My Authors
Read all threads
We now have enough #SARSCoV2 genomic data from different states to make some broad conclusions about how the #COVID19 epidemic has unfolded in the US. 1/14
We see a spectrum where some states had single (early) introductions that fueled the majority of the epidemic, while in others the epidemic appears to be driven by a larger number of separate introductions. 2/14
This analysis shows relationships from sequencing viral genomes. The main thing to pay attention to is how cases (dots colored by state) cluster. Patches of cases from the same state indicate local transmission. All figures from @nextstrain: nextstrain.org/ncov/north-ame… 3/14
These analyses depend on comparison of sequenced viruses and so equitable sampling over geography and time is necessary to make reliable conclusions. This sampling has improved recently, but there are still gaps in sequencing and caution in interpretation is warranted. 4/14
If we look at New York, we see that most infections appear to derive from an introduction from Europe in mid-February (node on the tree labeled "NY"). This introduction rapidly grew to a substantial epidemic focused in NYC, but frequently introduced to other locations. 5/14
While if we look at Washington we see an introduction of a lineage from China that drove much of the early outbreak, but then multiple introductions from the NY clade fueling further transmission chains in March. 6/14
California is interesting in that like WA, much of the outbreak is fueled by an early introduction of a lineage from Asia and then later cases derived from repeated introductions from elsewhere in the US. 7/14
Contrast this with Wisconsin, in which the outbreak appears driven by a large number of separate introductions from elsewhere in the US and Europe. It lacks the early successful introduction seen in NY, WA and CA. 8/14
Louisiana has a remarkably focused outbreak in which most sequenced cases appear to derive from a couple closely related introduction events. This outbreak nests within the genetic diversity seen in NY suggesting a possible transmission route. 9/14
Part of the Texas outbreak groups closely with this clade from LA, while other samples from Texas reveal a large number of separate introductions to the state. 10/14
Overall, we see substantial mixing of transmission chains across states. This mixing largely occurred during Feb and early March. I'd expect moving forward for there to be more geographically focused transmission chains given reduced travel in the US. 11/14
I see continued genetic sequencing as potentially illuminating sources of infection and whether further cases within a state are largely the result of local transmission or of repeated introductions from outside the state. 12/14
These inferences are the result of rapid sequencing and sharing by a large number of groups. A huge thank you to @GISAID, @mason_lab, @HealthNYGov, @nyulangone, @MountSinaiNYC, @KATarinambraun, @GageKMoreno, @tcflab, @dho_lab, @PKennyLab, @gundersenhealth, @Tulane, 13/14
Missing some Tweet in this thread? You can try to force a refresh.

Keep Current with Trevor Bedford

Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

Twitter may remove this content at anytime, convert it as a PDF, save and print for later use!

Try unrolling a thread yourself!

how to unroll video

1) Follow Thread Reader App on Twitter so you can easily mention us!

2) Go to a Twitter thread (series of Tweets by the same owner) and mention us with a keyword "unroll" @threadreaderapp unroll

You can practice here first or read more on our help page!

Follow Us on Twitter!

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3.00/month or $30.00/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!