CONFLICTING DATA:
-SARS-CoV-2 variants mutate & evade immune system & cause huge epidemics via re-infection (nytimes.com/2021/03/01/hea…) @nmrfaria
-T-cells play key role in disease severity & are robust to same mutations
Background
With waves of cases subsiding & development of many vaccines for COVID-19, many hoped we'd be past the worst of the pandemic (at least those countries w/ access to vaccines). nytimes.com/interactive/20…
Controlling B.1.1.7 requires more severe restrictions until we can vaccinate & reach higher fraction immune required to keep transmission of this variant in check, Rt<1. Thankfully, vaccines (& nAb) seem to be nearly equally effective against this variant. medrxiv.org/content/10.110…
2 other variants (B.1.351, P.1) have increased in frequency in S Africa & Brazil. The reasons for their spread aren't clear b/c the only epidemiological data currently available is rate & timing of spread.
For B.1.1.7 we also had increased s attack rates: assets.publishing.service.gov.uk/government/upl…
For S Africa, data are consistent either w/ 50% increased transmissibility or 21% increased immune evasion (ability to infect those w/ immunity from previous infection) or combination of these 2. @cap1024 cmmid.github.io/topics/covid19…
Neutralizing antibody (nAb) studies (here, from vaccinated sera) indicate 75-100 fold reduction in neutralization, suggesting that immune evasion is at least partially contributing to increased spread of variant. medrxiv.org/content/10.110…
In Brazil P.1 is either 40-120% more transmissible OR evades 25-61% of immunity (& MAY be 10-80% more deadly) or combo of both. Hard to determine precise contribution, but nAb suggest *some* immune evasion (less than B.1.351?). github.com/CADDE-CENTRE/N…
Immune evasion & re-infections is key part of story told by @nmrfaria@carlzimmer. Paper suggests seroprevalence was ~100% at time P.1 invaded. If this estimate was accurate (possibly not:
That seems like a possible explanation, except new paper argues that mutations in all variants (P.1, B.1.351, B.1.1.7) have "negligible" impact on T-cells & T-cells play key role in disease severity. biorxiv.org/content/10.110…
More generally, I see a disconnect b/w
-interpretation of immunity studies indicating that moderate reduction in neutralizing antibodies (from vaccines or prev infection) will have little effect on actual protection from infection/disease &
-epi studies claiming immune evasion.
One could argue that disconnect is b/c virus variants evade immune system to cause infection but not disease. But that's not consistent with Brazil paper. Hospitalizations & deaths are as high or higher than 1st wave. Why didn't supposedly robust T-cells prevent severe disease?
I'm confused by conflicting claims (need full thread)
-nAb are just 1 part of immune response & ~4-6 fold reduction isn't that important for disease
-nAb responses can be used by FDA to assess/change vaccine dosing (1 dose vs 2; 1/2 dose vs full) & to update vaccines for variants
To me, the data above suggest 2 possibilities:
H1)Acquired immunity in Brazil was much lower than paper suggests & higher 2nd wave was due to mostly NEW infections w/ more transmissible variant & relaxed restrictions (or both). T-cells & nAb (mostly) protected those prev exposed.
Could possibly test hypothesis H1 w/ reliable serological study. Need:
-Ab assay that doesn't show fast sero-reversion, like many nucleocapsid tests seem to @isabelrodbar
-unbiased serosurvey
H2)Immunity from previous infection or vaccination is NOT protective, even against severe disease & death, if re-infected with certain variants (P.1 & possibly B.1.351), possibly after some time (>6 mo?). If H2 is true, we'd need vaccine boosters ASAP.
I'm not sure if testing H2 would be possible by comparing those in Manaus, Brazil that were & weren't infected in 1st wave in 2nd wave. Tricky to remove biases in comparison (
), but alternative is poor: wait & see what happens as P.1 spreads elsewhere.
I'd love comments from immunologists, @nmrfaria & others on how to reconcile these data. I think similar Qs arise about B.1.351 in S Africa.
I think it matters b/c it determines the importance of vaccine boosters for variants. If H1 true, not huge priority. If H2, urgently needed
Adding a randomized serological study from Brazil that suggested a much lower seroprevalence towards end of 1st wave (<26%). thelancet.com/journals/langl…
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One important correction (I need to write a full thread about).
NONE of the vaccines are 100% protective effective against hospitalizations & death. We know this from vaccine rollout (DOI: 10.1056/NEJMoa2101765).
(cont)
None of the trials are big enough or long enough to accurately measure efficacy against death or even hospitalizations. In huge J&J trial hospitalization was 16 vs 0 which gives a CI of 74%-100%. 16 events is simply too small to say protection is 100% & we know it's not.
We need to be careful about how we describe these vaccines b/c otherwise the public will wonder: if all vaccines have 100% protection against hospitalization & deaths, then why are some of the 50M vaccinated people getting hospitalized & dying of COVID-19?
New paper on biases in epi studies led by @AccorsiEmma
w/ @mlipsitch & many others.
Paper is extremely valuable in thinking carefully about how to interpret data. Sadly, *most* epi papers have failed to account for most of the biases they discuss.
S thread link.springer.com/article/10.100…
Two big examples: 1) Efficacy of vaccination from observational studies 2) Studies of susceptibility & infectiousness based on secondary attack rate (SAR) data
1) Randomized control trials are the gold standard for assessing the efficacy of vaccines (& lots of other things, of course), because, theoretically*, people are randomized b/w vaccine & placebo groups.
Observation studies of vaccine efficacy (VE) aren't randomized, so,...
N(orth)-S(outh) gradients in Lyme disease in US
Very interesting new paper on causes of the sharp N-S gradient in Lyme disease in US
Thread journals.plos.org/plosbiology/ar…
Background
There is a huge gradient in Lyme disease incidence in the eastern US, but no simple explanation. The main tick (I. scap.) is present from ME to FL, as are key reservoir hosts (mice, shrews).
Multiple hypotheses have been proposed for this N-S gradient, including:
-a gradient in host species diversity that results in fewer ticks feeding on the most infectious hosts (called "the dilution effect")
-a gradient in selective feeding by ticks on hosts
(cont)
Real-world Pfizer vaccine (& natural infection) efficacy against sars-cov-2 INFECTION
New Lancet paper posted today with fantastic data. papers.ssrn.com/sol3/papers.cf…
Short Thread
tl;dr 1 dose reduces infection 72% on day 21; 7d post 2nd dose, 86%; previous infection 90%
Solid study design (for observational study)
Study of 23K health care workers in England, w/ PCR testing every 2 wks + rapid tests 2x/week & PCR confirmation of + rapid tests. 35% seropositive at start.
Vaccine hesitancy was higher in previously exposed, young, women, black (much lower), poorer.
What is the relative risk of indoor vs outdoor dining?
COVID-19 cases are falling and indoor dining has resumed in NYC & elsewhere.
It should be possible to quantify the relative risk of indoor vs outdoor dining.
Thread nytimes.com/2021/02/12/nyr…
Many people argue that indoor dining represents a high risk for transmission of SARS-CoV-2, b/c people can't wear masks while eating, people from multiple households often sit at 1 table & at least 2 case studies show cross-table transmission is possible. jkms.org/DOIx.php?id=10…
Outdoor dining is thought to be (much) safer, due to much higher ventilation. But we still don't know the relative risk of indoor vs outdoor dining, which would be extremely valuable in determining the relative risk of re-opening these activities.
Vaccine efficacy in blocking infection & transmission
(I think) We can now estimate the (minimum) reduction in transmission from the Moderna vaccine.
Thread
tl;dr Moderna vaccine blocks >90% (87-93%) of infections & 91% (89-94%) of transmission.
*Critiques welcome!
Background
By now, everyone knows there are 4 vaccines "approved for full use" (NY Times wording) in one or more countries: Pfizer, Moderna, Sputnik 5, Astrazeneca nytimes.com/interactive/20…
These 4 have shown moderate (Astrazeneca) to very high efficacy in reducing "symptomatic" infections. bbc.com/news/world-asi…