Modellers believe that spreading out our limited supply of vaccine as single doses for 3 months will save up to 6000 lives. One concern though is whether single doses might lead to 'vaccine resistance' through virus mutation. (1)
If we assume that over the next 12 weeks 12-20 million people get one dose of a vaccine and are told or believe it gives 90% protection what % will actually go for a second jab? We might assume second dose coverage is at best 70%. (2)
That means between 4 and 6.7 million people might have fading protection. Will the risk of creating a vaccine resistant mutant in this group of people, which could spread rapidly to 7 billion people around the world, outweigh the benefits of 6000 deaths prevented. (3)
I was initially reassured by a paper sent to me by an eminent virologist. pnas.org/content/115/51… (4)
Essentially vaccine resistance is rare compared with drug resistance, first because multiple mutations are needed unlike for drugs, and second because vaccines tend to keep pathogens from ever achieving large population sizes within hosts. (5)
Nonetheless, vaccine resistance has been found with hepatitis B, whooping cough (B.pertussis, Strep. pneumoniae and other viruses, although these strains may die out through low transmissibility. (6)
Now I've read an excellent thread on the topic by a paediatrician and evolutionary geneticist. He refers to a study where the virus needed only 3 mutations to escape death from plasma full of neutralising antibodies. .
He concludes: "The longer SARS-CoV-2 is in circulation, + the greater the number of people infected, the more of a chance escape mutants will have to form...and imperil the unprecedented efforts put into vaccine development". (7)
I've also been sent another highly technical paper about Covid mutations. virological.org/t/mutations-ar… (8)
The paper concludes that "Widespread transmission of an emerging pathogen, such as SARS-Cov-2 can potentially lead to further mutations that affect transmissibility or effectiveness of countermeasures." (9)
The take home message is that where transmission remains high, viral mutations are more likely, which could change transmission rates, virulence or induce vaccine resistance. (10)
Giving single doses of vaccine might be fine in China, Taiwan or Norway, or any of about 70 countries with low transmission rates. But up to three million people in the UK may be infected, so the risks of mutations and vaccine resistance are much higher (11)
We've already seen a variant which appears to increase transmission by 50% or more. The difficult choice is between saving 6000 lives with a single shot policy and the risk of creating a vaccine resistant variant that could quickly cross borders. (12)
Whatever we decide, the message is that suppression of the virus must be at the centre of national strategy, not 'flattening the curve' which has, bizarrely, been official UK policy and advice since February 2020. (13)

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More from @globalhlthtwit

4 Jan
The PM says all frontline workers, people aged 70+ and people with serious underlying conditions will be vaccinated by mid-February. That’s 13 million, so 2 million per week. Potentially doable if GPs are supported with staff, volunteers funding and supplies. (1)
We must see a generous allowance funded by Treasury for isolation when infected or a contact. Without it, transmission will remain high increasing the risk of vaccine resistance. If not, could be the costliest mistake of the whole pandemic. (2)
Border screening must be made much tighter. Especially to identify new aggressive strains from other countries. (3)
Read 5 tweets
28 Dec 20
We need more information on the immunisation plan. In the two weeks from Dec 8-20 we immunised 616,000 people, say 52,000 per day. With the new Covid variant we might assume up to 70% coverage to achieve herd immunity (1).
70% of 68 million people = 48 million people who need 2 doses one month apart. That is 96 million doses.
If we just vaccinate the over 65s (12m), front line workers (2m) and people with underlying conditions (8m) we shall need 22 million x 2 = 44 million doses. (2)
At current rates it will take 846 days to fully vaccinate 22 million people + 1846 days to achieve herd immunity. WAY TOO LONG! So how many jabs per day to vaccinate high risk 22 million people in say 3 months (13 weeks)? Answer: 484,000 doses per day, working 7 days per week.(3)
Read 7 tweets
6 Nov 20
Scientific models vary according to the assumptions made. Compare here the projections for Covid19 deaths under four different epidemiological models (Imperial, LSHTM, Warwick, and Public Health England/Cambridge) and the dynamic causal model of Professor Karl Friston. (1)
Here are the four epidemiology scenario models which all show much higher daily death rates than the 'first wave' (dotted line). These informed government policy. (2) Image
This slide shown to COBR shows the steady rise in death rates up to the first wave peak in about one month's time. (3) Image
Read 9 tweets
5 Nov 20
From the Office of Statistics regulation: In the context of the pandemic there are three things which governments should consistently do to support transparency: (1)
osr.statisticsauthority.gov.uk/news/osr-state…
1. where data are used publicly, the sources of these data or the data themselves should be published alongside any press briefing and associated slides to allow people to understand their strengths and limitations (2)
2. where models are referred to publicly, particularly to inform significant policy decisions, the model outputs, methodologies and key assumptions should be published at the same time (3)
Read 5 tweets
26 Oct 20
The PM says he 'totally gets the issue of holiday hunger'. Here are a few reminders of a few facts (1)
news.sky.com/story/free-sch…
Food bank use over the past five years has soared. (2)
A recent food strategy report called for more free school meals to address child hunger. (3)
Read 8 tweets
25 Oct 20
On hunger, child development and our economy (1)
Here is a summary of influences on children as they develop. From the Lancet Commission 'A Future for our Children?" thelancet.com/commissions/fu… (2)
As a paediatrician I've learned how our children's brains are exquisitively sensitive to hunger and malnutrition. (3)
Read 9 tweets

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