The origin and underlying driving forces of the SARS-CoV-2 outbreak.

Shu-Miaw Chaw1 Jui-Hung Tai1,2 Shi-Lun Chen3 Chia-Hung Hsieh4 Sui-Yuan Chang5 Shiou-Hwei Yeh6 Wei-Shiung Yang2 Pei-Jer Chen2 Hurng-Yi Wang7,8
Affiliations 8 institutions
  1. Biodiversity Research Center, Academia Sinica, Taipei, Taiwan.
  2. Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan.
  3. Department of Life Science, National Taiwan Normal University, Taipei, Taiwan.
  4. Department of Forestry and Nature Conservation, Chinese Culture University, Taipei, Taiwan.
  5. Department of Clinical Laboratory Sciences and Medical Biotechnology, College of Medicine, National Taiwan University, Taipei, Taiwan.
  6. Department of Microbiology, College of Medicine, National Taiwan University, Taipei, Taiwan.
  7. Graduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei, Taiwan. [email protected].
  8. Institute of Ecology and Evolutionary Biology, National Taiwan University, Taipei, Taiwan. [email protected].

Abstract

SARS-CoV-2 began spreading in December 2019 and has since become a pandemic that has impacted many aspects of human society. Several issues concerning the origin, time of introduction to humans, evolutionary patterns, and underlying force driving the SARS-CoV-2 outbreak remain unclear. Genetic variation in 137 SARS-CoV-2 genomes and related coronaviruses as of 2/23/2020 was analyzed. After correcting for mutational bias, the excess of low frequency mutations on both synonymous and nonsynonymous sites was revealed which is consistent with the recent outbreak of the virus. In contrast to adaptive evolution previously reported for SARS-CoV during its brief epidemic in 2003, our analysis of SARS-CoV-2 genomes shows signs of relaxation. The sequence similarity in the spike receptor binding domain between SARS-CoV-2 and a sequence from pangolin is probably due to an ancient intergenomic introgression that occurred approximately 40 years ago. The current outbreak of SARS-CoV-2 was estimated to have originated on 12/11/2019 (95% HPD 11/13/2019-12/23/2019). The effective population size of the virus showed an approximately 20-fold increase from the onset of the outbreak to the lockdown of Wuhan (1/23/2020) and ceased to increase afterwards, demonstrating the effectiveness of social distancing in preventing its spread. Two mutations, 84S in orf8 protein and 251 V in orf3 protein, occurred coincidentally with human intervention. The former first appeared on 1/5/2020 and plateaued around 1/23/2020. The latter rapidly increased in frequency after 1/23/2020. Thus, the roles of these mutations on infectivity need to be elucidated. Genetic diversity of SARS-CoV-2 collected from China is two times higher than those derived from the rest of the world. A network analysis found that haplotypes collected from Wuhan were interior and had more mutational connections, both of which are consistent with the observation that the SARS-CoV-2 outbreak originated in China. SARS-CoV-2 might have cryptically circulated within humans for years before being discovered. Data from the early outbreak and hospital archives are needed to trace its evolutionary path and determine the critical steps required for effective spreading.

Supporting text Virus Host Location
Coronavirus 195 Mutational bias 1 Population genetics 3 Positive selection 8 Disease Outbreaks 170 Genetic Variation 127 Genome, Viral 317 Betacoronavirus 78 China 229 Coronavirus Infections 171 COVID-19 425 Humans 1440 Pandemics 108 Pneumonia, Viral 42 SARS-CoV-2 453

Evidence records

3 total
Genomic Evolution
3 records · 1 evidence types
Evidence type
3 records
OVE3843
Key finding

Comparative genomic analysis showed that SARS-CoV-2 sequences from China had twice the genetic diversity of those from the rest of the world.

Virus
Host
Not specified
Location
Not specified
Supporting text

Genetic diversity of SARS-CoV-2 collected from China is two times higher than those derived from the rest of the world.

Analysis methods
comparative genomic diversity analysis
OVE3841
Key finding

Bayesian molecular-clock analysis estimated the origin date of the SARS-CoV-2 outbreak to around December 11, 2019.

Virus
Host
Not specified
Location
Not specified
Supporting text

The current outbreak of SARS-CoV-2 was estimated to have originated on 12/11/2019 (95% HPD 11/13/2019-12/23/2019).

Analysis methods
molecular clock analysis | Bayesian phylogenetic inference
OVE3842
Key finding

Coalescent-based demographic analysis indicated a 20-fold increase in effective population size of SARS-CoV-2 before the Wuhan lockdown, followed by stabilization.

Virus
Host
Not specified
Location
Not specified
Supporting text

The effective population size of the virus showed an approximately 20-fold increase from the onset of the outbreak to the lockdown of Wuhan (1/23/2020) and ceased to increase afterwards, demonstrating the effectiveness of social distancing in preventing its spread.

Analysis methods
coalescent-based demographic reconstruction | phylogenetic population dynamics analysis