An update on variants.

Remember the four tests for proceeding with the Roadmap?
Test 4 is "Our assessment of the risks is not fundamentally changed by new Variants of Concern."
The rise in B1617.2 makes it debatable whether we are still meeting this fourth test.
A thread.
1/15
This data is from the COVID genomics UK consortium (COG) cogconsortium.uk
It shows cumulative sequenced cases of 3 variants of concern (VOCs) P1 ("Brazil"), B13151 ("South Africa") and B1617 ("India").
Cases of the Indian variant have increased significantly recently.
2/15
OK, but cumulative plots always make numbers look larger.
Well, this chart shows cases sequenced each week. "South Africa", "Brazil" and B1617.1 ("India 1") are all staying roughly constant.
B1617.2 ("India 2") looks to be growing exponentially.
3/15
As a proportion of all variants sequenced (including our currently dominant B117 ("Kent") strain), B1617.2 ("India 2") is up over 13%, while other variants remain below 2%.
4/15
OK, but couldn't these rises be due to incoming travellers or surge testing?
Well, the Sanger Institute releases data which removes cases linked to travel and surge testing (covid19.sanger.ac.uk/downloads ).
The numbers are smaller, but rise in numbers of B1617.2 (red) is still clear.
As a percent of all sequenced cases the rise is even more pronounced, reflecting the fact that B1617.2 is gaining prominence in a situation in which other variants (even B117 ("Kent")) are flat or falling.
6/15
If these cases were primarily due to travel, then adding India to the red list should have dramatically decreased the number of sequenced cases.
Data last night's from PHE suggests that this is not the case.
The proportion of cases linked to travel (blue) is decreasing.
7/15
Regionally (Sanger data), B1617 ("India") accounts for 25% of sequenced cases in London and over 20% of sequenced cases in the Northwest.
Yorkshire and Humber, West Midlands and the North East still have relatively lower levels.
8/15
This is corroborated by data released by PHE looking at S-gene dropout in some PCR tests - distinguishing B117 ("Kent") from other variants.
This proxy doesn't rely on sequencing so numbers are bigger.
These charts show B117 (purple) has been dominant in all regions ...
9/15
... until recently when variants without the S-gene drop out have started to rise.
Although less definitive, this proxy is a much more up-to-date measure than sequencing (which is slow) and suggests non-B117 variants (green) may already be dominant in some areas (e.g. London, NW)
That the proxy also agrees with sequencing in the regions in which B1617.2 is dominant is further supporting evidence.
Although we are not completely sure yet, the rises in B1617.2 when other variants are falling suggests higher transmissibility.
11/15
We don't yet have good evidence to suggest immune evasion (or otherwise) of B1617.2.
But, significantly increased transmissibility (30-40%) alone would be bad news and could lead more hospitalisations than the first wave, according to SAGE modelling.
assets.publishing.service.gov.uk/government/upl…
12/15
Modelling from the University of Warwick group suggests if there were also some degree of immune evasion B1617.2 "could generate outbreaks larger than the second wave".
13/15
Of course, these models are subject to lots of assumptions and uncertainty and you should read the assumptions to make up your mind about how much you trust the outputs.
assets.publishing.service.gov.uk/government/upl…
14/15
Now you've seen the evidence, I'll leave you to make up you own mind about whether we are meeting
Test 4.
Is your assessment of the risks is fundamentally changed by new Variants of Concern?
\ENDS

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More from @Kit_Yates_Maths

14 May
An update on vaccination in the UK.
Tl:DR - Vaccination rates are on the rise again.
2/3 of adult population have had a first dose, 1/3 a second dose.
Disparity in uptake still exists between most and least deprived areas.
1/9
Firstly, to the raw numbers.
The number of doses has picked up following the May Bank Holiday dip.
Still primarily second doses (orange) being given to keep pace with first doses (blue) 12 weeks earlier.
2/9
We have now given first doses to almost 2/3 of the adult population and second doses to over 1/3.
This is already having a tremendous impact with PHE suggesting they have saved over 12,000 lives in England alone.
reuters.com/world/uk/nearl…
3/9
Read 10 tweets
14 May
A short thread on the latest data on SCHOOLS and numbers of cases in different age brackets as we prepare to dispense with facemask on Monday.
TL;DR Cases in school age children are relatively flat, but the number of respiratory outbreaks recorded by PHE is increasing.
1/8
As usual, I will preface the thread by looking at numbers of lateral flow tests, which have remained relatively flat for the last few weeks.
This suggests any significant rises or falls we see in the case data probably reflect genuine rises or falls not changes in testing.
2/8
Cases in over 60s (brown) and 20-59s (blue) have continued to fall.
Cases in under 20s saw a slight rise when schools went back (possibly testing related) and have been flat or rising since then.
3/8
Read 9 tweets
14 May
A short thread on cases and positivity in the UK

Cases have been coming down in the UK since early January, but last week we bottomed out and this week we have seen small week on week increases (green) in cases, leading to a rise in the 7-day average (black).

1/10
Looking at the 4 nations of the UK, cases have fallen since last week in Northern Ireland, England (slightly) and Wales (marginally), but risen in Scotland.
Wales is down to last September levels, but other nations have a little way to go.

2/10
When we see a rise in cases it makes sense to check positivity (cases detected/tests).
Just looking at PCR test positivity, it seems to be flat across all nations.
Other good news is that positivity rates are low (well below 2% for all nations).

3/10
Read 11 tweets
23 Apr
A short thread on vaccination data:
Rate of vaccination is starting to pick up again after a dip earlier in April.
It's still majority second doses being given to keep pace with the first doses we gave 12 weeks earlier.
1/7
61% of the UK adult population have now had their first dose and 20% their second dose.
2/7
Wales is still ahead with first doses given, while NI lags behind, but the absolute differences in percentages vaccinated are less than 10%.
The relative difference is bigger in second doses with Wales surging ahead early on, but now being pegged back.
3/7
Read 7 tweets
23 Apr
A short thread on variants.
There are a number of cases of variants of concern (VOC) and variants under investigation (VUI) in the UK.
Here I will focus on just four of the most concerning:
P1 - Brazil
B1617 - India
B1351 - South Africa
B1525 - (B117 + E484K mutation).

1/13
The three things we are typically worried about with new variants are
1. Do they spread faster?
2. Do they cause more severe disease/death?
3. Can they evade existing immunity?
I've written a little about the interplay of 1. and 2. here: theconversation.com/coronavirus-va…
2/13
B117 (UK) and P1 (Brazil) have been shown to be more transmissible but it's not yet been definitively established for B1617 (India) or B1351 (SA).
B117 has also been shown to be more deadly, but P1 and B1351 are not thought to be and it's to early to tell with B1617.
3/13
Read 13 tweets
23 Apr
A short 🧵on school-age cases.
Firstly to say testing has changed dramatically over the last 6 weeks.
Lateral flow tests shot up prior to the return to schools stayed level for a while and then dropped a little before Easter and have risen since.
1/8
Cases (per 100k) in the under 20s saw big rises upon the return to school in all regions. In fact some cases seemed to stop falling before schools went back consistent with lateral flow tests catching more cases as testing ramped up before the return.
2/8
Drilling down further, roughly the same trend appears in 5-9s, 10-14s and 15-19s.
It wasn't seen in preschool children, but since January they had been attending nursery/pre-school as normal.
So how much of the rise in cases was a result of testing?
Definitely some of it, but...
Read 9 tweets

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