JPWeiland

JPWeiland

@jpweiland.bsky.social

Scientist+Engineer. Infectious disease modeler. Posts and spelling mistakes my own

10.7K followers77 following633 posts

Pinned

❄️ Holiday Season Forecast: 🔹The wildest forecast I've ever made was for Dec 2021, predicting multiple millions of daily infections. This one is easily second place. A very muted holiday wave relative to all prior years, due to weak evolution and large summer numbers.

Sept 5th Update: As predicted in June, a relatively modest late summer wave is occurring in the West and South, less than half numbers last summer. Texas about half of last year. Midwest and NE are still at minimal levels. 🔸️180k infections/day 🔸️1 in 350 currently infectious 🔸️W+S about 3x MW+NE

JPWeiland@jpweiland.bsky.social

🔸️Wastewater levels on both WWScan and Biobot remain at rock bottom levels. 5-8x lower than previous lulls and 50-80x lower than our last big waves in 2024. 🔸️<40k infections/day 🔸️We may still see a small late summer wave for the West and South.

Regional trends are shown here from Biobot. I think we are about a week from the peak, as trends typically reverse a few weeks after schools return. We will see if that pattern from previous years holds up on this late wave. Not shown: much bigger 2024 summer wave reaching 1000.

PJ.2.1 is a brand new, highly mutated variant (from a BA.2.86 Pirola base) It's looking to me like it may have some speed 👀 Will continue to monitor this one. Most interesting variant in a good while.

Solid Evidence@solidevidence.bsky.social

Fourteen more PJ.2.1 wastewater detections. It is dominant in many sites. NYC (8), Maui (2). Maine, Virginia, Florida and DC. No obvious uptick in cases in any of these places that I could find though.

July 17th Update: A notable uptick is visible on WWScan, with numbers doubling in the past month. We are still only about half or our previous lull levels, but we should continue to see increases. This wave should be limited in potential. 🔸~88,000 new inf/day 🔸~1 in 750 currently infectious

People think the Canada fires have an easy fix (they don't!). Canada has 10x more forest per capita than the US, and it is far, far more remote, most hundreds of miles from civilization. Significant drying caused by increasing temps and lower humidity from climate change are driving these fires.

🔸️Wastewater levels on both WWScan and Biobot remain at rock bottom levels. 5-8x lower than previous lulls and 50-80x lower than our last big waves in 2024. 🔸️<40k infections/day 🔸️We may still see a small late summer wave for the West and South.

📉 Wastewater numbers are currently incredibly low, about *7 times* lower than the spring lulls in years past. We're approaching flu-in-the-summer style prevalence.

It's difficult to nail down because we still appear to be in case discovery mode, but if we take the death trend from Ebola at face value, the doubling time would be ~7 days. That would be quite fast. I really worry for the people in this region.

Modeling the Bundibugyo Ebola outbreak: If we assume an R0 of 3 and a generation interval of 12 days, that would put patient 0 back around the beginning of March. 2.5 months ago. We need much better surveillance than this.

Even though I don't think Hantavirus will become the next pandemic, public health needs to step up immediately to control the outbreak. ▶️Thorough contact tracing ▶️Quarantine of contacts & cruise passengers ▶️Serial PCR testing contacts ▶️Full PPE (respirators, coveralls) for caregivers

I don't think sending cruise ship contacts on international commercial flights without PPE or serial testing, nor mandating quarantine afterwards is smart public health. These are the kinds of decisions that get you into trouble, even if this outbreak stays relatively small.

Serial PCR testing along with documenting Ct over time also provides critical learning on symptoms timing vs viral load. We need better clarity on when during the disease progression a patient becomes infectious.

I think we can finally put to bed the hypothesis that population wide immune damage from Covid would lead to accelerating Covid cases and severity. Wastewater derived cases ⬇️ 75% Hospitalizations ⬇️ nearly 90%

I'm not very concerned at the moment about a wider risk of Hantavirus outbreak from the cruise ship. Cruise ships can double or triple R0 vs its native R0. A virus with a 0.7 R0 can look like a 2.0 on a cruise ship. Very unlikely this becomes a larger threat.

The price of a dozen of eggs decreased $3.65 since 2024, and the average American consumes 23 dozen eggs per year. Eggs cost/cap/yr= -$76/yr In that same period, gasoline has increased $1.60/gal, and per capita consumption was 407 gal/yr Gas cost/cap/yr= +$651/yr Nearly 9x the impact of eggs

(Also, the price of energy and fertilizer will trickle down to increased prices of many other items, including food. +$651 is just the beginning)

April 24th Update: We are at the lowest transmission levels in almost 5 years, 40% lower than our recent spring lows. This remarkable lull should last 6+more weeks. Estimates: 🔸90,000 new infections/day 🔸~1 in 750 currently reasonably infectious (5 day window)

I'm having major February 2020 vibes, where a major impact is coming in the near future, and again it feels like markets and most people don't see coming. This time it's not a virus, but a supply shock. 15-20% of the oil production is offline, the same amount as during global lockdown.

Effectively, to absorb this near 20% oil supply shock, the world has to shut down use for either making things and/or travel as much as we did in 2020. Hopefully this is resolved soon, as we will not like what is about to come.

April 10th Update: Both NWSS and WWScan data sets suggest the lowest transmission levels in more than 4 years. BA.3.2 (Cicada) modestly impacting primarily the under 18 group. Estimates: 🔸118,000 new infections/day 🔸~1 in 550 currently reasonably infectious (5 day window)

It's absolutely nuts that the CDC still has BA.3.2 (Cicada) under 1%, buried in the "All Other" category. This was modeled all the way to mid April. ➡️ The reality is BA.3.2 was likely ~10% over 4 weeks and is ~20% today in the US... 2000% higher than what they modeled.

Honest question, why hasn't the market crashed yet? This feels like Feb 2020, when we saw what was coming, but no one flinched. And this is a supply shock, not a demand shock!

In hindsight, the name "Cicada" fits like a glove for BA.3.2. All cicadas are ages 0-17, and that is precisely the most susceptable age group for BA.3.2.

There are 10,000x MORE stars in the universe than grains of sand *on all the beaches and deserts on earth* In that context, our radio signals first sent out 100 years ago have not even reached the next grain of sand. The rest of the universe has no idea we're here.

JPWeiland@jpweiland.bsky.social

Anyone with even a high school background in biology would know "cross breeding" with aliens is an insane impossibility. If aliens were on earth (they're not), their genetic code language and cellular mechanisms would be different than earth life. You'd have better luck crossing humans with a radish

Anyone with even a high school background in biology would know "cross breeding" with aliens is an insane impossibility. If aliens were on earth (they're not), their genetic code language and cellular mechanisms would be different than earth life. You'd have better luck crossing humans with a radish

↘️ @kkjetelina.bsky.social 's YLE has a wonderful analysis here, calling out the continuously receding peaks in hospitalizations over the past 4 years. We see the same trends in wastewater. The question that plagues WW is whether the signal/infection has decreased over the past few years.

JPWeiland@jpweiland.bsky.social

March 29th Update: Nearing record lows in transmission since Omicron in late 2021. Midwest and South are low, while Northeast and West are at very low transmission levels. Estimates: 🔸135,000 new infections/day 🔸~1 in 500 currently reasonably infectious (5 day avg window)

March 29th Update: Nearing record lows in transmission since Omicron in late 2021. Midwest and South are low, while Northeast and West are at very low transmission levels. Estimates: 🔸135,000 new infections/day 🔸~1 in 500 currently reasonably infectious (5 day avg window)

BA.3.2 continues to increase in prevalence, primarily in the 0-18 age group. This will probably not affect wider trends in the short term, but we will continue to monitor it. Below are the regional trends from NWSS:

Very interesting trend of EPIC ED data... note the overrepresentation of kids compared to 50+ (and overall average) since Feb compared to prior years. Could this be due to BA.3.2 targeting kids?

A few of us were looking into this recently as well in Luxembourg, & it was remarkable how few BA.3.2 sequences were from the elderly, and how many were from younger groups. We may have narrowed the co-circulation target. Worth digging further. Ty @josetteschoenma.bsky.social for pulling these data

Ryan Hisner@ryanhisner.bsky.social

Someone suggested BA.3.2 might preferentially infect kids. I think they're right. Ages of SARS-2 sequences since Dec 1 in Ireland: non-BA.3.2 6/66 (9.1%) age 0-19, (0/1 hospital tests) BA.3.2 43/91 (47.3%) age 0-19 (1/3 hospital tests) 1/4

JPWeiland reposted

While the final outcome for BA.3.2 is uncertain, its distinct characteristics—extensively remodeled/shortened spike NTD & SD1/SD2, novel S2 mutations, & wholesale deletion of ORF7a/7b/8—make it the best candidate for co-dominance we've seen yet, which could mark a new era in SARS-2 evolution. 1/34

JPWeiland@jpweiland.bsky.social

BA.3.2 is behaving differently than any of the other variants we've seen. I've been wondering for some time if this is our first example of co-circulation, where only part of the population is susceptable to infection. It is starting to look stabilized in Germany, does not look like a sweep.

This is the worst type of messaging, and further undermines trust in public health 🔸️Meningococcal meningitis absolutely spreads through respiratory droplets 🔸️Masks significantly limit transmission, especially via source control. 10% Case fatality rate. I'd be wearing one if I were at Kent.

March 10th Update: After a relatively low transmission winter, we had a long shoulder, but numbers are starting to trend further down. Still elevated in the Midwest and Northeast. NWSS & WWScan: Estimates: 🔸325,000 new infections/day 🔸~1 in 200 currently infected

BA.3.2 is behaving differently than any of the other variants we've seen. I've been wondering for some time if this is our first example of co-circulation, where only part of the population is susceptable to infection. It is starting to look stabilized in Germany, does not look like a sweep.

We see this behavior with endemic viruses like flu, where multiple variants can exist without one replacing the other (H3N2 vs H1N1 vs Flu B). Niche partitioning has different susceptible groups based on immune histories, genetics, age, etc. New Covid variants have always swept the previous (below).

BA.3.2 has had some impressive growth in multiple places off the bat, but has not been able to reach dominance anywhere yet. I don't think we know for sure yet, but it is starting to look like co-circulation.

What a stupid waste of possibly the strongest impact in decades on a fully positive Bz. This better turn around This would be overhead in Mexico if we had fully negative Bz

THIS IS EASILY THE STRONGEST SHOCK I'VE EVER SEEN. Bt near 90 is insane! *Severe* solar storm inbound! If the Bz stays negative, this will be one for the books

Get your cameras ready for tonight! SWPC is predicting a G4 OR GREATER storm!! If that intensity is reached, expect it visible on camera all the way to the Mexico border

I can't express enough how nice it is to receive feedback like this in my replies! It's a large part of what makes me continue to do this work.

~@asynchronia.bsky.social

You're the most level headed and accurate source I'm able to find out there, by a long shot. Your information makes a big difference to my family and I always look forward to your posts to have a clear understanding of things. Thank you so sincerely!