Marc Johnson Profile picture
Sep 18, 2022 19 tweets 7 min read Read on X
SARS-CoV-2 lineages, Cryptic lineages, and a prediction of what the next dominant VOCs will be.
We sequence SARS-CoV-2 from wastewater using a different approach than most. We sequence smallish fragments of the genome so that we can tell if particular mutations are derived from the same virus. This way we are better able to determine if there is anything new circulating. Image
About a year and a half ago we detected something from a St. Louis sewershed that didn't make sense. SARS-CoV-2 lineages whose sequence did not match anything that had been seen from patients. We called these 'cryptic lineage'. Image
Wanting to know if this kind of thing was common, we started collaborating with @DrJDennehy to see if we could find anything similar in other places. NYC also had cryptic lineages. Not the same lineages, but lineages with similar characteristics.
nature.com/articles/s4146…
By the end of 2021, we had identified 9 sewersheds (out of about 180 that were being routinely surveyed) that contained cryptic lineages, including a lineage from California with @RoseKantor.
medrxiv.org/content/10.110…
My obsession with finding and characterizing these cryptic lineages accelerated in 2022. To date we have screened wastewater from around 700 sewersheds. In total we have found 24 putative lineages. I say putative because some of them we have only seen once.
We still didn't know where these lineages were coming from. I was convinced of an animal reservoir. What changed my mind is when we tracked a lineage in Wisconsin with @dho all the way to a single set of bathrooms. There is no animal contribution. It is from a person. Image
What we think is happening is that cryptic lineages are very long-term infections in people (often >1 year). Perhaps GI infections. The hosts are obviously mounting an immune response, but are not able to clear the infection.
Because there are no genetic bottlenecks from spreading from person-to-person, these viruses basically push the evolutionary fast-forward button.
What can these lineages tell us about circulating viruses? These are the sites in the Spike RBD that are most commonly changed in the cryptic lineages. We had seen lineages with these changes long before they were seen in Omicron. Image
When Omicron arrived (shown in red) it had mutations at many of the same sites. The main exceptions were L452 and N460, which were common in cryptic lineages, but were not in Omicron (BA.1). Image
About six months later we started seeing Omicron lineages with mutations at L452. Highlighted in red are the changes in BA.4/5 (which has L452R), but there were also lineages with L452Q, L452M, and others. These lineages took over, but there were still no changes at N460. Image
Finally, a few months ago N460K appeared in an Omicron lineage (BA.2.75). However, it was not combined with any of the L452 mutations. Nonetheless, BA.2.75 and its derivatives have continued to expand and slowly displace other lineages. Image
A few days ago, a new lineage appeared in a MO wastewater sample. Omicron with L452R+N460K (and K444M). This appears to match a new lineage that was just designated as BU.1 a few days ago. Currently there are only 13 sequences in GISAID with this combination of mutations. Image
However, I recently learned from @CorneliusRoemer that I was behind in my lineages. There is another completely independent lineage that arrived at almost exactly the same combination. This lineage is designated BQ.1.1. This group has L452R+K444T (rather than K444M).
In addition, BQ.1.1 has also picked up R346T (also in BA.4.6). We haven't focused as much on this region of spike, but most cryptic lineages that we have checked also have a mutation at this site. It seems to be pretty critical. BQ.1.1 is new, but it seems to be taking off.
There you have it. BQ and BU. I don't know if they will cause a spike in total cases, but barring something completely new appearing, I predict that they will be the dominant VOCs in the coming months.
Addendum. It seems a few other lineages have hit very similar 'jackpot' combinations very recently. In addition to BU and BQ:

BW.1 (BA.5.6 derivative)
BS.1 (BA.2.3 derivative)
BR.2 (BA.2.75 derivative)
other undesignated

They all have N460K, L452R + other changes.
Real pango experts, please correct me if I botch any of these, or have missed any. @CorneliusRoemer @PeacockFlu @siamosolocani @LongDesertTrain

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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.
3/ Image
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.
1/ Image
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.
2/ Image
The genome is ridiculously predictable.
At least part of the sequences had s2m intact with the 29758G fix.

3/ Image
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.
3/ Image
Read 13 tweets

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