David Dowdy Profile picture
Oct 13, 2021 10 tweets 5 min read Read on X
I am optimistic that we will not see another big wave of COVID hospitalization & death in the USA.

Why?

Don't call it "herd immunity." But the vast majority of adults in the US have either been vaccinated or infected by now.

Thread on the US pandemic present & future...
First: What fraction of US adults have been vax'd or infected?

Estimated 1/3 infected by Dec 2020: go.nature.com/3vawFHb

20% of blood donors infected (+ 63% vax'd) by May 2021: bit.ly/3mPkr37.

So pre-delta, likely at least 1/3 of unvax'd adults had been infected.
But 10m confirmed US cases (25% of total) have occurred since May - and most were in unvax'd adults.

Need to adjust for multiple infections, low testing in early 2020, etc.

But almost certain that >5% of US adults (=13m people) were infected in delta surge. Mostly unvax'd.
So, among US adults, estimate:
66% fully vax'd
>10% more (1/3 of remainder) infected by Dec 2020
5% more infected by May 2021
>5% more infected during delta
5% more (1/3 of remainder) w 1 dose

Again, caveat of multiple infections, but likely ~90% of adults have some immunity.
Waning immunity could lead to more cases.

But for serious illness, vax effectiveness remains very high, even rising - see below from CDC (bit.ly/3oVG30s).

Similar effect likely from natural immunity - not 100% protective vs infection, but very good vs severe illness.
New variants can always emerge.

But despite 4 months of intense transmission, no new variants have been able to compete with delta - in the US or worldwide.

Virtually every COVID case is still delta.

And as transmission declines globally, fewer mutation events are happening.
A new wave can start anywhere in the world.

(And the failure to share vaccines globally is a curse on our house as humanity.)

But other than in Eastern Europe, COVID deaths are largely falling worldwide. Even in places where our global vax response has been shameful.
Also encouraging: case rates are falling fastest in states (AL, FL, TN, MS) that had the worst delta surge.

While not rising much in states where vax levels are high.

This is what we would expect if immunity were playing an important role & vax effectiveness were holding.
Caveats:
1. Nobody can predict the pandemic future.
2. Kids are still at risk (though don't get as ill: bit.ly/3iYsMAs).
3. Trends reflect current behavior. If we relax too quickly, cases & deaths can rise again.
4. Outbreaks will occur among unvax'd. Keep vaccinating!
In summary:

- More US adults were likely infected w delta than are still non-immune.
- Likely <10% of adults have no immunity.
- Immunity against serious illness is holding.
- No variants have replaced delta.

Meaning: any future waves will likely not be as bad as the last one.

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More from @davidwdowdy

Jul 8, 2022
Over half of all COVID infections in the US are now BA.5.

3 reasons why this isn't as alarming as it might seem:
- Rise in BA.5 has been gradual.
- Our immune systems are better prepared.
- Places hit first by the current wave have stabilized.

Some reasons for COVID optimism:
Gradual rise:

Whereas Omicron fully established itself in 1 month, BA.5 has taken 2 months to get to 50%.

And the size of the wave has been much smaller.

Meaning that any advantage BA.5 has over other subvariants is very small, compared to the advantage Omicron had over Delta.
Viruses evolve. But our immune systems also adapt.

One can always focus on the virus for bad news. But the overall trend is good news.

Apr-June 2022 was the least deadly 3-month period since the pandemic started. Even as transmission (e.g., test positivity, orange) has risen.
Read 8 tweets
Feb 25, 2022
New COVID guidance from CDC is out:


Now setting three "community levels". Previously based on cases + test positivity, now cases + new COVID admissions + % of hosp beds occupied by COVID.

A quick hot-take🧵on pros and cons of this approach.
Pro: It uses science.

This was based on measures that most accurately predicted deaths & ICU use in 3 weeks. Far better than arbitrary goals.
Pro: Test positivity was dropped.

% of tests positive is no longer a meaningful indicator, as testing varies so widely from one location to the next, and many tests are at-home tests that are difficult to track.
Read 10 tweets
Feb 11, 2022
What will COVID look like in 2022?

Nobody knows for sure, but here's my take on the 3 most likely scenarios.

Each with reasons why that scenario might (and might not) happen.

Take home: Depends on how long & strong immunity is, w/ most people now vax'd/infected multiple times.
Scenario A: 2022 is great.

COVID levels stay very low, at least until winter. Then we boost w/ COVID + flu vax.

Why so?
- Most people now have multiple doses of immunity (vax or infection).
- Many cases could be asymptomatic.
- Europe saw this in 2020 w much less immunity.
Why not Scenario A?
- Most countries haven't gone this long w/o a wave (or very stringent restrictions).
- Immunity vs infection doesn't seem to last that long: four vax doses haven't prevented a wave in Israel.
- Betting against the virus has not been smart so far.
Read 8 tweets
Feb 3, 2022
Some students have asked me: "If I want to engage w the press in my future job, what should I learn to do?"

Here's my top 10 list of responses to this question.

Bottom line: it's not about how smart you are.

Would welcome comments on this list from my journalist colleagues!
1. Treat journalists as allies, not adversaries.

Some scientists think journalists are looking for missteps that can be misquoted.

In my experience, this is not true. Journalists want to get the story right as much as we do.

Practice interviewing as friendly conversation.
2. Do your homework.

Don't go into an interview without asking what the story is about.

Spend a few minutes making sure your numbers are right. (I often keep tabs/notes open for reference.)

Think about the 2-3 key points you want to make, so you can make them repeatedly.
Read 11 tweets
Jan 24, 2022
Now that we've been living with Omicron for 2 months, we can use this wave to learn some lessons about
COVID in general.

First: This virus likely depends on a core group of people/settings for its spread.

We can surmise this by looking at the decline of Delta.
If 1 in 3 Omicron cases is reported, the # of cases in the US now is similar to # vax'd per day in April.

Yet Delta is falling much faster today (in winter) than cases were in April.

Why? Likely Omicron (unlike vax) is infecting the people who otherwise would transmit Delta.
And Omicron-induced immunity nearly wiped out Delta - at a time when <5% of the population had been infected w Omicron.

Meaning that a small fraction of people (those most likely to get infected & transmit) and settings
(large outbreak-prone gatherings) are sustaining spread.
Read 8 tweets
Jan 18, 2022
Though guilty myself, I wish we would stop naming waves according to variant ("delta wave", "omicron wave", etc).

This makes it seem like each wave is randomly triggered by a new variant - and there's nothing we can do about it.

But in reality, we are making a lot of progress.
Each wave can be explained by a combination of behavior change, winter effect, and immunity. Without invoking variants.

And though waning immunity has played a role so far, our overall immunity is building w time. (Why the average case now is milder than early in the pandemic.)
As shown below, we were able to live more freely in 2021. Largely because of vax/immunity.

This most recent wave isn't over - and we need to act w caution until it is.

But we are not at the mercy of each new variant. Though we're all tired, things should get better soon.
Read 4 tweets

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