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.
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'.
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.
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.
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).
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.
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.
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.
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:
What are really the most prevalent SARS-CoV-2 lineages and which are increasing?
This is our latest wastewater analysis.
1/
We downloaded and analyzed seqs from over 3,000 US wastewater samples collected since Oct 16.
We only analyzed the US samples because there weren't any other sites we could find that covered the time period. This represented at least 80M people. 2/ ncbi.nlm.nih.gov/sra/
For the analysis we compared the frequency of every non-consensus change in Spike during the first 3 weeks (10/16-11/5) to the frequency in the second 3 weeks (11/6-11/26).
I'm working on a new strategy to track lineages by making composites of all of the recent wastewater sequences. 1/
We downloaded about 1600 samples from the last month (~1 TB of data) and compared the frequency of mutations in the first 2 weeks versus the second 2 weeks.
2/
KP.3.1.1* is still on top with 50-55% of sequences and dropping slowly.
XEC* is next at 30-35% and rising slowly.
2/
GISAID vs SRA/WW
I thought I would do a little comparison to see how wastewater sequencing data compares with patient sequencing data in evaluating viral trends. 1/ cdc.gov/nwss/index.html
For WW I took all of the samples from our most recent SRA download that were collected in the last month (~500 samples). This wasn’t normalized.
For the patient side I used Cov-Spectrum data (because it's public) from the last month (8,302 sequences). 2/ cov-spectrum.org/explore/World/…
There are about 50k patient samples collected for sequencing each month, but there is always a delay before they are all sequenced and uploaded.
I decided to have a more careful look back at the evolution of the Maryland cryptic lineage. 1/
Standard explanations and disclaimers.
Cryptic lineage: unique, evolutionary advanced SARS-CoV-2 lineages detected in wastewater from an unknown source.
Cryptics are not from animals, they are long term infections. 2/
Maryland folks, I need another favor.
There is a person from Anne Arundel county that has been infected with SARS-CoV-2 for about 3 years (Delta infection).
They probably don’t even know they are infected, but they are shedding a ton of viral material in wastewater 1/
I’m trying to find this person without invading their privacy, if they are willing to be found.
Here are a few threads I’ve written about this variant if you want to read up.