Mike Hoerger, PhD MSCR MBA Profile picture
Dec 18, 2023 11 tweets 5 min read Read on X
1/
PMC COVID-19 Tracker, Dec 18, 2023

We are headed into potentially the 2nd largest COVID surge all-time in the U.S.

If #wastewater levels follow historic trends, we will reach 2 million infections/day at peak surge with 4.2% of the population actively infectious on Jan 10.U.S. Winter 2023-24 COVID Surge				 	Best Estimate		Range	  Rank among COVID waves	2nd		2nd	4th  Date of peak	Jan 10		Jan 3	Jan 17  Daily infections at peak	2.0 million/day		1.7 million/day	2.2 million/day  Percentage of population infectious at peak	4.2% (1 in 24)		3.7% (1 in 27)	4.6% (1 in 22)
2/
The winter peak should arrive between Jan 3 and Jan 17. The model estimates a peak of 1.7 to 2.2 million infections per day.

If unlucky, 1 in 20 people will be infectious, and it will be the 2nd largest wave. If lucky, more like 1 in 30, and the 4th largest wave.

Consider optimistic and pessimistic scenarios not captured by these models.

Optimism:
A rosy scenario would be that the peak occurs a week earlier at a slightly lower level (1.6-1.7 infections/day like last winter or the preceding summer). The level of acceleration in transmission argues against that, in favor of a higher peak, but Biobot is reporting some unusual regional variation (much lower transmission in the U.S. South and West). Moreover, historical patterns of how transmission should or should not accelerate cannot account for existing variation on population-level immunity due to variation in prior exposure history, recency of vaccination, and how well the current vaccine matches disseminating subvariants relative to prior vaccines. Finally, Biobot wastewater sites could be overreporting, and levels could get corrected downward. Each of these factors is highly plausible, but the “rosy” scenario remains quite bleak and suggests the pandemic remains far from “over.”

Pessimism:
Also, consider more pessimistic scenarios. Current vaccination rates remain extremely low, and several other countries are reporting atypically high acceleration via wastewater data. Placing plausible hypothetical values in the model, it is difficult to imagine a scenario where the U.S. reaches 2.5 million infections/day. Sometimes, people draw graphs showing a continued acceleration like BA.1, but such models seem to reflect imagination rather than data. The data do not suggest an evidence for a BA.1-level surge.U.S. Winter 2023-24 COVID Surge				 	Best Estimate		Range	  Rank among COVID waves	2nd		2nd	4th  Date of peak	Jan 10		Jan 3	Jan 17  Daily infections at peak	2.0 million/day		1.7 million/day	2.2 million/day  Percentage of population infectious at peak	4.2% (1 in 24)		3.7% (1 in 27)	4.6% (1 in 22)
3/
COVID transmission is already very bad in the U.S. and getting worse.

Today:
🔹1.4 million daily infections
🔹1 in 35 infectious (2.9%)

In 4 weeks (Jan 15):
🔹1.9 million daily infections
🔹1 in 24 infectious (4.2%) CURRENT ESTIMATES FOR December 18, 2023 Wastewater Levels (copies/mL) 950 New Daily Cases 1,382,000 % of Population Infectious 2.89% (1 in 35 people) New Daily Long COVID Cases  69,000 to 276,000   4-WEEK FORECAST FOR January 15, 2024 Wastewater Levels (copies/mL) 1,363 (44% higher) New Daily Cases 1,984,000 % of Population Infectious 4.15% (1 in 24 people) New Daily Long COVID Cases  99,000 to 397,000
4/
Zooming out to the entire pandemic, we're in the 8th wave. It's likely to be the 2nd-4th biggest all-time and about 1/4 to 1/3 the peak of the horrendous BA.1 surge.

#Wastewater shows that transmission today is worse than during 90% of the entire pandemic. There is more COVID-19 transmission today        than during 90.6% of the pandemic.  CURRENT ESTIMATES FOR December 18, 2023 Wastewater Levels (copies/mL) 950 New Daily Cases 1,382,000 % of Population Infectious 2.89% (1 in 35 people) New Daily Long COVID Cases 69,000 to 276,000  WEEKLY ESTIMATES FOR December 18, 2023 New Weekly Cases 9,700,000 New Weekly Long COVID Cases 484,000 to 1,935,000  2023 CUMULATIVE ESTIMATES AS OF December 18, 2023 Total 2023 Cases To Date 230,778,870 Total 2023 Long COVID Cases To Date 11,539,000 to 46,156,000
5/
We are at nearly 10 million U.S. COVID infections per week. Conservatively, such infections alone would result in nearly a half-million #LongCOVID cases.

Experts agree. You do not want Long COVID.


WEEKLY ESTIMATES FOR December 18, 2023 New Weekly Cases 9,700,000 New Weekly Long COVID Cases 484,000 to 1,935,000
6/
These are the chances of interacting with someone infectious on Dec 18, based on the total number of social contacts.

Interact with 10 people = 25% chance someone is infectious. This helps explain why so many kids are getting sick at school lately. Number of People  |  Chances Anyone is Infectious	 1	2.9% 2	5.7% 3	8.4% 4	11.1% 5	13.6% 6	16.1% 7	18.6% 8	20.9% 9	23.2% 10	25.4% 15	35.6% 20	44.4% 25	52.0% 30	58.5% 35	64.2% 40	69.1% 50	76.9% 75	88.9% 100	94.7% 150	98.8% 200	99.7% 300	>99.9% 400	>99.9% 500	>99.9%
7/
A small Christmas gathering of 7-10 people means a 25% chance someone has infectious COVID

20 people = 50% chance

Flight or restaurant with 100 people = 97% chance someone has infectious COVID Number of People  |  Chances Anyone is Infectious	 1	3.4% 2	6.7% 3	9.9% 4	13.0% 5	16.0% 6	18.9% 7	21.7% 8	24.4% 9	27.0% 10	29.5% 15	40.8% 20	50.3% 25	58.2% 30	64.9% 35	70.5% 40	75.3% 50	82.6% 75	92.7% 100	97.0% 150	99.5% 200	99.9% 300	>99.9% 400	>99.9% 500	>99.9%
8/
At a small New Year's Eve party or lunch the next day with 10 people, there's a 1 in 3 chance someone has infectious COVID.

In early January, we will approach peak transmission. Number of People  |  Chances Anyone is Infectious	 1	3.9% 2	7.7% 3	11.3% 4	14.7% 5	18.1% 6	21.2% 7	24.3% 8	27.3% 9	30.1% 10	32.8% 15	45.0% 20	54.9% 25	63.0% 30	69.7% 35	75.2% 40	79.7% 50	86.3% 75	95.0% 100	98.1% 150	99.7% 200	>99.9% 300	>99.9% 400	>99.9% 500	>99.9%
9/
Here's the full PMC Dashboard for Dec 18 to Jan 15.

You can read the full report here:

Thank you for your continued questions, suggestions, gratitude, and sharing across other platforms. pmc19.com/data/
       than during 90.6% of the pandemic.	 	 CURRENT ESTIMATES FOR	 December 18, 2023	 Wastewater Levels (copies/mL)	 950	 New Daily Cases	 1,382,000	 % of Population Infectious	 2.89% (1 in 35 people)	 New Daily Long COVID Cases	 69,000 to 276,000	 	 WEEKLY ESTIMATES FOR	 December 18, 2023	 New Weekly Cases	 9,700,000	 New Weekly Long COVID Cases	 484,000 to 1,935,000	 	 2023 CUMULATIVE ESTIMATES AS OF	 December 18, 2023	 Total 2023 Cases To Date	 230,778,870	 Total 2023 Long COVID Cases To Date	 11,539,000 to 46,156,000	 	 4-WEEK FORECAST FOR	 January 15, 2024	 Wastewater Levels (copies/m...
10/
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More from @michael_hoerger

May 3
30 million excess deaths attributable to COVID is a tremendous underestimate because most analyses insufficiently account for mortality displacement.

In the U.S., it's about 50% worse than people realize.
Mortality displacement or "harvesting" is the idea that so many people died of COVID in the early pandemic that we should actually expect to see *fewer* deaths today if COVID were "over."
In fact, we see similar or slightly higher mortality relative to pre-pandemic levels. Despite the millions of people that have died, the mortality faucet keeps running strong. It should have slowed.
Read 9 tweets
Apr 22
🧵1 of 8 | PMC Dashboard, April 21, 2025 (U.S.)

🌤️Only 1 in 5 days of the pandemic have seen transmission as low as today
🌤️1 in 196 actively infectious
⚡️BUT still 1.7 million weekly infections, resulting in >85,000 LC cases and up to 1,000 deaths

I'll walk you through it... Current Levels for Apr 21, 2025	 % of the Population Infectious	 0.5% (1 in 196)	 New Daily Infections	 244000	 New Weekly Infections	 1708000	 Resulting Weekly Long COVID Cases	 85,000 to 342,000	 Resulting Weekly Excess Deaths	 600 to 1,000	 	 Monthly Forecast	 Average % of the Population Infectious	 0.7% (1 in 147)	 Average New Daily Infections	 324800	 New Infections During the Next Month	 9744000	 Resulting Monthly Long COVID Cases	 487,000 to 1,949,000	 Resulting Monthly Excess Deaths	 3,500 to 5,800	 	 Running Totals	 Infections Nationwide in 2025	 62331000	 Average Number of Infecti...
🧵2 of 8 | PMC Dashboard, April 21, 2025 (U.S.)

We're in the 6th year. See the small red line, bottom left. Notice how closely it tracks the median (gray), year 4 (yellow), & year 5 (orange).

Acknowledging caveats, those are plausible gist-level scenarios for months ahead. year over year graph, summarized in post
🧵3 of 8 | PMC Dashboard, April 21, 2025 (U.S.)

Expect steady transmission bouncing up and down around the current national lull-level estimate the next several weeks. 200-350k daily infections nationally.

This is about as low as lulls bottom out anymore. Past 12 months and forecast, summarized in post
Read 8 tweets
Apr 14
🧵1/5 | PMC Dashboard, Apr1il 14, 2025 (U.S.)

🔹2.2 million weekly infections
🔹1 in 149 actively infectious
🔹>100,000 LC cases resulting from the week's infections
🔹>800 deaths resulting from the week's infections
🔹"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.)

🔹1 in 120 actively infectious
🔹1 in 3 chance of exposure in a room of 50
🔹2.8 million weekly infections
🔹>140,000 resulting LC cases from the week's infections
🔹>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.)

🔹800-1,400 deaths expected to result from this week's infections (new stat, see video next Tweet)
🔹100,000+ Long Covid conditions to result from this week's infections
🔹1 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

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