Michael Lin, MD PhD 🧬 Profile picture
Dec 17, 2021 33 tweets 8 min read Read on X
Finally, what we've been waiting for: age-controlled data on Omicron severity, courtesy SA health ministry.

Across all ages, deaths among hospitalized pts are 2/3 lower in Omicron wave.

If more mild cases are admitted, this # goes down, but doesn't seem likely that's the reason Image
Source:

h/t @b_chinnian5
@b_chinnian5 Importantly, they said the vast majority of hospitalized cases were unvaccinated. But SA has a high rate of seroprevalance, >70% per some studies. So worst-case interpretation here is everyone hospitalized was either vaccinated or unvaccinated but previously infected.
Since most hospitalizations are unvaccinated, then the relative risk of death for vaccinated is already several times lower than for unvaccinated but maybe previously infected. Overall both groups have an average fatality rate of ~1/3 of previous waves.
So worst case:
• Unvaxxed infected IFR ~0.3% (assuming 1% for unvaxxed uninfected in previous waves, and similar hospitalization rate for Omicron)
• Vaxxed IFR several times lower (depends on ratio of unvaxxed to vaxxed in the hospitalized group)
Image
Best-case scenario: Most hospitalized patients were immune-naive because those who got hospitalized tended to be those without prior immunity, in which case the lower death rate means Omicron is inherently less deadly as well.
Since it is true that many cases are being discovered in admits for other reasons, I should modify the statement in the first tweet that it's unlikely because of a larger denominator. It could be.
I think it's really the fact we're now weeks from the upswing and we haven't seen the same hosp rate as earlier waves at an equivalent time that suggests this wave is milder. Now this could be because >70% have some immunity, which would be similar to the US situation.
The data today are reassuring nevertheless, because it shows lower deaths across ages. Whether that's due inherently lower virulence or widespread immunity now, it means we can adjust SA's IFR by age alone, and don't need to worry that Omicron has a different age-severity fxn.
However we must remember omicron severity is still worse with age and other conditions, so countries with older age distributions or more unhealthy people will have higher overall deaths per capita from Omicron than SA even if they have similar % immunity.
Overview of cases vs hospitalizations. Always the caveat of now knowing how much underreporting of cases is occurring relatively between waves.
And maybe the shortest wave so far
@johnklopfer points out they are counting all cases in the hospital regardless of when the cases were detected. As case #'s are going up, many recent cases will be counted before they have the time to lead to severe disease. This will lower the apparent hospitalization death rate
In addition, many are apparently detected as positive but were hospitalized for other reasons; so this also increases the denominator of "hospitalized COVID19 patients" (many are not there for COVID19)
However these data are useful in showing there isn't a different skew to death rates by age for Omicron vs earlier variants. This is important because SA *has* shown lower severe disease in this wave than previous waves, but we've been warned this could be an age-dependent effect Image
That is, SA is younger than other countries. So, if Omicron is only milder for younger people, then the ~50% reductions in hospitalizations seen this wave (and yes, accounting for delay) might not apply to other countries with older populations.
However the data in post 1 shows the same age distribution as in previous waves, suggesting Omicron is not selectively sparing younger people. So it's the historical hospitalization/rate data that implies lower severity, and the deaths by age data argues it's not age-specific.
Even better would be historical case, hosp, and death curves broken down by age so we can confirm this. Not sure if SA hospitals report hospitalizations by age.
Here's some data that suggests ~90% of hospitalized cases with COVID19 in Gauteng province were indeed admitted for COVID19, so the contribution of mild/asymptomatic incidental COVID19 diagnoses to the "hospitalized COVID19" population appears minor.
It's a bit odd when people warn SA is not representative of Western countries due to high seroprevalence >70%. Most Western countries are at the same from vaccination >60% and prev infection >25%. No linkage gives sero+ >70%. If no vax linked to prev infection, then even higher.
As long-term followers know, I tend to be more pessimistic than authorities and to call for more stringent measures (masks, boosters). For example in June I insisted there would be a Delta wave although some famous tweeters had already concluded not
With Omicron I feel like I'm going out on a limb in the other direction for the first time. This wave resulting in fewer deaths per case than earlier ones seems the most parsimonious prediction from findings so far.
It's also what we'd predict from our existing immunity levels and omicron evasiveness: when you have something that creates a high rate of breakthru cases but 80% of popn has some immunity, then you expect a low death/case ratio.
We are still seeing a bump in hospitalizations and waves for sure, but I predict their numbers will be significantly lower per case than earlier waves in the US and Europe, because there are much fewer immune-native to infect, and many more with immunity to get breakthroughs in
The point is, replying to warnings not to divide today's hosp # with today's case #: Yes, I am very aware, and this was an error others made in the past, so it's good we're learning. But my analysis here, as before, accounts for a 2-wk delay between cases and hospitalizations
We're also seeing a low hosp/case rate in Denmark even with the proper 2 week wait for hospitalizations after cases. They've had Omicron for a month now. 2 weeks ago there were 7000 daily new cases, and today 15 new hospitalizations
irishtimes.com/news/health/ea…
Very important study from SA comparing hospitalization rates in the current wave between omicron and non-omicron COVID19 cases. Omicron cases have 80% reduced hospitalization risk. It's controlled for time & demographics so suggests inherent lower severity
medrxiv.org/content/10.110…
Since vast majority of cases now are Omicron, that 80% reduction in risk of hospitalization compared to non-Omicron (presumably Delta) would easily explain the >50% lower hospitalization/case ratios in the current wave compared to the Delta wave.
Incidentally they also find that once hospitalized, Omicron cases have similar outcomes as non-Omicron cases. They attribute this to prev immunity helping both types of cases to get the same outcomes, as these outcomes are less severe than previous waves for non-Omicron too
I spent 2020 debunking all these right-wing excuses for why COVID19 won't hit the US so badly because of different demographics habits diets genetics etc. Ironic now how people are grasping at similar straws to argue we have no evidence the Omicron wave will be less severe

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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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