Michael Lin, MD PhD 🧬 Profile picture
Aug 29, 2021 27 tweets 9 min read Read on X
In a recent thread I posited that mechanisms of antibody production, viral resistance, and somatic hypermutation can explain why pre-Delta vaccines block most Delta infections but not peak virus levels once infected, yet still limit late disease.

Here I present the explanation…
Most neutralization of SARSCoV2 infection is performed by antibodies against the spike (S) protein, and the vaccines used in the US include only S and no other parts of SARSCoV2, so we'll concentrate on S as the antigen, i.e. the protein targeted by antibodies or T cell receptors Image
Your body has millions to billions of resting/naive B cells, each with an unique surface-bound antibody or immunoglobulin (Ig), just waiting to find their match to foreign particles. You also have T cells with unique T cell receptors (TCRs)
ncbi.nlm.nih.gov/pmc/articles/P…
Upon vax or SARSCoV2 infection, those lucky naive B cells with surface Ig that bind S become partly activated. They also internalize and dice up S into small bits (red dot belows) to load onto MHC2 molecules and present to TCRs on T cells. (Figure from researchgate.net/publication/32…) Image
If a T cell recognizes a small bit of S presented by the B cell (on MHC2 molecules) then it fully activates the B cell to replicate. The progeny then mature into Ig-secreting plasma cells or memory B cells that mutate the Ig more (discussed later)
(Fig: researchgate.net/publication/30…) Image
Now to prevent respiratory viruses from establishing an infection, antibodies have to act on viruses as they land on the mucous of your mouth, nose, and throat. These antibodies are supposed to be IgA, which exists in dimeric form. I've made a picture of that below. Image
But concentrations of Ig from those with current vaccines (with original S) need to be 5x higher to neutralize Delta vs original SARSCoV2. Is it because binding to all antibodies is reduced to 20%, or 80% of neutralizing antibodies don’t bind at all while 20% are unaffected?
Given that multiple antibodies bind to multiple parts of spike, it's not likely for Delta mutations to reduce each binding reaction to 20% on average. More likely 80% on average of the neutralizing antibodies are rendered completely inactive. Image
A study using monoclonal antibodies showed that Delta mutations only abolish antibody binding at one of several possible neutralizing sites. But mutations in Delta must be hitting the sites that are recognized by 80% of the average antibody mix. nature.com/articles/s4158… Image
Note these numbers are averages, each individual's response won't be exactly the average.

Anyway, the ~5x fewer antibodies to Delta spike vs original spike reduces protection vs infection from 95% to ~85% per measurements of vaccine effectiveness from the UK.
It makes sense that the drop seems modest: 80% of your antibodies now don’t do much, but the remaining 20% are enough to prevent infections from most encounters. With a short encounter, antibody molecules still match virus particles locally when the viruses land. Image
But dose matters: if you share an enclosed space with a highly contagious person for a long time, you might breathe in so many particles that some get past the antibody picket line.
In the 15% of the time viruses pass through mucosal IG, though, then things get temporarily out of control. Hundreds thousands of new viruses are produced from every infected cell. These new virus particles now outnumber antibodies locally, allowing many to infect more cells.
Existing plasma cells can be activated to produce more Ig, and T cells and macrophages/monocytes come to eat up infected cells (T cells recognizing them via TCR-MHC1 interactions and macrophages/monocytes decorated with Ig on their Ig receptors), pic from nature.com/articles/s4157… Image
For original SARSCoV2, Ig from existing plasma cells eventually suppresses virus to lower levels than unvaccinated (per studies in thread in the first post). But apparently Delta's faster propagation and Ig evasion allows it to achieve levels similar in vaxxed and unvaxxed.
Why then do vaccinated people suppress virus after 1 week faster? Some naive B cells matching Delta spike but not original spike will be activated, but that will occur similarly in vaxxed and unvaxxed. Two other thngs that are happening are different between vaxxed and unvaxxed.
First, the vaccinated/prev infected do have the existing long-lived plasma cells still making the good fraction of antibodies. So these can ramp up production after being restimulated. pubmed.ncbi.nlm.nih.gov/30747835/
Second, vaccinated and previously infected have memory B cells that can now differentiate into plasma cells, and can make antibodies that better match Delta via somatic hypermutation (SHM), where Ig genes are randomly mutated.
Where did these memory B cells come from? On initial vax or infection, some of the stimulated B cells became memory B cells rather than plasma cells. It's thought these may be those B cells with lower-affinity Ig. They continue to express surface Ig while mutating them (my pic) Image
The process of somatic hypermutation of those Ig genes takes place for months after the initial immunization event.
nature.com/articles/s4158… Image
Then upon Delta infection, existing plasma cells make more Ig, and memory B cells that express surface Ig matching Delta spike proliferate and differentiation into new plasma cells. These two events explain why vaccinees still respond better than unvaxxed, but with a 1wk delay. Image
And how about T cells? Cytotoxic T lymphocytes (CTLs) that recognize and kill virus-infected cells are an important part of the response. They are likely, in concert with viral neutralization by Ig, to prevent viral spread to organs and thereby severe disease and death.
But CTLs recognize many segments in the virus (in natural virus or inactivated virus vaccines) or in the spike protein (in S-only vax). So far no viral immunoevasion is attributed to a change in CTL recognition, so CTLs explain commonalities rather than differences in response.
In addition, while you need antibodies to inactivate the millions of virus particles in an infection, CTLs act on cells and not directly on viruses. Thus IMO T cells alone could not end a viral infection; antibodies must be ramped up to limit circulating virus.
Still T cells in the vaccinated certainly contribute to the clearance of infections as well. But again any effect is only noticeable after the first week if you are infected with Delta.
Given that Delta is more contagious and leads to more severe disease (as found in Scotland in June and recently confirmed in England below), the vaccines that use Delta spike rather than original spike would be of huge benefit. nytimes.com/2021/08/27/hea…
In any case, the ability of humoral (antibody-mediated) immunity to re-adapt, via memory B cells and somatic hypermutation, likely work together with T cells to clear Delta more quickly in vaxxed vs unvaxxed after the first week.

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More from @michaelzlin

Mar 13
Pleased to report, at long last, the publication of ML2006a4, our SARS-CoV-2 protease inhibitor for COVID-19, in @ScienceTM.

Compared to nirmatrelvir, the inhibitor in Paxlovid, ML2006a4 binds more tightly and has greater antiviral activity in vivo.

science.org/doi/10.1126/sc…
@ScienceTM This paper tells the origin story of nirmatrelvir and ML2006a4 (they are brothers) and reveals why these two drugs work so well.

It also explains the chemical basis for ML2006a4's superior activity, which goes back to a deliberate decision we made back in 2000.
The story began in March 2020 when, entering COVID shutdown, I asked if the hepatitis C virus protease inhibitor boceprevir (BPV, an oral pill) could be adapted for COVID (the viruses are distantly related).

Manually docking BPV into SARSCoV protease suggested yes (Fig. 1A). Image
Read 38 tweets
Jan 23
So much for viruses evolving to less pathogenicity.

As I've said before, we might expect viruses to become more transmissible, e.g. by replicating faster or suppressing immunity. That's not less pathogenic.

A new report shows recent variants suppress innate immunity more.
There are a lot of plots, but the general gist is that BA.4/5 infection in cells generates less IFN and other innate immunity cytokines than earlier BA.1/2, and BA.4/5 shows less gain from innate immunity suppression by a drug (ruxolinitib) (because it suppressed it already)
Long-time followers recall I had postulated that SARSCoV2 was milder for children was because their innate immunity was better at suppressing viral replication until antibodies were generated.

I first proposed this in July 2020.

Read 7 tweets
Jan 21
Actually a person who could have sparked COVID19, accidentally or not, has been ID'ed in the open for a long time.

The name is Zhou Yusen. Evidence?
1. He filed a patent for SARS2 vax in 2/2020, when others only knew of SARS2 from 1/2020
2. He died from a rooftop fall in 5/2020
Those facts are not disputed, but somehow not widely discussed.

The theory isn't mine. It is described in detail by former Assistant Secretary for Preparedness and Response at the US Department of Health, Dr Robert Kadlec, above and more recently below

skynews.com.au/australia-news…
If he was the one, it goes to explaining other things.

Zhou was not in Shi's group, so he could have been doing experiments without telling her.

However, he was at the WIV, so he could have learned her techniques for sarbecovirus full-genome synthesis and culture.
Read 17 tweets
Jan 19
Just published: Another useful difference between Novavax over RNA vaccines has just been discovered.

3x RNA vaccines induce IgG4 antibodies, which clear antigens poorly and is associated with immunotolerance.

By contrast, 3x Novavax does not induce IgG4.
IgG3 antibodies bind Fc receptors on phagocytic cells like macrophages so that viral particles bound to them will be ingested and destroyed. This antibody-dependent phagocytosis (ADP) is a crucial part of the immune response to viruses...
because just one bound IgG3 molecule on a virion lead to its destruction, whereas multiple bound IgG molecules would be needed to block entry (due to multiple S proteins per virion). Also you need to clear circulating viruses to stop spread; killing infected cells is too slow.
Read 10 tweets
Jan 18
The full DEFUSE proposal on gain-of-function experiments on bat coronaviruses is available, and I'd say it's quite shocking. It does not lay out a plan to create SARSCoV2, but does propose to identify and culture natural sarbecoviruses with the ability to infect human cells. A 🧵
There are threads interpreting the DEFUSE proposal as intending on making SARSCoV2. A careful read shows that is not the case. However the intention was to identify natural viruses with features that would help them infect cells. So it may be not much of a difference functionally
The draft proposal and related documents can be downloaded at the link below. We know DARPA rejected the final submitted proposal for being too risky. This draft proposal certainly matches that description. Were the experiments attempted? We don't know.

archive.org/details/2021-0…
Read 26 tweets
Jan 4
In 2023 about 70,000 Americans died of SARSCoV2, although >95% have some immunity. That's about 2x the usual annual deaths attributed to flu.

In people with immunity, SARSCoV2 has an infection fatality rate similar to flu, but it's much more contagious and widespread. Image
We spent years of effort trying to eke out small decreases in flu fatality. COVID19 has undone that and more, with >1M deaths in 3 years and now a higher hospitalization and fatality burden than flu. Image
Widespread annual boosting is more important for reducing death for SARSCoV2 than flu, because of its high contagiousness.

Unfortunately SARS2 booster uptake is even lower than flu or RSV.

"More US adults roll up sleeves for flu than COVID, RSV vaccines"
cidrap.umn.edu/covid-19/studi…
Read 7 tweets

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