Marc Johnson Profile picture
Aug 17, 2024 15 tweets 5 min read Read on X
I'm giving the variant update at the SAVE meeting on Monday so I thought I'd put out a preview for comment.

We are now at our 4th 'high water' mark since the Omicron wave based on wastewater surveillance.

1/ Image
I thought I would give an abbreviated summary of the last year in variants.

A little over a year ago BA.2.86 started circulating, a lineage that was almost certainly derived from a persistent infection.
2/ Image
BA.2.86 was pretty fit, but it was still sensitive to a lot of Class 1 antibodies.

However, it quickly picked up S:L455S (making it JN.1), which evaded these antibodies, and it was off to the races.
3/ Image
JN.1 played around with a lot of mutations, but its favorite was F456L, a change that it independently picked up at least 20 times.
4/ Image
We then started seeing lineages that combined 456L with the old favorite R346T, which was the same change that BA.4/5 picked up during the summer 2 years ago.

This happened lots of times, but the best know was probably KP.2.
5/ Image
But those lineages got some competition when another 456L lineage picked up R493E (KP.3).

For whatever reason this really only happened once. I'm not sure why. It was a C->G mutation, which is rare.

KP.3 seemed to be fitter than the 456L/346T gang.
6/ Image
I always expected KP.3 to pick up R346T, but there hasn't appeared to be much selective pressure for that to happen. There's probably some redundancy in 346T/493E advantages.

7/
Then the 346T/456L group found a neat trick. They deleted position S31, which gave them the leg up again.

8/ Image
But of course, KP.3 figured out that it could do that too.
The S31 deletion has occurred lots of times now, but the fittest among them seems to be KP.3.1.1.
9/ Image
So what does the S31 deletion do. It's been reported to both increase fitness (higher infectivity in pseudotype assays), and antibody evasion.

The deletion introduces a glycosylation site, but it also restores the insertions/deletion balance in that part of Spike.
10/ Image
RaTG-13 had a glycosylation site at this position too, and I've seen it introduced in lots of cryptic lineages.

However, I never saw the 31 deletion until the JN.1 insertion occurred. Probably because of the insertion/deletion balance thing.

11/ Image
If I were smart I would put a 3D structure here showing why they insertion/deletion balance is important, but I'm not that smart (and it's just a theory).

12/
So what are we watching now?

There is a chimera-of-chimeras in China called XDV.1 that is doing pretty well there, but not really anywhere else.

Its spike is derived from JN.1, but it doesn't have any of the 'advanced' changes.

It does have the XBB Orf9b:I5T though.

13/ Image
Finally there is the new chimera that just got designated, XEC. This one just appeared in June and has fared pretty well. I don't think it could keep up with KP.3.1.1 currently, but if it picks up a few more changes it might.

14/ Image
Overall it's an odd time. It's pretty clear that KP.3.1.1 (and equivalent) is going to have a sweep the world the way that JN.1 did, but I'm not sure what happens after that.

We'll be watching.
15/15

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More from @SolidEvidence

Oct 31
Can you take a quarter cup of composite sewage, simply ask ‘what’s in there?’, and find out all of the pathogens circulating in that community?

That is the question we asked in our latest pre-print.

Turns out you can.
1/
medrxiv.org/content/10.110…
We are not the first group to do unbiased sequencing of wastewater to monitor circulating viruses, but I think we are the first to ever do it at this scale.

Weekly wastewater samples for 18 months, totaling over 85 Billion sequence reads.

2/ Image
Among the ‘known’ viruses, there was a fairly even split between bacteria viruses (phages) and eukaryotic viruses.
This was just raw reads though, if you look at diversity there was considerably more species of phages.
3/ Image
Read 23 tweets
Oct 24
Help me out, I’ve got another wastewater virus mystery.

This one really blows my mind.
1/
Starting in the late 2023, + @securebio have been doing ultra-deep metagenomic sequencing of the virome from Columbia, MO wastewater.

We’ve collected and sequenced sample for over 90 consecutive weeks.
2/Lung.fish
We sequence about a billion reads per sample. That’s generated about 16TB of data from this site so far.

To put this in perspective for people my age, it would take a stack of 3.5 in floppy disks 200 miles high to store this data.
3/
Read 12 tweets
Oct 17
It looks like Coeur d’Alene, ID cryptic is gone for now, but it has still managed to answer a lot of lingering questions for me about SARS-CoV-2 evolution, and what to expect next.

Here's a whole genome summary and interpretation.
1/ Image
For a long time cryptic lineages were all from pre-Omicron lineages.

I started wondering:

Will there be Omicron cryptics?

If so, will they have the same evolutionary trajectories as the pre-Omicron cryptics?

ID shows that the answer to both questions is yes.
2/
We don’t do a lot of whole genome sequencing, so I sent 3 samples to @dho lab, who got fantastic sequences for all 3.
These samples were virtually 100% cryptic, so we have nearly complete coverage of the genome for a change.
3/ Image
Read 12 tweets
Sep 10
This really pisses me off.

I obviously knew there was some manipulation of post metrics on social media, but I really didn’t realize just how hard this platform slams the breaks on posts it doesn’t like.

Here’s my experiment.
1/
This weekend I posted 3 threads.

1. on a cryptic lineage
2. on H5N1
3. on seasonal respiratory viruses

Each time I posted the threads on X and bsky at the same time.
2/
The three threads each got roughly the same attention on bsky.
However, on X the first 2 each had hundreds of RTs and over 1k likes.
The 3rd was practically invisible. It had only 5 RTs and 28 likes after 2 days. Over 40-times fewer views.

3/
Read 7 tweets
Sep 9
Our wastewater dashboard was updated yesterday (we’re behind because of an equipment failure).

I’d like to point out some things you can learn from the dashboard about respiratory virus [post v.2, bleeped version].

1/

lungfish-science.github.io/wastewater-das…Image
As you can see, rhinovirus season (which started in the Spring) is pretty much over.
2/ Image
Parainfluenzavirus 3 season, which also tends to peak in late Spring, has also pretty much wound down.
3/ Image
Read 18 tweets
Sep 6
Our wastewater dashboard was updated yesterday (we’re behind because of an equipment failure).

I’d like to point out some things you can learn from the dashboard about respiratory virus [and stupid vaccine policy].
1/
lungfish-science.github.io/wastewater-das…
As you can see, rhinovirus season (which started in the Spring) is pretty much over.
2/ Image
Parainfluenzavirus 3 season, which also tends to peak in late Spring, has also pretty much wound down.
3/ Image
Read 18 tweets

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