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

Jul 2
🌍Want to track COVID transmission accurately worldwide?

This PMC thread walks you through leading dashboards with information more up to date than WHO & EU directories.

🧵 1/ World map, countries with high-quality up-to-date surveillance systems shown in blue.
The Pandemic Mitigation Collaborative (PMC) Dashboard provides weekly COVID updates for the U.S., using wastewater surveillance derived case estimation models and analytic forecasting.

We have added a list of international dashboards:
🧵 2/
pmc19.com/data/index.php…Australia: NSW Health Australia Department of Health, Western Australia Austria: Federal Government of Austria City of Vienna - Regional Coron-A Consortium Austria Czech Republic: State Health Institute Czech Republic Belgium: Belgian Institute for Health Canada: Government of Canada Andrew Young's Canada Visualization C19 Resources Canada * World Health Network (WHN) Canada **
Denmark: Statens Serum Institut Denmark Europe (multi-national): EU Wastewater Observatory Finland: National Institute for Health and Welfare Finland WHN Finland ** France: French Republic Data Airborne Risk Reduction Association (ARRA) France Zan Armstrong's France Visualization COVID Weather App France (Android, IOS, or Web) Thomas Delattre's France Visualization Germany: Infection Radar Germany Bay-VOC Bavaria Region Berlin Waterworks WHN Germany **
Hong Kong: Centre for Health Protection, Hong Kong Hungary: National Center for Public Health and Pharmacy of Hungary India: Pune Knowledge Cluster of India Gujarat Biotechnology Research Centre of India Ireland: Health Protection Surveillance Centre Ireland Japan: Japan Institute for Health Security Latvia: Institute of Food Safety, Animal Health and Environment Latvia Lithuania: National Public Health Centre of Luthuania Luxembourg: Microbs Luxembourg Netherlands: National Institute for Public Health and the Environment Netherlands WHN Netherlands ** New Zealand: New Zealand Institute for...
Slovenia: National Institute of Public Health Slovenia Spain: Government of Catalonia - Regional South Africa: National Institute for Communicable Diseases of South Africa South Korea: Korea Disease Control and Prevention Agency Sweden: Pathogens Sweden Switzerland: Swiss Confederation Federal Office of Public Health ETH Zurich Switzerland WISE Dashboard U.K.: Public Health Scotland Buckinghamshire Disability Service (BuDS) U.K.  *See the numbers 1-21 along the lower left. Click on 3-6 for national and regional data. ** Click on the dropdown menu. May need to try a different web browser.
Our international directory includes official government dashboards & those developed by citizen scientists.

We exclude countries that have stopped reporting in the past 2-12 months even if on EU or WHO lists. We also exclude low-quality data from opt-in testing programs.
🧵 3/
Read 43 tweets
Jun 24
PMC COVlD Dashboard, Jun 23, 2025 (U.S.)

🔥Biggest uptick since Jan
🔥1 in 167 actively infectious
🔥>2 million weekly infections
🔥700-1,200 resulting excess deaths from weekly infections

Track transmission closer to home w/our new state & international resources 👇

🧵1/6
PMC COVlD Dashboard, Jun 23, 2025 (U.S.)

🔹With >90% probability, we have entered the 11th COVlD wave.
🔹In a room of 50 people, there is already a 1 in 4 chance of an exposure.
🔹We expect nearly 15 million infections in the next month, and rising.

🧵2/6Current Levels for Jun 23, 2025	 % of the Population Infectious	 0.6% (1 in 167)	 New Daily Infections	 287000	 New Weekly Infections	 2009000	 Resulting Weekly Long COVID Cases	 100,000 to 402,000	 Resulting Weekly Excess Deaths	 700 to 1,200	 	 Monthly Forecast	 Average % of the Population Infectious	 1.0% (1 in 97)	 Average New Daily Infections	 493300	 New Infections During the Next Month	 14799000	 Resulting Monthly Long COVID Cases	 740,000 to 2,960,000	 Resulting Monthly Excess Deaths	 5,300 to 8,800	 	 Running Totals	 Infections Nationwide in 2025	 74869000	 Average Number of Infect...
PMC COVlD Dashboard, Jun 23, 2025 (U.S.)

We continue to expect transmission to break 500,000 daily infections in the U.S. around July 9th.

This is the same prediction as last week, as the forecast was dead on. Yet, there is considerably uncertainty around this timing.

🧵3/6Longitudinal transmission, past 12 months and 1-month forecast
Read 6 tweets
Jun 17
1) PMC COVlD Dashboard, June 16, 2025 (U.S.)

Current transmission (red line) closely tracks that of summer 2023 (yellow line).

We expect to break 500k daily infections between July 9 and the end of July. Our current forecast...Year over year graph of tranmission
2) PMC COVlD Dashboard, June 16, 2025 (U.S.)

Our current forecast is a bit more aggressive, predicting breaking 500k daily infections by July 9. The 2023 trend suggests end of July.

The 95% confidence interval shows large variation. Note that...Past 12 months of transmission (U.S.) and forecast
3) PMC COVlD Dashboard, June 16, 2025 (U.S.)

Note that CDC and Biobot both had retroactive corrections to last week's data, meaning the relative "lull" will last a little longer than the uncorrected data suggested. No big news on NB.1.8.1.

All good news, but...10 pandemic waves. Soon 11
Read 7 tweets
Jun 16
1) Here's a quick example of how the federal government is censoring the best scientific research. It's not just cuts to ongoing research.

It's new grant submissions too... "No forbidden words found"
2) In January, I re-submitted a promising Covid/cancer grant to a non-federal funder. Hundreds of pages. Hundreds of hours of work. The best proposal I've submitted as a scientist.

Out of curiosity, I used Sean Mullen's Scan Assist tool to see how many banned words it had...
3) The proposal had 1,750 banned words. No big deal -- they're non-federal.

BUT I had planned to submit a smaller version to NIH this month as a "back up." Impossible!

It's not a matter of using a thesaurus or the find/replace command. The grant is on *Covid*... 1,750 banned words found
Read 13 tweets
Jun 9
1) PMC COVlD Dashboard, June 9, 2025

CDC wastewater surveillance data show transmission rising. This is our forecast if transmission growth follows typical patterns.

The high & low estimates could be thought of as optimistic & pessimistic scenarios for NB.1.8.1.Forecast graph: Rising transmission the next month
2) PMC COVlD Dashboard, June 9, 2025

Notice that current transmission (red line, lower left) tracks closely with two years ago (yellow), slightly below the median (gray), and not far below last year (orange).

Consider each of these trajectories realistic scenarios.Image
3) PMC COVlD Dashboard, June 9, 2025

All indications are that we are headed into the start of an 11th national wave in the U.S.

We could percolate near the lull point another couple weeks (fingers crossed), but that scenario is becoming less likely.Graph of 10 C19 waves
Read 7 tweets
Jun 3
1/ PMC COVlD Dashboard, June 2, 2025 (U.S.)

National COVlD transmission recently fell to its lowest levels since the pre-Delta era.

It's go-time for many who have delayed medical appointments. The situation will likely get much worse in Jul/Aug.
2/ PMC COVlD Dashboard, June 2, 2025 (U.S.)

An estimated 1 in 211 are actively infectious. Most states are "low" or "very low" per CDC.

The situation remains serious even in a relative "lull." >1.5 million weekly estimated infections to result in 600-900 excess deaths.C19 heat map
year over year graph, tracking closely with the median and past 2 years
Current Levels for Jun 2, 2025	 % of the Population Infectious	 0.5% (1 in 211)	 New Daily Infections	 227000	 New Weekly Infections	 1589000	 Resulting Weekly Long COVID Cases	 79,000 to 318,000	 Resulting Weekly Excess Deaths	 600 to 900	 	 Monthly Forecast	 Average % of the Population Infectious	 0.7% (1 in 139)	 Average New Daily Infections	 344566.6667	 New Infections During the Next Month	 10337000	 Resulting Monthly Long COVID Cases	 517,000 to 2,067,000	 Resulting Monthly Excess Deaths	 3,700 to 6,200	 	 Running Totals	 Infections Nationwide in 2025	 70132000	 Average Number of Infe...
Graph of the whole pandemic, 11th wave forthcoming
3/ PMC COVlD Dashboard, June 2, 2025 (U.S.)

By the end of the month, we forecast an increase to 450k daily infections. If NB.1.8.1 takes off, closer to 600k. If overhyped, percolating only slightly higher.Past 12 months and forecast
Read 5 tweets

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