Acknowledgments
Trevor Bedford and his lab -- terrific collaboration since 2014
especially James Hadfield, Emma Hodcroft, Ivan Aksamentov, Moira Zuber, and Tom Sibley
Data we analyze are contributed by scientists from all over the world
Data are shared and curated by GISAID
BBC
SARS-CoV-2 and its relatives
- SARS-CoV-2 is in the same family as SARS-CoV-1, MERS and
two seasonal coronavirus
- The latter cause mild disease, the former severe
- Relatives are found in many different animals
- Closest known relative of SARS-CoV-2 is a virus isolated from bats
(RaTG13, approx 96% identical)
- SARS-CoV-2 spreads more easily than SARS-CoV-1 or MERS;
pre-symptomatic transmission makes it hard to control
The SARS-CoV-2 genome
- 29k linear (+)ssRNA genome -- one of largest RNA virus genomes
- the first 2/3 code for the replication machinery
- While it spreads, it accumulates about 2 mutations per month
Early lessons from SARS-CoV-2 genomes (mid Jan)
- The outbreak originated from one source
→ not repeated zoonoses from a diverse reservoir.
- The common ancestor of all samples was Nov - early Dec 2019.
- Family clusters showed up as identical genomes (expected)
- A second clade emerged that will continue to spread
→ the closest to "real-time" we have experienced so far...
Figure by James Hadfield/Emma Hodcroft
Swiss sequences on August 31
nextstrain.org/ncov, most sequencing by Tanja Stadler's group at ETH, DBSSE
Genomic analysis as complement to contact tracing
What's next?
- Social distancing is very effective
→ we can suppress the outbreak if we want!
- Many Asian and European countries have successfully suppressed the virus while re-opening
- What role does seasonality have?
(indoor vs outdoor activities)
Human corona viruses have pronounced seasonal prevalence (Sweden)
- Respiratory virus incl seasonal CoVs show seasonality
- Forcing through human behavior (indoor/outdoor activities).
- Control of the virus might be harder in temperate winter
- Absolute effect of seasonality unknown
Neher et al
Potential transition to an endemic seasonal virus
Acknowledgments
Trevor Bedford and his lab -- terrific collaboration since 2014
especially James Hadfield, Emma Hodcroft, Ivan Aksamentov, Moira Zuber, and Tom Sibley
Data we analyze are contributed by scientists from all over the world
Data are shared and curated by GISAID
Acknowledgments
- Robert Dyrdak
- Jan Albert
- Valentin Druelle
- Emma Hodcroft
Conspiracy theories and sensationalist research
WRONG:
- COVID-19 has been with us for much longer
Genetic diversity suggests recent emergence, respiratory samples from last year are PCR negative
- Recombinant with HIV
debunked by Trevor Bedford
- The virus is more/less aggressive now...
No genetic changes shared by a majority of viruses since March
- Prevalence is high, the mortality is low
False positive rates are not accounted for correctly, unrepresentative study populations
- Some strains are more severe than others
confounders not accounted for
- many more....
Colorful trees are easily misinterpreted...
Low genetic diversity combined with very biased sampling → no directionality can be inferred
nextstrain.org/ncov