the paper in question, by Tom Gallagher, is finally out: doi.org/10.1128/mBio.0…

i've read a lot of #SARSCoV2 papers this year. i've even read a lot of *good* #SARSCoV2 papers this year. this is hands-down the best one i've read this year (yes even w/4.5 months left this year).
it was the subject of his @NIDO20201 talk, which due to technical difficulties had to be uploaded later, & so i never did a livetweet. so having read the paper extensively, i'll do a summary of it & some implications.
first, a bit of background: viral fusion proteins exhibit various metastable points along a tradeoff between fusion protein stability & fusogenicity.

a highly fusogenic protein will be excellent at cell entry but be highly unstable in even slightly harsh conditions.
this, btw, is why the S1/S2 FCS is very commonly lost in cell-culture adapted strains of β-CoVs that harbour such a site, it's a known common thing for #SARSCoV2 but also occurs w/HCoV-OC43 (strain "ATCC") & MHV, among others.
in a cell culture, harsh conditions tend to result in viral particles having the Spike transition to a postfusion state much more easily, often before it can infect another cell. the result is highly fusogenic strains often grow much *worse* & are a pain to get to form plaques.
conversely, the opposite seems to be selected when you have high background transmission & sufficiently many non-immune hosts: even if viral particles can be inactivated quickly, hyper-fusogenic ones will more rapidly enter cells & become infectious more easily.
B.1.617.2/Delta is a perfect example of this: P681R results in extremely high cleavage at S1/S2, often before cell exit in trans-Golgi even, resulting in Spikes that form large syncytia & enter cells easily.
but... one thing that i've wondered for awhile is why was it specifically the .2 variant that became so highly dominant when all of B.1.617 contained P681R?

looking at mutations revealed T478K & a bunch of NTD mutations in loop 2 that remodelled the NTD supersite.
i'm skeptical the first has much of an effect. the latter, though... my biggest mistake when it comes to mutations on Spike has been underestimating the effects of the NTD. and this paper illustrates that beautifully...
it looks at specifically three loops in the NTD that are part of the antigenic supersite. an interesting result is that they are *highly* divergent between #SARSCoV2 & SARS Classic, w/the latter having much shorter ones (loop 1 is only 5 residues long there!)
so, what happens when we swap them between the two viruses? how does SARS-1 w/the SARS-2 NTD loops function & how does SARS-2 w/the SARS-1 NTD loops function? in addition, we know that D614G is a highly stabilizing mutation, so let's look at D614G w/SARS-1 NTD loops too.
here's where it rapidly gets fascinating: there wasn't much of a difference for SARS-1. but for SARS-2 there was a dramatic destabilization w/the SARS-1 NTD loops, to the point where there was a *near-complete absence of S1 on VLPs* & thus unviable virus.
HOWEVER! addition of D614G stabilized the resulting Spike sufficiently that D614G SARS-2 w/SARS-1 NTD loops remained viable & was *better at cell entry* than WT D614G SARS-2.
what was now looked at was *how* the NTD loops so dramatically affected stability of S1/S2 given their distance from most other domains. it turns out:
- they affect RBD positioning into "up" states more likely to bind hACE2.
- furthermore, they affect cleavage at the activating S2' site by TMPRSS2 that results in the transition to a postfusion state. this was most dramatic for SARS-2 w/SARS-1 loops, which was ~100x more sensitive to proteolytic activation there than any other of the VLPs tested.
basically, it turns out that by affecting both RBD positioning & prefusion trimer stability, the NTD hypervariable loops are yet another source of variation for stability vs. fusogenicity of Spike.
now, for a couple interesting conclusions: first off, this paper in my mind solidly demonstates that neither NTD mutations nor FCS improvements were likely viable for #SARSCoV2 *before D614G became dominant*; they'd just be too destabilizing otherwise.
interestingly, though, #SARSCoV2 Spike was still relatively stable compared to at least SARS Classic & most likely most other sarbecoviruses w/similar NTDs; the hyperdivergence there IMHO is quite possibly why an FCS there, once added via template switching, *was not deletrious*.
thirdly, B.1.617.2/Delta has a very dramatic remodelling of loop 2 of the NTD by deletions at 156, 157 & a R158G substitution. recent results by @veeslerlab shows a pretty spectacular refolding of the Delta NTD:
coincidentally, it starts to resemble the SARS Classic one quite a bit more. imho, this very likely contributes to the enhanced fusogenicity on top of P681R & is quite likely how B.1.617.2/Delta has such a dramatic increase in both infectivity & replication kinetics.
lastly... i'm actually now of the opinion that there *is* no global optimum for Spike b/c the metastable dynamics involved mean that different conditions result in different optimality curves.
for instance, B.1.617.2 is a highly fusogenic 3-up Spike. it's likely very close to optimal in the situation where there's still large pockets of naive hosts b/c it's *extremely* contagious. will it remain optimal once immunity reaches >95% or will hiding RBDs be favoured then?
(i suspect so, by analogy to endemic HCoVs, but i'm not very confident in guaranteeing that, let alone making any claims on what that might do to transmissibility beyond likely weakening it a bit).
lastly, imho this is a fascinating example of how varying fitness mechanisms interact. the hypervariable loops are located in the NTD antigenic supersite & the remodelling takes out binding by a large amount of NTD-targeting nAbs.
however, what likely resulted in this becoming dominant was the consequence that this remodelling improved Spike fusogenicity.

in other words, it evolved in-host due to antigenic pressure, but became dominant in-population due to transmission effects.
(imho, a lot of people overestimate antigenic pressure as a source of viral evolution while underestimating... most other sources).
anyhow, that's all. i cannot understate how much this paper is worth a read, seriously, go check it out!

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More from @wanderer_jasnah

13 Sep
so i've been asked if it's likely that Ab waning is as likely after a third dose as it is after 2 & while it's suggestive that the answer actually is *no* () i also really think we're really over-focusing on the importance of this issue.
for starters, we're also dealing w/an antigenically drifted virus. it's not a huge case of nAb epitope escape, but L452R (& T478K too, to some extent) *do* affect binding somewhat. "waning" & the rise of Delta coincide, making it hard to tease apart how much each effect...
...contributes to a vax breakthru case. furthermore, B.1.617.2/Delta is very fast & replicates to a high titer very quickly, making relying solely on a memory response tricky if your goal is preventing infection or specially transient swab positivity.
Read 11 tweets
13 Sep
going to assume this is about Jeremy Farrar's recent comment to the effect of having to expect another 30k dead/year in the UK from #COVID19... in which case, this won't be the case for much longer b/c this virus will run out of immunologically naïve hosts soon.
like hot take i actually agree with Ellie *if* this were a scenario we were talking about as likely (i genuinely think we tolerate too many flu deaths, for instance), but it's just not.

can we all seriously relax a bit instead of yelling at each other over hypotheticals?
also like, society is complicated & many pandemic restrictions *do* have externalities, often ones that can be hard to see. for instance, indoor dining restrictions in HK led to a massive increase in street sleeping. travel restrictions have caused hell for refugee applicants.
Read 4 tweets
26 Jul
i think a lot of people are misunderstanding the mechanism behind "shift to endemicity" in a CoV.

it's not at all due to the *virus*. yes, endemic HCoVs have certain mutations (such as a preference for closed RBDs on Spike where the CTD is the RBD) but those are from...
...selection pressure *once in the endemic state*.

what causes the shift is the virus going from antigenically novel to us having prior immunity. @dylanhmorris wrote a great article on this that is *highly* worth a read: theinsight.org/p/novelty-mean…
but to expand a bit: once we have immunity to a virus, generally* the virus stops being able to cause *disease*. in some cases, immunity is more-or-less sterilizing, i.e. you *generally* don't get symptomatic disease.

*yes i know about Dengue. ADE has not been observed here.
Read 11 tweets
17 Jul
i was prepared for some potential bad takes when i opened nature.com/articles/d4158… but last 2 paragraphs just blew me the fuck away.

let's start with, uh, how little empathy do you have to have to write the words "more death, although seriously concerning, is a minor problem..."?
anyway i seriously am blown away that this person is a virologist. i thought that we moved past the whole "partial immunity" nonsense an eternity ago.

you can select for escape mutants towards a monoclonal or an antiviral. b/c those can't fucking ADAPT to the virus.
guess what our adaptive immune system can do, OTOH? this is assuming it manages to escape a complex polyclonal response over multiple arms of the adaptive immune system.
Read 8 tweets
14 Jun
okay, here's the Framatome report from EDF:

"EDF a été informée de l’augmentation de la concentration de certains gaz rares dans le circuit primaire du réacteur n°1 de la centrale nucléaire de Taishan."
-> "EDF has been informed of the increase in the concentration of certain rare gases in the primary circuit of reactor no.1 of the Taishan nuclear power plant"
"La présence de certains gaz rares dans le circuit primaire est un phénomène connu, étudié et prévu par les procédures d’exploitation des réacteurs." -> "The presence of certain rare gases in the primary circuit is a known phenomenon in the operating procedures of the reactors."
Read 4 tweets
14 Jun
disclaimer: i know i'm not the target of this question (1) i'm as anti-CCP as it gets, 2) i am on record as saying i will happily DRINK a glass of the undiluted Fukushima wastewater & i stand by that), but let's take a look at the Framatome/Areva report.
i haven't been able to find the actual report they gave the US DoE, so right now i'm going by france24.com/fr/info-en-con… & edition.cnn.com/2021/06/14/pol… under the assumption that news agencies didn't fuck up interpreting the science.
(if anyone can find a copy of the official statement from Framatome i'd really like to read it. English or French is fine).
Read 20 tweets

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