NEW: first thread of 2022 is an Omicron situation update, starting with a detailed look at UK hospitals, before going international.

Let’s start with severity, and the most important chart:

Despite steep rises in cases and patients, the number on ventilators has barely risen.
I’ve adjusted for lag between positive test and severe disease, so the divergence between patients and ventilated is a marked difference between this and previous waves when they were in lockstep.

The link between cases and severe disease has significantly weakened with Omicron.
We also continue to track "excess ICU pressure" — total number of people in ICU, for any reason, Covid or otherwise, compared to past winters:

Latest data show that the number of people in London ICUs has fallen in recent weeks, and is not following the same path as last winter.
So that’s two very strong signals that this wave is not the same as those that have come before it in terms of severe disease and the pressure placed on ICUs.

This is unambiguously good news!

But... as with everything in this pandemic, once we dig deeper it gets complicated.
There are many caveats, and that’s before we get onto the wider pressures facing NHS (read on for the deep dive into that)...

First is age: cases have turned the corner among young adults, but rates among elderly have kept climbing, rising more than 10x among over-80s to Jan 2
And just as night follows day, this has fed into hospital admissions.

In the last few days the share of admissions among people aged 65+ has ticked upwards.

We know Covid has a steep age gradient, so this may increase the share of patients whose condition becomes serious.
(it may also be worth noting here that a study from Gauteng, South Africa, last week found that the reduction in severity among hospital patients was smaller among over-60s than among young adults )
That incoming age shift may cause severe disease numbers to tick upwards in the next week or two, but on the flip-side the growth in Covid-positive patient counts in London has slowed in recent days, and if this holds, these shifts may balance one another out to an extent.
So, less severe disease this winter than last, but as @ChrisCEOHopson has painstakingly explained, this doesn’t mean everything is fine in hospitals. Far from it, in fact.

Let‘s take a look at the different pressures facing the NHS this time around:
First of all, the sheer volume problem:

Whilst it’s true that the number of 'incidental' Covid patients — people being treated primarily for another reason — has risen steeply during Omicron wave, the number with serious Covid is also now rising very quickly.
(and an important note: incidental patients still matter. Their Covid-positive status is a major complicating factor for a) their non-Covid treatment and b) hospital resource management )
So if soaring patient numbers is the demand side, the supply side is the number of NHS staff available to treat them.

The number of hospital staff absent due to Covid (either sick or isolating) has shot up in the last week or two, setting new records in several hospitals.
(To combat this, I agree with @timspector’s call to reduce the length of isolation for hospital staff who come into contact with a known case. Obviously this would be conditional on not developing symptoms and continuing to test negative )
The dual factors of surging demand and diminished supply would be a problem at any time, but this winter they come against a very different backdrop to past UK waves...
During the first two big waves, hospitals scaled down the amount of non-Covid treatment to create capacity.

This winter they’re trying to work through the resulting backlog of often very ill people waiting for treatment, and the result is far less headroom, far more stress.
Another recurring point made by those on the front lines is that the pressure on emergency departments is immense.

Data from London is stark: last year A&E attendances plummeted as many people avoided hospitals. This year Covid comes on top of very high winter A&E pressures.
And even though London’s ICUs have far fewer Covid patients this winter, there is still significant disruption:

The need to keep patients with Covid away from those without means there is less capacity for non-Covid care this winter than there would otherwise be.
Overall the picture is clear:

While ICU is under less pressure from Covid this year, the rest of the hospital is facing more.

One critical care consultant told us they may end up having to redeploy staff from ICUs to other wards.

Not so much less pressure as different pressure
Here’s the same story from the US. Less load on ICUs, but immense pressure elsewhere.

What we’re seeing is the real-world manifestation of what many have said for weeks: reduced severity is great news, but pressure is a function of both severity & volume
I hope people can now appreciate why the current situation is so hard to condense into a simple takeaway.

Yes, a much lower share of cases are developing severe disease. Yes, deaths for this wave will remain well below past peaks.

But no, this does not mean everything is fine.
Anyway, I promised international comparisons, and here we are:

Omicron has now sent cases soaring to record highs in more than 20 countries globally, from Africa to Europe to Australia to the Americas.
Let’s look at the severity picture in some of those countries, starting with Australia, where the Omicron wave in New South Wales is at a similar stage to London.

NSW is a great case study in how different presentations of the same data can paint very different pictures...
On the left, @edjegasothy’s approach shows the link between cases and acute outcomes has weakened considerably: good news

On the right, @OYCar’s preferred chart shows ICU and vent numbers are following cases upwards: bad news

Both show the same data. Both show reduced severity.
The most important thing we should take away from international comparisons, though, is that Omicron will play out differently from one country to the next, and even though it will be "less severe" everywhere, this can still mean it’s much more severe in some places than others.
The best illustration of this is Africa, where Covid deaths have passed 25% of their Delta peak in Mozambique and Angola, and are still rising.

In wealthy, well-boosted countries like the UK, deaths this wave may peak at 10-15% of the previous record. In others they may hit 50%.
Sticking with immunity, there has been a lot of concern about Omicron hospitalisations in children, but it’s crucial to consider the role of immunity here:

Left: hospitalisations among kids are at record highs.
Right: but they remain at much lower risk than adults
It’s not that Omicron is more severe for kids than past variants, it’s "adults now have loads of immunity, kids don’t, and hospitalisations will absolutely exceed past peaks among the unvaxxed, young or old"
Another issue is the level of existing pressure Omicron arrives into. In the US, Omicron has landed right on top of a nasty winter Delta wave.

Covid ICU numbers are approaching record highs in several states, and even a less severe variant can push them over the top
A critical variable in these international trajectories will be each population’s 'immunity wall' (HT @devansinha).

Here are the levels and types of immunity by age in England, US and Austria (HT @DNoisternig). Red = people who not been vaxxed or infected, and remain vulnerable
From country after country we’re hearing that the majority of cases ending up in ICU are unvaccinated. Even in countries like England where this group is now a vanishingly small share of the population
With a variant that spreads so far and so fast, the Omicron wave more than any other will be exceptionally good at seeking out the last few unprotected people, so even a small difference in the immunonaive share of the population could make a big difference to ICU pressure
Indeed, a significant portion of the divergence between cases and severe outcomes in England may come from its potent mix of high past infection rates and a rapid booster rollout. It has never been more important for all countries to get vaccines into arms
That’s more than enough for now.

Key points:
1) With Omicron, share of cases going to ICU, ventilator or death will be lower than in past waves. Partly intrinsic, partly immunity

2) But sheer volume of people going to hospital with Omicron will cause intense hospital pressure
3) So rather than thinking "only for-Covid patients or vented/ICU matter, ignore with-Covid", a better framework is "for-Covid and vented/ICU indicate the toll this wave will take on lives. With-Covid numbers indicate the toll on the health service"
4) This will play out differently in different countries depending on the level of existing hospital pressure Omi arrives into

5) Part of why we see more mild cases now is immunity — the unvaxxed continue to make up majority of ICU cases. Get boostered (or get primary vaxxed!)
Other excellent threads worth reading:
@TheFerrariLab on the strengths and weaknesses of different metrics during this wave, and the nuances of hospital cases with Omicron
@kit_delgadoMD’s full thread on the hospital situation in Philadelphia. Brilliant breakdown of different types of cases now presenting, and what to take away from all of this
• The latest of @ChrisCEOHopson’s invaluable threads on the situation facing the NHS. Data can only tell us so much, especially in a wave like this where nuance is taking a front seat. Chris’s threads are a must-read for anyone following the UK situation
• A characteristically excellent analysis from @nicfreeman1209 looking at the extent to which the cases -> hospitalisations link is weakening in different age-groups in London
And for the approximately three of you who have read this far, as always please leave feedback, questions, criticism etc. I hope I’ve not missed anything important here, but please let me know if I have 🙏
As ever, a huge thanks to everyone who talked me through the complexities of the current situation for this thread and gave pointers on datasets, including @ChrisCEOHopson and front line hospital workers from the UK, Canada and Australia (especially @anna_bm37)

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More from @jburnmurdoch

23 Dec 21
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 21
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
22 Dec 21
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…

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)
Read 20 tweets
21 Dec 21
Some quick thoughts about the important new paper out of South Africa looking at Omicron severity…
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 21
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 21
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

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