Nicholas A. Christakis Profile picture
Nov 29, 2021 47 tweets 19 min read Read on X
There’s a new COVID19 variant that has people worried. Let’s talk about “omicron.” This assessment must necessarily be very preliminary, since we are in very early days (partly thanks to South Africa generously sounding the alarm!). 1/
Three key issues are whether omicron is 1) more transmissible, 2) more deadly, and 3) more capable of evading current vaccines (or, somewhat analogously, whether it evades current antibody treatments or immunity conferred by prior natural infection, aka “immune escape”). 2/
Based on currently available technical data and on news reports from around the world, here is a *preliminary* opinion about these three issues, along with my level of confidence in these guesses. 3/
The omicron #SARS2 variant is probably roughly as transmissible or somewhat more transmissible than the delta variant. The Wuhan strain had an R0 of 3, the delta variant an R0 of 6, and the omicron might have an R0 in the range of 4-8. I am very confident about this feature. 4/
Part of the explosion of cases of the omicron variant may relate, however, not to a higher intrinsic transmissibility (R0) but rather to its capacity (given its other known mutations) to partially evade existing immunity in the population and infect otherwise immune people. 5/
The omicron variant is probably not intrinsically more deadly than the delta variant (which was perhaps 30% more intrinsically deadly than the original Wuhan strain). I am somewhat confident about this. 6/
The omicron variant might materially reduce vaccine efficacy re transmission; however, it might *not* meaningfully subvert vaccine efficacy re death. I am not very confident about this yet. It’s just too early to know if and by how much omicron evades current vaccines. 7/
The @WHO designated omicron as a "variant of concern" on November 26, just three days ago. who.int/news/item/26-1…. The WHO noted that the earliest known confirmed case was on November 9. Other news reports say that the first case was noted in Botswana on November 11. 8/
The omicron variant likely arose much earlier than when it came to our notice, probably in early October.

Genomic analyses suggest an emergence of the variant on a median date of October 7 (range: September 19 to October 21) according to @trvrb. 9/
Thus, omicron has had >30 days to circulate internationally. Judging from the COVID19 pandemic so far, and given its likely R0, we may assume omicron is everywhere and that border closures are of little use (whether they will be easy to undo, politically, is another matter). 10/
Prior work re the difficulty of using border closures to stop (or even materially delay) respiratory pandemics of this kind, via @neil_ferguson et al, is here: nature.com/articles/natur… @Nature 11/ Image
The omicron variant has already been detected in many countries (with community transmission, and not just importation). There are reports from South Africa, UK, Israel, Netherlands, Hong Kong, Belgium, Italy, Canada, etc. Running list via @BNONews: bnonews.com/index.php/2021… 12/
So #omicron is simply going to spread worldwide. It will inevitably be identified in the USA, probably in early December. 13/
This image from @trvrb suggests that omicron did not descend from previous variants of concern. @GISAID /14 Image
The >1 year branch indicates either (1) long period of omicron circulation in places w poor genomic surveillance (ie, not South Africa but perhaps nearby), or (2) evolution in chronically infected (likely immunocompromised) individual before moving to population (more likely) 15/ Image
The omicron variant is the most (relevantly) mutated form of the SARS2 virus discovered thus far. See assets.publishing.service.gov.uk/government/upl… (where the variant is called Nu) and this nice summary via @jcbarret. 16/ Image
Many of the mutations in omicron are known to facilitate transmissibility of the SARS2 virus. Others are suggestive of a capacity to evade immunity or cause more serious disease. Here is a nice @Nature paper published this past week re delta: nature.com/articles/s4158… 17/
Based on anecdotal evidence, genomics, and (to some extent) situation in South Africa of rapidly rising cases, I suspect the R0 of this variant is between 4-8 (original Wuhan strain had an R0 of 3 and delta had an R0 of 6). But precise R0 of omicron is just a guess at present 18/
Cases in South Africa have jumped up from ~550 per day in the middle of November to ~4,000 per day at present, and test positivity has risen to 10%, all suggestive that there is a new and more infectious variant present. Updates at @nicd_sa:. 19/
The ease of omicron transmission is also indicated by some fascinating case reports. One is reminiscent of the famous 2003 SARS1 super-spreading event, as discussed in Apollo’s Arrow (amazon.com/Apollos-Arrow-…), one of the most famous case studies in epidemiology. 20/ Image
With SARS2 in 2021, two guests *already in quarantine in Hong Kong* appear to have transmitted omicron variant when one guest briefly opened his door to the hallway un-masked on November 13 or 14, and the virus floated into the room across the hall. news.gov.hk/eng/2021/11/20… 21/
If omicron has been in South Africa longer but not yet caused a (very) material rise in death, that's reassuring. On the other hand, South Africa has a young pop (median age 27.6; USA is 38.1), and case & death counts are still low in absolute terms, so it’s hard to be sure. 22/ Image
With respect to mortality, it’s also interesting to me that we have had many anecdotes of patients with mild or no symptoms with omicron worldwide, but no reports, yet, of deaths (though of course we will see such deaths before long). 23/
In a recent @Telegraph article, it was reported that, prior to November 18, a South African doctor had observed ~24 cases of COVID-19 that had an unusual clinical presentation (eg, intense fatigue). That is, omicron presentation may be different than typical COVID19. 24/
This doctor also noted that half of the patients who tested positive for omicron were vaccinated. She did not mention that these patients went on to become very sick, despite a couple of weeks of follow-up. telegraph.co.uk/global-health/… [thread continues...] 25/
At present time, vaccination rate in South Africa is ~43% (many w adenovirus vaccines). This case series would thus suggest that vaccines are not especially effective at preventing infection. But the real benefit of vaccination is preventing progression to serious illness. 26/
There were also 13 cases found by testing in Netherlands (on a flight from South Africa), and these people were also not reported to be seriously ill. bbc.com/news/world-eur… The 13 omicron cases were among 61 people found to be COVID positive in two planes (~600 people). 27/
Presumably, all those people who tested positive for SARS2 on arrival in the Netherlands would have had to have negative tests and/or vaccination in order to board their flight (government.nl/topics/coronav…). This also hints vaccination might not stop omicron infection. 28/
But this case series is fascinating, because, if true, it suggests that there may be a large prevalence of omicron in South Africa already (13 out of 600 travelers), and, if there's not yet been spike in deaths in SA, the variant may not be more deadly than prior variants. 29/ Image
Importantly, even if the omicron variant is not more deadly than delta on a per-case basis, its higher infectiousness alone could cause a large spike in deaths on a population level (because it could cause many more people to get sick quickly). 30/
Concerns re vaccine evasion are high because many cases so far have been in vaccinated people. But without the base rates, it is impossible to know whether omicron materially evades the vaccines and, if so, with respect to what outcomes (infection, serious illness, or death). 31/
Remember that the delta variant also reduced vaccine efficacy to a limited and relatively not worrisome extent (lowering mRNA efficacy from ~95 to ~90%). So perhaps omicron will be like this? One review is here: tandfonline.com/doi/full/10.10… 32/
Moderna has said it will immediately investigate whether participants in its active trials of novel boosters targeting other COVID19 variants have made antibodies that, in vitro, are effective against omicron. businesswire.com/news/home/2021… 33/
Moderna is already (unsurprisingly) developing bespoke boosters targeting omicron that could be ready for clinical testing in 60-90 days. Phase 3 RCTs could be waived for such boosters; so, after brief testing in humans, the only factor will be speed of manufacturing doses. 34/
An important paper published in @Nature in September 2021 by Fabian Schmidt & @PaulBieniasz et al suggests that many mutations are required to fully evade the vaccines nature.com/articles/s4158…. It’s too early to be sure, but omicron variant may not have reached that threshold. 35/
It’s possible that triply vaccinated people may actually be well protected against omicron, but it is also too early to be sure. If I had to guess, I do think that such a high level of vaccination would be at least moderately protective. 36/
Regardless of the clinical and epidemiological details, the economic and political impact of omicron could still be large, as we are seeing with the border closures, stock market volatility, and fear (an ancient companion to plagues, as discussed in #ApollosArrow). 37/
Finally, the international community will have to figure out a way to do worldwide monitoring for pandemic diseases in a way that doesn’t disincentivize countries from quickly reporting new variants. 38/
If we close borders and harm the economy of reporting countries, then we won’t get early warnings. This is discussed in the new afterword to #ApollosArrow amazon.com/Apollos-Arrow-… and by @michaelmina_lab et al in elifesciences.org/articles/58989 39/ ImageImage
Correction: vaccination rates in South Africa is 24% fully vaccinated (h/t @Streitapfel), which affects anecdotal assessment of vaccine efficacy in one case series mentioned above. Without details, it's impossible to be sure. 40/ Image
Bonus fact: The last named variant of concern was Mu, but the WHO skipped the next two Greek letters, Nu and Xi to name Omicron. "The Greek letter Xi bears a similarity to the Chinese surname Xi -- as in Chinese leader Xi Jinping." Sheesh! cnn.com/2021/11/29/hea… 41/
Moderna CEO confirms that, as expected, vaccine effectiveness against omicron will likely be reduced (more than it was for delta): "I think it's going to be a material drop. I just don't know how much because we need to wait for the data." cnn.com/2021/11/30/inv… 42/
In keeping with genomic data and *very* preliminary epidemiological assessments, it seems omicron was already in Europe by mid-November. Today, Netherlands says patient samples dating from Nov 19 & 23 were found to contain the variant. apnews.com/article/corona… 43/
Right on schedule, omicron is diagnosed in the USA today. Patient arrived from SA on 11/22, became symptomatic 11/29. The person was fully vaccinated and is experiencing "mild symptoms, which are improving at this point.” cnn.com/2021/12/01/hea… 44/
Another possible explanation for emergence of omicron is that the virus spent a long time in an animal; it could have indeed spread from humans to an animal & then back to humans (esp given the mutations seen). statnews.com/2021/12/02/som… via @HelenBranswell h/t @aleszubajak 45/
Another anecdote re R0 of omicron: Of 120 healthy vaccinated ppl in Oslo party, two came from South Africa positive w omicron. Now ~90 are PCR pos, 13 so far confirmed omicron. Some of those infected were not at party but just at the same restaurant. reuters.com/world/europe/o… 46/
This fine thread & paper via @sigallab illustrate possibility that omicron evolved via tenure in an immunocompromised individual.

It’s vitally important we vaccinate as much of world population as possible to reduce the risk of emergence of more worrisome strains of SARS2. 47/

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More from @NAChristakis

Jul 2
In new work from #HNL in @NatureComms, we explore the ability of simple AI to affect the capacity of creativity of human groups. This work continues a stream of work we inaugurated in 2017, studying “hybrid systems” of humans and machines. 1/ nature.com/articles/s4146…
The primary obstacle to finding good ideas is normally not that innovations are hard to evaluate, but rather that coming up with an original idea that pushes the boundary of available ideas is hard. This is a challenge that groups can both mitigate and amplify. Distinctly, since AI can alter group behavior, AI might also affect creativity. 2/
Innovative ideas can enhance the immediate welfare of a population and even modify the course of human evolution. However, finding such valuable ideas often involves exploring a large pool of possibilities – which can be a challenging process for both individuals and groups. 3/
Read 17 tweets
Jul 1
Human beings have both friends and enemies, and they can track such connections. Why? It’s not hard to see why we evolved the capacity for friendship, but why do we have a capacity for animosity, and how might it shape our social networks, potentially for the better? 1/
In new work in @PNASNews, @Amir_Ghasemian and I explore “The Structure and Function of Antagonistic Ties in Village Social Networks.”

At the population level, the existence of antagonism has important implications for the overall structure and function of human groups. #HNL 2/

pnas.org/doi/10.1073/pn…Image
Just as friendship ties can impose costs (ranging from the demands our friends place on us to the risk of infection that social connections entail), antagonistic ties can offer benefits (ranging from enhancing our overall access to novel information or reducing our membership in overly siloed groups). We show how this plays out. 3/

pnas.org/doi/10.1073/pn…Image
Read 15 tweets
May 3
Social contagion is a powerful force.

People copy the thoughts, feelings, & actions of those to whom they are connected. Understanding social network structure & function makes it possible to use social contagion to intervene in the world to improve health, wealth, & learning.Image
In a large randomized controlled field trial in 24,702 people in 176 isolated villages in Honduras, published in @ScienceMagazine on May 3, 2024, we showed how social contagion can be used to improve human welfare. #HNL @eairoldi science.org/doi/10.1126/sc…
Image
To exploit social contagion, tools are needed to eficiently identify individuals who are better able to initiate cascades. To be maximally useful, such tools should be deployable without having to actually map face-to-face social network interactions. science.org/doi/10.1126/sc…
Read 17 tweets
Apr 30
I have some thoughts on this fine statement by @Yale President Peter Salovey regarding desire by some students to impose "ideological litmus test" for access to a shared Yale space.

Salovey said: “Those protestors asked individuals who wished to pass through or enter their area, which is a shared campus space, to agree with their political viewpoints. This action is unacceptable and antithetical to the very purpose of a university.”

It’s is quite right to reject this impulse, but where might students have got this sort of idea?

The background for this statement is pro-Palestinian protests and certain recent actions by some protestors.

For the removal of doubt, I wholly support the right to protest and am sympathetic both to Israel and the civilians suffering horribly in Gaza. I have no problem with the tents or public art.

But protest that stops others from using the campus crosses line into civil disobedience and is distinct from free expression.

and
The problem with the otherwise commendable statement by President Salovey is that the students’ impulse to have a litmus test is part of a broader pattern of such actions at Yale (violating its liberal tenets). We have procedures and bureaucracies that do just this -- which may have given the students this very idea!
Read 7 tweets
Dec 12, 2023
How will AI affect the way we treat each other?

In "hybrid systems" of humans and machines, how will AI (whether simple or complex) affect not just human-machine interactions, but human-human interactions in the presence of machines?

Will AI change human ethical behavior? 1/
In new work in @PNASNews, we showcase a novel cyber-physical system of people driving cars via the internet in an experimental diorama. This system allows us to explore how forms of AI affect existing human norms of cooperation and coordination. 2/ pnas.org/doi/10.1073/pn…
Image
Hiro Shirado (), @shn_kasa, and I tested how AI might affect norms of reciprocity using a novel cyber-physical lab experiment where online subjects (N=300 in 150 dyads) drove robotic vehicles remotely in a game of CHICKEN. #HNL 3/ shirado.net
pnas.org/doi/10.1073/pn…
Read 14 tweets
Nov 26, 2023
If you hide people's wealth, you can make the economic gradient in happiness go away, in part by making poor people relatively happier.

New (somewhat dispiriting) experiments spearheaded by @Nishi_Akihiro in @NatMentHealth #HNL 1/ nature.com/articles/s4422…
Image
A lot of the economic gradient in subjective well being (SWB) with respect to wealth has to do with the invidious comparisons people can make with those around them. 2/
One classic study reported that most people prefer to choose A (current yearly income is $50,000 and others earn $25,000) over B (current yearly income is $100,000 and others earn $200,000).

People would rather be relatively rich and absolutely poor!

3/sciencedirect.com/science/articl…
Read 10 tweets

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