COVID From 60 Minutes an Epidemiological View Of What Vaccination Level Is Needed

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The discussion centers around the challenges of achieving herd immunity through vaccination, particularly in light of the Delta variant's higher transmissibility. Professor Tony Blakely's research suggests that a vaccination rate of at least 90% may be necessary to effectively control the virus, although some participants argue that even 95% may not guarantee herd immunity due to the vaccines' varying effectiveness against different variants. Concerns are raised about the public's understanding of risk, especially when comparing the risks associated with vaccination to everyday activities. The conversation also touches on the implications of regional differences in vaccination rates and the potential for new variants to undermine herd immunity efforts. Overall, the pandemic's persistence and the need for ongoing vaccination efforts are emphasized.
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See:

Note - the link has been changed to Youtube so, fingers crossed, should work for everone now.

Can Aus or anywhere else get to over 90% - assuming the professor is right, of course?

Some people are proposing pretty draconian measures for those that do not get vaccinated. Personally, I find it not only premature but somewhat disturbing.

I am still banging my head about peoples concern with a 1 (.5 so far in Aus) in a million risk of dying from the AZ vaccine. I point out there is a 2.5 in a million risk of dying by just getting out of the bed of a morning, but it makes no difference. People, for some reason, seem to have a block about even rudimentary understanding of risk. Maybe Actuaries should be more involved in this Pandemic. The trouble is, of course, most people do not even know what an Actuary is.

Thanks
Bill
 
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Video won't play here in US (or at least not where I am)
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phinds said:
Video won't play here in US (or at least not where I am)

It looks like it is region locked. That is something I can't tell when I post links up.

Here is a link that hopefully will work for everyone. It is about Professor Tony Blakely's work in this area that basically was what he said in the interview:
https://findanexpert.unimelb.edu.au...uld-mean-safely-opening-international-borders

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Bill
 
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Me neither.

But what is magic about 90%? Why not 99%? Or 80%?

The US current "spike" is a new case rate of 5.4% of what it was at the peak. This is up from its absolute lowest of 4.6%. Deaths and hospitalizations are at an all time low - below seasonal flu when extrapolated for a year. That's with about half the population vaccinated.

Would more be better? Sure. Would a lot more be a lot better? That's tougher - there's maybe not so much room to improve left.
 
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He says
However, even with 100% of the population vaccinated, herd immunity may not be achieved by vaccination alone until booster vaccines become available.
. I find that pretty much impossible to believe that. If the vaccine is 95% effective** then I think you WILL get herd immunity, at least for as long as the vaccines remain effective (which, I realize, we don't yet have a duration for).

EDIT: ** AND with a 95% vaccination rate
 
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Vanadium 50 said:
But what is magic about 90%? Why not 99%? Or 80%?
Professor Blakely explains it in the other link I posted, which hopefully will work. It goes like this. With the R0 of the delta variant being about 5, 80% should do it from his models. But the vaccines are not 100% effective - especially against the delta variant. So we need a higher vaccination rate. His calculations show at least 90% is needed, and maybe even 100% will not do it. Our current vaccines are a bit less effective against Delta, plus with an R0 of 5, it can explode.

Thanks
Bill
 
phinds said:
He says

. I find that pretty much impossible to believe that. If the vaccine is 95% effective then I think you WILL get herd immunity, at least for as long as the vaccines remain effective (which, I realize, we don't yet have a duration for).
At what percentage of the population vaccinated?

Thanks
Bill
 
bhobba said:
At what percentage of the population vaccinated?

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Bill
OPPS .. meant to say 95% vaccinated AND 95% effective. Fauci started off last year saying 70% would do it but I think even he now agrees that that number is too low.
 
phinds said:
OPPS .. meant to say 95% vaccinated AND 95% effective. Fauci started off last year saying 70% would do it but I think even he now agrees that that number is too low.

The professor has done the detailed calculations, and they were not posted. That is an issue for a technical forum like this. But my guess is - and it is just a guess - 95% will likely do it even with the delta variant.

Plus, since it is becoming the dominant variant, a specific vaccine may help a lot. Trouble is getting to that 95%.

Thanks
Bill
 
  • #10
I found this to be on par with pop-science descriptions of QM or relativity.

"Herd immunity" is fine as a general concept, but it is too woolly to guide public policy. Who is your herd? If there was an outbreak in Sydney, Melbourne and Canberra, would there be calls to lock down Hobart, Darwin and Alice Springs? What about the reverse?

(Hobart? Isn't that somewhere in New Zealand? :wink: )

"Reproduction number" similarly. It varies by space and time. I hope this is obvious, but I can explain if necessary.

R = 5 is way outside the mainstream. Ontario (Canada's NSW) is at ~70% vaccination at least one dose, half that fully vaccinated, and sees R for the delta variant around 1 (1.07). The majority of their cases are delta, and have been for about a month, and case rates are about 5% of where they were at the peak.

I understand the desire to send messages that encourage the right behavior, but "if we don't reach 90% it's all for naught" seems unlikely to be the right message. A more accurate (and more likely to succeed) message is "25% is way too low - we need to get to 70% quickly".
 
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  • #11
There are many factors that make calculating things like this fraught, in my mind.

To achieve herd immunity, you want to drive the rate at which a single infected person leads to an infection of a new host, to less than one. This will result in a statistically driven meandering walk of the population size down to zero (extinction).
  • Different virus variants will have different reproductive abilities.
  • The behaviors of people, that have effects on virus transmittability, will vary over time.
  • Different groups of people (local populations), in different areas, will have different traits (immunization status, behaviors) affecting the ability to contract a viral infection. This will lead to a patchy distribution of rates of infection (some places will have a higher proportion of sick people than others). A virus could thrive in one area and not in others.
 
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  • #12
We expect variants to develop that will make the vaccine less effective in preventing infection, so herd immunity may not be possible, even with 100% vaccination rates. If, however, the vaccines continue to give good protection against severe disease, then we should aim for 100% vaccination among vulnerable groups, so that each vaccinated individual is protected, even if unvaccinated people are still at risk. Here are some remarks by Christian Drosten urging vaccination in this scenario.
 
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  • #13
phinds said:
He says

. I find that pretty much impossible to believe that. If the vaccine is 95% effective** then I think you WILL get herd immunity, at least for as long as the vaccines remain effective (which, I realize, we don't yet have a duration for).

EDIT: ** AND with a 95% vaccination rate
The 95% effectiveness of the Pfizer vaccine for symptomatic infection. However, there may be asymptomatic infection which also enables transmission. The vaccine provides about 85-95% protection against all infection (asymptomatic and symptomatic) for the original and the alpha variants. For the delta variant, the protection against all infection falls to about 79%. For the beta variant, the protection against all infection is about 75%.

https://pharmaceutical-journal.com/...hing-you-need-to-know-about-covid-19-vaccines
 
  • #14
bhobba said:
Trouble is getting to that 95%.
Well, I don't think "trouble" is quite adequate. I'd say there is not a snowball's chance in hell that we'll even get close to that in America. We'll be doing fantastically well if we get over 70% avg across the country and I don't think that will lead to herd immunity with all the new varieties, unless we get much better vaccines.
 
  • #15
atyy said:
The 95% effectiveness of the Pfizer vaccine for symptomatic infection. However, there may be asymptomatic infection which also enables transmission. The vaccine provides about 85-95% protection against all infection (asymptomatic and symptomatic) for the original and the alpha variants. For the delta variant, the protection against all infection falls to about 79%. For the beta variant, the protection against all infection is about 75%.

https://pharmaceutical-journal.com/...hing-you-need-to-know-about-covid-19-vaccines
https://www.haaretz.com/israel-news...fections-in-israel-as-delta-spreads-1.9971842

"The Pfizer-BioNTech Coronavirus vaccine has dropped to 64 percent effectiveness in preventing infection in Israel as the delta variant continues to spread across the country, the Health Ministry said on Monday.
...
The ministry added that the vaccine is 93 percent effective in preventing hospitalizations and severe symptoms."
 
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atyy said:
"The Pfizer-BioNTech Coronavirus vaccine has dropped to 64 percent effectiveness in preventing infection in Israel as the delta variant continues to spread across the country, the Health Ministry said on Monday.
...
The ministry added that the vaccine is 93 percent effective in preventing hospitalizations and severe symptoms."

It is similar for AZ as well:
https://theconversation.com/should-...-doubles-your-protection-against-delta-163259

Regarding the CVT in Aus the fatality rate is now 3%, but they are on the lookout for the reaction and finding it more - about 1.3 per 100000 last I heard. This equates to a possibility of death of .45 in a million. Just getting out of the bed of morning has a 2.5 in a million chance of death or over 5 times higher.

In Aus we are working on vaccines for specific variants and making them here:
https://www.abc.net.au/news/2021-06...trials-in-australia-variant-booster/100229294

Sorry to say, but I think this pandemic is with us for a while yet. Imagine how much worse it would be without our modern scientific understanding and technology.

Thanks
Bill
 
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  • #17
bhobba said:
In Aus we are working on vaccines for specific variants and making them here:
https://www.abc.net.au/news/2021-06...trials-in-australia-variant-booster/100229294
I was hoping they'd tweak the Queensland vaccine (the COVID vaccine that made people positive on HIV tests), but I guess they aren't pursuing that line of work any more? Like Novavax - it'd be nice to have a "conventional" vaccine. Also, I was intrigued by their "molecular clamp technology", which I think holds the antigen in the right shape. Pfizer/Moderna, J&J, Novavax have something that I think is similar from Jason McLellan's group at UT Austin.
 
  • #18
bhobba said:
Professor Blakely explains it in the other link I posted, which hopefully will work. It goes like this. With the R0 of the delta variant being about 5, 80% should do it from his models. But the vaccines are not 100% effective - especially against the delta variant. So we need a higher vaccination rate. His calculations show at least 90% is needed, and maybe even 100% will not do it. Our current vaccines are a bit less effective against Delta, plus with an R0 of 5, it can explode.

Thanks
Bill
From the data points: index delta cases to total generated cases over time, can you show the R0 = 5 calculation ?
 
  • #19
phinds said:
Well, I don't think "trouble" is quite adequate. I'd say there is not a snowball's chance in hell that we'll even get close to that in America. We'll be doing fantastically well if we get over 70% avg across the country and I don't think that will lead to herd immunity with all the new varieties, unless we get much better vaccines.
Or UK
We are at 50% today 2 doses and all restrictions end in 14 days.
So about 12 million with one dose only and 20 million with no dose.

That is a fair bit for the virus to aim at with a lot of people in party mode.

EDIT:

On the positive side in the last 4 months hospital admissions are still not very high in the UK and of those overnight stays and deaths is still quite low (page 15)

https://assets.publishing.service.g...ants_of_Concern_VOC_Technical_Briefing_15.pdf
So perhaps another 4 million or so vaccinated by the 19th?

Most over 50s vaccinated and those cases not leading to severe illness.
 
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  • #20
morrobay said:
From the data points: index delta cases to total generated cases over time, can you show the R0 = 5 calculation ?
As mentioned before, in TV info programs, and even the paper I found about it, they do not provide the technical detail that a site like this would like. From the paper:

'The Delta variant has an R0 (the number of people one infected person on average infects) of about 5.0 under pre-COVID-19 ways of living. This is twice that of the original COVID-19, which had an R0 of about 2.5. For an R0 of 5.0, theoretically, 80% of the population have to be immune — not just vaccinated — for virus transmission not to take off.'

I wish we had more detail.

As an aside just speaking to my doctor today. He is not too worried about the Delta variant and our current vaccines. What gives him optimism is the 92% protection it gives against hospitalisation.
https://www.clinicaltrialsarena.com/news/astrazeneca-vaccine-delta-variant/

A bad case of the sniffles is nothing to worry about. As a GP they see it all the time, so will make sure if it gets worse the patient will be hospitalised. The rate will be low enough not to overload the hospital system. But we must figure out a way to ensure people do get vaccinated. As I have mentioned, fingers crossed, those with vaccine hesitancy, if they talk to their doctor, hopefully will change their mind.

Thanks
Bill
 
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  • #21
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  • #22
morrobay said:
https://www.cnbc.com/2021/06/30/aus...asures-amid-delta-covid-variant-outbreak.html From this report limo driver 2 weeks ago was index case that generated 170 cases. So: R0^4.66 = 170 then 4.66 logR0 = log170. Then R0=10^.4786 = 3.01 note the exponent of growth, 4.66 is from 14days/3day generation interval. See fig,1. The generation/infection interval is about one day less than serial interval. https://pubmed.ncbi.nlm.nih.gov/32145466/
https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2021.26.24.2100509
Here they use a generation time distribution with a mean of 5 days, but they also see how their results vary if it's lower or higher.
 
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  • #23
morrobay said:
https://www.cnbc.com/2021/06/30/aus...asures-amid-delta-covid-variant-outbreak.html From this report limo driver 2 weeks ago was index case that generated 170 cases. So: R0^4.66 = 170 then 4.66 logR0 = log170. Then R0=10^.4786 = 3.01 note the exponent of growth, 4.66 is from 14days/3day generation interval. See fig,1. The generation/infection interval is about one day less than serial interval. https://pubmed.ncbi.nlm.nih.gov/32145466/

Nice post.

Just a few comments.

It must be remembered that R0 of 5 is an estimate under pre Covid conditions. Many people, including me, are taking greater precautions regardless of mandated government mask-wearing etc. In fact, we have a growing number of people who say the government is too intrusive - people are smart enough to make their own decisions given the correct information. People that post here are highly likely to be in that camp - i.e. figure out the correct precautions for their circumstances and take them - but the general population? Anyway, pursuing that is likely taking us into politics which is not what we are on about.

Things here in Aus are at a knife-edge right now. But rest assured, at the first sign of it tipping the wrong way - total lockdown everywhere - the Australian public is strong on that point - they do not want any cases here in Aus. By just doing that, governments have been returned with virtually no opposition, i.e. just a couple of people.

Our vaccination program has been totally botched for several reasons, some of which do not reflect well on our bureaucracy:

1. We were told that CSL in Melbourne was producing over a million doses a week of AZ and producing vaccines even before approval. That turned out to be a lie. It was 400,000 as soon became apparent when GP's were only getting 50 doses a week. Still, the bureaucrats did not come clean - it was like pulling teeth getting the truth out of them. There were also significant distribution bungling I have posted about before. Again getting that information was like pulling teeth. We know it now, but not when it counted.

2. They did not consistently message the AZ CVT risks and were IMHO using the wrong methodology in explaining that risk. People should have been told even getting out of the bed of a morning carries greater risk. There are zero reasons to limit its use. All vaccines at that stage were administered by GP's who would explain the risk, and the patient can decide. But we were making 1 million doses locally of AZ and importing 300,000 doses of Pfizer per week. Again getting that 300,000 out of the bureaucrats was like pulling teeth. We are told it will increase over the coming months to a whopping over 2 million a week by year-end, outstripping local AZ production. We will see. In deciding what vaccine to get that 12 weeks is needed before you get the second dose of AZ, but 3 weeks for Pfizer needs to be considered. By the time that 12 weeks happen, there may be plenty of Pfizer. But in waiting watch it:
https://www.forbes.com/sites/victor...at-australian-birthday-party/?sh=55395ac5612f

3, There is a conflict of information coming from state and federal governments. This was highlighted by when the deputy Commonwealth Medical Officer quit and returned to private practice. He is now singing a different song - IMHO a much more rational one. He now says we have offered vaccines to all vulnerable groups. We must finish frontline workers. Then it is first in, first served on all vaccines. The government has announced we will be opening up at the beginning of next year. If you are not vaccinated by then - well, you will cop whatever the government decides. I believe it should be you must see your doctor who will explain the necessity of getting vaccinated. I am hopeful that is all that is required, but we will see. More draconian measures may be necessary, such as what is done for the Triple Antigen Vaccine. It is no jab - no pay - all government benefits stopped, including tax concessions. If even that does not work, then I think that is about as far as the government can legitimately go - but we will see. The desire of the Australian people to keep this out of Aus is powerful.

Just my take as a person living through this in Aus.

Thanks
Bill
 
  • #24
atyy said:
https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2021.26.24.2100509
Here they use a generation time distribution with a mean of 5 days, but they also see how their results vary if it's lower or higher.
https://en.m.wikipedia.org/wiki/Basic_reproduction_number go to estimation methods and then down to simple model.And to first two equations: n(t) = n(0) R0^t/inf.interval. So yes they are using serial interval. And if that is 5 days applied to above data: Then R0^2.8 = 170 therefore R0= 6.25
 
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  • #25
atyy said:
I was hoping they'd tweak the Queensland vaccine (the COVID vaccine that made people positive on HIV tests), but I guess they aren't pursuing that line of work any more?

Yes, they are still working on it:
https://www.abc.net.au/news/health/...19-vaccine-research-molecular-clamp/100050240

But it will not be available soon. It likely will be one of the second-generation vaccines that will start to appear probably from early next year.

Right now, correctly IMHO, the focus seems to be getting first-generation vaccines into as many as possible.

I think it likely to really bring the pandemic under control; we will need 3rd or even 4th generation vaccines.

Australia IMHO did not invest in as many first-generation vaccines as they should have. They should have fast-tracked the Covax-19 vaccine like they were doing for the UQ vaccine:
https://medicine.uq.edu.au/article/2021/06/what-covax-19-australias-most-advanced-covid-vaccine candidate

It is debatable if what I am about to say is a morally valid strategy. But Professor Petrovsky had a plan after he finished phase 1 trials to vaccinate during the Melbourne outbreak in aged care facilities as part of phase 2 trials. They had an alarmingly high death rate, so he thought the risk was worth it - as did I. With phase 2 trials complete, phase 3 could start while Australia accelerated building a manufacturing plant ready for when phase 3 is complete. IMHO Australia, lost a valuable opportunity - and possibly the world as well. Phase 2 and 3 trials should have been completed on this vaccine ages ago and should be part of the vaccines available for use right now. But as I said, it was a debatable strategy - things are always clearer in hindsight. According to Professor Petrovsky, it will be available by year-end when really it should have been available at the start of the year with a trickle earlier for high risk people in age care facilities etc.

Thanks
Bill
 
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  • #26
atyy said:
The 95% effectiveness of the Pfizer vaccine for symptomatic infection. However, there may be asymptomatic infection which also enables transmission. The vaccine provides about 85-95% protection against all infection (asymptomatic and symptomatic) for the original and the alpha variants. For the delta variant, the protection against all infection falls to about 79%. For the beta variant, the protection against all infection is about 75%.

https://pharmaceutical-journal.com/...hing-you-need-to-know-about-covid-19-vaccines
However, asymptomatic patients (in particular never-symptomatic, as opposed to pre-symptomatic) are generally thought to be less infectious than symptomatic people.
 
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  • #27
atyy said:
https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2021.26.24.2100509
Here they use a generation time distribution with a mean of 5 days, but they also see how their results vary if it's lower or higher.
I didn't see any reference to generation interval: time between infection events in an infector-infectee pair. Serial interval: time between symptom onsets in an infector-infectee pair. See fig (1) and conclusion: This suggests that a substantial proportion of secondary transmissions may occur prier to illness. IE, gen interval less than serial interval . https://pubmed.ncbi.nlm.nih.gov/32145466/
 
  • #28
morrobay said:
I didn't see any reference to generation interval: time between infection events in an infector-infectee pair. Serial interval: time between symptom onsets in an infector-infectee pair. See fig (1) and conclusion: This suggests that a substantial proportion of secondary transmissions may occur prier to illness. IE, gen interval less than serial interval . https://pubmed.ncbi.nlm.nih.gov/32145466/
They use the term "generation time" in the supplementary materials: https://www.eurosurveillance.org/do...est&checksum=8C31830EC2933219A2FD099A8DD12BC0

It looks like what they call "generation time" is taken from https://science.sciencemag.org/content/368/6491/eabb6936 which uses the term in the sense "time from infection to onward transmission".
 
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  • #30
atyy said:
It looks like what they call "generation time" is taken from https://science.sciencemag.org/content/368/6491/eabb6936 which uses the term in the sense "time from infection to onward transmission".
Good paper. In Results: They give the R0 =2, doubling time Td = 5 days and generation time (t) of 5 days. So the R0=2 can be shown: R0=e^kt , k= ln2/Td. So R0= e^.693
 
  • #31
bhobba said:
I think it likely to really bring the pandemic under control; we will need 3rd or even 4th generation vaccines.
How do you define under control?

We have never succeeded in making the flu virus extinct. Shouldn't we expect COVID to be in circulation perpetually and require anti-COVID factors in our annual flu shots? Even then the number of annual deaths will not be zero.

https://www.cdc.gov/flu/about/burden/index.html
CDC estimates that influenza has resulted in between 9 million – 45 million illnesses, between 140,000 – 810,000 hospitalizations and between 12,000 – 61,000 deaths annually since 2010.
 
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  • #32
anorlunda said:
How do you define under control?

We have never succeeded in making the flu virus extinct. Shouldn't we expect COVID to be in circulation perpetually and require anti-COVID factors in our annual flu shots? Even then the number of annual deaths will not be zero.

Influenzas circulate and mutate in many wild and domesticated specie, not just humans. As a result, new variants arise frequently in swine, birds, even camels. AFAIK, we don’t yet see a similar behaviour for coronaviruses.
 
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  • #33
SongDog said:
Influenzas circulate and mutate in many wild and domesticated specie, not just humans. As a result, new variants arise frequently in swine, birds, even camels. AFAIK, we don’t yet see a similar behaviour for coronaviruses.

Coronaviruse-19 has been found in a variety of animals (cats, ferrets, etc.), but no new mutants from them are known yet.
Give it time (and larger infected populations).
 
  • #34
anorlunda said:
How do you define under control?

You said it. Like the flu with the flu vaccine. There are circulating varieties each year, and we will get vaccinations for the most likely strains. Often, however, they will get it wrong, and the vaccine will not be as effective. But I think the death and hospitalisation rate will be low, possibly even lower than the flu.

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  • #35
bhobba said:
You said it. Like the flu with the flu vaccine. There are circulating varieties each year, and we will get vaccinations for the most likely strains. Often, however, they will get it wrong, and the vaccine will not be as effective. But I think the death and hospitalisation rate will be low, possibly even lower than the flu.

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Bill
That's where we need to get to.
Vaccines for the groups that need it. Every year.
 
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  • #36
Here's a section from a niece Perspective piece published in Nature outlining some scenarios for what SARS-CoV-2 looks like going into the future:

The first – and most worrisome – scenario is that we will not gain rapid control of this pandemic and thus will face a future with ongoing severe disease manifestations combined with high levels of infected individuals which, in turn, might foster further evolution of the virus. Vaccinations and prior infection might achieve long term herd immunity, but we will need a very broad application of vaccines worldwide combined with comprehensive disease surveillance by accurate and readily available diagnostic assays or devices76.

A second and more likely scenario is the transition to an epidemic seasonal disease like influenza. Effective therapies that prevent progression of COVID-19 disease (e.g., monoclonal antibodies reduce hospitalization and death by 70-85%) may bring the burden of SARS-CoV-2 infection to levels that are equivalent or even lower than influenza. However, we should remember that the annual mortality burden of influenza, in non-pandemic years, is estimated to be 250,000 to 500,000, with up to 650,000 all-cause deaths globally, comprising ~2% of all annual respiratory deaths (two thirds among people 65 years and older)77. This is an extremely significant health burden and equates to a relatively ‘optimistic’ view of the future of the SARS-CoV-2 pandemic.

A third scenario is the transition to an endemic disease similar to other human Coronavirus infection that have a much lower disease impact than influenza or SARS-CoV-2. There is, however, limited data on the global burden of disease by common human coronaviruses78 and as noted in earlier sections, it is not possible to predict with confidence whether further adaptations of SARS-CoV-2 to humans will increase or decrease its intrinsic virulence.
https://www.nature.com/articles/s41586-021-03792-w

The full article is relevant to the discussion as it talks about how the virus can persist as an endemic virus through pockets of susceptible individuals and waning immunity after infection or vaccination, changes in the virus through antigenic drift that diminish protection, and reentries from zoonotic reservoirs, pulling upon our experiences with other similar viruses like influenza.
 
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  • #37
For 60 years or so, Western Society has enjoyed very low rates of serious sickness and deaths due to infectious diseases. But diseases continue to evolve. COVID is related to other viruses. Some bacteria are evolving resistance to antibiotics.

My point is that we should not be too surprised if we enter some decades where the death rates because of infections diseases are higher than they have been the past 60 years. We certainly can't expect only monotonic decreases forever.

Would it be wrong to use the term Brownian noise when describing long term evolution of death rates?
 
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  • #38
This seem to imply that the R0 number tells you something about how infectious the virus actually is and provides some sort of stable metric. The problem here is that the R0 number can only tell us what is happening within a specific population, at a specific time, in a certain culture and with other variables that might affect transmission. Within a week of the first estimate, 5 other research groups published estimates on the same population, each estimate being different, falling somewhere between 1.4 and 4, depending on the mathematical method they used and type of data they input. All of these figures were based on the disease behaving in a similar way to SARS and MERS, however, the transmission of SARS-CoV-2 turned out to be markedly different. MERS and SARS patients typically shed coronaviruses while symptomatic, we now know that SARS-CoV-2 can be contagious even before patients know they’re sick. Estimates made early on did not take into account the possibly quite high level of asymptomatic individuals,” and therefore likely underestimated R0. Some researchers have argued that R0 values as high as 13 best explain the virus’ rapid spread across the world.

There are even problems in estimating the average number of people a single individual can infect, actually the real number is 0, patterns of spread are rarely consistent, but Covid has taken this to a new level. Early in the course of this pandemic, most infections are caused by relatively few individuals, so called super spreading. Typically, these events occur when an infected person, comes into contact with a lot of others, this might be because of restricted environments, like cruise ships or care homes. It's even suggested that some people might have some phenotype that causes them to shed more virus than others. All of these issues degrade the value and accuracy of the R0, and it's always a variable number, a snapshot in time.

I did wonder about the stated goal of stopping community transmission, this strikes me as totally unrealistic, the effects on specific populations means reducing serious disease and deaths is much more achievable. The current vaccines are already doing this, so there is no real pressure to produce a new vaccine. Like the R0 number, the concept of herd immunity is also a bit confusing, but its likely that the R0 for the delta variant is simply a reflection of a level of antibody escape. Virologists appear to be getting a lot more interested in the B and T cell responses, which they feel underpin the protection against severe disease and do so for quite a prolonged period of time. Booster shots might only be recommended for specific at risk populations. There is currently an ongoing debate about the ethics of immunising children when they are at low risk from the disease and the vaccines carry some risk. This is compounded by the global supply issues. I suspect that while some countries have been able to isolate themselves, they still simply represent populations with low levels of immunity, an ideal target for the virus until they get vaccinated.
 
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  • #39
anorlunda said:
How do you define under control?
Very good question.

In the US over the last 12 months, Covid is the #3 cause of death, making up about 20%. Assuming we stay exactly where we are for the next 12 months, it will make up about 2% of total deaths, and move down to #7 or #8 near kidney disease and seasonal influenza. Is that success? Or do we need to move even lower?

Another factor of 2 takes it to #14 and near Parkinson's. Is that success? Or do we need to move even lower?
 
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  • #40
Interesting to contrast Covid to a virus most are not aware of - RSV:
https://www.mayoclinic.org/diseases...-syncytial-virus/symptoms-causes/syc-20353098

It is so infectious virtually everyone gets it by 2. It is usually not a problem, but it can be dangerous and cause death in some children. You develop antibodies, so when you get it later in life, you either fight it off, or the symptoms are mild, so mild it is generally thought to be the common cold. I seem to recall reading somewhere, but do not hold me to it; the RSV virus causes about 20% of 'cold' cases. Of course, our immune system is not as good as we age, and for aged care residents is can be a big problem:
https://pubmed.ncbi.nlm.nih.gov/16038573/

I think this has lessons for what may eventually happen with Covid. We all may get it when young (so far, it has not proved to have much of a fatality rate in the very young), develop antibodies that give us the sniffles as we age. It becomes a problem when immunity wanes.

Just a possibility. I think the most likely outcome is as Yggdrasil posted. It will be like the Flu, and we will get, along with our Flu shot each year, a Covid shot. If the pandemic has shocked people into getting vaccinated against the Flu, we may even be overall better of than we were before. Only time will tell.

BTW I have found a youtube video for the original video I posted and will change it to that, so hopefully, everyone can see it.

Thanks
Bill
 
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  • #41
Laroxe said:
I did wonder about the stated goal of stopping community transmission, this strikes me as totally unrealistic, the effects on specific populations means reducing serious disease and deaths is much more achievable. The current vaccines are already doing this, so there is no real pressure to produce a new vaccine.
I agree it is unrealistic to stop community transmission entirely. You only have to look at the Sydney outbreak. It is made worse by population pockets with high numbers of immigrants. To many of them, limiting contact to family members in the same household also means their extended family in different physical households. It is cultural. The same thing happened with the Melbourne outbreak. Some communities were not getting the message for cultural reasons. A good friend of mine when young moved from Canberra to Perth, where his family was. He was second generation Australian. When I visited for a few weeks to watch America's Cup, I was shocked at just, culturally, how different his parents were to their sons and daughters. They had to still explain many things to them, and their English was poor. They even had to ask me about things.

The current vaccines are good, but the rate variants keep popping up, new vaccine development is needed. We also would like to eliminate the minimal risk they have of thrombosis, heart issues etc.

But we need to be careful. We tinkered with the Whooping Cough vaccine to reduce rare side effects. That worked, but it is now not as effective, meaning here in Aus, we have this no jab no pay rule. If no vaccination against Whooping Cough, then no government supplements, tax concessions, or even enrolling in a government school.

Thanks
Bill
 
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  • #42
some red flags in this thread
1.) (including the title): talking about herd immunity purely in terms of vaccination and not natural immunity(/prior infections)
2.) talking about antibodies and not T and B memory cells

in short, with a few exceptions, much of this thread feels like political talking points
 
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  • #43
bhobba said:
I agree it is unrealistic to stop community transmission entirely. You only have to look at the Sydney outbreak. It is made worse by population pockets with high numbers of immigrants. To many of them, limiting contact to family members in the same household also means their extended family in different physical households. It is cultural. The same thing happened with the Melbourne outbreak. Some communities were not getting the message for cultural reasons. A good friend of mine when young moved from Canberra to Perth, where his family was. He was second generation Australian. When I visited for a few weeks to watch America's Cup, I was shocked at just, culturally, how different his parents were to their sons and daughters. They had to still explain many things to them, and their English was poor. They even had to ask me about things.

The current vaccines are good, but the rate variants keep popping up, new vaccine development is needed. We also would like to eliminate the minimal risk they have of thrombosis, heart issues etc.

But we need to be careful. We tinkered with the Whooping Cough vaccine to reduce rare side effects. That worked, but it is now not as effective, meaning here in Aus, we have this no jab no pay rule. If no vaccination against Whooping Cough, then no government supplements, tax concessions, or even enrolling in a government school.

Thanks
Bill

One of the reasons I thought that elimination was unlikely was based on the 4 Coronaviruses that infect humans that lead to mild, cold like illness. All of these made a successful transition from animals to humans, and they can estimate when this occurred. The ARCoV2 between 1190 and 1449 and the 229E Coronavirus between 1686 and 1800, both from bats. Then we have the OC43 which originated in rodents, spread to cattle and then to humans in the 1890S and the latest HKU1 identified in 2004 also from rodents. Generally we know little about the history of these events because the diseases they cause were new and there were no test, but it may be that the first 3 followed a similar course to the current Covid-19 pandemic, and these events were certainly followed by pandemics, these viruses are common across the whole world. The OC43 has been the source of considerable speculation, as the crossover event was followed by a recorded pandemic in the late 1890. This pandemic seems to have caused around a million deaths and was referred to as Russian flu though the symptoms were unlike those caused by flu, the virus currently causes cold like symptoms.

These viruses have not disappeared and are in fact very common causes of infection, but it seems that humans and these viruses have “learned to live” with each other. There may have been many more but like SARS and MERS they might never have made the transition effectively, SARS in fact has disappeared and each cluster of infections with MERS represents a new crossover event.
The reproductive rate and its general inefficiency in viruses means there are always variants arising, the more widespread the rate of infection is, the greater the number of variants. A number of these variants may be able to avoid the actions of some antibodies, It's actually very difficult to evolve resistance to all the antibodies produced and the T cell response still speeds up our ability to refine specific antibodies to new variants. This is why that even though some antibody responses are blunted by the delta variant, giving it a selective advantage, many people can continue to be infected but following previous exposure or vaccination the speed of the antibody response limits the seriousness of the disease.
To justify the development of new vaccines a new variant would need to arise that largely escaped our immune response due to previous exposure, and if such a variant was generally more dangerous it would in fact be at a selective disadvantage. When people become very ill they automatically self-isolate and if people die, the virus dies with them. We would need to be at the stage of this new variant spreading in the population, simply to recognise it as a serious threat, remember we will in effect be dealing with hundreds of variants.
There are several alternatives to developing new vaccines, the first is in the use of vaccines that present a wider range of antigens to the immune system, some of which might stimulate antibodies to conserved parts of the virus and therefore more difficult to evade. The second would be in developing delivery systems that produce different types of responses, for example in the tissues in which the virus starts to replicate. These ideas are already present in some vaccines already in development, as are new delivery systems.
Developing booster vaccines that target particular variants is at best a short term and ultimately expensive option, and would then be faced with the distribution issues we see now. There is already work looking at identifying conserved parts of the virus that may even help prevent other Coronavirus disease. However, this might be quite difficult, we are already aware of the fact that following infection we produce antibodies to a wide range of antigens, they can potentially attack virtually all parts of the virus. It does seem that this virus has ways of hiding parts of its envelope from the immune system and/or antibodies, a lot of antibodies appear to have no protective effect, that's why researchers focussed on the spike proteins in developing the vaccines. Similar work is being done to try and broaden the effectiveness of vaccines to other diseases, most notably flu, but I wouldn't hold my breath.
Because some vaccines in development are likely to be available soon, I suspect it makes more sense to wait and see how effective they are against variants, even though vaccine producers already have blueprints for new formulations that are variant specific.
 
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  • #44
bhobba said:
I agree it is unrealistic to stop community transmission entirely. You only have to look at the Sydney outbreak. It is made worse by population pockets with high numbers of immigrants. To many of them, limiting contact to family members in the same household also means their extended family in different physical households. It is cultural. The same thing happened with the Melbourne outbreak. Some communities were not getting the message for cultural reasons. A good friend of mine when young moved from Canberra to Perth, where his family was. He was second generation Australian. When I visited for a few weeks to watch America's Cup, I was shocked at just, culturally, how different his parents were to their sons and daughters. They had to still explain many things to them, and their English was poor. They even had to ask me about things.

The current vaccines are good, but the rate variants keep popping up, new vaccine development is needed. We also would like to eliminate the minimal risk they have of thrombosis, heart issues etc.

But we need to be careful. We tinkered with the Whooping Cough vaccine to reduce rare side effects. That worked, but it is now not as effective, meaning here in Aus, we have this no jab no pay rule. If no vaccination against Whooping Cough, then no government supplements, tax concessions, or even enrolling in a government school.

Thanks
Bill

Actually, you have just reminded me of a very important effect of vaccination with the mention of Whooping cough. The original vaccine was produced using killed cells of the whole pertussis bacterium. While this process introduced a very wide range of antigens some of which induced adverse reactions it was decided to produce a vaccine from selected 1–5 purified pertussis proteins, this was shown to be just as immunogenic while causing fewer problems. The preliminary clinical trials in the 1990s comparing the two suggested comparable efficacy and immunogenicity.

However, more recent data have shown that the disease is not adequately controlled and outbreaks have occurred, even in countries with extensive vaccine coverage. The higher antigenic load of the whole cell vaccine may explain the epidemiological evidence that supports the longer lasting protection induced by these vaccines, the purified protein vaccines may also lack some potentially protective antigens in the whole cell formulations.

There is now evidence that B. pertussis and B. parapertussis have adapted to the restricted niches of hosts, in highly vaccinated populations. It seems that circulating strains of B. pertussis are evolving to evade the vaccine-conferred immunity, in this it is the vaccine itself which acts as the selective force.

So far I haven't seen any comments that explicitly address the effects of the vaccination program, and there is a continuing debate as to the relevance of the new variants. It is for example suggested that the delta variant is more infectious / transmissible, and this reflects some new quality of the virus. In fact, the delta variant has become much more widespread as the vaccination program has been developing, and this virus has shown itself to be resistant to the effects of at least 1 monoclonal antibodies, an antibody that all the current vaccines stimulate. Evolutionary theory suggests that over time, a relatively small selective advantage can have a massive effect on the overall population.

As the delta variant finds it easier to become established in populations with relatively low levels
of immunity, that's all that is needed to provide the selective advantage over the current strain in rates of infection. However, this variant has no additional tools to counter the T cell response induced by all the current vaccines, so it still runs a course that is time limited and therefore milder.
This would suggest that the delta variant has no adaptations that make it more transmissible or deadly, what we are seeing is a fitness advantage because of changes in the host population, induced by vaccination. In non-immune populations, it would still predominate if this was the first variant the population was exposed to, it is likely to have all the abilities of the first variant, which wasn't of course the original variant identified in people.

When we talk about the evolution of changes in the way an organism interacts with its environment the first consideration should be issues of fitness, we tend to apply our own human biases to explanations of changes. We tend to think of the changes in the number of infections as synonymous with increased virulence, so we see the increase in the delta variant as more dangerous. In fact we can only get an estimate by comparing the spread of two variants in a non-immune population, so really we don't know. While it has become more common in immune or partially immune populations, in terms of the numbers of associated deaths, it seems to have made little if any difference. For a virus, causing serious disease or death actually limits its fitness and evolution if nothing else almost guarantees things will change. The most successful pathogens tend to be associated with a long period in which they can infect others, be asymptomatic or at least have mild symptom's so that the victim maintains social contacts, can avoid at least some of the bodies defences and if it does kill someone it takes a long time to do it. SARS had a very short incubation period, during which it couldn't spread, it caused profound illness, people automatically isolated themselves and rapidly lead to the deaths of many it infected. It no longer infects anyone, the virus is, in effect, extinct.
 
  • #45
StoneTemplePython said:
some red flags in this thread
1.) (including the title): talking about herd immunity purely in terms of vaccination and not natural immunity(/prior infections)
2.) talking about antibodies and not T and B memory cells

in short, with a few exceptions, much of this thread feels like political talking points
Indeed , So let's talk about 1. and 2. It's high time. You should start a new topic. Regarding 1. Do past infections with the 4 coronaviruses confer some immunity ? I for one cannot remember getting a flu vaccination or the last time I had a flu. And yes why not more discussion regarding 2. ?
 
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  • #46
StoneTemplePython said:
some red flags in this thread
1.) (including the title): talking about herd immunity purely in terms of vaccination and not natural immunity(/prior infections)
2.) talking about antibodies and not T and B memory cells

in short, with a few exceptions, much of this thread feels like political talking points
Regarding your point about herd immunity, the OP is in the context of Australia.
 
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