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

Jan 8
You might not have heard, but the northeastern U.S. is in a COVlD surge.

We use wastewater levels to derive estimates of the proportion of people actively infectious in each state (prevalence), e.g., 1 in 24 people in Connecticut.

Let me walk you through it...

🧵1/8 Colors show CDC levels PMC prevalence estimates noted: -Maine 1 in 38 actively infectious with COVlD -New Hampshire 1 in 35 (limited data) -Vermont 1 in 75 -New York 1 in 44 (limited data) -Pennsylvania 1 in 44 -Massachusetts 1 in 36 -Connecticut 1 in 24 -Rhode Island 1 in 41 -New Jersey 1 in 82
Notice that #Connecticut has excellent SARS-CoV-2 wastewater surveillance. It's "Very High" across much of the state, per CDC.

Based on wastewater levels, we estimate 1 in 24 residents are actively infectious w/COVlD. That's a 66% exposure risk in a room of 25 people.

🧵2/8 Colors show CDC levels PMC estimate of prevalence
The CDC reports "Very High" levels in #Massachusetts.

The surveillance is less robust, but we estimate 1 in 26 residents are actively infectious, similar to our estimate in CT where coverage is better.

In a room of 25 people, that's a 62% chance of an exposure.

🧵3/8 Colors show CDC levels PMC prevalence estimates provided
Read 6 tweets
Jan 5
We told you that 109,000-175,000 Americans would died of COVID (excess deaths) in 2025.

Today, the CDC estimates 101,000 deaths/year (flat from Oct 2022 to Sep 2024), and likely higher when considering more nebulous non-acute excess deaths (heart attack 6 months later).
1/5
The CDC estimates are actually higher than I would have guessed, given their methodology, which models estimates based on easily countable factors in healthcare and expert input on multiplier values. It lends credence to the PMC upper bound of excess deaths of 175,000/yr.
2/5
What's troubling is the CDC has annual mortality flat. My expectation based on mortality displacement and Swiss Re data is that it should be declining. If is stays flat, we're running on something like breast+prostate cancer or lung cancer deaths per year in perpetuity.
3/5
Read 6 tweets
Dec 31, 2025
PMC COVlD Update, Week of Dec 29, 2025
🧵1/10

Happy New Year's Eve! #nye

Based on today's CDC data, we estimate 1 in 51 Americans are actively infectious with COVlD. That's nearly 1 million new daily infections.

Be wise. Vax up, mask up. #oneofthetwo Heat map from CDC data and PMC estimates.
🧵2/10

Many states are surging presently. True levels are higher than shown in most places due to state-level reporting lags. Alabama	Moderate	1 in 46 (2.2%) Alaska	Low	1 in 93 (1.1%) Arizona	Very Low	1 in 201 (0.5%) Arkansas	High*	1 in 32 (3.1%) California	Very Low	1 in 351 (0.3%) Colorado	Low	1 in 71 (1.4%) Connecticut	High	1 in 33 (3.1%) Delaware	Low	1 in 90 (1.1%) District of Columbia	Very Low	1 in 300 (0.3%) Florida	Very Low	1 in 282 (0.4%) Georgia	Very Low	1 in 125 (0.8%) Guam	Very Low	1 in 585 (0.2%) Hawaii	Very Low	1 in 855 (0.1%) Idaho	Very Low	1 in 221 (0.5%) Illinois	Moderate	1 in 41 (2.5%) Indiana	Very High	1 in 14 (6.9%) Iowa	Low	1 in 69 (1.4%) Kansas	Moderate	1 in 46 (2.2%) Kentucky	High	1 in 34 (2.9...
🧵3/10

Although many states are surging, do not feel false security in "low" level states. For example, NY has terrible reporting quality with the CDC currently. Missouri	Moderate*	1 in 56 (1.8%) Montana	Low	1 in 76 (1.3%) Nebraska	Very High	1 in 18 (5.5%) Nevada	Very Low	1 in 122 (0.8%) New Hampshire	Moderate*	1 in 42 (2.4%) New Jersey	Very Low	1 in 113 (0.9%) New Mexico	Moderate	1 in 62 (1.6%) New York	Very Low*	1 in 127 (0.8%) North Carolina	Very Low	1 in 125 (0.8%) North Dakota	Moderate*	1 in 43 (2.3%) Ohio	High	1 in 28 (3.6%) Oklahoma	Very High	1 in 25 (4.0%) Oregon	Very Low	1 in 170 (0.6%) Pennsylvania	Moderate	1 in 45 (2.2%) Rhode Island	Moderate	1 in 41 (2.4%) South Carolina	Low	1 in 84 (1.2%) South Dakota	High	1 in 33 (3.0%) Tennessee	Moder...
Read 10 tweets
Dec 15, 2025
PMC COVID Update, Dec 15, 2025 (U.S.)

In the latest CDC data, 15 states have moderate to very high transmission.
🔹1 in 63 estimated actively infectious nationally, rising fastest in the Midwest & Northeast
🔹Very High: Indiana
🔹High: Nebraska, Vermont, Connecticut

🧵1/9 Heat map from CDC data and PMC estimates of 1 in 63 actively infectious and >700,000 new daily infections, based on wastewater derived estimates using models noted in the Technical Appendix at the website listed in the image.
PMC estimates 1 in 26 people in Indiana are infectious and 1 in 39 in Connecticut.

MI, MS, and AR may have higher levels than shown due to poor reporting.

States AL to MS shown.

🧵2/9 Alabama	Moderate	1 in 41 (2.4%) Alaska	Very Low	1 in 220 (0.5%) Arizona	Very Low	1 in 118 (0.8%) Arkansas	Low*	1 in 68 (1.5%) California	Very Low	1 in 382 (0.3%) Colorado	Very Low*	1 in 230 (0.4%) Connecticut	High	1 in 39 (2.6%) Delaware	Very Low	1 in 222 (0.4%) District of Columbia	Very Low	1 in 131 (0.8%) Florida	Very Low	1 in 320 (0.3%) Georgia	Very Low	1 in 275 (0.4%) Guam	Very Low	1 in 426 (0.2%) Hawaii	Very Low	1 in 670 (0.1%) Idaho	Very Low	1 in 108 (0.9%) Illinois	Low	1 in 71 (1.4%) Indiana	Very High	1 in 26 (3.8%) Iowa	Low	1 in 76 (1.3%) Kansas	Moderate	1 in 62 (1.6%) Kentucky	Mode...
PMC estimates 1 in 39 are infectious in both Nebraska and Vermont (coincidence, not typo).

Very few NY sites are reporting to the CDC, so use the NYS website there instead.

States MO to WY shown.

🧵3/9 Missouri	Low	1 in 80 (1.2%) Montana	Very Low	1 in 135 (0.7%) Nebraska	High	1 in 39 (2.5%) Nevada	Very Low	1 in 225 (0.4%) New Hampshire	Moderate	1 in 47 (2.1%) New Jersey	Very Low	1 in 200 (0.5%) New Mexico	Low	1 in 75 (1.3%) New York	Moderate*	1 in 49 (2.1%) North Carolina	Very Low	1 in 226 (0.4%) North Dakota	Low*	1 in 85 (1.2%) Ohio	Moderate	1 in 62 (1.6%) Oklahoma	Moderate*	1 in 47 (2.1%) Oregon	Low	1 in 89 (1.1%) Pennsylvania	Moderate	1 in 55 (1.8%) Rhode Island	Low	1 in 70 (1.4%) South Carolina	Very Low	1 in 215 (0.5%) South Dakota	Low	1 in 86 (1.2%) Tennessee	Moderate	1 in 60 (1.7%) ...
Read 9 tweets
Dec 8, 2025
PMC COVlD Update, Dec 8, 2025 (U.S.)
1/9

🔥🔥🔥Very High: Arizona (Yuma)
🔥🔥High: Indiana and Vermont
🔥Moderate: Nebraska and Alabama

Data only go through late November, and levels often increase following Thanksgiving. Heat map and PMC estimates of transmission (1 in 102 actively infectious).
PMC COVlD Update, Dec 8, 2025 (U.S.)
2/9

State-by-state estimates (part 1). Arizona is Very High, but sites were only online in the Yuma area. Indiana remains high.

MI and MS have considerable uncertainty.

DC is exceptionally low. Alabama	Moderate	1 in 47 (2.1%) Alaska	Very Low	1 in 220 (0.5%) Arizona	Very High*	1 in 18 (5.7%) Arkansas	Very Low*	1 in 138 (0.7%) California	Very Low	1 in 574 (0.2%) Colorado	Low	1 in 76 (1.3%) Connecticut	Low	1 in 91 (1.1%) Delaware	Very Low	1 in 307 (0.3%) District of Columbia	Very Low	1 in 5,777 (0.0%) Florida	Very Low	1 in 494 (0.2%) Georgia	Very Low	1 in 180 (0.6%) Guam	Very Low	1 in 289 (0.3%) Hawaii	Very Low	1 in 704 (0.1%) Idaho	Very Low	1 in 121 (0.8%) Illinois	Very Low	1 in 112 (0.9%) Indiana	High	1 in 30 (3.3%) Iowa	Low	1 in 83 (1.2%) Kansas	Low	1 in 105 (1.0%) Kentucky	Very L...
PMC COVlD Update, Dec 8, 2025 (U.S.)
3/9

State-by-state estimates (part 1). Vermont remains High. Tennessee has fallen rapidly from a quick surge.

Data quality are low in NY. Missouri	Very Low	1 in 176 (0.6%) Montana	Very Low	1 in 136 (0.7%) Nebraska	Moderate	1 in 45 (2.2%) Nevada	Very Low	1 in 372 (0.3%) New Hampshire	Very Low	1 in 109 (0.9%) New Jersey	Very Low	1 in 217 (0.5%) New Mexico	Very Low	1 in 118 (0.8%) New York	Very Low*	1 in 260 (0.4%) North Carolina	Very Low	1 in 233 (0.4%) North Dakota	Low*	1 in 101 (1.0%) Ohio	Low	1 in 70 (1.4%) Oklahoma	Low*	1 in 68 (1.5%) Oregon	Very Low	1 in 150 (0.7%) Pennsylvania	Low	1 in 89 (1.1%) Rhode Island	Very Low	1 in 187 (0.5%) South Carolina	Very Low	1 in 144 (0.7%) South Dakota	Low	1 in 82 (1.2%) Tennessee	Very Low...
Read 9 tweets
Nov 23, 2025
PMC COVlD Update, Week of Nov 24, 2025 (U.S.)
🧵1/10

With CDC data operational again, the transmission map is back. The data are always a week old, so transmission is likely worse than depicted.

We estimate 1 in 116 people actively infectious and 422,000 new daily infections. Heat map: Indiana and Arkansas with "moderate" transmission. All others, "low" or "very low" (CDC categories).
PMC COVlD Update, Week of Nov 24, 2025 (U.S.)
🧵2/10

State level estimates are back. Note, the CDC changed their data processing approach in August, which tends to downplay transmission.

Does 1 in 45 in Indiana seem "moderate"?

Levels in MI may be mod/high (poor reporting). Alabama	Very Low	1 in 153 (0.7%) Alaska	Very Low	1 in 272 (0.4%) Arizona	Low	1 in 63 (1.6%) Arkansas	Moderate*	1 in 47 (2.1%) California	Very Low	1 in 365 (0.3%) Colorado	Very Low	1 in 137 (0.7%) Connecticut	Low	1 in 103 (1.0%) Delaware	Very Low	1 in 262 (0.4%) District of Columbia	Very Low	1 in 418 (0.2%) Florida	Very Low	1 in 408 (0.2%) Georgia	Very Low	1 in 292 (0.3%) Guam	Very Low	1 in 887 (0.1%) Hawaii	Very Low	1 in 426 (0.2%) Idaho	Very Low	1 in 116 (0.9%) Illinois	Very Low	1 in 116 (0.9%) Indiana	Moderate	1 in 45 (2.2%) Iowa	Very Low	1 in 108 (0.9%) Kansas	Very Low	1 in 109 (0.9%) Ke...
PMC COVlD Update, Week of Nov 24, 2025 (U.S.)
🧵3/10

State-level estimates (continued).

Current levels may be much higher than noted here. Note that CDC data are always at least a week old. The 2nd half of November is a time period historically of accelerating transmission. Missouri	Very Low	1 in 202 (0.5%) Montana	Very Low*	1 in 114 (0.9%) Nebraska	Low	1 in 95 (1.1%) Nevada	Very Low	1 in 228 (0.4%) New Hampshire	Low	1 in 78 (1.3%) New Jersey	Very Low	1 in 192 (0.5%) New Mexico	Very Low	1 in 151 (0.7%) New York	Very Low	1 in 212 (0.5%) North Carolina	Very Low	1 in 212 (0.5%) North Dakota	Very Low*	1 in 116 (0.9%) Ohio	Very Low	1 in 109 (0.9%) Oklahoma	Low*	1 in 70 (1.4%) Oregon	Very Low	1 in 194 (0.5%) Pennsylvania	Very Low	1 in 111 (0.9%) Rhode Island	Very Low	1 in 167 (0.6%) South Carolina	Very Low	1 in 112 (0.9%) South Dakota	Very Low	1 in 127 (0.8%) Tennes...
Read 10 tweets

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