Severe Outcomes Among U.S. Patients with Covid-19, Feb 12–Mar 16, 2020
cdc.gov
cdc.gov
The problem with all of these numbers is that they assume sufficient medical care and access to an ICU.
This report here breaks down how many people need an ICU by age: https://www.statnews.com/2020/03/18/coronavirus-new-age-anal...
> In contrast, among people 20 to 44, 14% to 21% of 705 cases were admitted to hospitals and 2% to 4% to ICUs; 0.1% to 0.2% died.
If we assume that ICUs are overloaded, how many of the that 2-4% would die?
Not that this doesn't count the people who won't catch the virus because of herd immunity. There may also be some people who are immune, or who defeat the virus quickly enough to not show positive on an RNA test.
It says:
>In contrast, among people 20 to 44, 14% to 21% of 705 cases were admitted to hospitals and 2% to 4% to ICUs; 0.1% to 0.2% died.
But the CDC report indicates that 12% total (of all cases) are known to have been hospitalized, and of that number, 20% were age 20-44. So that would mean that (0.12*.2=) 2.4% of people total were 20-44 and in the hospital. Now 29% of all cases were in that age group, so that would mean for the 20-44 age group there was a (2.4/29=)8.3% chance of hospitalization.
Maybe I misunderstood something there, but I think I'm right.
A huge remaining unknown is how many people were infected but not tested, which would tend to reduce that 8.3% but perhaps not to a negligible level.
Out of 4226 cases
2449 have known ages
705 were 20 to 44
~488 of that age have a known age and hospitalization status
~101 of that age were hospitalized
~14 of that age went to ICU
(14.3% of the known # of cases for that age and 20.8% of the known # of cases for that age with a known hospitalization status were hospitalized)
Check this against Figure 2 in the CDC study and you will see where the StatNews article is pulling its data from.
This is very sobering information. Please stay safe!
It's not known how many of the 4226 were aged 22-44, but if it's roughly the same as the 29% of known ages, that would be 1226.
102/1226 is 8.3%.
I hate to say it, but it seems the table at the bottom is overestimating the proportion of hospitalizations by ignoring 1777 patients who have an age even if it's unknown, instead of making an estimate for them.
It's a very fair point that any of these assumptions could be inflating the rates. There are a whole bunch of other factors around asymptomatic, what the eventual outcome will be in the cases that are early-stage and who gets the limited number of tests in the USA that makes it currently impossible to know the true infection fatality rate or infection hospitalization rate.
I also just noticed the age brackets for the 508 known hospitalizations only add up to about 91%, so apparently 9% of those are also unknown age.
It's too bad they didn't publish this in a live form so we could see how it changes as more data comes in. Maybe they will do a follow-up using the same methods at some point.
UPDATE:
Full peer reviewed study has been released by Didier Raoult MD, PhD drive.google.com/file/d/186Bel9….
After 6 days 100% of patients treated with HCQ + Azithromycin were virologically cured
p-value <.0001
covidtrial.io
https://twitter.com/riganoesq/status/1240273631604809728?s=2...
"A renowned research professor in France has reported successful results from a new treatment for Covid-19, with early tests suggesting it can stop the virus from being contagious in just six days.
Professor Raoult is an infectious diseases specialist and head of the IHU Méditerranée Infection, who has been tasked by - and consulted by - the French government to research possible treatments of Covid-19."
https://www.connexionfrance.com/French-news/French-researche...
I don't know how difficult scaling up production is, but the above numbers make me hopeful.
There are widespread report of lung damage for severe Covids patients who recover.
[0]: https://drive.google.com/file/d/186Bel9RqfsmEx55FDum4xY_IlWS...
Sample size is only 36. 20 treated patients. 16 control.
That's the kicker. We are still waiting to see. One guy did it. Now others need to try it and see if it helps.
How would that help vs a virus? Or does it just help the body from having other unrelated things to also fight?
Distribution of preprint by google drive remains highly suspect, as does the fact that the nominally illustrious first author communicates by a gmail address despite google scholar listing him as having a normal educational email address https://scholar.google.com/citations?hl=en&user=n8EF_6kAAAAJ...
That said, i know plenty of intensely brilliant weirdo researchers -- but i'd take this with big grains of salt. and i have no idea why a z-pak is a booster for an antiviral therapy.
1. the evidence-free claim of “full peer review”, 2. the fact that patients who refused or met “exclusion criteria” for the drug served as a portion of the control group, and were the only members of the control group from the same region as the experimental group, 3. the removal of people from the experiment group because they went to the ICU or died (only three of first and one of second, but a rather bizarre thing to happen before claiming 100% cure), 4. the lack of coverage from any major news source, despite this being reported about a day ago.
- The twitter guy makes the peer review claim, and i think it's wrong. he is not an author of the paper or affiliated with them, he's just shilling it to elon musk for reasons.
- regionality isn't something i'd considered. I can understand the exclusion group being the control in exeptional cases, like a global pandemic.
- of more concern to me are the either confusing or cargo-culted figures at the end. what in the world is a t- and p value column doing next to age data? why are there nominal p-values per day of administration?
- there might not be coverage, but merck is shipping a boatload of the stuff anyway: https://www.fiercepharma.com/pharma/bayer-preps-u-s-donation...
https://www.forbes.com/sites/marybethpfeiffer/2020/03/18/sci...
An old malaria and autoimmune drug is showing promise as a potential treatment for COVID-19 – although health officials are urging caution until clinical trials are done.
The drug, hydroxychloroquine, sold under the brand name Plaquenil, was reported March 9 in Clinical Infectious Diseases journal to be effective at killing the virus in laboratory experiments. In a letter in Cell Discovery Wednesday, the study’s authors, mainly from the Chinese Academy of Sciences in Wuhan, wrote, “(W)e predict that the drug has a good potential to combat the disease.”
https://www.nbcnews.com/health/health-news/here-are-some-exi...
For coronaviruses chloroquine works by increasing endosomal pH and interfere with terminal glycosylation of the cellular receptor.[42][43] In late January 2020 during the 2019–20 coronavirus outbreak, Chinese medical researchers stated that exploratory research into chloroquine and two other medications, remdesivir and lopinavir/ritonavir, seemed to have "fairly good inhibitory effects" on the 2019 novel coronavirus. Requests to start clinical testing were submitted.[44][45][46] Chloroquine phosphate had been also proposed as a treatment for SARS-CoV with in vitro tests successfully inhibiting the virus.[47]
On 19 February 2020, preliminary results found that chloroquine may be effective and safe in treating COVID-19 associated pneumonia.[48][49] There is evidence to indicate the efficacy of chloroquine phosphate against SARS-CoV-2 in vitro, on Vero cells.[50] The Guangdong Provincial Department of Science and Technology and the Guangdong Provincial Health and Health Commission issued a report stating that chloroquine phosphate "improves the success rate of treatment and shortens the length of patient’s hospital stay" and recommended it for patients diagnosed with mild, moderate and severe cases of novel coronavirus pneumonia.[51]
Chloroquine have been recommended by Chinese, South Korean and Italian health authorities for the treatment of COVID-19 [52][53][54], however they have noted the important contraindications for people with certain heart conditions, diabetes, etc.[55][56] In February 2020, both drugs were shown to effectively inhibit COVID-19 in vitro [57], however a further study concluded that hydroxychloroquine was more potent than chloroquine, with a more tolerable safety profile. [58] Preliminary results from a multicentric trial, announced in a press conference suggested that chloroquine is effective and safe in treating COVID-19 associated pneumonia, "improving lung imaging findings, promoting a virus-negative conversion, and shortening the disease course".[59]
On 16 March 2020, advisor to the French Government on COVID-19, Professor Didier Raoult, announced that a trial involving 24 patients from the south east of France supported the claim that chloroquine was an effective treatment for COVID-19.[60] 600mg of hydroxychloroquine was administered to these patients every day for 10 days. The drug appeared to be responsible for a "rapid and effective speeding up of their healing process, and a sharp decrease in the amount of time they remained contagious".[61] The study also suggested that taking chloroquine in combination with the antibiotic azithromycin - which is known to be effective against complications from bacterial lung disease - led to even better outcomes. Professor Raoult said the results showed there was "a spectacular reduction in the number of positive cases" with the combination therapy.[62] At 6 days, among patients given combination therapy, the percentage of cases still carrying SRAS-CoV-2 was no more than 5%.[63]
The study itself is interesting, I’m sure, to people in the field (though reading about the study is a bit odd. Of their test group they simply remove six from consideration for reasons like “they died”), but is irrelevant to a layman.
We are undoubtedly going to have hundreds of “this is the cure” claims that aren’t the cure. The way this is presented has significant indicators of not being credible.
Google Drive, some guy claiming that something that isn't peer reviewed at all is "full peer reviewed", pimped on Twitter. Is HN this gullible? How is this nonsense at the top?
Scientific -> what a layperson would say
Mild -> sick
Moderate -> hospitalized
Severe -> deathly ill
Also, the probability of receiving a prescription drug is almost linear with respect to age.
So, could the highest death of >60 y.o. with comobidities be explained similarly by them taking drugs that have a negative impact on the disease?
Some threads on the internet say to stop taking ACE inhibitors because they boost ACE2, the gate that the virus uses to get into our cells. However, other threads on the internet says that while ACE inhibitors boost ACE2, they also cause them to be blocked (bound) by ATR-1, so you're good. Unless you stop, in which case now you have twice as many ACE2 and they're all unblocked.
So I'm listening to what the doctors say and not the internet.
Regardless of the number of nursing homes, the point stands that the figures are skewed by a few clear outliers.
https://www.cnbc.com/2020/03/18/bill-ackman-pleads-to-trump-...
It is. The quarantines/border-restrictions are not permanent measures, and acting swiftly is the correct way to nip it in the bud.
> Shutting down the country destroys everything.
Empty hyperbole. Death tolls in the tens of millions is a far worse outcome, as is stressing our current healthcare systems well beyond their capacities.
Two months? It’s difficult to think what will happen.
Economies don’t have a pause button. Companies, banks, and families quickly become insolvent.
But at any rate, lives > economy. Only one of those is a renewable resource.
Not sure I follow. Are you saying the economy is not a renewable resource? Cause I'm creating a new life as we speak.
Nearly 10 million people die every year from hunger [0]. How much progress are we going to lose on that by putting the economy into a recession?
Global warming is an incoming emergency that threatens global stability. What are the odds that it leads to widespread war, widespread famine, or both? How much are we increasing those odds by starting a recession instead of continuing our R&D work at full speed hoping to find a (actually implementable) solution?
How many lives will be lost due to less funding for medical care and research? Both in the US where poor people can't afford it, and the rest of the world where less wealth means less taxes means less funding for the health care system? What if the next virus that comes along is more akin to the one that wiped out the American Chestnut trees (100% death toll) instead of just doubling your chance of dying when you get it?
[0] https://www.theworldcounts.com/challenges/people-and-poverty...
It's wayyyyyy to late for that.
I'm not sure I want to be in their camp.
Even with all the generational resentment in the world, destroying the economy may be better than destroying lives.
But “Silent Generation Remover” is equally distasteful and doesn’t rhyme.
It will be actually "destroyed" if the virus is not stopped.
For God's sake people stop thinking about your S&P500 index funds for a second. Also, if you still want to be selfish, your index funds will go down to ~zero if the virus is not stopped.
It’s not clear to me that letting the virus run it’s coarse would hurt the economy.
Some (but certainly not most) very old people would die, but they are not in their productive years. Their assets would pass to younger people who would be more inclined to put them to use in the economy.
The difference in death toll would be minimal, but the difference in the economic recovery will be substantial.
As raw numbers but not percentages. 13% each of the past 3 days is better than the 15-25% (mostly nearer 25%) of the past few weeks.
I dont think Italy is over the hump yet
That is a huuuge emotional toll.
Don’t be dismissive of these concerns, they are very real.
We can and should essentially shut down the country
I don't think we can make such a blanket assertion. The US markets have lost 10T in value over the past month. If the virus infects 70% of the US population with a 2% mortality rate, 4.2M ppl will die. It's obviously not so simple, but we're sacrificing $2.4M in market cap per life saved. At some point, the tradeoff makes no sense in light of the fact that we could invest in life saving technologies/solutions that save more lives down the road.
Even doubling that does not "destroy everything"
So if it was as simple as you say, then sure. Let's shut it all down. But shutting it all down is not going to save us from Covid19.
Plus when hospitals get overloaded, patients needing critical care for problems other than covid-19 will die as well.
https://www.imperial.ac.uk/news/196234/covid19-imperial-rese...
But in the last few weeks I keep wondering if our reaction to covid-19 is consistent with our reactions to other causes of mortality. For example:
- 1.25 million people die in road crashes every year, yet we have collectively decided that abandoning cars is too large a sacrifice to make.
- global warming has the potential to cause huge devastations and millions of death, yet we fail to make the adequate sacrifices to limit our emissions.
So, is there something different about covid-19 that warrants these differences? Is the fatality rate higher, for example?
Or could it be a difference of game theory? For example for global warming, everybody has to participate in order to see gains.
Or maybe humans have a natural fear of germs and react stronger to contagious diseases than to other risks? I remember reading that argument in Factfulness.
In 2016 in the US 37k people died in car crashes.
At 2% fatality rate and 70% infection rate the virus will kill 4.6M Americans.
That's over a 100x difference.
Now show me a cause of death that involves 108 million people that's not taken seriously.
This is a serious pandemic.
Car driving fatality is fairly bounded. 124 ppm/year in USA.
Coronavirus 19 has the possibility to mutate and keep waving over the world, killing an unbounded number of people, which is downright terrifying. The best-case estimate of fatality is 5000 ppm and >50% of Americans getting it, that's 20x more deadly than cars.
We can have some faith that this virus is a one time event because
- A vaccine will probably be invented before long.
- Effective treatment will probably be discovered.
- If there is no vaccine and no treatment for some reason. You probably can't catch it twice, maybe everyone gets it once, but after that only kids get it, and kids don't die from it anyways.
people are willing to take drastic measures over a short period of time to prevent a large number of deaths. this doesn't imply they are or should be willing to take the same drastic measures indefinitely.
Our under-reaction to other serious threats is probably both psychological and evolutionary. Psychologically, COVID-19 is salient because it’s a novel threat and our brain is hardwired to notice and react to changes. Evolutionarily, humans have encountered and survived infectious disease, but car crashes and global warming are historically new.
Applied to the whole world, the risk is killing easily 10x as much as cars.
If cars suddenly became 10x more dangerous, I'm sure it'd cause mass panic. Especially if cars became 20 to 30x more dangerous specifically to our parents or grandparents.
If we can treat this as hitting the pause button on the economy, and find a way to fund it during this period, then we can press the play button and carry on where we left off. Of course that would require Russia, OPEC and the US to stop pumping oil. And a billion other details. But there's a lot of us, and we don't have much else to do.
This could be an economic disaster, but it doesn't need to be.
Sure, another alternative is we kill all the old people and all the doctors and nurses. Apparently some people aren't worried about the old people, but surely their self interest benefits from not killing all the doctors and nurses?
'Some investors have been confused by remarks. To clarify, I am confident the president will do the right thing in temporarily shutting down the country and closing the borders. If that happens, we can win the war against the virus and the markets and the economy will soar.'
' That is why we are buying stocks. These are bargains of a lifetime if we manage this crisis correctly.'
Kind of an "undefined behaviour" sort of thing - one branch of the conditional "cannot" happen, so you can assume it doesn't.
The other approach is what we have now in the US, which is rolling quarantines as we put out virus outbreaks like brushfires. It disrupts everyone's life and makes it harder to get supplies to those most at need as everyone is constantly preparing themselves for a personal lockin.