Marc Johnson Profile picture
Dec 23, 2023 26 tweets 6 min read Read on X
By the Spring of 2021, the early VOCs had largely run their course and it seemed like the pandemic might soon be over. But then a new variant of concern entered the scene: B.1.617.2 (Delta).

25/
Delta was not particularly immune evasive, but it was fast. Notably, it had the strongest predicted FCS of any variants to date changing 681P to 681R.
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Delta became dominant like no other variant had accomplished previously. It was basically the only lineage in circulation. Many experts believed that all future lineages would be Delta-derived.
27/
Delta spun off lots of offspring. Delta (B.1.617.2) already had 3 numbers, so all of its offspring got the next available letter: AY.

However, none of the AYs were much better than the others, so we just kept getting more AYs. They made it all the way to AY.134.
28/
Then in November of 2021 we learned about a new VOC circulating in South Africa that had a ton of changes, many of which were immune evading changes.
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A word about antibodies and escape mutations.

Antibodies are defensive proteins we generate that bind to things we want to get rid of.

If an antibody can inactivate a virus simply by binding it, it is called a neutralizing antibody.
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Not all antibodies that bind Spike are neutralizing. The vast majority (~90%) of the ones that neutralize do so by binding the receptor binding domain (RBD) of Spike.

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If the virus acquires a mutation that prevents a neutralizing antibody from binding/neutralizing, it is called an ‘escape mutation’.
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There are 3 main ‘classes’ of RBD neutralizing antibodies, and each classes has defined escape positions. Thanks to the work of @jbloom_lab @yunlong_cao and many others, we have a pretty good idea of which single mutations are escape mutations, and Omicron had a ton of them.
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At this point in time (early 2022) the immunity against SARS-CoV-2 was relatively ‘homogeneous’. We had generally all been vaccinated or infected with roughly the same virus. This made it a bit ‘easier’ for a lineage like Omicron to be widely successful.
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From the beginning there were 2 lineages of Omicron (B.1.1.519): BA.1 and BA.2. The two were very different, but clearly of a common ancestor.

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I am personally convinced that they both came from the same persistent infection (which had lasted over a year). We know from our studies with persistent infections and cryptic lineages that individuals with persistent infections can carry a vast diversity of lineages.
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BA.1 swept first in most places, but BA.2 had more staying power. BA.1 probably caused more infections than any other lineage ever, but only lasted about 6 months and it spun off no major offspring.

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BA.2 initially caused fewer infections than BA.1, but it had stronger offspring: BA.2.12.1, BA.2.75, CH, and eventually BA.2.86/JN.1.
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Next after BA.2 was BA.4 and 5. No one really knows where these came from. BA.4 and 5 were VERY closely related, and very clearly close relatives of BA.2, but not clear descendants. They were probably recombinants, but it’s never REALLY been sorted out as far as I know.
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It was during this Omicron period when lineages became a variant soup of convergent changes. Patients still had a few antibodies that would neutralize the virus, so all different lineages started picking up the same mutations to evade them.
40/
I started making these graphs to try to keep up with the convergence, but I couldn’t keep up with it. @dfocosi has done a much better job at keeping these updated.
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Circulating lineages were mostly BA.4/5 descendants through the end of 2022, but a few BA.2 descendants kept hanging on.

Eventually two different BA.2 lineages recombined to make a pretty fit lineage called XBB.
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XBB wasn’t really able to outcompete the BA.4/5 descendants until its kids found a key change: S:486P. This happened many times: XBB.1.5, XBB.1.9, XBB.1.16, etc.
Many of these lineages (and their descendants like EG.5 and HV.1) are still circulating today.
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This summer we got our latest curveball (BA.2.86). This lineage appeared in Israel and was clearly derived from something that circulated over a year ago.

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Personally, I first thought this was just a persistent infection that @shay_fleishon had found. @LongDesertTrain has found scores of these occurrences.

However, within a week the same exact lineage had appeared on three different continents.

It was concerning.

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BA.2.86 did not initially take off like an Omicron. They found that it wasn’t really any more immune evasive than the contemporary lineages like EG.5 or HK.3.
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In fact, it was clear that BA.2.86 was still sensitive to some class 1 antibodies that EG.5 and HK.3 were resistant to. It was also clear that they were resistant was because of the mutations F456L and L455F.
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I was expecting the next step would be for BA.2.86 to pick up one of these.

I was close, it picked up L455S, which created JN.1
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Continued in a 3rd thread.

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More from @SolidEvidence

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
Sep 6
I’ve found cryptic lineages from sequencing wastewater.

I’ve found cryptic lineages from screening databases.

This is the first time I’ve found a cryptic lineage from social media.

This was an interesting story.
1/
Earlier this summer someone poked me to ask what the deal was with Coeur d’Alene, ID whose COVID numbers were consistently the highest in the country (by far).

I couldn’t find the post, so if this was you, please take credit.
2/ Image
It did look suspicious, extremely high and sustained COVID levels, but my sources said they didn’t have any out of the ordinary case levels.

This was consistent with a cryptic lineage.
3/
Read 10 tweets
Aug 22
It’s been 2 days, 143 comments, and I’ve been called lots of bad names.
Here’s what I learned about protein based Novavax (NV) vs mRNA COVID vaccines.
1/
The pretty universally agreed on difference is that Novavax has fewer side effects.
If you have bad vaccine reactions, it is probably the better choice.
2/
There are other differences too. NV is protein based, so the immune response is antibody focused, while the mRNA is response is broader and produces both antibodies and CTLs.
3/
Read 11 tweets
Aug 17
It’s been 2 years since BA.2.86 first appeared (and I’m give the variant update to SAVE on Monday), so I thought I would do a little summary about this era of SARS-CoV-2 evolution.
1/ Image
SARS-CoV-2 lineages come up with new constellations of mutations in 3 main ways.
1. Sequential acquisition of mutations during normal circulation.
2. Recombination.
3. Sweeping new lineages (almost certainly from persistent infections).
2/
BA.2.86 was one of the sweeping changes. When it first appeared in Israel I thought it was a persistent infection, most of which never spread. Then it appeared in Denmark too.
3/
Read 13 tweets

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