The Israeli MoH released some results about the effectiveness of the booster to tame infection rate.
Behavior or immunity or both?

A short technical thread with interesting results.
๐Ÿงต๐Ÿงต๐Ÿงต
Israel does not conduct an RCT for the third dose. Thus, the main analysis for booster-VE is comparing the cases in boosted vs 2nd dosed as a proxy for increased protection. But boosted individuals might be โฌ†๏ธcovid19-worried, leading to lower โฌ‡๏ธexposure.
To mitigate that, the MoH adjusted for basic demography and calendar day of infection and reported the graph below. Y-axis: Booster vs 2nd dose fold protection as a function of days from booster.
But there is something weird...๐Ÿง
Check out the blue arrow. The booster is super effective 1 day after the jab and it starts to exponentially drop until day 6 before going up! How can it be? From immunological perspective, your memory cells just started working after the first day...
Here is my theory: the booster can create covid-like symptoms and people know that. So if a person feels bad the day after, he would say to himself: "Haim, relax. It is just the booster" and not get tested. Same thing if they have symptoms at the 2nd day but to a smaller extent.
and the process of delay in testing continues for a few days. This behavioral effect is so strong that it easily creates VE-booster of 2x-6x improvements in the first few days, which quickly wanes. The basic adjustments of the MOH are not enough to such behavioral diff.
So I am happy to see the increase in the VE-booster in later days and SURE that it does improve the situation.

However, it is clear that not all biases were addressed in this analysis.
For instance, if 10% of people felt like a wreck after the booster and stayed home, exposure will go down; if people who completed the 13th day can be the most covid-worried, exposureโฌ‡๏ธ. Again, I do think booster WORKS but would wait for more final numbers.

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More from @erlichya

15 Sep
ืฉืจืฉื•ืจ ืขืœ ื—ืกื™ื ื•ืช ื”ืื•ื›ืœื•ืกื™ื” ื‘ื™ืฉืจืืœ ื•ื”ืชืคืฉื˜ื•ืช ื”ืชื—ืœื•ืื”. ืื™ืคื” ื”ื™ื™ื ื• ื•ืœืืŸ ืื ื—ื ื• ื”ื•ืœื›ื™ื.
ื™ื”ื™ื” ื’ืจืคื™ื ๐Ÿ“Š. ื•ื™ื”ื™ื” ืžืขื ื™ื™ืŸ!
๐Ÿงต๐Ÿ‘‡๐Ÿง
ืขื ื”ื“ืื˜ื” ื‘ื“ืืฉื‘ื•ืจื“ ืืคืฉืจ ืขื›ืฉื™ื• ืœื—ืฉื‘ ื‘ื›ืœ ื™ื•ื ื”ื—ืœ ืžื™ื ื•ืืจ ืืช ื™ืขื™ืœื•ืช ื”ื’ื•ืœืžื™ืช ืฉืœ ืžื ื” 2 ืœืขื•ืžืช ืœื ืžื—ื•ืกื ื™ื. ืžื” ืื ื—ื ื• ืจื•ืื™ื ื›ืืŸ ื‘ืขืฆื? ื–ื” ืคืฉื•ื˜ ื™ื—ืก ื”ืžืื•ืžืชื™ื ื‘ื™ืŸ ืžื—ื•ืกื ื™ื 2 ืœืœื ืžื—ื•ืกื ื™ื ื‘ื›ืœ ื™ื•ื ืœืื—ืจ ื ื™ืจื•ืžื•ืœ ืœื’ื•ื“ืœ ื”ืื•ื›ืœื•ืกื™ื”. ื–ืืช ื™ืขื™ืœื•ืช ื’ื•ืœืžื™ืช ื›ื™ ื”ื™ื ืœื ืžืชืงื•ื ื ืช ืœืžื’ื–ืจ ืื• ื’ื™ืœ (ืื‘ืœ ืœืื—ืจ ื”ื—ืœืงื”).
ืฉื™ืžื• ืœื‘ ืœืขืœื™ื” ื”ืงื˜ื ื” ื‘ื™ืขื™ืœื•ืช ื‘ืื–ื•ืจ ืชื—ื™ืœืช ืžืจืฅ. ืื ื™ ืžื ื™ื— ืฉื–ื” ื ื’ืจื ื›ืชื•ืฆืื” ืžื”ืชื—ืกื ื•ืช ื”ืื•ื›ืœื•ืกื™ื” ื”ื™ื•ืชืจ ืฆืขื™ืจื” ื‘ืกื•ืฃ ื™ื ื•ืืจ, ืฉืฉื ื”ื—ื™ืกื•ืŸ ื™ืขื™ืœ ื™ื•ืชืจ ืžืืฉืจ ื‘ืื•ื›ืœื•ืกื™ื” ื”ืžื‘ื•ื’ืจืช.
ืกื‘ื™ื‘ ื”ื—ืฆื™ ื”ืจืืฉื•ืŸ ืฉืœ ื—ื•ื“ืฉ ืืคืจื™ืœ ื”ืงืกื•ื, ืœืžืชื—ืกืŸ ื”ืžืžื•ืฆืข ื”ื™ื” ื™ืขื™ืœื•ืช ื’ื‘ื•ื”ื” ืžืื“. ื•ืื– ื”ื—ืœื” ื”ืฉื—ื™ืงื” ืฉื”ื‘ื™ืื” ืœื ืคื™ืœื” ื—ื•ืคืฉื™ืช ื‘ืžืื™-ื™ื•ื ื™.
Read 10 tweets
7 Sep
Important data from Israel: the relative protection against contracting Covid19 at the 4th wave as a function of vax/prior reinfection status. The data is calibrated to RR=1 for people who received 2nd dose in Jan and no booster.

A few thoughts below on waning protection๐Ÿ‘‡
One important take away is that a prior infection protects you but can wane without a vax. People who contracted covid during the 2nd wave (Sep-Oct 20; dark red) have 1.9x risk to get delta compared to people who contracted Covid during the 3d wave (Jan-Feb 21; light red).
Recall that Alpha (3rd wave) is not closer to Delta (4th wave) than the ancestral strain (2nd wave). So it is reasonable to assume that diff are due to waning immunity.

This means that a recovered person looses ~15% of the protection per month. After 2yrs =~ no protection.
Read 7 tweets
19 Aug
Interesting data about the performance of boosted as a function of time. Y: protection compared to 2 doses. X: days from booster.

There is an increase in protection with time after day 7. This reduces the chance of a behavioral effect (but not completely mitigate it) Image
These results are more puzzling. From right to left: days, # cases, # severe. Top line ๐Ÿ’‰๐Ÿ’‰. Bottom: ๐Ÿ’‰๐Ÿ’‰๐Ÿ’‰ >10days Image
Why puzzling? Because rate of (boosted severe/)(boosted cases) is ~5%. We saw a similar rate earlier in with only 2nd dose. Don't know how to explain that. Image
Read 4 tweets
8 Aug
ืฉืจืฉื•ืจ ืงืฆืจ ืขื ืชืžื•ื ื•ืช ืขืœ ืžืœืจื™ื” ื‘ืืจืฅ ื™ืฉืจืืœ.
ื”ื™ืกื˜ื•ืจื™ื” ื–ื” ื“ื‘ืจ ืžื“ื”ื™ื.
ืžืชื•ืš:
haaretz.com/israel-news/.pโ€ฆ
ื”ื ื” ืžืคืช ืดืจืžื–ื•ืจ ื”ืžืœืจื™ื”ืด ื‘ืืจืฅ ื™ืฉืจืืœ. ืœื ื‘ื›ื“ื™ ื”ืื•ื›ืœื•ืกื™ื” ื”ื™ื”ื•ื“ื™ืช ื”ื™ื•ื ืžืจื•ื›ื–ืช ื‘ื™ืŸ ื—ื“ืจื” ืœื’ื“ืจื” ื‘ืžื™ืฉื•ืจ ื”ื—ื•ืฃ ื”ืœื—. ื”ืžืงื•ื ื”ื™ื” ืžื•ื›ื” ืžืœืจื™ื” ื•ื‘ื™ืŸ ื”ื‘ื•ื“ื“ื™ื ืฉื ื™ืชืŸ ื”ื™ื” ืœืจื›ื•ืฉ ืื“ืžื•ืช. Image
ืžื–ื›ื™ืจ ืœื›ื ืžืฉื”ื•? ื›ื™ ืื•ืชื™ ื–ื” ื”ืคื™ืœ ืžื”ื›ื™ืกื.
ืื•ืชื” ืฉืคื”. ืžืื” ืฉื ื” ื”ื‘ื“ืœ. Image
Read 9 tweets
25 Jul
Waning immunity is really hard to analyze.
Let's go through the rabbit hole.
๐Ÿงต๐Ÿงต๐Ÿงต
๐Ÿ‘‡
Let's start with H3N2 Flu vaccine effectiveness (VE) from the Kaiser Permanente study in 2019.
sources:
academic.oup.com/cid/article/68โ€ฆ
science.sciencemag.org/content/364/64โ€ฆ
Notice the massive reported decline in VE even WITHIN the same flu season! The implications for public health cannot be more important. We usually offer flu shorts in the early fall (Sep), while the peak season is in the Winter (Jan-Feb). Should we reconsider our approach?
Read 16 tweets
22 Jul
ืžื—ืฉื‘ื•ืช ืขืœ ื”ื‘ื•ืกื˜ืจ.
ืฉืจืฉื•ืจ.
๐Ÿงต๐Ÿงต๐Ÿงต
๐Ÿ‘‡
ืœืžื” ื™ืฉ ืœื ื• ื’ืœ ืฉืœ ื”ื“ื‘ืงื•ืช?
ื‘ื’ื“ื•ืœ ืขื“ ืืชืžื•ืœ ืฉืžืขืชื™ ืฉืชื™ ืชื™ืื•ืจื™ื•ืช ืžื•ื‘ื™ืœื•ืช ืœื’ื‘ื™ ื”ื’ืœ ื”ื–ื”:
ื. Waning immunity. ืžืขืจื›ืช ื”ื—ื™ืกื•ืŸ ืดืฉื›ื—ื”ืด ืืช ื”ื•ื™ืจื•ืก (ืื• ืœื ื–ื•ื›ืจืช ืžืกืคื™ืง ื˜ื•ื‘) ื•ืœื›ืŸ ืื ื—ื ื• ืจื•ืื™ื ืืช ื›ืืŸ ืืช ื”ื’ืœ.
ื‘. Viral escape. ื–ืŸ ื”ื“ืœืชื ืžืฆื™ื’ ืืคื™ื˜ื•ืคื™ื ืฉื•ื ื™ื ืฉื”ื—ื™ืกื•ืŸ ืคื—ื•ืช ืจืœื‘ื ื˜ื™ ืืœื™ื”ื.
ื”ื”ื‘ื“ืœ ื‘ื™ืŸ ืฉืชื™ ื”ืชื™ืื•ืจื™ื•ืช ื”ืืœื” ื”ื•ื ืงืจื™ื˜ื™. ื”ืจืืฉื•ื ื” ืื•ืžืจืช ืชื ื• ื‘ื•ืกื˜ืจ ืžื”ืจ ื•ื”ืฉื ื™ื” ืื•ืžืจืช ืžื” ืคืชืื•ื ื‘ื•ืกื˜ืจ? ื—ื›ื• ืœืขื“ื›ื•ืŸ ืœื–ืŸ ื”ื—ื“ืฉ.

ืื—ืจื™ ืฉืฉื•ื—ื—ืชื™ ืขื ื›ืžื” ืžื—ื‘ืจื™ ืืชืžื•ืœ ื‘ืœื™ืœื”, ื™ืฉ ืชื™ืื•ืจื™ื” ืฉืœื™ืฉื™ืช ืฉื”ื™ื ืžืื“ ืžืขื ื™ื™ื ืช. ื‘ื•ื ื ืฆื ืœืžืกืข ืงืฆืจ.
Read 16 tweets

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