I've referenced this paper on breakthrough infections in SF multiple times since it appeared. It is now published with lots of additional detail. This is the smoking gun that shows on a micro level the vax select for more vax-evasive variants. nature.com/articles/s4156…
To summarize the simple logic--natural selection consists of 3 elements: (1) variation, (2) selection, (3) replication.
Anybody who gets infected can create variation, regardless of whether vaxxed, partially vaxxed, unvaxxed, or boosted. Most variations don't replicate widely because at any given time the current version of the virus is best adapted to its environment so adaptations are less fit.
What matters is selection. For the first year of the pandemic there was one mutation at first and then relative "evolutionary stasis" for 11 months. As predicted.
Mass vax changed the selection pressure on the virus. What this paper shows is critical--whereas unvaxxed people were contracting a grab-bag of different variants, vaxxed people were disproportionately contracting and transmitting more vax-resistant variants: 78% v 48%. Duh.
Then add in the high density and high rates of transmission in SF and you get a very rapid spread of vax-resistant variants--which is why Delta took over so rapidly wherever mass vax was implemented. Vax were spreading it in preference to less-evasive variants.
If you try to explain this to the dumb True Believers they'll mutter something about the unvaxxed being "variant factories" so it must be their fault. They are missing the point--variation is irrelevant. Selection and replication are what matter!
Once you exert selection pressure on a mutable, evolving organism the end result is inevitable if there is enough replication--it inevitably will evolve toward vaccine escape. It is only a matter of how long it takes. But the end result is inevitable.
Given the high level of replication in the world (this is what is meant by "vaccinating into a pandemic") the rate of replication is high. So it didn't take long!
This is why it is so idiotically misguided to try to compare these vaxxes to earlier vaxxes. Not just because they are leaky. But because this virus evolves rapidly (unlike, say, measles). But also our other vaxxes were delivered against a background of high natural/herd immunity
By the time we administered the measles vax, for example, almost everyone living had natural immunity. So replication rates were low. So it was just a matter of vaxxing kids as they came into the population.
That's why this SF study is so important. Delta emerged and became dominant so rapidly, this is the only study I've seen that actually captures the precise window in time to see the mechanism in action.
And, of course, that is exactly what Omicron is doing right now. It is even more vax-evasive than Delta (slightly more NI-evasive too but much less so)--iso much so it feeds on the vaxxed (negative VE).
Final note--it remains unclear where O originated. Many smart people think it might have come from an animal host. But that proves the point of not getting fixated on the happenstance of where variation comes from. What matters is SELECTION and REPLICATION, not variation!

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More from @ToddZywicki

12 Jan
Now for intellectually dishonest garbage. The AP did a "Fact Check" on the Denmark study that found negative 42% VE for two doses of Pfizer v O. apnews.com/article/fact-c… "Experts" who speculate (with no evidence) the findings MUST be invalid because of behavioral biases...
such as "behavioral differences, such as vaccinated individuals engaging in more activities that could lead to exposure." Jeffrey Morris, adds the results were “more likely to be an artifact of some selection bias effect than any inherently higher risk.”
Now we know from our everyday experience that it VACCINATED people who are more likely to fear Covid and to take precautions such as vaccination, masks, and social distancing. And of course there are reams of data that support that.
Read 11 tweets
11 Jan
So the story is Walensky is just a "bad communicator." But how would you like to be the one who has to communicate the new talking points. "Yeah, well we've been telling you for a year that getting vaccinated will prevent you from getting infected and transmitting Covid. Which...
turns out we were wrong about that. While it might reduce your chances of getting Covid, it won't reduce transmission if you get it. Well, turns out we were wrong about that too. With Omicron you are actually MORE likely to contract and transmit Covid. But trust us...
we are certain that even though getting vaxxed will make you more likely to contract and transmit Covid than someone who is unvaxxed, we know it will protect you from serious illness. Trust us. We are certain it is safe in both the short term and long term. So get your booster!
Read 8 tweets
9 Jan
Moderna vax starts at 30% VE against Omicron (ignoring first 14 days) and becomes negative at 6 months (reported as zero, see below). Booster increases to 52% unadjusted VE which declines to 36% after 2-3 months. medrxiv.org/content/10.110…
The authors arbitrarily set the lower bound at zero for calculating VE, even though the odds ratio is negative at 6 months. Image
Image
Read 6 tweets
8 Jan
If you are still trying to tell me that mass vaccination will reduces infections and transmission and will bring about the end of the global pandemic then you are either an idiot or a liar.
And don't give me the line, "Nobody could've seen Omicron coming!" The emergence of a vaccine-evasive variant like O was inevitable from the moment we started mass vax into a global pandemic with a leaky, non-durable vax against a mutable, highly-infectious virus.
Instead you counted your shot counts like rosary beads. And just assumed that your high priests like Anthony Fauci knew the "real truth". And vilified anyone who tried to explain evolutionary biology 101 to you as a heretic.
Read 5 tweets
7 Jan
“CONCLUSIONS: Protection afforded by prior infection in preventing symptomatic reinfection with Alpha, Beta, or Delta is robust, at about 90%. While such protection against reinfection with Omicron is lower, it is still considerable at nearly 60%.” medrxiv.org/content/10.110…
Vax in previously infected actually REDUCES protection from infection from 62% to 56%. NEGATIVE VE for vaccination of those with NI. @MartyMakary see Table 3
Read 4 tweets
20 Dec 21
Someone recently asked for a thread on the evidence of higher AE for vaccination of Covid survivors v naive recipients. EVERY study I am aware of so far is consistent with this finding. Please update or correct the list that follows.
Efrati nature.com/articles/s4159… "Short-term severe symptoms that required medical attention were found in 6.8% among the post-infected individuals, while none were found in the infection naïve population."
Menni ncbi.nlm.nih.gov/labs/pmc/artic… "Systemic side-effects were more common (1·6 times after the first dose of ChAdOx1 nCoV-19 and 2·9 times after the first dose of BNT162b2) among individuals with previous SARS-CoV-2 infection than among those without known past infection."
Read 11 tweets

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