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 25
During this 12th COVlD wave, the CDC reports 1-in-3 states have "High" or "Very High" levels.

PMC estimates the proportion of residents actively infectious (prevalence):
◾️USA: 1 in 67
◾️IA: 1 in 27
◾️MI: 1 in 25
◾️IN & CT: 1 in 23
◾️ME: 1 in 21
◾️OK & SD: 1 in 17

🧵1/ Heat map using CDC data. National PMC prevalence estimate noted; estimated incidence of 732,000 new daily infections.
On average, Americans have have 5.0 cumulative SARS-CoV-2 infections.

This week's infections are expected to result in 1/4 to 1 million new #LongCOVID conditions and ≈2,000 excess deaths.
🧵2/ Column 1: Table of state-level prevalence estimates. Highest estimates noted in the thread text.  Column 2:  Proportion Actively Infectious										1 in 67 (1.5%) New Daily Infections										 732,000  Infections the Past Week										 5,220,000  Infections in 2026										 24,000,000  Cumulative Infections per Person										 5.04  										 Long COVID										 Long COVID Cases Resulting								37,000 to 146,000		   from New Daily Infections										 Long COVID Cases Resulting								261,000 to 1,040,000		   from New Weekly Infections										 										 Excess Deaths										 Ex...
The wave peak is now estimated >10% higher than last week at 1.2 million new daily infections, nearly double the Delta wave.

We expect sustained high transmission (≈600,000 to 750,000 new daily infections) the next few weeks as COVlD circulates through schools/families.
🧵3/ Fig 1: Graph of 12 waves  Fig 2: "Barometer" showing above average transmission  Fig 3: Year-over-year graph, which informs the analytic forecast  Fig 4: Forecast described in post
Read 4 tweets
Jan 17
Based on today's CDC & Biobot data, we estimate the following for the week of Jan 19:

🔸1 in 52 people in the U.S. actively infectious
🔸25% chance of exposure in a room of 15 ppl
🔸Nearly 1 million new daily infections
🔸5 cumulative infections per person all-time (avg)
🧵1/5 Heat map from CDC data with PMC estimates. Description of "Very High" states in next post
Transmission estimates have been marginally corrected upward.

11 states have Very High COVlD levels:

🔸PA: 1 in 25 estimated actively infectious
🔸MI: 1 in 23
🔸OH & KY: 1 in 22
🔸SD: 1 in 20
🔸NE & IA: 1 in 18
🔸IL & ME: 1 in 17
🔸IN: 1 in 16
🔸WV: 1 in 11
🧵2/5 Proportion Actively Infectious										1 in 52 (1.9%) New Daily Infections										 941,000  Infections the Past Week										 6,020,000  Infections in 2026										 18,000,000  Cumulative Infections per Person										 5.01  										 Long COVID										 Long COVID Cases Resulting								47,000 to 188,000		   from New Daily Infections										 Long COVID Cases Resulting								301,000 to 1,200,000		   from New Weekly Infections										 										 Excess Deaths										 Excess Deaths Resulting 									270 to 450	   from New Daily Infections										 Excess Deaths Resulting 				...
We're in the middle of a 12th COVlD wave.

The peak has likely passed, but with students headed back to school, transmission is expected to remain high for at least the next several weeks.

🧵3/5 1) Graph of 12 waves 2) Barometer showing above-average transmission 3) Year over year graph 4) Forecast for transmission to decline and then percolate at high levels
Read 5 tweets
Jan 10
The size of the winter COVlD wave has been revised upward as post-holiday data come in.

We estimated 1 in 55 people in the U.S. are actively infectious.

🔥WV: 1 in 14
🔥IN: 1 in 15
🔥MI & OH: 1 in 21
🔥MO: 1 in 22
🔥CT: 1 in 24
🔥KS: 1 in 25
🔥MA & IL: 1 in 27

Quick 🧵 1/4 Heat map and PMC estimates, 1 in 55 infectious and 892,000 new daily infections for Jan 12.  We expedited the report to release it two days early.
Nationally, we are seeing an estimated 892,000 new daily SARS-CoV-2 infections, meaning a 1 in 4 chance of exposure in a room of 15 people. Risk varies considerably by state.

We are approaching an average of 5 infections per person since pandemic onset.
🧵 2/4 Alabama	Moderate Alaska	Very Low Arizona	Very Low Arkansas	High* California	Very Low Colorado	Low Connecticut	Very High Delaware	Moderate District of Columbia	Very Low Florida	Very Low Georgia	Very Low Guam	Very Low Hawaii	Very Low Idaho	Very Low Illinois	Very High Indiana	Very High Iowa	High Kansas	Very High Kentucky	Moderate Louisiana	Moderate Maine	High Maryland	High Massachusetts	Very High Michigan	Very High* Minnesota	Moderate Mississippi	Low* Missouri	Very High* Montana	High Nebraska	High Nevada	Very Low New Hampshire	Moderate New Jersey	Low New Mexico	Moderate New York	High* North Ca...
We are in the 12th COVlD wave of the U.S.

Current transmission is higher than 68% of all days since the pandemic onset in 2020.
🧵 3/4 12 waves of COVlD  Pandemic barometer: Higher than 88% of the past 100 days, 73% of the past year, 68% of the entire pandemic.  Year over year graph  Forecast of slowly declining transmission.
Read 4 tweets
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 8 tweets
Jan 8
We're in the middle of a 12th COVlD wave in the U.S., with transmission particularly high in the Midwest and Northeast.

The CDC announced this week that COVlD continues to kill more Americans than breast and prostate cancer combined.

Get boosted & #MaskUp 💉💪😷
1/4🧵 Heat map of CDC data with PMC prevalence estimate
Levels are "Moderate" to "Very High" in 26 states.

However, data reporting is slow, and about 1/3 of states have low-quality data this week due to the holidays and illness.

2/4🧵 National estimates: Number of People		Chances Anyone is Infectious			 1				1.5%	 2				3.0%	 3				4.5%	 4				6.0%	 5				7.4%	 10				14.3%	 15				20.7%	 20				26.5%	 25				32.0%	 30				37.0%	 50				53.8%	 75				68.6%	 100				78.6%	 200				95.4%	 300				99.0%
Barometer: Higher transmission than 90 of the past 100 days (perhaps higher still, due to low data reporting quality)
State	CDC Level	Actively Infectious Alabama	Moderate	1 in 48 (2.1%) Alaska	Very Low	1 in 152 (0.7%) Arizona	Very Low	1 in 201 (0.5%) Arkansas	High*	1 in 36 (2.8%) California	Very Low	1 in 484 (0.2%) Colorado	Moderate	1 in 49 (2.0%) Connecticut	Very High	1 in 24 (4.2%) Delaware	Low*	1 in 70 (1.4%) District of Columbia	Very Low	1 in 5,835 (0.0%) Florida	Very Low	1 in 284 (0.4%) Georgia	Low	1 in 90 (1.1%) Guam	Very Low	1 in 687 (0.1%) Hawaii	Very Low	1 in 874 (0.1%) Idaho	Very Low	1 in 169 (0.6%) Illinois	Moderate*	1 in 56 (1.8%) Indiana	High*	1 in 34 (2.9%) Iowa	Moderate	1 in 41 (2.4%) Kansas...
State	CDC Level	Actively Infectious Missouri	Moderate*	1 in 42 (2.4%) Montana	High	1 in 34 (2.9%) Nebraska	Very High	1 in 26 (3.9%) Nevada	Very Low	1 in 138 (0.7%) New Hampshire	High*	1 in 35 (2.9%) New Jersey	Low	1 in 82 (1.2%) New Mexico	Low	1 in 87 (1.2%) New York	Moderate*	1 in 44 (2.3%) North Carolina	Low	1 in 82 (1.2%) North Dakota	High*	1 in 34 (3.0%) Ohio	Very High	1 in 27 (3.7%) Oklahoma	Moderate*	1 in 62 (1.6%) Oregon	Very Low	1 in 170 (0.6%) Pennsylvania	Moderate	1 in 44 (2.3%) Rhode Island	Moderate	1 in 41 (2.4%) South Carolina	Moderate	1 in 54 (1.9%) South Dakota	Very High	1 in...
If like years 1-4 of the pandemic, the winter wave has peaked. If like last year, we could hover near peak levels for a month.

Forecasting quality is low with 1/3 of states having data issues. Hopefully, we'll know a lot more in a few days.

3/4🧵 12 waves
Proportion Actively Infectious										1 in 65 (1.5%) New Daily Infections										 749,000  Infections the Past Week										 5,390,000  Infections in 2026										 3,000,000  Cumulative Infections per Person										 4.88  										 Long COVID										 Long COVID Cases Resulting								37,000 to 150,000		   from New Daily Infections										 Long COVID Cases Resulting								270,000 to 1,080,000		   from New Weekly Infections										 										 Excess Deaths										 Excess Deaths Resulting 									220 to 370	   from New Daily Infections										 Excess Deaths Resulting 					...
year over year graph
forecast
Read 4 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

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