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Ryan Hisner

@ryanhisner.bsky.social
9.1K followers 415 following 2.3K posts

Teacher. Learner. Investigating mysteries of SARS-CoV-2 evolution. LongDesertTrain on another platform.

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Ryan Hisner @ryanhisner.bsky.social · 7h
Yes, N:132-151 (& other regions) are conserved between SARS-1 and SARS-2, but PJ.2.1 has N:T148A, so any rapid test looking for that epitope would work for nearly all SARS-2 variant and SARS-1, but potentially not PJ.2.1. They may test somewhere else, but we have no idea. It's all secret—absurdly.
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Ryan Hisner @ryanhisner.bsky.social · 10/10/2026
Elon the Terrible—renowned for his powerful empathy—thinks it's a great idea. Hard to imagine strong proof that this is a harebrained/ sinister move.
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Ryan Hisner @ryanhisner.bsky.social · 09/10/2026
Just to add some detail to the PJ.2.1 picture outlined in the thread below, here's a Venn diagram (modeled on Cov-Spectrum's) of the four major PJ branches' amino acid mutations (excluding all shared, inherited MC.10.1.7 mutations).
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Ryan Hisner @ryanhisner.bsky.social · 09/10/2026
These different PJ-tree branches are NOT simply recombinants of two different genotypes. There are no clear breakpoints in any of them. Each branch shares numerous mutations with every other branch and has many unique mutations of its own, all scattered across the genome.
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Ryan Hisner @ryanhisner.bsky.social · 09/10/2026
Large upload from Ontario yesterday, providing some striking revelations about the evolution of PJ.2.1. First, there is yet another strikingly divergent branch of PJ.2.1. This isn't one variant: it's four. More and more, this resembles the emergence of BA.1/2/3. What is happening? 1/
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Ryan Hisner @ryanhisner.bsky.social · 08/10/2026
Would also be nice if we stopped shackling critically injured, half-paralyzed people to their beds, against the objections of medical staff. Reminds me of the videos where cops handcuff limp, unresponsive people they've just repeatedly shot.
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Ryan Hisner @ryanhisner.bsky.social · 07/10/2026
...pointed out earlier today, @solidevidence.bsky.social updated his Covid wastewater surveillance dashboard, and all the fastest-growing mutations are from PJ.2.1. (Sole exception is S:K478E, but that one's been very erratic over the past year.) lungfish-science.github.io/wastewater-d...
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Ryan Hisner @ryanhisner.bsky.social · 06/10/2026
Also saw a PJ.2.1 in Spain with S:N334K, a big Ab-evading mutation according to the @jbloomlab.bsky.social KP.3.1.1 DMS stats—nearly as evasive as XFG's S:N487D. However, that one also had a bizarre deletion in N (∆203-208) that ought to ~abolish N phosphorylation, likely highly deleterious.
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Ryan Hisner @ryanhisner.bsky.social · 05/10/2026
This is total nonsense. Did you just make that definition up? PPP is the only real way to compare the size of countries' economies. It's similar to adjusting for inflation in historical comparisons.
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Ryan Hisner @ryanhisner.bsky.social · 05/10/2026
That is total nonsense. Purchasing power parity is the only way to fairly compare the size of countries' economies. This isn't controversial.
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Ryan Hisner @ryanhisner.bsky.social · 04/10/2026
This could be said about the original post. You don't have to be a fan of Tucker Carlson or Russia (I'm neither) to acknowledge that the Russian economy is ~60% larger than the UK economy. This is not controversial. The widely accepted way to measure an economy's size is by purchasing power parity
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Ryan Hisner @ryanhisner.bsky.social · 04/10/2026
This is wrong. Anyone semi-literate in economics knows the only serious way to measure the size of an economy is using purchasing power parity. Russia's economy is ~60% larger than the UK's. See World Bank & IMF figures below. No need to lie to make a case against the brutal Russian regime.
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Ryan Hisner @ryanhisner.bsky.social · 03/10/2026
Pretty sure it's also important that it's in a relatively narrow range which the upper-atmosphere is transparent to. pace.oceansciences.org/atmos_light....
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Ryan Hisner @ryanhisner.bsky.social · 30/09/2026
H1N1 was a virtual no-show last winter as well, so I have to think waning immunity/larger-than-normal number of susceptibles is playing a role in the early H1N1 wave this year.
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Ryan Hisner @ryanhisner.bsky.social · 30/09/2026
Mutations in PJ.2.1 (and the lineages preceding it) relative to BA.2.86.
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Ryan Hisner @ryanhisner.bsky.social · 30/09/2026
Three PJ.2.1 just showed up in New South Wales, Australia. Collection dates Sept 8, 20, 21. PJ.2.1 makes up: 3/54 NSW sequences collected since Sept 8 2/7 NSW sequences collected since Sept 20 They look like three separate introductions. PJ.2.1's traveling well for sure.
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Ryan Hisner @ryanhisner.bsky.social · 29/09/2026
By far the most commonly mutated CD8 T cell-epitope site in chronic infections is ORF1a:T1638, and mutations there are now far more common in circulating lineages than they ever have been. In one case (RF.5.4.1) it's paired with another major HLA*01:01 escape mutation: ORF1b:T730I.
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Ryan Hisner @ryanhisner.bsky.social · 28/09/2026
Saw my doctor two weeks ago and he said he'd already had four patients test positive for influenza A. (I live in Indiana.) I'm guessing this will be a big H1N1 year given the near total lack of H1N1 wave last year? It's all H1N1 so far according to syndromictrends.com
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Ryan Hisner @ryanhisner.bsky.social · 27/09/2026
"Fur farming...allows for rapid spread of viruses with pandemic potential—& for virus adaptation to animals that would be unlikely to occur in nature.... Mink, more so than any other farmed species, pose a risk for the emergence of future disease outbreaks & the evolution of future pandemics." 3/4
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Ryan Hisner @ryanhisner.bsky.social · 25/09/2026
Two measles cases reported in the small county I live in. No public details. We have the 5th-highest Amish population of any county & 3rd-highest by population density. I do not know their vax status, but if it was low in Lancaster, PA, it's likely low here as well. www.wane.com/news/local-n...
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Ryan Hisner @ryanhisner.bsky.social · 24/09/2026
As outlined previously, Yunlong Cao's team has demonstrated in previous studies that A475V is a major escape mutation for antibodies that PJ.2.1 is extremely vulnerable to. bsky.app/profile/ryan...
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Ryan Hisner @ryanhisner.bsky.social · 24/09/2026
This new one represents a second independent acquisition of A475V by PJ.2.1. I think seeing A475V twice already—in addition to the existing reasons to think it could be advantageous in PJ.2.1 (see next post)—mean it's very likely that A475V will grow faster than baseline PJ.2.1.
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Ryan Hisner @ryanhisner.bsky.social · 24/09/2026
It's a different branch actually, so this represents a second, independent acquisition of A475V by PJ.2.1.
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Ryan Hisner @ryanhisner.bsky.social · 20/09/2026
No, I don't think so, though the difference isn't enormous when considering PJ.2.1. The main advantage of XFG is that the great majority of infections are XFG or XFG-like right now & will likely remain that way for several weeks (or more). Below is a comparison of LP.8.1.1, XFG, and PJ.2.1 spikes.
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Ryan Hisner @ryanhisner.bsky.social · 20/09/2026
...and this error message for the Nextclade aligned sequences:
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Ryan Hisner @ryanhisner.bsky.social · 20/09/2026
I just tried two of the higher-quality PJ.2.1 sequences (EPI_ISL_20529124 and EPI_ISL_20531725), both in their original form and in nextclade-aligned form, but I still get this error message for the former:
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Ryan Hisner @ryanhisner.bsky.social · 19/09/2026
Closer view of that top branch and the nearby sequences. The "USA/FL-PRM-GKISBBB" one is the travel sequence from Cuba.
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Ryan Hisner @ryanhisner.bsky.social · 19/09/2026
These don't appear to be the result of a single introduction to New Brunswick. Bottom 4 seqs sprout from the major PJ.2.1 branch, but the top 3 descend from a branch with seqs from California, Colorado, and New Jersey—and are right next door to a US travel sequence from Cuba.
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Ryan Hisner @ryanhisner.bsky.social · 19/09/2026
Reminder: PJ.2.1 is a saltation variant that originated in Ontario, Canada. Mutations in the branches leading up to it, starting with BA.2.86, pictured below.
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Ryan Hisner @ryanhisner.bsky.social · 19/09/2026
One of two antibodies that PJ.2.1 is more vulnerable to than any other (IC50 = 0.001), & to which it is much more vulnerable than XFG (its primary competitor in NA/Europe), is ~entirely escaped by A475V, judging by LF.7 vs LF.7.9 readings. Both images from Yunlong Cao studies.
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Ryan Hisner @ryanhisner.bsky.social · 18/09/2026
New paper from phylogenetics/evolution arch-guru Richard Neher (@neher.io) and Luca Sesta! Tantalizing title ("Epistasis and the changing fitness landscapes of SARS-CoV-2") and abstract. Paywalled, unfortunately. academic.oup.com/genetics/adv...
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Ryan Hisner @ryanhisner.bsky.social · 15/09/2026
Here's a quick visual summary of the amino acid mutations on the branches leading from BA.2.86 to PJ.2.1.
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Ryan Hisner @ryanhisner.bsky.social · 15/09/2026
The situation is less clear for PJ.2.1. Compared to other circulating variants, it is more susceptible to class 3 and class 5 antibodies. These tend to be Omicron-specific, but I cannot find the exact epitopes of the mAbs highlighted in magenta below, so I can't make any precise predictions.
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Ryan Hisner @ryanhisner.bsky.social · 15/09/2026
What mutations should we expect PJ.2.1 to add? In late 2023, BA.2.86 had a clear Achilles Heel for type 1 Abs. @solidevidence.bsky.social famously predicted where it would add mutations (S:455-456). It did so promptly (L455S) becoming JN.1, which drove a large winter wave & still reigns worldwide.
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Ryan Hisner @ryanhisner.bsky.social · 15/09/2026
But as Yunlong Cao's team has shown, PJ.2.1 is similar to BA.2.75 or BA.2.86 in that it burst onto the scene with very high ACE2 affinity. (Lower value means stringer binding in graph below.) www.biorxiv.org/content/10.6...
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Ryan Hisner @ryanhisner.bsky.social · 15/09/2026
As @siamosolocani.bsky.social points out, @solidevidence.bsky.social's wastewater variant dashboard makes it clear that PJ.2.1 is the fastest-growing lineage in the US. I've inserted arrows pointing to some of the PJ.2.1 mutations. The farther above the dotted diagonal line, the faster the growth.
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
Can't seem to get this to work. Does it have to be a GenBank fasta? I tried a regular GISAID fasta & it didn't work (got the top error message). I used Nextclade to get an aligned fasta but got the bottom error message. Genbank is basically useless to me. Impossible to find individual seqs there.
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
It's part of a larger mutation pattern that occurs in chronic sequences that includes ORF1a:233, ORF1a:1272-1273, and ORF1a:1361-1372. I'm not sure if this pattern is related to the Mac1-MAC2/neutrophil-mediated inflammatory reactions, but it's worth thinking about.
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
Mutations from ORF1a:1361-1372 are enormously overrepresented in chronic-infection sequences, but even within this region, ORF1a:S1372 mutations—including S1372A, S1372C, S1372P, & S1372V—stand out.
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
Among mutations occurring ≥25 times in a chronic-infection seq database I curate (called EPCI), ORF1a:S1372A is the 9th most over-represented mutation (relative to high-quality circulating seqs—HQCS). It's #4 among muts occurring ≥50 times. (6 of the top 8 are part of a deep-lung/BAL mut pattern)
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
...that seems important for the Mac1-Mac2/HEBP2 interaction is sometimes mutated in SARS-CoV-2, and that virtually exclusively during chronic infections. That's ORF1a:S1372 or NSP3:S554, which was mutated in the saltation variant BA.2.87.1 to S1372A.
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
And since HEBP2 suppresses inflammatory innate immune reactions, the result is excessive inflammation, NETs, etc. Mostly governed by highly conserved AA residues, which they demonstrated by mutagenesis are essential for the interaction. Only one AA residue... www.sciencedirect.com/science/arti...
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
A recent study from @cellpress.bsky.social's Cell Reports convincingly traces neutrophil inflammation and NETs during SARS-CoV-2 infection to the Mac2-Mac3 domains (which they call SUD2core) of NSP3. Mac2/3 recruits HEPB2 along with an E3 ligase that ubiquitinates it, leading to its degradation...
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
Partly this is a raptor thing in general, but the northern goshawk in particular has always looked severely pissed off in nearly every picture I've seen of one. (Several times I've thought I saw one IRL, but never with certainty.) This picture from www.facebook.com/photo/?fbid=...
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Ryan Hisner @ryanhisner.bsky.social · 13/09/2026
Or possibly AACGAACTAAA? That is very similar to the SARS-2 TRS, which is AAACGAAC (followed by TTTAA instead of TAAAA). The match with spike is pretty bad, but maybe very little spike is expressed in this virus.
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Ryan Hisner @ryanhisner.bsky.social · 12/09/2026
Let's hope the AI bubble bursts as quickly as possible. Everyone knows it's a massive bubble—including AI agents. It's just a question of how long the collective insanity can persist. Below: ChatGPT's answer to @deanbaker13.bsky.social's question about the AI bubble. cepr.net/publications...
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Ryan Hisner @ryanhisner.bsky.social · 12/09/2026
I include the extra ORF8b (analog of ORF9b in SARS-2 or the "I" protein in other BetaCoVs) Kozaks because in MERS (most similar virus to BRZ), it's known that multiple proteins are produced by internal Ms in ORF8b. As in other BetaCoVs, BRZ has a lot of Ms in ORF8b, all with quite good Kozak seqs.
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Ryan Hisner @ryanhisner.bsky.social · 12/09/2026
I have no idea if the negative-strand ORFs here are real. However, searching for similarly large negative-strand ORFs in all betaCoV sequences, the only other comparably large one is a 250-AA one in mouse hepatitis virus (MHV-A59). When you search SARS-2 for (-)-strand ORFs, none reach 100 AA.
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Ryan Hisner @ryanhisner.bsky.social · 12/09/2026
The green parts I put together/interpreted my self; the white parts are basically from the supplementary file from the study supplementary data table 2. "Kozak score" is my own invention based on the ideal human Kozak seq, worst possible being 0 and best 1. The extra Kozaks are for in-frame Ms.
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Ryan Hisner @ryanhisner.bsky.social · 12/09/2026
Turns out there are likely quite a few accessory genes in this new bat-CoV; the authors just decided to put most of them in the supplementary. I went ahead & gave the ones that could be real names (I think ORF3a/b are likely distantly related to the sarbeco ORF3a/b, but not sure about the others).
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