Mutations in SARS-CoV-2 spike protein and RNA polymerase complex are associated with COVID-19 mortality risk
Hahn, G.; Wu, C. M.; Lee, S.; Hecker, J.; Lutz, S. M.; Haneuse, S.; Qiao, D.; Cho, M. H.; Randolph, A.; Laird, N. M.; Weiss, S. T.; Silverman, E. K.; Ribbeck, K.; Lange, C.
Show abstract
BackgroundSARS-CoV-2 mortality has been extensively studied in relation to host susceptibility. How sequence variations in the SARS-CoV-2 genome affect pathogenicity is poorly understood. Whole-genome sequencing (WGS) of the virus with death in SARS-CoV-2 patients is one potential method of early identification of highly pathogenic strains to target for containment. MethodsWe analyzed 7,548 single stranded RNA-genomes of SARS-CoV-2 patients in the GISAID database (Elbe and Buckland-Merrett, 2017; Shu and McCauley, 2017) and associated variants with reported patients health status from COVID-19, i.e. deceased versus non-deceased. We probed each locus of the single stranded RNA of the SARS-CoV-2 virus for direct association with host/patient mortality using a logistic regression. ResultsIn total, evaluating 29,891 loci of the viral genome for association with patient/host mortality, two loci, at 12,053bp and 25,088bp, achieved genome-wide significance (p-values of 4.09e-09 and 4.41e-23, respectively). ConclusionsMutations at 25,088bp occur in the S2 subunit of the SARS-CoV-2 spike protein, which plays a key role in viral entry of target host cells. Additionally, mutations at 12,053bp are within the ORF1ab gene, in a region encoding for the protein nsp7, which is necessary to form the RNA polymerase complex responsible for viral replication and transcription. Both mutations altered amino acid coding sequences, potentially imposing structural changes that could enhance viral infectivity and symptom severity, and may be important to consider as targets for therapeutic development. Identification of these highly significant associations, unlikely to occur by chance, may assist with COVID-19 early containment of strains that are potentially highly pathogenic.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The evolutionary landscape of SARS-CoV-2 variant B.1.1.519 and its clinical impact in Mexico City 95%
- SARS-CoV-2 Genetic diversity and lineage dynamics of in Egypt 94%
- Recent zoonotic spillover and tropism shift of a Canine Coronavirus is associated with relaxed selection and putative loss of function in NTD subdomain of spike protein. 94%
Similar papers in this journal
Similar papers in this journal
- Functional pangenome analysis suggests inhibition of the protein E as a readily available therapy for COVID-2019. 94%
- One year of SARS-CoV-2: Genomic characterization of COVID-19 outbreak in Qatar 92%
- The Requirement For US28 During Cytomegalovirus Latency Is Independent Of US27 And US29 Gene Expression 92%
Similar papers in this journal
- Emergence of a recurrent insertion in the N-terminal domain of the SARS-CoV-2 spike glycoprotein 95%
- Pervasive transmission of E484K and emergence of VUI-NP13L with evidence of SARS-CoV-2 co-infection events by two different lineages in Rio Grande do Sul, Brazil 94%
- Reovirus infection induces transcriptome-wide unique A-to-I editing changes in the murine fibroblasts 94%
Similar papers in this journal
- Insights on early mutational events in SARS-CoV-2 virus reveal founder effects across geographical regions 96%
- RdRp mutations are associated with SARS-CoV-2 genome evolution 95%
- Mutation density changes in SARS-CoV-2 are related to the pandemic stage but to a lesser extent in the dominant strain with mutations in spike and RdRp 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.