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

Jun 29
This is cool. I was poking around at the Rhinovirus (common cold) data and realized that my perception about these viruses was completely wrong.
1/ Image
Rhinoviruses (Rhino is Greek for nose) are picornaviruses in the enterovirus genus (same as polio). Enteros can be GI or respiratory (or both), but Rhinos are usually respiratory, and are the main cause of the common cold.

2/cdc.gov/rhinoviruses/a…
There are 3 species of Rhinoviruses (A, B, and C), and over a hundred antigenically distinct serotypes.

3/en.wikipedia.org/wiki/Rhinovirus
Read 16 tweets
Jun 28
I’m thrilled to announce the update of our water surveillance dashboard.

Many improvements, and our first substantial move into ‘OneHealth’.

Read to the end to find the Easter Egg.
1/
dholab.github.io/public_viz/001…
The first big improvement is that the output is more precise, and interactive. For each data point we tell you the date, the reads mapped, the total reads in each sample, and the reads/billion for each pathogen.

The heat map color is dictated by reads/billion.

2/ Image
As before, we have a dropdown menu (now divided into categories) where you can do a city-to-city comparison of the different pathogens.

We hope to show more locations soon.
3/ Image
Read 17 tweets
Jun 12
Our latest cryptic lineage paper was accepted in PLoS Pathogens.

This paper has some nuanced implications about the origins of SARS-CoV-2.
1/
journals.plos.org/plospathogens/…
There haven’t been a ton of changes to the manuscript since I wrote a post on the preprint, so I’ll make this summary brief and focus on the things that changed.
2/
Cryptic lineages are anachronistic, evolutionarily advanced SARS-CoV-2 lineages detected from wastewater. We are pretty certain they are all from persistent infections.

We developed techniques for finding these lineages and partially reconstruction their genomes.
3/ Image
Read 11 tweets
Jun 6
This is so cool.

I’m pleased to share version 1.0 of our new dashboard for displaying data from our wastewater metagenomic project.

This is a collaborative projected between MU, U. Wisc @dho, and SecureBio; funded by Inkfish and Open Philanthropy.
1/
lungfish-science.github.io/wastewater-das…
For the last 18 months we have been getting weekly composite wastewater samples, isolating the viral fractions (the virome) and randomly sequencing everything.

We average about 1 billion reads per sample.
2/
The project started with Columbia, MO in late 2023, but we’ve expanded to include Chicago, Boston, Boise, and Riverside. We are doing other sites too (and expanding), but these are the first we are reporting.
3/ Image
Read 15 tweets
Apr 20
We are recruiting sewersheds for an expanding project. Basically, we want to learn everything that can be learned from wastewater.
Read on if you are interested.
1/ Image
This is a collaboration with SecureBio that started about 18 months.

Basically, we isolate the viral fraction from wastewater and sequence the crap out of it (~1 billion reads/sample). This is unbiased sequencing; we don’t want to miss anything.
2/
securebio.org
There are three main levels to the analysis of the wastewater virome.
The first is SecureBio’s main focus, which is novel pathogen detection with a particular focus on engineered pathogens.
3/
naobservatory.org/blog/detecting…
Read 16 tweets
Apr 19
This battle between Harvard and the administration is so befuddling. The latest plot twist makes less sense than the last season of Lost.

Let me give a very quick summary for those not following along.
1/11
The last few weeks Harvard had been talking with the administration about concerns over antisemitism on campuses, but the talks lacked details, and Harvard was told that they would get a letter last Friday with more specifics.
2/
Then last Friday Harvard got an email from the acting general counsel of HHS with a scorched earth list of demands that would have effectively ended Harvard’s autonomy in hiring, admissions and curriculum.

Here’s the letter.
3/
nytimes.com/interactive/20…
Read 11 tweets

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