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.
So, a lot of cases! But do we need to worry? Isn’t it mild?

Well. Lots of ways into this, but let’s start with a visit to South Africa, where new excess deaths data is out, i.e tracking the extent to which more people are dying than usual for the time of year.
I’ve added Gauteng excess deaths to my chart tracking all of its metrics, and here’s the result:

Are outcomes in this wave less severe? Yes, definitely.

But so far excess deaths track Covid deaths, which have climbed to 10% of their Delta peak and are still rising.
What can we take from this?

@tomtom_m is optimistic that this means we will see a much lower death toll from this wave than those before

As always, I agree with Tom, but I’m not sure the prognosis for the UK is necessarily "cool so it’s way more mild".
Right now, cases in Gauteng are 95% of the Delta peak, and deaths are 10%.

As it happens, the picture in the UK is very similar: vaccines — and immunity more generally — mean that although cases are now approaching record levels, deaths are only at 10%.
That’s good news! But:

1) What we’re attributing in SA to "mildness", we put down in UK to immunity. So from this data alone it’s not clear that it *is* inherently milder.

It might be, but that’s still being worked out, and immunity alone could explain a lot of this pattern.
2) We’ve already bagged that "immunity -> lower share of severe disease" benefit in UK, so not clear why our case-fatality-rates would fall further with Omicron *if it isn’t more mild*

e.g if UK cases triple from ~90% of previous peak to 270%, deaths could triple from 10% to 30%
But, regardless of Omicron’s inherent severity, what we do have working in our favour is boosters. The UK’s immunity wall against severe disease is now very high, and it’s possible boosters could further suppress rates of severe disease relative to cases
That might mean, for example, that cases could go from 90% of last winter’s peak to 540% (6x), with deaths still peaking at around 30% (3x).

Still a significant amount of severe disease, but much less than if the cases:deaths ratio stays fixed.
Incidentally, those outcomes are in the same sort of ballpark that the @cmmid_lshtm team estimate in their latest modelling paper: hospital admissions peak just above half of last winter’s peak, and deaths at around 30-40% cmmid.github.io/topics/covid19…
And think about what @nataliexdean says here. A lot of the cases we’re seeing now are essentially "additional" mild cases in people who we can expect to have very good protection against severe disease. So it follows that ratio of cases:severe could fall
So right now, my overall sense is that:
• Case numbers are going to get very, very high. As high as testing capacity will allow, perhaps
• Hospital admissions (*for* Covid, not just with) and deaths will also rise
• But boosters may weaken the link between the two further
1) To finish, a roundup of other Omicron developments:

It’s not just the UK. Denmark is at similar stage of its Omicron wave, with a clear Omicron-driven surge visible in its total case counts in recent days.
2) Sticking with Denmark, some said its data on hospitalisations suggest Omicron is *more* severe. This is highly misleading

It’s based on very crude calculations on tiny numbers. Far more time needed, and in latest data the claim itself is no longer true files.ssi.dk/covid19/omikro…
3) It now seems clear, after adjusting for testing volumes, that Gauteng’s Omicron wave of cases is roughly at its peak. The share of tests coming back positive is no longer rising and may be falling
4) While there is still no solid evidence that Omicron is inherently less severe than prior variants, there is now a plausible mechanism for how it could be. Again, this doesn’t mean it is
5) It’s vital to bear in mind the UK’s health service is already extremely stretched, and as Omicron infects ~everyone, a lot of healthcare staff will have to isolate. This lowers the threshold at which the NHS gets into trouble and patient outcomes suffer
6) That will most likely be felt in London first, where the number of patients in critical care beds is already running above the typical level for this time of year, and ~150 Covid patients are being admitted every day (again, yes, mostly for Covid not just with)
As ever, we’ll keep tracking all the key numbers as the situation develops.

Tomorrow we’ll get new data on hospital pressure, including the breakdown of Covid-positive patients by whether they are being treated primarily for Covid, or only incidentally tested positive.
Hit me with your questions, comments, suggestions etc

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More from @jburnmurdoch

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
10 Dec
NEW thread: data show South Africa’s Omicron wave is resulting in less severe disease and death than past waves, though health officials say it’s too early to be sure, and severe outcomes will continue to climb.

Story by me, @jsphctrl, @mroliverbarnes: ft.com/content/0ee745…
I’ve not adjusted the dates in that chart, so you can see that admissions typically lag cases by several days, and deaths lag by around two weeks.

So Omicron deaths *will continue to rise* but it’s clear that they’re not tracking cases as closely as they did in the Delta wave.
Now, we need to be careful here, because not only do deaths lag cases, we also need to note that the rapid rise of Omicron means there have been fewer cases accumulated than at the same stage of the slower-rising Delta wave, so we would expect fewer deaths
Read 19 tweets
7 Dec
Okay folks, still lot of uncertainty around severity of disease, but here’s what I’ve gleaned from latest data and many chats that @mroliverbarnes and I have had with the brilliant, tireless doctors & public health officials in South Africa ft.com/content/d315be…

Thread follows
Newest stuff first:

Data from @nicd_sa show that in Gauteng province, the share of Covid-positive patients in ICU or on ventilators is somewhere between 2-3x lower than it was at the same stage of the Delta wave 🤞 Image
This suggests a reduction in severity of outcomes, and we see something similar when we look at length of stay in hospital:

@nicd_sa gave me data today on admissions & discharges, and it’s clear that the gap between the two is shorter for this wave, suggesting milder illness 🤞 Image
Read 22 tweets
4 Dec
Okay folks, time for a South Africa update, focused this time on severity of disease.

First up, the report from hospitals in Tshwane (the district furthest along in Omicron wave) is essential reading, as is thread from @miamalan samrc.ac.za/news/tshwane-d…
If/when you’ve read those, you’ll understand why I didn’t open this thread with the charts showing exponential rise in cases, test positivity & admissions, which I believe risk oversimplifying the much more nuanced picture set out in the Tshwane report.
The charts I’m now going to show are a direct response to the Tshwane report. I don’t believe any of these contradict what the report discusses, but I think they help to contextualise it and think about where things are headed.
Read 20 tweets
2 Dec
NEW: today’s update from Gauteng, now on a log scale to better show current trajectories.

Steepness of lines shows how much faster the growth in cases and positivity is now vs past waves, and hospital admissions are now steepening too as the acceleration in cases feeds through.
Here’s same thing back on linear scale.

The eagle-eyed among you may spot something here: hospital admissions were tracking the Beta wave and first wave in yesterday’s chart, but today they’re slightly steeper. How is that possible, since it still shows data for the same dates?
This is why:

South Africa’s weekly hospital admission counts are back-filled every day as new patient data comes in, so the figure for the week ending Nov 28 has been rising in recent days, from 580 in the data published on the 29th, to 788 in today’s report.
Read 10 tweets
30 Nov
NEW: we know cases rising fast in South Africa, but what about severe outcomes?

I spent yesterday pulling together hospitalisations for Gauteng province, so we can compare the fledging Omicron wave to those that preceded it.

So far admissions following ~same path as past waves.
Quick notes (1/2):
• For cases to be rising faster while admissions are on same pace may hint at a lower proportion of severe disease
• But this may also simply be the result of more infection-acquired immunity and vax
• Or of cases so far being predominantly younger people
And 2/2:
• Share of patients in ICU currently much lower than same stage of Delta wave, but may change if cases spread from being mainly young. Or may not, which would suggest T and B cells kicking in 🤞
• Please follow people on the ground incl @Tuliodna @tomtom_m @rjlessells
Read 6 tweets

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