ABSTRACT
The Alpha, Beta and Gamma SARS-CoV-2 Variants of Concern (VOCs) co-circulated globally during 2020-21, fueling waves of infections. They were displaced by Delta during a third wave worldwide in 2021, in turn displaced by Omicron in late 2021. In this study, we use phylogenetic and phylogeographic methods to reconstruct the dispersal patterns of VOCs worldwide. We find that source-sink dynamics varied substantially by VOC, and identify countries that acted as global and regional hubs of dissemination. We demonstrate a declining role of presumed origin countries of VOCs to their global dispersal, estimating that India contributed <15% of Delta exports and South Africa <1-2% of Omicron dispersal. We estimate that >80 countries had received introductions of Omicron within 100 days of emergence, associated with accelerating passenger air travel and higher transmissibility. Our study highlights the rapid dispersal of highly transmissible variants with implications for genomic surveillance along the hierarchical airline network. Graphical Data analysis clarifies that dispersal of SARS-CoV-2 variants from their sites of initial detection was related to the amount of global air travel at the time of the variant's emergence, and that travel volume through "hub” sites distinct from the site of emergence was a key driver of variant spread.
ABSTRACT
Bioinformatics is a fast-evolving research field, requiring effective educational initiatives to bring computational knowledge to Life Sciences. Since 2017, an organizing committee composed of graduate students and postdoctoral researchers from the Universidade Federal de Minas Gerais (Brazil) promotes a week-long event named Summer Course in Bioinformatics (CVBioinfo). This event aims to diffuse bioinformatic principles, news, and methods mainly focused on audiences of undergraduate students. Furthermore, as the advent of the COVID-19 global pandemic has precluded in-person events, we offered the event in online mode, using free video transmission platforms. Herein, we present and discuss the insights obtained from promoting the Online Workshop in Bioinformatics (WOB) organized in November 2020, comparing it to our experience in previous in-person editions of the same event.