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23 Apr, 20 tweets, 11 min read
We've written a perspective on a new study by @MAMdayIndayOut that helps explain why some viruses (measles) don't evolve to escape immunity but others (influenza) do. Provides some clues relevant to future for #SARSCoV2 as well: cell.com/cell-reports-m…

Here is a recap: (1/n)
Measles and influenza are both respiratory RNA viruses with high mutation rates. Immunity to measles is lifelong: before vaccines, people were infected just once in their lives. Then a measles vaccine was developed >50 years ago and it still works great today. (2/n)
Unfortunately, same is not true for influenza. Typical person is re-infected with same subtype of influenza every 5-7 yrs. Importantly, influenza re-infections are *not* because immunity is weak or transient. We know this from the 1977 flu pandemic. (3/n)
Specifically, 1977 flu pandemic was manmade & due to accidental release of old virus from 1950s. Peter Palese was told by famed Chinese virologist Chi-Ming Chu that release from misguided vaccine trial (nature.com/articles/nm1141), although details have never been forthcoming. (4/n)
In any case, result was flu virus from ~25 yrs earlier reappeared in 1977. Older adults nearly completely protected, but children highly susceptible (study below). Demonstrates that flu immunity is potent & long-lasting like for measles *as long as virus doesn't evolve*. (5/n)
So reason we are re-infected by influenza every 5-7 yrs isn't because immunity is weak: it's because flu *evolves* to escape this immunity. But why isn't this true for measles too? Measles is also a respiratory RNA virus with high mutation rate, what's the difference? (6/n)
One hypothesis that has been proposed by my group & also @heatonlab @bensbrewny is that flu proteins might be more tolerant of mutations than measles proteins. I still think this is probably part of story. But it's definitely not full story, because... (7/n)
It's possible to lab-select measles virus mutants that escape monoclonal antibodies (nature.com/articles/29306…). But for measles virus, this capacity to escape monoclonal antibodies doesn't translate to a capacity to escape actual polyclonal antibody immunity. (8/n)
This suggests difference related to nature of polyclonal immunity. As we've been hearing in context of #SARSCoV2, vaccines & infection elicit polyclonal antibodies, that can potentially bind many parts of a virus's surface protein(s). Broad binding makes escape difficult. (9/n)
But polyclonal antibodies can unfortunately be narrowly focused. Few yrs ago, we showed (w @juhyemlee @eguia_rachel @seth_zost @SCOTTeHENSLEY) that polyclonal antibodies to flu often so focused that 1 viral mutation can reduce neutralization >10x (elifesciences.org/articles/49324) (10/n)
Now @MAMdayIndayOut has completed the picture with a new study in @CellRepMed showing that measles polyclonal antibodies have very broad activity, such that no single (or even double or triple) mutant has much reduction in neutralization (cell.com/cell-reports-m…). (11/n)
Together, these data suggest that functional breadth of polyclonal antibody response is major determinant of whether a virus will be able to evolve to escape antibody immunity.

So will #SARSCoV2 be like influenza or measles? And can we make it more like measles? (12/n)
Well, we already know that other human coronaviruses evolve in a way that erodes polyclonal human antibody neutralization, more like influenza than measles. See this study by @trvrb (elifesciences.org/articles/64509) & this one from our group (journals.plos.org/plospathogens/…). (13/n)
And many groups have now shown that single mutations to #SARSCoV2 like E484K can appreciably reduce polyclonal antibody neutralization, as is the case for influenza but not measles mutations. (14/n)
This does not mean panic about #SARSCoV2 mutations. Current #SARSCoV2 variants still neutralized albeit at reduced levels (). It takes even fast-evolving flu viruses ~5 yrs to erode narrowly focused immunity enough that re-infection becomes common. (15/n)
But based on what we now know about flu / measles / coronavirus evolution & polyclonal antibody immunity, seems likely #SARSCoV2 could be closer to flu than measles in terms of how evolution affects immunity against reinfection (severe disease separate question). (16/n)
I'd like to end on hopeful part. Results of @MAMdayIndayOut suggest that breadth of polyclonal antibody immunity is major factor in shaping viral antigenic evolution--and this is potentially within our ability to control via vaccine design. (17/n)
Ideally, #SARSCoV2 vaccines would elicit antibodies that broadly target many co-dominant neutralizing epitopes, similar to measles immunity and unlike flu immunity. (18/n)
We & others are already comparing breadth of epitopes targeted by natural vs vaccine immunity (), & many groups are working on new #SARSCoV2 vaccines designed to increase this breadth (eg, @veeslerlab @KingLabIPD @bjorkmanlab @McLellan_Lab @WardLab1) (19/n)
To extent possible, we should prioritize #SARSCoV2 vaccines that elicit polyclonal antibody neutralization to multiple co-dominant epitopes (like measles), & avoid flu-like situation where neutralization is narrowly focused and appreciably impacted by single mutations (20/n)

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More from @jbloom_lab

14 Apr
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)
Read 14 tweets
31 Mar
We've created an interactive website to visualize >100,000 experimental measurements of how mutations to #SARSCoV2 RBD affect binding by antibodies & sera: jbloomlab.github.io/SARS2_RBD_Ab_e… Explore it to examine a wealth of information about the antigenic effects of viral mutations. (1/n)
Over the last 9 months, the indefatigable @tylernstarr & @AllieGreaney have used deep mutational scanning to measure how the 2,304 RBD mutations tolerated for protein folding / ACE2 binding affect recognition by 50 antibodies / sera. Data scattered across multiple papers. (2/n)
We have consolidated these data so they can be explored to understand antigenic impacts of mutations observed during genomic surveillance. Best way to look at data is to explore the website at jbloomlab.github.io/SARS2_RBD_Ab_e…, but here are some static-image summaries: (3/n)
Read 11 tweets
18 Mar
In new work led by @AllieGreaney, we analyze mutational escape of #SARSCoV2 from monoclonal & polyclonal antibodies in terms of RBD epitope classes (biorxiv.org/content/10.110…). Provides useful framework for conceptualizing effects of individual and combined mutations. (1/n)
Specifically, @cobarnes27 @bjorkmanlab classified potent neutralizing anti-RBD antibodies in 3 classes using structural analyses (nature.com/articles/s4158…). These classes (1, 2, 3) shown below (also 4th class of less potent antibodies that bind further from ACE2 interface). (2/n)
@AllieGreaney used deep mutational scanning to map all mutations that escape binding to yeast-displayed RBD by antibodies of each class (from @NussenzweigL). Below are escape maps. Escape mutations usually at antibody contact sites, but not all contact site mutations escape (3/n)
Read 11 tweets
18 Mar
I agree w @Ayjchan’s analysis of @undarkmag article (undark.org/2021/03/17/lab…) by @schmidtwriting on #SARSCoV2 origins, which has thoughtful comments by experts like @ras_nielsen & David Relman. We need objective discussion of possibilities, including accidental lab leak. (1/9)
There are divergent opinions, as always for scientific questions w little evidence. But that’s point: there’s incomplete evidence either way. So like @mbeisen (), I’m astonished about certainty professed given current evidence. (2/9)
Central to being a good scientist is keeping an open mind when evidence is sparse, and as a “virus expert” who has followed this topic closely: it’s clear in any objective assessment that both natural origins and accidental lab leak are plausible. (3/9)
Read 10 tweets
23 Feb
We have completely mapped #SARS_CoV_2 mutations that escape binding by LY-CoV555 (antibody that forms the basis for Eli Lilly's bamlanivimab) both alone & in cocktail with LY-CoV016 in a new study led by @tylernstarr w/ @AllieGreaney & @AdamDingens: biorxiv.org/content/10.110… (1/n)
We corroborate recent work showing LY-CoV555 and its cocktail with LY-CoV016 is escaped by mutations in B.1.351 and P.1 viral lineages (E484K and K417N/T, respectively), and also show that LY-CoV555 is affected by the L452R mutation in B.1.429. (2/n)
Specifically, we used complete mapping approach we had previously applied to antibodies in REGN-COV2 (science.sciencemag.org/content/371/65…) to also determine how all RBD mutations affect LY-CoV555 binding. Below are maps of how mutations affect binding (big letter = escape from binding) (3/n)
Read 7 tweets
9 Feb
Our complete mapping of mutations to #SARSCoV2 RBD that reduce binding by convalescent human plasma is out in @cellhostmicrobe (cell.com/cell-host-micr…). Right now E484K getting lot of attention, but I want to emphasize what our results suggest to keep eyes on in *future* (1/n)
To recap, we measured how all mutations to RBD reduce binding by antibodies in convalescent plasma. Lots of person-to-person variation in effects of mutations, but mutations at E484 have biggest effect. My old summary from early Jan: (2/n)
That summary was written just as E484K-containing 501Y.V2 (B.1.351) & 501Y.V3 (P.1) lineages were being reported & focused on E484 as most important site of mutations. Since then, many labs have characterized these lineages to confirm E484K is major antigenic change. (3/n)
Read 7 tweets

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