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Apr 14, 2021 14 tweets 7 min read Read on X
In new study, we compared specificity of #SARSCoV2 antibody response elicited by Moderna mRNA-1273 vaccine vs infection. Some interesting differences: vaccine neut activity more RBD targeted, but has broader binding within RBD: biorxiv.org/content/10.110… (1/n)
First @AllieGreaney & Andrea Loes quantified how important RBD-binding antibodies were for neutralization by mRNA-vaccine- and infection-elicited sera. Vaccine sera neutralization was highly RBD directed: >90% of neut by nearly all vaccine sera due to RBD-binding antibodies (2/n) Image
This result is interesting, as mRNA-1273 encodes entire spike ectodomain with stabilizing 2P mutations. But either those mutations or differences in antigen presentation by mRNA vaccine vs viral infection cause vaccine neut antibodies to focus more heavily on RBD. (3/n)
Note that we performed neuts w lentiviral pseudotype in ACE2-overexpressing cells, which can (over?)-emphasize importance of RBD antibodies for neutralization (nature.com/articles/s4159…). But same assay used for vaccine & convalescent sera, so difference between them is real. (4/n)
Next @AllieGreaney used deep mutational scanning developed w @tylernstarr to map how mutations in RBD affected sera antibody binding. As shown below, vaccine escape maps flatter, especially at early timepoint. Means vaccine sera binding less affected by any single mutation (5/n) Image
We can look at data other ways. Below is 2D projection of binding-escape from sera & monoclonal Abs in @cobarnes27 @bjorkmanlab class scheme. As reported before (biorxiv.org/content/10.110…), convalescent sera dominated by class 2 Abs, but vaccine sera more centered among Abs (6/n) Image
We can also look at structure. Binding escape from infection-elicited sera heavily dominated by mutations at a few sites such as E484 and F456, and also to some degree in class 3 epitope containing G446. (7/n) Image
Here is what it looks like for vaccine sera. Sites E484 and F456 are also most prominent binding escape for vaccine sera, but they stand out less than for convalescent sera, again showing vaccine sera antibody binding is more "balanced" across RBD. (8/n) Image
Finally, we tested key RBD muts in neut assays. As suggested by binding escape maps, single muts caused less dramatic losses in neutralization for vaccine sera.... (9/n)
... For instance, E484K reduced neut by all sera. But for some convalescent sera, E484K eliminated all RBD-directed neutralization. For vaccine sera, it took combined mutations in epitopes of class 1, 2, and 3 Abs to get comparably large decreases. (10/n) Image
Overall, results indicate there are some differences in specificity of infection- & mRNA-vaccine-elicited antibodies. In particular, vaccine neutralization more RBD-focused, but this probably isn't a bad thing as binding within RBD is broader for vaccine antibodies (11/n)
Why these differences exist is question for biochemists (if due to spike 2P muts) or immunologists (if due to vaccine vs infection response), but will be interesting to understand. Also has implications for viral evolution if mutations affect different sera differently. (12/n)
Finally, study led by @AllieGreaney w important work by Andrea Loes, @LaurenEGentles, @khdcrawford, @tylernstarr, & Keara Malone. @HelenChuMD and her HAARVI cohort continue to be invaluable collaborators, & thanks to @NIAIDNews for sharing sera from phase 1 vaccine trial. (13/n)
@AllieGreaney's binding-escape mapping of Moderna vaccine sera is added to our interactive escape map viewer, as well as linked CSV if you want raw data from all studies: jbloomlab.github.io/SARS2_RBD_Ab_e… Here is screenshot of overview plot of relationships among sera & antibodies. Image

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More from @jbloom_lab

Nov 21
I’ve updated SARSCoV2 antibody-escape calculator w new deep mutational scanning data of @yunlong_cao @jianfcpku

My interpretation: antigenic evolution currently constrained by pleiotropic effects of mutations on RBD-ACE2 affinity, RBD up-down position & antibody neutralization
First, the updated escape calculator is at

As shown below, it is remarkable how much antigenicity of RBD has changed over last 4 yrs. jbloomlab.github.io/SARS2-RBD-esca…Image
Updated data for calculator from this paper by @yunlong_cao’s group (nature.com/articles/s4158…), described in this thread by first author @jianfcpku:
x.com/jianfcpku/stat…

Calculator show how much mutations at each RBD site escape binding by set of neutralizing antibodies
Read 13 tweets
Nov 16
@Nucleocapsoid @HNimanFC @mrmickme2 @0bFuSc8 @PeacockFlu @CVRHutchinson Good observations. See also this thread posted by @SCOTTeHENSLEY:

I have added a few notes to the bottom of that thread.

To recap here:bsky.app/profile/scotte…
@Nucleocapsoid @HNimanFC @mrmickme2 @0bFuSc8 @PeacockFlu @CVRHutchinson @SCOTTeHENSLEY To add to thread linked above, human British Columbia H5 case has a HA sequence (GISAID EPI_ISL_19548836) that is ambiguous at *both* site Q226 and site E190 (H3 numbering)

Both these sites play an important role in sialic acid binding specificity
@Nucleocapsoid @HNimanFC @mrmickme2 @0bFuSc8 @PeacockFlu @CVRHutchinson @SCOTTeHENSLEY If you are searching literature, these sites are E190 and Q226 in H3 numbering, E186 and Q222 in mature H5 numbering, and E202 and Q238 in sequential H5 numbering (see: )dms-vep.org/Flu_H5_America…
Read 6 tweets
Oct 8
Below is brief analysis of HA mutations in two recent cases of H5N1 influenza in humans w contact w dairy cattle in California.

Summary is that while virus continues to evolve, nothing about HA mutations in these human cases is obviously alarming. Image
As background, CDC reported several recent cases of H5 influenza in California.

CDC and California DOH recently shared sequences of two of these cases via GISAID.
cdc.gov/media/releases…
California human cases share two HA mutations relative to "consensus" dairy cattle virus HA:

D95G & S336N in H3 numbering (D88G & S320N in H5 numbering; D014G & S336N in sequential numbering).

Both these mutations also in some dairy cattle HAs, so not unique to human cases. Image
Read 10 tweets
Sep 15
Here is analysis of HA mutations in H5 influenza case in Missouri resident without known contact w animals or raw milk.

TLDR: there is one HA mutation that strongly affects antigenicity, and another that merits some further study.
As background, CDC recently released partial sequence of A/Missouri/121/2024, which is virus from person in Missouri who was infected with H5 influenza.


Here I am analyzing HA protein from this release, GISAID accession EPI_ISL_19413343cdc.gov/bird-flu/spotl…
Sequence covers all of HA except signal peptide, and residues 325-351 (sequential numbering) / 312-335 (H3 numbering). The missing residues encompass HA1-HA2 boundary, and any missed mutations there unlikely to affect antigenicity or receptor binding, but could affect stability.
Read 16 tweets
May 25
In new study led by @bdadonaite, we measure how all mutations to H5 influenza HA affect four molecular phenotypes relevant to pandemic risk:


Results can inform surveillance of ongoing evolution of H5N1. biorxiv.org/content/10.110…
Image
To measure how all HA mutations affect those phenotypes, we created pseudovirus libraries of HA from WHO clade 2.3.4.4b vaccine strain.

Pseudoviruses encode no genes other than HA, so can only do a single cycle of infection making them safe for biosafety-level-2. Image
First, we measured how all mutations affected HA-mediated cell entry, which is essential for viral fitness

See heatmap below, which is easily visualized interactively at

Some sites constrained (orange); others w many well tolerated mutations (white/blue) dms-vep.org/Flu_H5_America…
Image
Read 15 tweets
Apr 20
In new study led by @bblarsen1 in collab w @veeslerlab @VUMC_Vaccines we map functional & antigenic landscape of Nipah virus receptor binding protein (RBP)


Results elucidate constraints on RBP function & provide insight re protein’s evolutionary potentialbiorxiv.org/content/10.110…
Nipah is bat virus that sporadically infects humans w high (~70%) fatality rate. Has been limited human transmission

Like other paramyxoviruses, Nipah uses two proteins to enter cells: RBP binds receptor & then triggers fusion (F) protein by process that is not fully understood
RBP forms tetramer in which 4 constituent monomers (which are all identical in sequence) adopt 3 distinct conformations

RBP binds to two receptors, EFNB2 & EFNB3

RBP’s affinity for EFNB2 is very high (~0.1 nM, over an order of magnitude higher than SARSCoV2’s affinity for ACE2) Image
Read 12 tweets

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