Thread summarising all of today’s Omicron severity data:

Story from me, @mroliverbarnes and @rmilneNordic, running through new data from South Africa, Denmark, England & Scotland ft.com/content/19065f…

Top-line: share of Omicron cases requiring hospital is lower than for Delta
Critical first caveat: this is *not* comparing Omicron now to Delta waves months ago.

This is comparing Omi vs Delta in the same populations, at the same time.

So we’re not just saying "Omicron appears less severe because loads of people got vaxxed/infected in recent months".
So, what do the studies show?

In all four countries, the share of Omicron cases that require hospitalisation is lower than the share of Delta cases, after adjusting for age, sex, underlying health conditions etc (but not adjusting for vax/infection: more on this in a sec)
That last point matters, a lot, because although there are some limited signs of intrinsic lower severity of Omicron, what all the papers agree on is that a key reason for the observed mildness of Omicron is that...
*Omicron cases are much more likely to be breakthroughs/reinfections than Delta cases, i.e the average Omicron case today has more protection against severe disease than the average Delta case today*
Why is this?

Well, as @nataliexdean illustrated here, Omicron’s ability evade our outer immune defences means that while both variants are very good at infecting the unprotected, Omicron is better than Delta at infecting the protected
So even if Omicron turns out to be no less intrinsically virulent than Delta, this compositional effect on each variant’s cases means we can expect to see the case-hospitalisation-rate fall in all Omicron waves.
On top of that, it remains possible Omicron may prove intrinsically less severe

The Scottish study found that after adjusting for vaccination status, there was still a marked reduction in the share of Omicron cases requiring hospitalisation relative to Delta over the same period
(Though a tricky issue here is that since most prior infections are missed, the inability to properly control for past infection means some of what we see as "intrinsic mildness" is due to Omicron infecting lots of people with immunity via past infection that we don’t know about)
The raw, unadjusted Scottish hospital data really is quite something...
So, where does this all leave us?

Well, whether solely through its higher number of partially-immune cases, or through something intrinsic (?), we can be confident that the share of cases progressing to severe disease and hospital will fall as Omicron takes hold.
And what’s happening on the ground?

Well, here’s the latest from London:

Covid-positive patient numbers are rising steeply. This is concerning, but with incidental admissions (with, not for, Covid) a known issue with Omicron, we can’t yet be sure how much of that rise is which.
The good news is we’ll find out tomorrow, when the weekly dataset breaking down Covid patients by primary diagnosis is published.

Last week it showed a marked rise in incidental admissions that we had not seen when Delta took off.
(obligatory note here that even if Covid is only an incidental finding in patient, it still creates additional pressure on hospitals, because Covid patients have to be in Covid wards, which takes away capacity from other patients)
Another promising sign is that growth rate in London cases has been slowing steadily in recent days (right hand chart)

This could be for many reasons, but having looked at the testing data, my prior is that it’s mainly the marked decline in social mixing
Final caveats:
• The studies here are still using pretty early data. Numbers for reduced case-hospitalisation-rate will almost certainly change as more data comes in
• Cases and admissions can do weird things around Christmas, so we should be wary of over-interpreting patterns
And now links to all the papers:
• South Africa medrxiv.org/content/10.110…
• Danish data: files.ssi.dk/covid19/omikro…
• England imperial.ac.uk/media/imperial…
• Scotland pure.ed.ac.uk/ws/portalfiles…
And a footnote: I agree with Andrew here that the Imperial paper today was by far the hardest to decipher, which for an issue as important as this is ... less than ideal
Addendum: great accessible thread here from @dgurdasani1 unpicking precisely what the Imperial paper tells us, including its demonstration of the significance of the fact that Omicron is much likely to cause reinfections
Another addition. Excellent @_nickdavies thread explains:
• LSHTM models which predict at least half as many admissions this winter as last already assumed lower case-hospitalisation rate for Omi
• Key part is we expect Omi cases to end up skewing older

• • •

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More from @jburnmurdoch

23 Dec
NEW: situation update from Gauteng, where cases, test-positivity and admissions are all now falling (no, this is not driven by testing capacity/behaviour or by migration).

Deaths and excess deaths still rising, but based on timing of peak will not come close to Delta levels.
Another way of looking at same data:

Cases climbed to 90% of their Delta peak, but admissions peaked at 50% and deaths will peak below 50%, demonstrating how immunity — both acquired since Delta, and differentially present among Omicron cases — reduces rates of severe disease.
As ever, a big thanks to the brilliant people at @nicd_sa who make this data available, and to the likes of @lrossouw and @tomtom_m who have consistently been providing invaluable data and commentary from South Africa.
Read 4 tweets
23 Dec
NEW: weekly breakdown of hospital patients being treated *for* Covid vs those *with* Covid as an incidental finding is out.

Here’s London:

Though incidentals are still rising at unprecedented rates, there is also a clear and steep rise in patients being treated for severe Covid
Comparing the current rise to the Delta wave side-by-side, we can see that although there are far more "with, not for Covid" incidentals this time around, the number of patients being treated for Covid is rising faster than it did in the summer
But the summer Delta wave never came close to overwhelming the NHS, so key question is how this stacks up vs last winter

Numbers still well below last Christmas, and recent uptick is clearest on a log scale. Long way to go to approach Alpha wave, but direction of travel is clear
Read 9 tweets
21 Dec
Some quick thoughts about the important new paper out of South Africa looking at Omicron severity medrxiv.org/content/10.110…
1) Study finds that controlling for time period, Omicron cases markedly less likely to be hospitalised
To me this is two things:
• "The @nataliexdean point": Omi’s immune evasion means lots of mild cases in people w/ good protection against severe disease
• And there may also be some innate reduction in severity at work here (but we don’t know yet)
Read 9 tweets
19 Dec
For no particular reason ...

A Sunday thread highlighting just a tiny sample of the brilliant women whose tireless work has shaped my understanding of Covid-19
To kick off, who else but @chrischirp — staggeringly clear, accessible science communication throughout the pandemic, sharing critical data and charts virtually round the clock! Half the time I'm scrambling to catch up with my own work
@nataliexdean — creator of some of the most powerful, accessible visual communication on Covid that I've seen, certainly far more effective than anything of mine! Just consistently outstanding
Read 23 tweets
15 Dec
NEW: here’s a chart showing daily cases by specimen date in London, broken down by variant.

This is what is coming to ~every country across the world in the coming weeks.
Let’s go deeper:

First, how are cases suddenly shooting up this fast?

Simple: just as we saw with Alpha and Delta, we’re now seeing two epidemics alongside one another. The recent steady rise of Delta masked the take-off of Omicron beneath. There’s no masking it any more.
How about the rest of the UK?

Same story, just a few days behind London (the hot new thing always comes to London first).

Record-high UK-wide reported cases today, and that will rise *a lot* in the coming days.
Read 23 tweets
10 Dec
I think we may need to recalibrate our idea of typical case numbers as Omicron takes off.

Here’s what UK cases could look like *in the next week or two alone* if Omicron continues to double every 3 days (some actually estimate faster growth)

Story: ft.com/content/2b309e…
When cases start surging, it will be more important than ever to use the right data to track the extent of severe disease.

I’ll be using this chart: the total number of people in critical-care beds *for any reason, not just Covid*.

It’s excess deaths, but for hospital pressure.
(you may recognise that from this animated version last year, which comprehensively debunked the myth that "hOsPiTaLs ArE aLwAyS fUlL aT wInTeR")
Read 6 tweets

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