Michael Lin, MD PhD 🧬 Profile picture
Dec 14, 2021 35 tweets 13 min read Read on X
An important study just posted from @BalazsLab

Findings are good for Pfizerites and Modernans but sobering for #JnJers

#JnJers even after boosting have lower neutralizing antibodies against Delta and Omicron vs 3x Pfizer

I'll discuss implications

🧵

Study design is excellent. Relevant vaccine statuses were tested in parallel: {Moderna, Pfizer, J&J} x {distant vax, recent vax, infection+vax, boosted vax}. Assay was pseudovirus neutralization. Color-coded images explain everything. Image
Also there's a very informative diagram of what was actually done. A picture not just says 1000 words, but is so much easier to understand and prevents confusion about what reagents and procedures were used, so hoping this becomes more common in papers. Image
And now the good/bad news for RNA/J&J recipients. I'll put 3 images together so all the info is in one place.

It's a lot of data but the patterns are clear. First, boosting works better than previous infection across all strains, WT, Delta, and Omicron (WT=wild-type=original) ImageImageImage
BTW the vax are color coded (very nice!), so in the booster column, you can tell which booster each person got! So one Modernan got a J&J booster, 3 Pfizerites got a Moderna boost, and all JnJers got Moderna except for one who got JnJ. It's great to see JnJers so well informed! Image
Now a very important result is that boosted vax is more effective on Delta and Omicron than unboosted recent vax. This is true even for Pfizer where WT neutralization is the same. As the vaccines are made to "WT" sequence, this means boosting is broadening the antibody response! Image
Another clear result is that J&J is inferior in all states. You can see across all states in tweet #4, or we can just look at the freshly vaccinated but unboosted state below. The freshly vaxxed state vs WT would reflect the conditions that earned J&J approval originally. Image
The inferiority of J&J confirms every other comparison study, such as the one below.

And we know peak J&J protection for WT was 66% vs >94% for RNA vax. For Delta, it's ~50% (Sisonke), vs 90/85% for Moderna/Pfizer. So nAb levels correlate with outcomes.

But the most concerning thing is this: J&J+booster doesn't work as well against new variants compared to Moderna+booster or Pfizer+booster.

You notice how J&J boosted is similar to Pfizer boosted for WT (especially if high Pfizer outliers removed), but much worse for variants. Image
Also because of the nice color-coding, we can see above that the JnJers who got Moderna boost (red) were better off than the one who chose a JnJ boost. Small n, but it's as we expect from the heterologous boost study. So can't claim the "wrong" booster.

Pfizer says 3xPfizer gives 70% protection vs Omicron cases. We can then predict boosted Modernans will have the same protection, but boosted JnJers won't. Image
Conclusion: Modernans and Pfizerites are benefiting from a broadening of neutralizing antibody responses after boosting that helps neutralize variants.

JnJers don't have the same breadth in their nAbs after boosting. They will be less protected.
What this suggests is that the initial humoral response elicited by J&J is materially narrower than those elicited by RNA vaccines. As a result the memory B cell expansion induced by boosters results in a broader set of nAbs in Modernans and Pfizerites than JnJers.
This also means the limited humoral response of the J&J vaccine, long waved aside by Ad proponents who claimed the Ad vaccines had better T cell responses, does indeed lead to a meaningful functional disadvantage.
Finally what can be done? I think it's pretty clear. JnJers need a RNA vax dose at some point to prime a wide memory B cell population, and then need to be boosted to get the broad antibody response to protect against Delta and Omicron.
JnJers who got boosted by Moderna or Pfizer have that RNA dose already. They would benefit greatly from another shot any time after 1 month (based on other studies, 3 months is probably ideal for max response). This "another" shot can be RNA (guaranteed) or could be J&J (below)
Essentially J&J is not a good way to start a vaccine series when we are faced with variants against which a broad antibody response is useful. Instead a J&J primary vaccine should be considered similar to a natural infection: not enough vs variants.
JnJers who haven't gotten a RNA booster should be told to get one 2 months after their last J&J, and then another booster 6 months later. They can benefit from the wider B cell repertoire. If they are in a vulnerable population, they absolutely will need it.
It would makes sense to deprecate J&J to the role of a booster to the RNA vaccines (where it seems to work well enough, see green dot below, and may give a broader CD8 T cell response). Image
Basically you need a RNA vaccine at some time to prime a wide B cell population for antibodies against variants. J&J does not substitute. If you don't do it earlier, you'll just have to do it later. I hope for the health of JnJers that @CDCgov and @CDCDirector will consider it.
@CDCgov @CDCDirector A couple of clarifications: As 2x RNA didn't produce nAbs vs variants (that's the recently vaxxed but unboosted case) but a 3rd shot of any sort did, it means 2x RNA may be needed to activate that broad memory B cell population. So for omicron JnJers may need 2x RNA in sequence.
Second, J&Jers boosted with Moderna should do fine against Delta. J&J + Moderna gives even more nAbs against Delta than 2x Pfizer unboosted (below), and that correlates with 80% VE against Delta disease. This is consistent with the previous prediction at Image
So in a sense JJ+RNA booster gets to where 2xRNA was to begin with (pic1 below). But it is worse than 3xRNA for variants, esp Omicron (pic2 below). And with decay we expect some loss of protection to Delta in the upcoming months (if we go by 2xPfizer decay, maybe 50% VE at 6mo). ImageImage
Made a mistake above regarding J&J as a booster. I misread a case of Moderna+Pfizer (blue dot) as Moderna+JJ (green dot). So this study doesn't say how well J&J works as a boost for RNA vax.

The earlier study says J&J is inferior to RNA in boosting nAbs
Another way to explain the data is that 3 immunizations are needed for broad nAbs. Note the infection+2xRNA nAb levels are after 6mo decay; if the sera had been obtained soon after the last shot, those levels might be similar to recent 3xRNA. Image
Since 1xJJ is similar to infection by WT strain (ref below), then we expect that after a second RNA boost (i.e. JJ+RNA+RNA) then nAb levels may be like 3xRNA.

So this is even more reason to advocate for a 2nd boost.

nature.com/articles/s4159…
And if we now space the two RNA shots 2-6mo apart then one gets 2-4x higher nAbs than the original 3-4wk interval (sciencedirect.com/science/articl…). Note the most evasive Beta variant sees the biggest benefit, suggesting activation of a broader set of B cells with the longer interval. Image
Above I wrote 3mo as ideal interval in one tweet and 6-mo two tweets later. 3 or 6 mos between RNA shots 2 and 3 elicit similar peak nAbs, based on my skimming of the studies. So anything from 3 to 6 mos would work and timing could be based on when omicron protection needed.
In sum, 1x J&J is at most like 1 dose of RNA (seen as far back as phase1 antibody measurements). That's been reinforced by its use as a booster where it's worse than 1 dose of RNA.

But 1xJ&J and 2xRNA (but not 1xRNA) were designated as vaccinated. This has led to confusion since
CDC could clarify and rationalize guidance, significantly improving understanding and health, by shifting to a simple counting system.

"Make sure you get 3 shots, at most 1 J&J, and space them 2-6 months apart" is all they need to say
And vulnerable 2xRNA-vaccinated can schedule that 3rd dose before 6mo by declaring themselves immunocompromised. This policy was from back when Pfizer+Moderna's studies found a need, while J&J didn't do studies although JJ was even less protective.
cdc.gov/coronavirus/20…
I get asked whether to get 100mcg Moderna (original dose), 50mcg Moderna (booster), or 30mcg Pfizer (original and booster). As mentioned below, you'd expect 100>50>30 in potency since RNA is RNA. But some people asked if diffs in the lipid carriers matter.
Moderna found 100mcg and 50mcg Moderna 3rd doses raise nAb levels against Omicron by 87x and 37x respectively. Pfizer found its 30mcg booster raises nAbs by 25x.

The Mod and Pfizer results are in different studies but so far it seems 100>50>30 indeed.

telegraph.co.uk/global-health/…
Many are wondering if they can boost earlier than 6mo. The NIH heterologous boost study used 3mo after initial series (1xJJ or 2xRNA). Pfizer tested 8mo after 2xRNA. Results were similar, suggesting 3-8mo all ok. CDC guided 6mo because immunity waned to <50% VE against Delta then
And now Israel is allowing boosters 3mo after the previous shot. This will allow those 3mo out from last shot to get boosted ahead of winter, whereas earlier you had to wait for 6mos.
usnews.com/news/health-ne…

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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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