples
Tiantian LiuiD, Zhong CheniD, Wanqiu CheniD, Xin CheniD, Maryam Hosseini, Zhaowei YangiD, Jing LiiD, Diana Ho, David Turay, Ciprian Paul GheorgheiD, Wendell D. JonesiD, Charles WangiD
Abstract
The COVID-19 pandemic is a once-in-a-lifetime event, exceeding mortality rates of the flu pandemics from the 1950s and 1960s. Whole-genome sequencing (WGS) of SARS-CoV-2 plays a critical role in understanding the disease. Performance variation exists across SARS-CoV-2 viral WGS technologies, but there is currently no benchmarking study comparing different WGS sequencing protocols. We compared seven different SARS-CoV-2 WGS library protocols using RNA from patient nasopharyngeal swab samples under two storage conditions. We constructed multiple WGS libraries encompassing three different viral inputs: 1,000,000, 250,000 and 1,000 copies. Libraries were sequenced using two distinct platforms with varying sequencing depths and read lengths. We found large differences in mappability and genome coverage, and variations in sensitivity, reproducibility and precision of single-nucleotide variant calling across different protocols. We ranked the performance of protocols based on six different metrics. Our results indicated that the most appropriate protocol depended on viral input amount and sequencing depth. Our findings offer guidance in choosing appropriate WGS protocols to characterize SARS-CoV-2 and its evolution.
- Citations
- 52
- FWCI
- 3.40
- Field percentile
- top 6%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Evaluation of NGS-based approaches for SARS-CoV-2 whole genome characterisation
Caroline Charre, Christophe Ginévra, … Laurence Josset·Virus EvolutionPeer-reviewed·Jul 1, 2020
- A Benchmark of methods for SARS-CoV-2 whole genome sequencing and development of a more sensitive method
Anthony Bayega, Sarah Julia Reiling, … Jiannis Ragoussis·Frontiers in GeneticsPeer-reviewed·Aug 15, 2025
- Analytical validity of nanopore sequencing for rapid SARS-CoV-2 genome analysis
Rowena Anne Bull, Thiruni N. Adikari, … Ira W. Deveson·Nature CommunicationsPeer-reviewed·Dec 9, 2020
- A Comparison of Performance for Different SARS-Cov-2 Sequencing Protocols
Juanjo Bermúdez·bioRxiv·Mar 1, 2021
- Towards increased accuracy and reproducibility in SARS-CoV-2 next generation sequence analysis for public health surveillance
Ryan P. Connor, Migun Shakya, … Kim D. Pruitt·VirusesPeer-reviewed·Mar 11, 2024
- SARS-CoV-2 Genome Sequencing Methods Differ In Their Ability To Detect Variants From Low Viral Load Samples
C. Lam, K.-A. Gray, … R. J. Rockett·bioRxiv·May 1, 2021