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

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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