How much immunity do you need to stop COVID? And what about the variants?
Here's the way I am currently thinking about it. Please imagine these models written in crayon. They are not formal, just where my head is at. 🧵
Immunology is complicated, and scientifically proving all mechanisms of protection in humans is somewhere between hard and impossible. But not to say we know nothing. I summarized the scientific knowledge on immunity to SARS2 in this review last month. doi.org/10.1016/j.cell…
What I have said for the past 20 years (in almost every scientific seminar I give) is:
The best vaccine is one that elicits high concentrations of neutralizing antibodies and maintains those high amounts forever.
For any antibody neutralization sensitive pathogen.
That vaccinology principle has held true for almost all human vaccines, and the data for COVID vaccines is definitely consistent with that: high concentrations of neutralizing antibodies are clearly protective. And they stop the virus at the front door.
But, if you cannot do that, are there other things the immune system can do to protect you from COVID?
Yes! Probably. My perspective has been and still is: hospitalization-level COVID is probably prevented by any decent combination of antibody, CD4 T cells, and CD8 T cells.
And preventing COVID hospitalizations/death is obviously a primary goal of COVID vaccines, and natural immunity. I summarized that, from various lines of evidence, in the review of COVID immunity last month.
There is a pretty good chance that circulating T cells from a vaccine don't respond fast enough to prevent symptomatic COVID, but that the T cells respond fast enough to prevent COVID pneumonia, and thus severe disease, hospitalizations, and deaths.
We discussed the general principles in this article. Highlighted in the "Model 1" panel. nature.com/articles/s4157…
One important aspect of all of this is speed. SARS2 grows really fast in the nose, but causes serious disease in the lungs rather slowly.
Therefore, stopping the virus in the nose has to be done fast, but it appears that there is a lot more time for the immune system to stop the virus in the lungs (or on the way to the lungs) and prevent severe disease.
But what about variants?
The 1-dose J&J vaccine trial results seems consistent with T cell providing significant protection against variants. 1-dose J&J had almost equivalent protection against 'regular' SARS2 and B1351 (72%-->64%) (see other thread for definition of illness in that trial), even though
B1351 has mutations creating a high degree of antibody escape. Unfortunately, no direct measurements there of T cells and neutralizing antibodies against B1351. But 1-dose J&J elicits a substantial T cell response (CD4 & CD8) and an ok antibody response against regular SARS2.
But the AZ vaccine ChadOx South Africa trial results appear to tell an opposite story. That vaccine has ~75% efficacy against mild cases with 'regular' SARS2 but ~10% against B1351. If the AZ vaccine T cells were highly protective against mild cases, that shouldn't have happened.
So, the puzzle pieces we have for COVID vaccines and protection from B1351 don't fit together yet, indicating that we are missing information. And I am sure many groups are working very hard to generate that knowledge now.
A working model based on available data. The vaccines work great against reg SARS2 & B117. But there is a substantial dropoff for B1351-like variants. That could be due to a combination of antibody escape plus the T cells being a bit too slow to keep infections asymptomatic.
It is reasonable to project a high level of protection against hospitalization-level COVID, but modest protection against infection, transmission, and symptomatic COVID.
To be clear: that model is what I have floating around in my head to integrate the data I know. It is not a formal model. I would draw it in crayon if I knew how to do that.🙂
More re-infections with variants like B1351 and P.1 is consistent with imperfect immunity. There still isn't clear data on this topic, but the fact that the B1351 variant is maintaining these mutations
--and other variants are gaining similar mutations--indicates a selective advantage for spreading through the population, and the simplest interpretation is that the amount of antibody escape by B1351 is sufficient to allow for re-infection of a meaningful number of people.
A functional level of escape of natural immunity at miminum allowing for continuing transmission.
This is my working model for natural immunity. Most of the neutralizing antibody data indicate natural infection has narrower antibody breadth than seen for the RNA vaccines. But there are broader and stronger CD4 & CD8 T cell responses in natural immunity.
And, also importantly, our data on immune memory in people after COVID-19 shows a huge amount of heterogeneity from person to person. Most people have a substantial about of immune memory, but not everyone, which results in more uncertainty. science.sciencemag.org/content/371/65…
once you have to factor in unknowns surrounding B1351 and similar variants. I think the available laboratory data and vaccine data warrant real caution on that point. So...the same schematic.
As concluded in the LJI paper, "While it is not anticipated that circulating memory T cells would be effective in preventing Sars-CoV-2 infection, it is plausible that they can reduce Covid-19 severity.”
(Also, I am completely skipping over the fact that you have to get a CD4 T cell response to generate good neutralizing antibodies, which is a major focus of my lab. Vaccines have to elicit those T cells to get good antibodies. But, not the central topic for this thread.)
In summary
🔵 we have to take B1351 seriously, and any variant of concern (VOC) similar to B1351
🔵 several of the vaccines provide ok immunity against those VOCs
🔵 most of the vaccines *probably* provide excellent immunity against hospitalizations/deaths from those VOCs
🔵 that does impact public health policies, which are decisions outside of my expertise.
🔵 A booster vaccine against those VOCs makes sense, and is likely to be highly effective, and those efforts are hurtling forwards
I get asked, Am I optimistic or pessimistic?
I am optimistic that 2021 looks good, but not great. If there weren't any VOCs, I think the projections would be great. But, there are VOCs. Unfortunate, but still probably ok. An optimistic scenario for America is:
(i) we get enough people vaccinated to blunt a B117 surge in coming months (hi Texas, get it together),
(ii) current vaccines work well enough against more challenging VOCs in the interim,
and
(iii) a booster vaccine is likely to be quite successful against B1351-like variants
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The speed of progress to update COVID vaccines is just incredible. Moderna shipped an updated B1351 (South Africa variant) RNA booster vaccine candidate to the American NIH Vaccine Research Center last week for immediate human Phase 1 clinical trial. 🧵
The booster vaccination plan is reasonable, and such a variant booster vaccine could be available quite quickly with an immunogenicity and safety trial.
(/2)
The approach seems likely to elicit high amounts of crossprotective antibodies, based on recent reports of very high antibody responses after 1-dose COVID RNA vaccine immunization of people with previous COVID disease. And the T cell responses will be conserved and boosted.
(/3)
(iv) Durability of immunological protection against COVID-19 is still unknown for each of these vaccines.
(v) The J&J 1-dose does quite well against the SA variant. That's a big deal! In contrast, the AstraZeneca vaccine appears to have almost no efficacy against that variant (~10% efficacy in confirmed cases).
(vi) Lastly, the J&J vaccine had substantial increases in neutralizing antibodies after two doses (T cells were not reported post-boost). nejm.org/doi/full/10.10…
The J&J COVID-19 1-dose vaccine data have been filed with the FDA and are under review there (probably final decision tomorrow).
Here are my thoughts on the J&J 1-dose COVID-19 vaccine, now that the data are public.🧵
(Janssen=J&J = Johnson & Johnson) Vaccine name: Ad26.COV2.S
Executive summary:
🔵 1-dose. Very convenient! And easy to store.
🔵 Essentially 100% protective against death or hospitalization. Very good!
🔵 69% protection against symptomatic COVID-19. Just ok.
🔵 Similar protection against the South Africa variant (72%-->64%). Very good!
The FDA EUA package data are consistent with the statements in the J&J vaccine press release several weeks ago.
Obviously I can only speculate for now. Actually, let's be really clear:
SPECULATION
IF there is an effect of COVID vaccines on long COVID (I don't want anyone to have unrealistic hopes without there being data from a well-designed clinical study!), the simplest options are:
1. The strength of the vaccine immunization serves to reset a homeostatic baseline to the immune system.
Not only was a positive signal seen in 97% of vaccinated people, the signal was fantastically strong!
As noted by Bill Schief in his talk, this is probably the first vaccine trial to succeed in confirming its intended mechanistic hypothesis. A big moment for germline targeting vaccine design strategies!