Mike Hoerger, PhD MSCR MBA Profile picture
Nov 13, 2022 • 13 tweets • 8 min read • Read on X
New article in @JAMANetworkOpen provides critical data on the long-term trajectory of COVID-19 symptoms.

Lots of bad news. šŸ˜•
Very bad news for ppl w/cancer or bad acute case of COVID. 😬
Also, a few rays of hope. šŸŒž
#LongCOVID #COVIDcancer

1/12
jamanetwork.com/journals/jaman… Title and graph, journal ar...
66% of adults had at least 1 symptom during the acute phase (first 2 months) of diagnosis of #COVID-19.

I’ve highlighted the symptoms experienced by at least 10%. Note that some of the less common symptoms are quite debilitating though (e.g., 9% w/lung pain).

2/12 Symptom table. Acute sympto...
If you had a #COVID symptom initially, what are the chances it persists beyond 2 months? See 2nd column, green highlights emphasize those enduring among >10%.

Many of the initial symptoms endure in about 20% of ppl. Russian-roulette like odds.

3/12 Table shows the percentage ...
If you know someone with a new #COVID infection/reinfection who is experiencing symptoms, dive deep into that particular row.

For example, while memory loss is rare (4.3%), it’s the most enduring symptom beyond 2 months (40% persisting).

4/12 Table mark up emphasizes on...
If you had an acute #COVID symptom, what were the chances it would resolve within 1 year?
See authors’ BLACK text.

I’ve also added a column with the chances a symptom persists (ORANGE text). Balanced framing. šŸ™‚

5/12 Table on long-term persiste...
Now, let’s manually combine the acute (<2 month), near-term (>2 month), and long-term (>1yr) #COVID data into one figure. Silly JAMA. 😊

Some symptoms present at 2 months largely fall off. Others persist in >25% (palp, art pain, att/conc, memory, sleep).

6/12 Manually combining data fro...
Overall, the number of #COVID-19 symptoms each person experiences diminishes over time.

Caveats: Initial infections were all pre-vax (call for hope), but also pre-omicron and before many reinfections (call for caution). Note, %s are among those who had an acute symptom.

7/12 Graph: Number of COVID symp...
Older adults, women, and ppl w/>5 acute symptoms were more likely to have persistent #COVID symptoms at 1 year.

A history of #cancer predicted prolonged symptoms. #COVIDcancer

Higher BMI = more persistent symptoms. Bad for the U.S.

8/12 Fully adjusted model examin...
An Appendix figure models the typical time to resolution of a #COVID symptom (crude estimate, varies by symptom & individual).

I added the blue line, which suggest about 5% would experience symptoms at 3 yrs. That's >16 million Americans. Very rough estimate. #recession

9/12 Crude analytic model attemp...
Model of time to COVID-19 symptom resolution by subgroup.

#COVID has persistent effects for those with a history of cancer or who had a bad acute case. Either we have a critical gender health disparity or men are trying to walk off heart palpitations. šŸ¤”

#COVIDcancer
10/12 Subgroup analyses show that...
An average of 10% of adults were experiencing long-term symptoms from #COVID-19.

The authors note that this is a critical public health problem b/c of the high incidence of infection. They are perhaps too optimistic. We have a high incidence of REinfections.

11/12 Authors' conclusions from t...
Limitations: The COVID-19 initial infections were all before the vaccine era, mostly before reinfections, and pre-omicron.

You cannot have long-term data AND up-to-date world events. Stay cautious until the long-term data are optimistic.

12/12
By the way, feel free to share any of this on other platforms (Mastodon, Discord, TikTok, Myspace, or even Facebook) and with family/friends. I tried to annotate the figures in a way that it would be relatable to a general audience. Where I failed, ask questions.

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More from @michael_hoerger

Apr 14
🧵1/5 | PMC Dashboard, Apr1il 14, 2025 (U.S.)

šŸ”¹2.2 million weekly infections
šŸ”¹1 in 149 actively infectious
šŸ”¹>100,000 LC cases resulting from the week's infections
šŸ”¹>800 deaths resulting from the week's infections
šŸ”¹"Lull" transmission steady/slightly decliningCurrent Levels for Apr 14, 2025	 % of the Population Infectious	 0.7% (1 in 149)	 New Daily Infections	 320000	 New Weekly Infections	 2240000	 Resulting Weekly Long COVID Cases	 112,000 to 448,000	 Resulting Weekly Excess Deaths	 800 to 1,300	 	 Monthly Forecast	 Average % of the Population Infectious	 0.7% (1 in 138)	 Average New Daily Infections	 345366.6667	 New Infections During the Next Month	 10361000	 Resulting Monthly Long COVID Cases	 518,000 to 2,072,000	 Resulting Monthly Excess Deaths	 3,700 to 6,200	 	 Running Totals	 Infections Nationwide in 2025	 60891000	 Average Number of ...
🧵2/5 | PMC Dashboard, Apr1il 14, 2025 (U.S.)

Year-over-year transmission (red line, lower left) is tracking the median (grey), year 4 (yellow), and year 5 (orange) closely.

If that trend continues, expect steady yet bumpy transmission the next couple months, until June/July.line graphs, described in tweet
🧵3/5 | PMC Dashboard, Apr1il 14, 2025 (U.S.)

The heat map shows only 4 states in the CDC 'high' level and none in the 'very' high level.

Check local data. Those timing activities to lulls may see a clear opportunity.heat map, described in tweet
Read 6 tweets
Apr 9
The NIH Clinical Center drops universal masking after 5 months of protecting patients, family, & staff.

Wastewater-derived estimates indicate 2.79 million Americans are getting Covid per week AND top actuaries suggest an American dies of Covid every 3 minutes.

🧵1/5 Masks are optional beginning April 11. Staff will mask on request.
These are the current wastewater-derived estimates of transmission.

2.79 million Covid infections/week in the U.S. in the current high "lull."
🧵2/5
This thread with video explains in exquisite detail how every 3 minutes in 2025 an American dies of Covid.

🧵3/5
Read 5 tweets
Apr 7
1) PMC COVlD Dashboard, April 7, 2025 (U.S.)

šŸ”¹1 in 120 actively infectious
šŸ”¹1 in 3 chance of exposure in a room of 50
šŸ”¹2.8 million weekly infections
šŸ”¹>140,000 resulting LC cases from the week's infections
šŸ”¹>1,000 deaths resulting from the week's infections Current Levels for Apr 7, 2025	 % of the Population Infectious	 0.8% (1 in 120)	 New Daily Infections	 399000	 New Weekly Infections	 2793000	 Resulting Weekly Long COVID Cases	 140,000 to 559,000	 Resulting Weekly Excess Deaths	 1,000 to 1,700	 	 Monthly Forecast	 Average % of the Population Infectious	 1.0% (1 in 105)	 Average New Daily Infections	 455766.6667	 New Infections During the Next Month	 13673000	 Resulting Monthly Long COVID Cases	 684,000 to 2,735,000	 Resulting Monthly Excess Deaths	 4,900 to 8,100	 	 Running Totals	 Infections Nationwide in 2025	 55591000	 Average Number of...
2) Watch this video to understand how we use excess death data from one of the world's largest reinsurers to estimate how this week's infections will result in >1,000 deaths.
3) Transmission is steady or declining across much of the nation, but remains high in 11 states and DC, per the CDC.

Other sources, such as WastewaterSCAN, show a near doubling of transmission in the Northeast the past few weeks, so remain cautious.
Read 4 tweets
Mar 31
🧵1 of 5
PMC Dashboard, March 31, 2025 (U.S.)

šŸ”¹800-1,400 deaths expected to result from this week's infections (new stat, see video next Tweet)
šŸ”¹100,000+ Long Covid conditions to result from this week's infections
šŸ”¹1 in 142 actively infectious todayCurrent Levels for Mar 31, 2025	 % of the Population Infectious	 0.7% (1 in 142)	 New Daily Infections	 337000	 New Weekly Infections	 2359000	 Resulting Weekly Long COVID Cases	 118,000 to 472,000	 Resulting Weekly Excess Deaths	 800 to 1,400	 	 Monthly Forecast	 Average % of the Population Infectious	 0.8% (1 in 120)	 Average New Daily Infections	 397233.3333	 New Infections During the Next Month	 11917000	 Resulting Monthly Long COVID Cases	 596,000 to 2,383,000	 Resulting Monthly Excess Deaths	 4,300 to 7,100	 	 Running Totals	 Infections Nationwide in 2025	 52303000	 Average Number of ...
🧵2 of 5
PMC Dashboard, March 31, 2025 (U.S.)

This video explains U.S. COVID excess death statistics, which we have incorporated into the dashboard.

🧵3 of 5
PMC Dashboard, March 31, 2025 (U.S.)

The transmission forecast suggests 300-500k daily infections the next month. If the data get retroactively corrected downward, we could dip to 200k.

Check local dashboards, and time events accordingly.Forecast graph, described in post
Read 5 tweets
Mar 31
PMC Update on #ExcessDeaths

šŸ”„109,000-175,000 people in the U.S. are expected to die as a result of COVID in 2025, based on estimates derived from Swiss Re
šŸ”„COVID deaths expected to be on par with lung cancer in the U.S. in 2025
šŸ”„Death data added to the dashboard
2) Full video links to learn more about COVID #ExcessDeaths in the U.S.

Dashboard page (presently featured): pmc19.com/data
Downloadable file: pmc19.com/data/deaths033…
Veed platform: veed.io/view/558039f4-…
3) The new #ExcessDeath statistics build on what we described in the 5-year pandemic anniversary video.

Watch from 12:14-20:00 to see how simplistic models underestimate COVID deaths. The Swiss Re model solves that problem. PMC extends that work.
Read 6 tweets
Mar 24
PMC Dashboard, Mar 24, 2025 (U.S.)
🧵1/5

šŸ”¹3 million new weekly infections in a persistent "lull" of substantial transmission
šŸ”¹1 in 107 (0.9%) of the population actively infectious
šŸ”¹1 in 3 regions in high/very high transmission (16 states and DC)Heat map of transmission, described in Tweet
PMC Dashboard, Mar 24, 2025 (U.S.)
🧵2/5

We have had a steady state of about a half million infections the past several weeks. That's over 50 million estimated infections so far in 2025.

In a room of 40-50 people, there's a 1-in-3 chance of exposure if no testing/isolation.Current Levels for Mar 24, 2025	 % of the Population Infectious	 0.9% (1 in 107)	 New Daily Infections	 446000	 New Weekly Infections	 3122000	 Resulting Weekly Long COVID Cases	 156,000 to 624,000	 	 Monthly Forecast	 Average % of the Population Infectious	 1.0% (1 in 96)	 Average New Daily Infections	 496566.6667	 New Infections During the Next Month	 14897000	 Resulting Monthly Long COVID Cases	 745,000 to 2,979,000	 	 Running Totals	 Infections Nationwide in 2025	 50757000	 Average Number of Infections	 Per Person All-Time, U.S.	 3.708526284	 	 How Does Risk Increase with More Social Co...
PMC Dashboard, Mar 24, 2025 (U.S.)
🧵3/5

There's a good chance of steady transmission the next month. Often, we'd head into a low lull about now. BUT there are no universal precautions, immunity is waning from the fall & winter 2023-24, & viral evolution looks less 'lucky.'Middle forecast shows 400-600k daily infections.
Read 5 tweets

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