As is becoming increasingly common these days, the pace of reality has well outstripped that of the scientific publication cycle. Still, I'd like to share this with you: sciencedirect.com/science/articl… (1/14)
Unless you've been entirely disconnected for the last month or three, the core message (that immunity-escaping variants of SARS-CoV-2 are developing and need to be watched) should come as no surprise. This work focuses on one of the first such mutants identified, N439K. (2/14)
At the time of submission, the N439K variant had been spotted in 34 different countries and had arisen independently multiple times, suggesting at least some gain of fitness over the wild-type virus. (3/14)
So, what does this "N439K" mean? It's a so-called "point" mutant - a change in the identity of a single amino acid - at residue 439 of the spike protein, from asparagine (a short, neutral-but-polar residue) to lysine (longer and positively charged). (4/14)
This site is important for at least two reasons:
(1) It's in the part of the spike protein receptor binding domain (RBD) that binds to ACE2, and is the target for so-called "neutralising" antibodies - the best kind, those that block the virus from actually infecting cells (5/14)
... rather than "just" alerting the immune system to destroy the viral particle; and
(2) the equivalent site in the original SARS spike protein is an arginine (another positively-charged residue) which forms a stabilising salt bridge to glutamic acid 329 on ACE2.
(6/14)
So the questions were: (a) does N439K form a similar stabilising salt bridge, increasing affinity to ACE2; and (b) does this mutant escape recognition by existing antibodies?
The answers were (a) sorta, and (b) sometimes.
(7/14)
To go into more detail: while the lysine doesn't appear to form a *direct* salt-bridge (where its amine binds directly to the acid), there is salt-bridging behaviour leading to a tighter RBD-ACE2 interface. Wild-type (6m0j) on left, N439K on right. (8/14) ImageImage
Experiments showed that this mutant has about 2-fold higher affinity for ACE2 compared to wild-type, and comparable overall infection fitness.

Now, immune escape: of a panel of 140 monoclonal anti-RBD antibodies, 16.7% had at least a 2-fold reduction in affinity. (9/14)
Not terrible, you might think, but the affected antibodies include some that are currently in clinical use for treatment of severe COVID-19 cases.
(10/14)
Overall, this mutant served as one of the early warning signs that the fight against SARS-CoV-2 could become even more protracted than it already has been, and that continual surveillance and adaptation will be needed. (11/14)
This has of course been borne out by the various other "problem" strains that have arisen since. Seems there's still a lot of work to do.

This paper was the work of a great many highly talented people, and I am grateful to have been given the chance to contribute. (12/14)
My part came relatively late in the game: specifically, rebuilding and refining an atomic model of the N439K RBD:ACE2 complex against a 2.8 Angstrom crystal dataset gathered by the @Vir_Biotech team; and helping build out the full N-linked glycans... (13/14)
... to provide a solid starting model for simulations by @jchodera and his team to explore the potential conformational plasticity of RBD:ACE2 variants outside the constraints of the crystallographic environment. (14/14)

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More from @CrollTristan

8 Feb
A more extreme illustration of the problem: yes, this is a single residue (JSG, found in 6s8h and 6mhu). What it actually *is* is E. coli lipopolysaccharide (LPS) - how it appears in the database is {deep breath}:
(2~{r},4~{r},5~{r},6~{r})-6-[(1~{r})-1,2-bis(oxidanyl)ethyl]-2-[(2~{r},4~{r},5~{r},6~{r})-6-[(1~{r})-1,2-bis(oxidanyl)ethyl]-5-[(2~{s},3~{s},4~{r},5~{r},6~{r})-6-[(1~{s})-1,2-bis(oxidanyl)ethyl]-4-[(2~{r},3~{s},4~{r},5~{s},6~{r})-6-[(1~{s})-2-[(2~{s},3~{s},4~{s},5~{s},6~{r})-...
...6-[(1~{s})-1,2-bis(oxidanyl)ethyl]-3,4,5-tris(oxidanyl)oxan-2-yl]oxy-1-oxidanyl-ethyl]-3,4-bis(oxidanyl)-5-phosphonooxy-oxan-2-yl]oxy-3-oxidanyl-5-phosphonooxy-oxan-2-yl]oxy-2-carboxy-2-[[(2~{r},3~{s},4~{r},5~{r},6~{r})-5-[[(3~{r})-3-dodecanoyloxytetradecanoyl]amino]-6-...
Read 7 tweets
6 Aug 20
ISOLDE 1.0 is finally live! To get it, just install ChimeraX 1.0 from rbvi.ucsf.edu/chimerax/downl…, then go to Tools/More Tools..., find ISOLDE and click Install. In the thread, I'll give a quick recap of what ISOLDE is, followed by a rundown of what's new. (1/17)
So what is ISOLDE? In brief, it's an interactive environment for (re)building atomic models into medium-low-density crystallographic and cryo-EM maps using GPU-accelerated interactive molecular dynamics. That's a bit of a mouthful, so here's a video demo in the next tweet. (2/17)
This example (found this morning) shows the correction of an out-by-one error in a beta strand (residues 306-318 of 3mca chain B). Like all videos in this thread, it's an actual-speed screen capture. Key features to note: (3/17)
Read 17 tweets
27 Jul 20
In all cryo-EM maps of the SARS-CoV-2 spike protein density for the N-terminal domain has been really rubbishy, with modelling only really possible based on somewhat-weak homology to the original SARS equivalent... until now. (1/12)
On the left: a better-resolved region from this domain in 6vxx - general path of the backbone is fine, but sidechains are uninterpretable without outside info. The outer surface loops devolve to complete rubbish. On the right, the same site from 6zge. Clear, unambiguous (2/12)
So what caused this enormous difference in quality? I asked the authors (from the lab of Steve Gamblin at the Crick), and their honest answer was that they weren't sure - but they pointed me at this intriguing preprint from Christiane Schaffitzel: biorxiv.org/content/10.110… (3/12)
Read 12 tweets
21 Mar 20
I was going to wait until Monday to organise and release my current set of SARS-CoV-2 structure rebuilds, but given that I woke up with a bit of a cough (don't worry, nothing serious yet) I figured better safe than sorry. Link in next post, and previous tweets collated in thread:
Link to models: drive.google.com/drive/folders/…. Each folder also contains a short set of notes covering what I considered the most important changes/issues. I'll add the previous threads discussing each model below, and add new ones as I do them.
Read 16 tweets

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