David States MD PhD Profile picture
Jul 9, 2021 19 tweets 5 min read Read on X
We’re thinking all wrong about the variants. The prevailing narrative is that each new variant comes to dominate because it’s more transmissible than previous variants. A better view may be that it’s immune escape driving viral diversity
1/
If it was just transmissibility, older viruses would continue to spread, even if somewhat more slowly, but that’s not what’s happening. Older variants are declining in absolute case count suggesting that there is competition between variants
2/
ncbi.nlm.nih.gov/pmc/articles/P… Image
How can variants compete with each other? Immune escape. A variant that evades the immunity induced by a different variant can continue to spread while spread of the old variant is limited to only hosts who have not been infected or vaccinated
3/
We know other human coronavirus evolve to evade immunity. E.g. a nice study of HCov 229E shows over a period of years new variants arise that escape immunity induced by older variants.
4/
journals.plos.org/plospathogens/… Image
Other viruses also evolve to escape prevailing immunity. E.g. we have studied immune escape in influenza viruses extensively
5/
ncbi.nlm.nih.gov/pmc/articles/P… Image
Can immune escape be important if we are still far from “herd immunity”? First a digression. I don’t like the term “herd immunity”, it implies we are homogeneous and passive. Neither is true. I prefer “community immunity”, it betters captures active measures and behavior
6/
And importantly, human are not a homogeneous population in either our biology or our behavior. R0 is an artificial construct, and it’s as much a property of the population as it is of the virus
7/
If we assessed R0 in a closely interacting community of highly susceptible individuals, we might get a very high R0. Estimates of R0 on the Diamond Princess cruise ship range as high as 14 ncbi.nlm.nih.gov/pmc/articles/P…
8/
Conversely, if we estimated R0 among rural outdoorsman who rarely interacted with others and did so almost entirely in well ventilated outdoor settings, R0 would be quite low. It doesn’t make much sense to talk about R0 as a property of the virus alone
9/
Back to the question of how variants can compete with other through immune escape is we are still far from community immunity? In our heterogeneous population, a few people have a lot of exposure and many contact
10/
SARS-CoV-2 has a high dispersion in contagion. Most cases infect no one, a few infect many. Think of a restaurant worker or driver in a poorly ventilated bus. They are exposed to many people, and if they become contagious, they can expose many people.
11/
theatlantic.com/health/archive…
These highly exposed people in high contact settings are driving the pandemic. They are also among the earliest to be infected and are likely the battle ground for competition between the variants
12/
It is critical that we develop booster vaccines based on newly emerging variants. How long will this take? Modifying an existing recombinant biology vaccines to use a new spike antigen is quick, days to design, a few weeks to verify its basic properties
13/
We also have well established regulatory pathways to evaluate the safety and efficacy of vaccines for new variants based on our years of experience with influenza
14/
fda.gov/files/vaccines…
Typically, clinical trials of a few thousand participants are required to assure safety, and efficacy is assessed using biomarkers such as the induction of neutralizing antibody titers. Both can be assessed relatively quickly
15/
In this context, the rather abrupt “Boosters aren’t needed” announcement from the CDC and FDA in response to Pfizer’s announcement that new variant boosters are being developed seems premature
16/fin
reuters.com/business/healt…
Addendum, a reminder on COI: my company does COVID testing, but we are not currently involved with Pfizer or other vaccine makers
Addendum: there’s strong evidence that variants like alpha and delta are more transmissible, but they are also evading immune responses, and escape an important issue we need to address with reformulated vaccines
17/16
The good news from the Bloom study is that immunity induced by 229E escape variants covers earlier variants well. Makes sense, the viruses are competing with each other. A booster shot based on delta will likely cover earlier variants well journals.plos.org/plospathogens/…
18/16

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More from @statesdj

Apr 20, 2022
“We think of ourselves like the National Weather Service, but for infectious diseases”

Let’s talk about the weather and infectious disease
washingtonpost.com/health/2022/04…
1/
Hundreds of people die of weather related incidents every year, but thanks to the National Weather Service, we’ve made significant progress, particularly in heat related deaths Weather Related Fatality and Injury Statistics
2/
weather.gov/hazstat/
The NWS has a staff of 4,000, operating 160 weather radar sites, plus 16 NOAA satellites, and massive super computing models based on established physics. All of this is supported by a $4B budget
3/
Read 9 tweets
Feb 9, 2022
Why we need a COVID Moon Shot, 1st gen vaccines reduce severe disease and death, but infection/contagion not so much. Even highly vaccinated countries like Israel and Denmark continue to see surges with each new VOC (that’s BA.2 emerging in the upper right in the US)
1/
Memory B cells and affinity maturation protect us against severe systemic spread, but variants like delta and omicron reproduce rapidly in the nose before we can do affinity maturation and ramp up plasma cell populations
2/
As good as vaccine immunity is at reducing severe disease, a lot of people are still getting sick and dying
3/
Read 8 tweets
Feb 7, 2022
The bioethics Catch-22. Quality improvement is encouraged, but publishing the results is considered research and subject to a whole different set of rules. Let’s consider a scenario
1/
A hospital’s usual bandage and dressing supplier had supply chain issues so the hospital ordered supplies from a different vendor. A few months later, it’s time to reorder, and the QI team is asked should we go back to the original or keep using the new supplier?
2/
The QI team reviews the records and finds infections fell significantly on wards using the new dressing, and nursing comments were favorable. QI recommends staying with the new supplier. All is good until someone suggests publishing the results
3/
Read 6 tweets
Jan 26, 2022
Where are we on the pandemic? There has been a change in strategy at several levels in the US. First and importantly, the CDC now acknowledges airborne spread of COVID. It took the CDC and WHO way too long, but the CDC has come around
1/
Second, the US is moving away from mandating lousy masks that protect others to a making good quality masks available to those who want to protect themselves. This is driven by several factors.
2/
Lousy masks, even surgical masks don’t offer all that much protection, and attempting to mandate masking has reached it’s limits. Good (K)N95 masks do offer real protection
3/
Read 21 tweets
Jan 22, 2022
A big problem with our pandemic response: binary thinking. You’re vaccinated or unvaccinated, masked or unmasked, locked down or free to do whatever you want. That’s not how the real world works
1/
Even infection is not binary. It’s not just you have the virus or you don’t. How much you were exposed to can make a big difference in the severity of the disease you experience. It’s true for every virus studied, assume it’s true for SARS-CoV-2
2/
Masking is not an all or nothing thing. A good N95 mask provides far better protection than a lose surgical procedure mask or worse a simple cloth mask. Masking would have been much better accepted if the message had been “Here’s a good mask, it will protect you and others.”
3/
Read 10 tweets
Jan 1, 2022
Omicron and evolution to milder disease: viruses themselves don’t evolve to be milder, but we as a species may have evolved mechanisms to limit the severity of disease following infection of tissues/sites that support rapid viral spread
1/
Why would we evolve mechanisms to limit the severity of disease following infection of tissue, e.g. nasopharynx, that support rapid spread? That’s easy, species that didn’t are no longer in existence
2/
If a virus happens on mutations that allow it to infect tissues supporting, those variants will spread quickly but likely will still induce immunity that suppresses other variants including those causing more severe disease
3/
Read 4 tweets

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