Marc Johnson Profile picture
Dec 23, 2023 26 tweets 5 min read Read on X
We are now officially into year 5 of the SARS-CoV-2 pandemic/endemic.

I gave a lecture to my virology class this Fall about the history of the pandemic through the lens of viral genotypes.

I thought I would share that lecture as a thread.

This is a long one.
1/
In the beginning there were 2 genotypes of SARS-CoV-2, A and B.

The two differed by only 2 nt, but both lineages would go on to circle the globe.

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The fact that both lineages were present in the Wuhan Seafood market from very early on is one strong piece of evidence that the market was the likely origin.

If the market were just a single superspreader location, you wouldn’t have expected it to have both lineages.

3/
The virus was found to be closely related (96% identical) to a bat sarbecovirus, RaTG13.

A striking difference was a 4 AA insertion that would create what is called a furin-cleavage site (FCS), a protein sequence that could be cut by the cellular protein furin.

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Lab leak proponents will claim that this is evidence that the virus was engineered because many other coronaviruses have an FCS at the same site, and investigators had talked about testing these kind of changes.

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Zoonosis proponents will counter that coronaviruses make random insertions all the time, and no idiot would generate an FCS that was preceded by a proline (P) since that would make a very poor cleavage site.

6/
The virus agreed with the zoonosis proponents on this account and proceeded to eliminate the Proline numerous times. 681P went extinct in circulating lineages years ago.

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But the A and B lineages started having offspring and eventually a B descendant called B.1 took over. Bette Korber was the first to point out the dramatic increase in lineages containing the mutation D614G, a key mutation in the B.1 lineage.

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I now need to explain how PANGO designations work if you aren’t familiar already.

Every lineage has a numerical designation starting with A or B.

Any time they get a descendant, they get the same designation as the parent with a new number added at the end.

9/
The first descendant of B was B.1, the second was B.2, etc.
When B.1 had descendants, they were B.1.1, B.1.2, etc
And so on.

10/
However, they couldn’t have strings of numbers going on forever, so they put a cap at 3 numbers.

Once a lineage gets a 4th number, that is converted to the next available letter in the alphabet.

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The first time this happened was with the lineage B.1.1.1.1, which became C.1.

Eventually they ran out of single letters and had to switch to a two-letter code. We are about halfway towards needing a 3-letter code.

12/
Last thing, when a viral recombination occurs, the lineage starts with X (like XBB), but then all the same rules apply.

BTW, I would like to thank the dedicated scientists (mostly volunteers) that keep track of these lineages through tireless analysis. The list is long.

13/
The B.1 and B.1.1 lineages dominated by mid-2020 and everyone thought the pandemic would soon be over.

Then something surprising (to me) happened with a virus that is supposed to make virus very few replication errors.

14/
We started getting various lineages that seemed to be spreading at a much faster rate. The lineages (at the time) were called the UK variant (B.1.1.7), the South Africa variant (B.1.351), and the Brazil variant (B.1.1.28.1/P.1). These are now called Alpha, Beta, and Gamma.

15/
All three of these lineages, which were from very different viral backgrounds and parts of the world, had the same Spike mutation N501Y.

Why did this only start appearing a year into the pandemic?

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Some said it was about immune evasion, and the virus didn’t need it before because no one had immunity before.

I never bought this. The most successful of the three N501 lineages was Alpha, which is not particularly immune evasive.

17/
Others said that N501Y gave a general growth advantage because it enhanced receptor binding.

If true, why did it take so long to be select for it?

18/
The answer of the timing of N501Y lineages probably has to do with how they emerged.

There is a lot of evidence that all 3 of these lineages were derived from persistent infections. This helps explain the timing.

19/
We know now that people can be infected for months or even years with SARS-CoV-2 in some instances, and this is basically like sending the virus to college.

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In a persistent infection the virus has lots of time to try out different combinations of changes that it doesn’t get to try when it is ‘working’ (in circulation).

I know I’m anthropomorphizing, but it fits.

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Generally, the novel lineages from persistent infections take months to years before they ‘escape’ and start circulating again. (In the vast majority of cases, this never happens, it just stays in the one patient)
22/
Although the Alpha/Beta/Gamma lineages all had N501Y, they also had other changes (such as changes at the FCS), and they were all B.1/B.1.1 derivatives (containing D614G).

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It was probably just a matter of timing.

In the first few months B.1/B.1.1 took over, started a bunch of persistent infections, and then three of these started circulating again a few months later, and they all had certain ‘obvious’ changes like N501Y.

24/
Opps, I guess twitter has a string limit now. I'll continue in another thread.

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More from @SolidEvidence

Apr 30
This is crazy.

Imagine a hole the size of a football field that is 700 feet deep.

Now fill it up with wastewater, and remove a tablespoon.

That was our starting material for this study.

1/ Image
Using an untargeted sequencing approach, we were not only able to identify a single measles patient from that sample, but we were able to confirm that the sequence of the virus specifically matched the virus from that patient.

2/
evidence.nejm.org/doi/pdf/10.105…
Kind of mind boggling, isn’t it?

3/3
Read 4 tweets
Apr 28
BA.3.2 is strange is so many ways.

It's now 17 months old, which is really quite old for a COVID lineage.

Every so often there is a sweeping lineage that displaces everything in circulation, but when that doesn't happen the existing 'clans' fight it out with each other.
1/
The longest running clan is the current one. BA.2.86 emerged around July 2023 and is still going strong.

This is the RBD of the original BA.2.86, and some of its descendants from 17 months later.

2/ Image
The second longest lasting was the XBB clan. It emerged around August of 2022 and lasted until early 2024.

Again, here is the original RBD and the RBDs 17 months later.

3/ Image
Read 5 tweets
Apr 4
I’m amazed.
It’s really true: the BA.3.2 COVID lineage is infecting children at a much higher rate than previous lineages.

I’m late to this party, but I couldn’t really believe it was true until I did the analysis for myself.
1/
Most countries do not include patient ages with the sequence, so I restricted my analysis to

1. countries with reliable age info,
2. only included sequences submitted since Dec 2025
3. only included countries with over 50 BA.3.2 sequences.

2/
The country with the most BA.3.2 seqs was Luxembourg.

The fraction of BA.3.2 sequences there coming from kids under 10 was over 4-times higher than the non-BA.3.2 sequences.
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Read 10 tweets
Mar 23
A new cryptic lineage popped up in St Louis a few weeks ago.

I’ve been sampling this sewershed (500k people) twice a week for years and the first time I see this cryptic lineage it is 5 years old and makes up 50% of the sample.
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I believe the cryptic is a B.1.1 (circulated until early 2021), but it’s possibly even a B.1.
Clearly pre-Omicron though.
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The genome is ridiculously predictable.
At least part of the sequences had s2m intact with the 29758G fix.

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Read 9 tweets
Jan 24
We found a new (I think) cryptic lineage this week.
I know I say this all the time, but this is really weird.
Warning, this thread is for nerds only.
1/
Here’s what we do. Every week we download all of the new sequences from SRA and run a bunch of screens to look for anachronistic or cryptic lineages.

This new one popped up in 3 different screens.
2/
A good way to spot anachronistic lineages is to look for sequences that have been deleted in contemporary lineages. The virus can only undo a deletion through recombination. If we find seqs that lack the deletions, they have to be old (or contaminated with something old).
3/
Read 16 tweets
Nov 23, 2025
What should we expect this flu season?

Here’s a forecast from a wastewater perspective (because sh*t don’t lie)

1/
Background. The 4 main kinds of influenza circulating among humans (in order of severity) are:
FluA H3N2
FluA H1N1
FluB
FluC (many don’t know this one)

2/
Last season, there was a pretty even split between H1N1 and H3N2, with a little bit of FluB late in the season. At least according to CDC patient data.
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Read 13 tweets

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