What should we expect from #SARSCoV2 this autumn?

I think it would be smart to prepare for both an increase in #COVID19 due to seasonal (behavioural) change & a new variant.
As so many others have elegantly illustrated, new lineages of SC2 are sparking interest.

1/17
Up front, I want to give a huge shout-out to @CorneliusRoemer who does a fantastic job keeping an eye on variants, particularly for @nextstrain & #Switzerland. But also for fantastic tireless work by @PeacockFlu @theosanderson @siamosolocani @SolidEvidence & more

2/17
Since the dominance of BA.5 (22B), most of the world hasn't seen much else move in (though in some places BA.4/22A hangs on), with the exception of India & BA.2.75 (22D).

covariants.org/per-country?co…

3/17
However, in the background #SARSCoV2 hasn't stopped changing, & recently a spate of new variants have been identified that seem to have converged on similar sets of mutations.

A fantastic illustration of this by @SolidEvidence:


4/17
Another great, tree-based illustration of this (specific mutations of interest marked on the tree) by @theosanderson :


5/17
Why does this matter?
Mutations themselves are random, but what ends up sticking around isn't - things that give a fitness advantage.
When see something appear multiple times in a short period, it can be a sign that this is something that's working well for the virus now.

6/17
The two variants under most discussion at the moment are BQ.1.1 (comes from BA.5/22B) & BA.2.75.2 (comes from 22D). @PeacockFlu & @EricTopol give nice illustrative overviews:





Both have predicted growth advantages.

7/17
We've learned in the past that predicting impact from a list of mutations alone isn't completely straightforward. However, the mutations we see in BQ.1.1 & BA.2.75.2 (& others, as noted above) are in locations that could impact immune evasion & receptor binding.

8/17
Currently, we expect that selection pressure on the virus is largely to get around immunity, with so much of the world having a level of protection due to vaccination, infection, or both. This is a long-term game for many endemic viruses. So it's not surprising, but...

9/17
The big questions are ⏲️ When? and ⚖️ How much?

⏲️ WHEN might a new variant start to sweep through & dominate?

⚖️ HOW MUCH will it matter in terms of cases & clinical severity?

And these aren't easy questions to answer at the moment.

10/17
So, question 3 - 🤷🏻‍♀️ What should we do?

Given the time of year and what we are seeing in mutations & growth, I think we may well face a double-impact of autumn & a new variant in the next couple of months. We should prepare for this, & hope we don't need those preparations

11/17
We don't know & can't currently predict 'how bad' such a wave might be.
But, even if it's fairly 'not bad', we saw a notable impact of BA.5 (which was 'not bad') this summer due to absences 🤒, particularly in hospitals & airlines 🏥🛫.

12/17
While hospitalizations & deaths are obviously the most critical of outcomes, we do seem to be stuck in a bit of a black-&-white that if these are low, everything else is fine 🙈

I think we need to change that. Huge workplace absences can really impact our society.

13/17
So, 🤷🏻‍♀️ WHAT should we do?
- Start & encourage booster roll-out💉
- Decide our 'thresholds of action'📈
- Make a plan for how to react🗒️
- Publicise so people are prepared📢

If the 'plan' part sounds familiar...



14/17
No govt is keen to encourage masks or homeoffice again, I know!
But in my opinion, it's better to have these on the table to prevent disruptions to schools, transport, infrastructure & deliveries, if cases & absences start to threaten those this autumn/winter.

15/17
In a personal way, you can help too:
When cases rise and/or you're in a crowded, ill-ventilated place, wear a mask! 😷
If you're sick (with anything at all!) stay home if at all possible. Even if not COVID, nobody wants your cold! 🙅🏻‍♀️🤧 (And those cause absences too!)

16/17
We've got a lot of experience (& immunity!) under our belt now - we'll never be back to those first pandemic times. But at the same time, it's smart to stay alert & prepared. This winter will be tough in many ways - let's do what we can to stop #COVID making it tougher! ✊🏻

17/17

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More from @firefoxx66

Sep 21
📡CoVariants.org Update📡
This update doesn't impact the visualizations or the data, but @MoiraZuber deserves a public appreciation thread thanks to her tireless efforts & recent refactoring achievements - so here it is!

1/7
CoVariants is a labour of love - I'm always trying to squeeze it in between the million other things I 'should' be doing (which hopefully lead to publications, the hard currency of academia). Because of this, the time I can put into CoVariants is sadly limited 😞⌛️

2/7
Thus, CoVariants code is all a little bit hacked together in spare minutes. As a result, the main processing script had grown arms, legs, toes & tentacles - it took >2.5 hours to run!! 🧌⏱️
Obviously, very sub-par for development!

3/7
Read 7 tweets
Sep 7
Huge thanks to @HopkinsMedicine @AmaryFaln @hmostaf2 for sending along the first #Enterovirus #D68 #EVD68 sequences of 2022! 🙏🏻🚀

You can see them in the full-genome & VP1 builds:
nextstrain.org/enterovirus/d6…
nextstrain.org/enterovirus/d6…

1/5
Note that for the moment I don't have anything but year for these sequences, so month is being inferred by the pipeline - note the wide confidence interval on the date!

However, zooming into the VP1 build, we can see some interesting connections...

2/5
All part of the B3 clade, 1 seq attaches to autumn 2021 circulation in Europe/USA (1), 1 attaches back to European circulation in autumn 2019 (2), and the rest attach back to USA+ circulation in autumn 2019 (3).

3/5
Read 5 tweets
Sep 4
📡#Enterovirus #D68 #EVD68 builds on @nextstrain are now updated 📡

You can check out the VP1 (single-gene) build (nextstrain.org/enterovirus/d6…) & full-genome builds (nextstrain.org/enterovirus/d6…).

I'll give a brief overview of a few things of interest...

1/7
The VP1 #EVD68 build lets us include the most sequences, so I'll focus on that here - though full-genome has many other advantages!

No 2022 seqs yet (got my 👁️peeled!), but there are some from 2021 - from Europe & N America. These stem from the B3 & A2 clades.

2/7
And more specifically, are related to seq clusters that circulated in 2018/2019.

Huge thanks to @HopkinsMedicine @AmaryFaln @NIBSC_MHRA Javier Martin, Alison Tedcastle @UKL_Leipzig Mario Hönemann @CHUDijon Alexis de Rougemont, Isabelle Schuffenecker & more for these seqs!

3/7
Read 7 tweets
Sep 2
Recently I've heard from collaborators in the US & Europe that #Enterovirus #D68 #EVD68 cases are on the rise.

EV-D68 is what I worked on pre-pandemic, & hope to go back to.
A significant autumn 2022 wave has been a recent concern.

So what is D68 & what might this mean?

1/17 From https://syndromictrends.com/ - doesn't break down betwe
#EVD68 is a Picornavirus - a diverse family of viruses. And Enteroviruses are pretty diverse themselves: from Poliovirus, which can cause serious neurological illness, to Rhinovirus - what's behind the common cold 🤧 (and even more in between).

2/17
One of the most notable things about #EVD68 is that in Europe & North America it's historically had biennial autumn outbreaks: in 2014, 2016, & 2018. Also predicted in 2020... but that didn't happen due to pandemic!
Following that pattern, 2022 would be an outbreak season🗓️

3/17
Read 18 tweets
Sep 1
"Are we better prepared?" asks @EckerleIsabella as she closes #SSM @SwissMicrobe with her keynote on challenges in prevention & preparedness for emerging viruses.
#SARSCoV2 & #monkeypox have highlighted these issues; what do we know & where do we stand?

1/N Image
Perhaps particularly of note are viruses that aren't entirely new, but keep popping up, or appear in new hosts, new places, or with new symptoms a while after identification. How & how often does this happen?

Others we know well & have fought before, but appear again!

2/N Image
Understanding viral emergence is also not just for viral biologists: there are so many factors that provide influence, from that virus and host to environmental, anthropic, and human-animal interface.

3/N Image
Read 8 tweets
Aug 30
Submitting to @NCBI can be intimidating -- but no more! Getting your #monkeypox sequences up is as simple as following this guide!

Thanks to NCBI & of course to all scientists worldwide contributing to #opendata #openscience
Why is #opendata useful? It's much easier for scientists to share, create tools for, & publicly analyze open sequences.
For example, @Nextstrain creates the #monkeypox builds with open data & provides curated seqs+meta

nextstrain.org/monkeypox/hmpx…

github.com/nextstrain/mon…
@mpxv_lineages uses open data to designate lineages & @GenSpectrum uses open data for the API & website

github.com/mpxv-lineages/…

mpox.genspectrum.org
Read 4 tweets

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