bioRxiv (Cold Spring Harbor Laboratory) · 2020 · 27 citations · 48 references
Life SciencesInfectious DiseasesMicrobiologyMolecular EvolutionMolecular VirologyVirologyEvolutionary EpidemiologyMolecular PhylogenyViral EvolutionViral GeneticsViral GenomicsViral InfectionsPhylodynamic InferencePhylogenetic ReconstructionRna SequencingVirus Evolution AnalysisVirus Evolutionary RelationshipsWithin-host DiversityWithin-host Viral DynamicsWithin-host Viral Evolution
SUMMARY In light of the current COVID-19 pandemic, there is an urgent need to accurately infer the evolutionary and transmission history of the virus to inform real-time outbreak management, public health policies and mitigation strategies. Current phylogenetic and phylodynamic approaches typically use consensus sequences, essentially assuming the presence of a single viral strain per host. Here, we analyze 621 bulk RNA sequencing samples and 7,540 consensus sequences from COVID-19 patients, and identify multiple strains of the virus, SARS-CoV-2, in four major clades that are prevalent within and across hosts. In particular, we find evidence for (i) within-host diversity across phylogenetic clades, (ii) putative cases of recombination, multi-strain and/or superinfections as well as (iii) distinct strain profiles across geographical locations and time. Our findings and algorithms will facilitate more detailed evolutionary analyses and contact tracing that specifically account for within-host viral diversity in the ongoing COVID-19 pandemic as well as future pandemics.
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Fast and accurate short read alignment with Burrows–Wheeler transform
Heng Li, Richard Durbin · Bioinformatics · 2009 · 62.8K citations · Full text
Helen M. Berman · Nucleic Acids Research · 2000 · 39.8K citations
A framework for variation discovery and genotyping using next-generation DNA sequencing data
Mark A. DePristo, Eric Banks, Ryan Poplin et al. · Nature Genetics · 2011 · 12.4K citations · Full text