Journal
BRIEFINGS IN BIOINFORMATICS
Volume 23, Issue 2, Pages -Publisher
OXFORD UNIV PRESS
DOI: 10.1093/bib/bbab594
Keywords
SARS-CoV-2; variants of concern; vaccine; transmissibility; onward transmission
Funding
- Strategic Priority Research Programme of the Chinese Academy of Sciences [XDB29010102, XDA19090118]
- National Natural Science Foundation of China (NSFC) [32041010, 31900155]
- NSFC Outstanding Young Scholars [31822055]
- Youth Innovation Promotion Association of CAS [2017122]
- NIHR Health Protection Research Unit in Genomics and Enabling Data
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Since the start of the SARS-CoV-2 pandemic, several variants of concern with increased transmissibility have been reported. Current vaccines only provide partial protection against infection and onward transmission. Through phylogenetic analysis and epidemiological modeling, researchers found that lineage B had significantly higher transmissibility than lineage A and played a major role in the global pandemic. The probability of onward transmission from vaccinated individuals infected with SARS-CoV-2 VOCs was slightly lower but not significantly different from unvaccinated individuals. Tailoring prevention strategies should consider both VOCs and exponentially growing lineages in each country. One dose of vaccination alone cannot efficiently prevent the onward transmission of SARS-CoV-2 VOCs, and nonpharmaceutical interventions should still be implemented during the vaccination period.
Since the start of the SARS-CoV-2 pandemic in late 2019, several variants of concern (VOC) have been reported to have increased transmissibility. In addition, despite the progress of vaccination against SARS-CoV-2 worldwide, all vaccines currently in used are known to protect only partially from infection and onward transmission. We combined phylogenetic analysis with Bayesian inference under an epidemiological model to infer the reproduction number (R-t) and also trace person-to-person transmission. We examined the impact of phylogenetic uncertainty and sampling bias on the estimation. Our result indicated that lineage B had a significantly higher transmissibility than lineage A and contributed to the global pandemic to a large extent. In addition, although the transmissibility of VOCs is higher than other exponentially growing lineages, this difference is not very high. The probability of detecting onward transmission from patients infected with SARS-CoV-2 VOCs who had received at least one dose of vaccine was approximate 1.06% (3/284), which was slightly lower but not statistically significantly different from a probability of 1.21% (10/828) for unvaccinated individuals. In addition to VOCs, exponentially growing lineages in each country should also be account for when tailoring prevention and control strategies. One dose of vaccination could not efficiently prevent the onward transmission of SARS-CoV-2 VOCs. Consequently, nonpharmaceutical interventions (such as wearing masks and social distancing) should still be implemented in each country during the vaccination period.
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