SHORT THREAD: about Covid testing, system strain and potential fall out from Immensa scandal on getting PCR tests...

Am highlighting stuff from @ProfColinDavis , @fascinatorfun , @cfinnecy, @samueljlovett & @Gabriel_Pogrund

TLDR: it's not just Immensa, system is straining 1/11
When you do a PCR test, the most common result is either a positive or negative. But some tests return a "void" result, which can mean a bad sample or bad testing process.
Or an "unknown" result where the test just gets lost in the system 2/11

@fascinatorfun has pointed out that voids are more common if testing capacity is under strain - rushed tests, cutting corners on equipment maintenance or procedures etc can lead to more voids.

Tests also more likely to be lost in a straining system 3/11
We know from @Gabriel_Pogrund that there are problems in the supply chain that means labs cannot process all the tests they are being sent - many samples will never get analysed (i.e. become "unknown"). 4/11

We know from @samueljlovett that poorly supported novice workers at Immensa were pressured to run tests quickly on poorly maintained equipment - likely to result in more voids. 5/11

independent.co.uk/news/health/co…
So if we plot the proportion of unknown/voided PCR tests over time, we could infer that higher unknown/void rates correspond to more system stress.

So that what's @ProfColinDavis did and I basically copied his method to do the same 6/11
The red lines represent the range in which 80% of the proportion of unknown/voided tests lie which were taken between Oct 2020 and end Aug 2021.

The strain in winter peak is obv - but since Sept voids have been climbing out of the "typical zone" & are now atypically v high 7/11
@ProfColinDavis and @OliasDave have shown that this is NOT just a SW problem.
And since voids remain high this latest week (after Immensa shut down), it's *not* just an Immensa issue either. Fitting in with @Gabriel_Pogrund's report of larger supply issues. 8/11
Finally - if you get a positive lateral flow test (LFD) you have to isolate - unless you get a negative PCR test. And govt guidance is to get a confirmatory PCR test.

So on the whole, people who get a positive LFD test *do* get a confirmatory PCR test.

BUT 9/11
This most recent week (to 20 Oct), @cfinnecy noticed that the % of positive LFD tests *not* matched to a confirmatory PCR test has

It's just an idea but this could be a consequence of the Immensa false neg scandal breaking on 15 Oct and people losing faith in the system? 10/11
Will this be just a blip? What does it mean for interpreting case numbers? Not sure yet...

But certainly I think there we urgently need far more clarity about the current testing situation in England and how quality & testing rigour is being assured by UKHSA. 11/11

• • •

Missing some Tweet in this thread? You can try to force a refresh
 

Keep Current with Prof. Christina Pagel

Prof. Christina Pagel Profile picture

Stay in touch and get notified when new unrolls are available from this author!

Read all threads

This Thread may be Removed Anytime!

PDF

Twitter may remove this content at anytime! Save it as PDF for later use!

Try unrolling a thread yourself!

how to unroll video
  1. Follow @ThreadReaderApp to mention us!

  2. From a Twitter thread mention us with a keyword "unroll"
@threadreaderapp unroll

Practice here first or read more on our help page!

More from @chrischirp

29 Oct
QUICK(ISH) THREAD ON UK COVID UPDATE:

TLDR: cases dropping (partly but not wholly a half term effect), but hospital admissions & deaths rising (in England). Vax still not fast enough.

1/13
Vaccination: NI v behind on boosters *and* highest rate of unvaxxed.

England v behind still on 12-15 yrs compared to Scotland & Wales. Disappointing. 2/13 ImageImage
In terms of speed, boosters are getting quicker but first jabs (teens) are not (in England).

Projecting forward *current* rates, the teen and priority group booster programme won't be done till Feb.

We need to increase availability *and* demand. 3/13 Image
Read 13 tweets
26 Oct
THREAD on IMPACT OF IMMENSA SCANDAL:

Here are case rates in 10-14 yrs for the 13 most impacted English local authorities compared to all other local authorities.

The dodgy artificially low case rates are obvious as is massive increase in spread compared to rest of England 1/6
Here are primary school age children who *weren't* doing regular LFD tests and relied much more on PCR tests for symptoms.

The two dips looks as if different authorities in that list might have been impacted at different times. 2/6
The recent increase is *not* people rushing out to get tested. The last data point is 19 Oct - the scandal only broke on 15 Oct. The increases all started before then.

It wasn't just children either - here are their parents' age group 3/6
Read 6 tweets
24 Oct
Not only does Wales have a very high case rate at the moment it also has an *extremely high* positivity rate - almost a quarter of people tested are testing positive...
Also -Welsh hospital admissions with Covid are pretty much the same as their *first wave* peak and half their Jan 2021 peak.

In contrast, England is at about a quarter of Jan peak and a third of first wave peak.
You can see a vaccine effect though - severity of illness seems quite a bit less this time around and with shorter stays (so total number in hospital lower at any one time)
Read 6 tweets
23 Oct
THREAD: overview of where we are with Covid.

TLDR: Things aren't looking great, SW hit hard by the Immensa lab scandal, admissions climbing quite fast.

Half term should help a lot in the short term. Esp if we accelerate vax. Clear case for Vax Plus. 1/20
On vaccination, home nations between 65 and 71% fulle vaxxed. Good but behind many other high income countries now.

England v slow on 12-15 rollout - 18% vs 36% in Wales & 50% in Scotland.

16-18 yr old data shows vax works 2/20
On boosters - firstly looks like Pfizer booster works phenomenally well - much higher levels of antibodies after 3rd dose and 96% reduction in risk of catching covid after 3rd dose compared to just 1 dose.

So we def want to them in people - & case stronger for under 50s? 3/20
Read 20 tweets
19 Oct
Two things stand out to me from this chart:

1. The SW is accelerating much faster than anywhere else
2. London rates are almost half those everywhere else.

1. could be driven by the testing scandal but I have no idea what is driving the lower rates in London! and... 1/2
... it's not just testing behaviours!
Positivity rates in SW are also climbing steeply (*before the scandal came out late last week).

Meanwhile positivity rates in London are *also* lower than everywhere else, so it's not just lack of testing 2/2
PS the lower rates in London are seen across the whole age range.
Read 4 tweets
17 Oct
THREAD: Some numbers on Covid and kids since 1 Sept 2020.

For 5-14 yr old kids:
Whole of Autumn term (rise of Alpha) through to spring: 239K confirmed cases.
Summer term starts low, then Delta. April - August another 285K cases.
Since 1 Sept, 336K cases *so far*. 1/7
Case ascertainment improved in March with regular testing for school kids - but even compared to summer term, numbers this term are *far higher*.

ONS infection survey (no testing bias) reported that prevalence in 2nd-ry school kids now more than 2x higher than winter peak . 2/7
What will burden of Long Covid be in children infected since summer?
ONS estimated that in 4 weeks to 2 May, 23K children ages 2-16 had persistent symptoms from Covid caught at least 12 weeks before - ie infections before mid Feb 2021.
(June dataset: ons.gov.uk/peoplepopulati…) 3/7
Read 7 tweets

Did Thread Reader help you today?

Support us! We are indie developers!


This site is made by just two indie developers on a laptop doing marketing, support and development! Read more about the story.

Become a Premium Member ($3/month or $30/year) and get exclusive features!

Become Premium

Too expensive? Make a small donation by buying us coffee ($5) or help with server cost ($10)

Donate via Paypal Become our Patreon

Thank you for your support!

Follow Us on Twitter!

:(