1/ One of the biggest policy failures over the last 2 years is the lack of COVID testing, particularly evident now with omicron — both the supply and the quality of what we have available at scale. Where is our Operation Warp Speed for diagnostics? 🧵
2/ Based on the sheer scale of testing volume, it’s clear many are concerned with exposure to omicron and are not yet “done with COVID”. Labs are reporting >1.5 million PCR tests per day right now. But this is a massive underestimate of the total volume w/antigen tests in the mix
3/ Based on recent disclosures, the leading antigen test kit mfg. production volumes right now are estimated to be ~120 M tests/month

@AbbottNews: 50 M/month
@QuidelDX: 70 M/month

This is ~4x the reported daily PCR volume with a clear hunger for even more from consumers.
4/ While Biden announced a shipment of 500M more antigen tests in the next month, I am concerned that the predominant use case for these tests doesn’t fit this kind of test. See this @statnews article.

statnews.com/2022/01/05/stu…
5/ This small study shows that if you are trying to host a gathering, antigen tests can be a porous sieve of asymptomatic infections (false negatives) that can transmit at a high enough rate to infect others.
6/ With the wide-ranging cheap supply of antigen tests in Europe, I wonder if this kind of testing has provided a false confidence that has unintentionally led to even greater transmission of omicron than otherwise would have happened. Hard to tell.
7/ This is why I think there will still be a key role for molecular testing, which is largely limited to large reference labs and POC PCR machines. But why not a molecular test with the convenience of antigen tests at a compelling price point that could be done at home?
8/ Some history: with great fanfare, the NIH Rapid Acceleration of Diagnostics Initiative (RADx) launched in April 2020 with the goal of deploying millions of tests per week by fall 2020 through a "Shark Tank" fast-track competition to distribute $1.5 Bn of funding.
9/ The first winners of the competition won contracts worth ~$250 M in July 2020

POC systems: Mesa, Quidel, Talis
Lab-based systems: Ginkgo, Helix, Fluidigm, Mammoth
10/ Where are we now with these initial ”winners”?

Mesa: acquired by Thermo
Quidel: 70M antigen tests/month (spoken for above)
Talis: EUA in Nov ’21
Gingko: pooled testing for schools
Helix: 100k tests/day
Fluidigm: $1-2 M revenues in Q4 ‘21
Mammoth: vapor

No game-changers IMO
11/ There are other MDx companies that have received government support to accelerate and scale up. Cue Diagnostics is probably one of the more prominent examples with a pretty unbelievable $481 M from HHS and DoD to scale up.

mobihealthnews.com/news/cue-healt…
12/ A promise from Cue of 100,000 tests/day by March ’21 has become 60,000 tests/day by Nov ’21, which is a drop in the bucket compared to the deluge of demand for home testing (4M/day). Much of this capacity goes to high-end customers like Google employees.
13/ There is a gap in the market for a low-cost, high-sensitivity, rapid test that can be produced at mass volumes (upper-right of the chart below).
14/ I have some hopes for @DetectTest, which RADx funded last October.

theverge.com/2021/12/22/228…
15/ For many of these smaller home Dx companies, there was always a “next chapter” problem of “what will you do when COVID is over?”, which I imagine is less of a barrier these days to raising capital.
16/ A molecular platform in the home that achieves scale will become one of the larger companies in healthcare, but that scale needs to be in the millions, not thousands, for it to have the impact we need right now.

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More from @cha_myoung

1 Jan
1/ There are a lot of takes that this omicron wave will bring us closer to “normal” in 2022 when COVID will become endemic and be “just like the flu.” A comparison with historical flu seasons shows just how far away this really is and how much longer we may need to go. 🧵
2/ The key societal question is what level of mortality & morbidity do we accept from COVID in the long run. If influenza is the right analogue, then this chart shows that COVID has broken well beyond the baseline and “epidemic” threshold of mortality of prior flu seasons.
3/ “Just like the flu,” you say?

Let’s drill into some US data:
* 11,707 weekly PIC (pneumo, influenza, COVID) deaths since Labor Day
* At the peak of Delta, ~18,000 weekly PIC deaths

This is 3-5x our pre-COVID flu baseline (~3,500 weekly deaths).

cdc.gov/flu/weekly/wee…
Read 18 tweets
29 Dec 21
1/ The great hope right now is that the orals from @pfizer and @Merck are the “silver bullet” that will bring an “end” to omicron and the pandemic. These are amazing new Rx’s, but deploying them properly will be way harder than people think. 🧵
2/ We now have another weapon in the toolkit with oral pills that do not have the same burdensome requirements of mAbs. ~90% risk reduction from Pfizer’s Paxlovid in high-risk patients is indeed excellent. pfizer.com/news/press-rel…
3/ The FDA EUA for Paxlovid specifies that the treatment must be administered within 5 days of symptoms. The name of the game here is speed: the longer the treatment start is from symptom onset, the less impact these orals will likely have.
Read 18 tweets
27 Dec 21
1/ Lots of questions on why I think we could be in the early part of the COVID decade. Tons of focus right now on omicron, but not many talking about the long game. This isn’t a deterministic prediction but a scenario very few policymakers are willing to talk about openly. 🧵
2/ At almost every turn of this pandemic, numerous experts have declared that the end of the pandemic is near, if we can only hold on for a few weeks or months. This has raised a lot of false hope over the last couple years.
3/ With omicron, some experts are declaring that this last wave will spell the end of the pandemic in 2022.
Read 22 tweets
24 Dec 21
1/ With the omicron surge, I have had more friends send me screenshots of exposure notifications (EN) in the last week than I have in the last year. Here are some reflections based on the work I led at @Apple working with @Google and some thoughts on the road ahead. 🧵
2/EN was one of the most exciting projects I have ever worked on with an unbelievable amount of technical talent at both companies deployed to deliver in a matter of months. (Recent gathering of a small subset of the crew below)
3/ As we worked on the effort, it became clear to me that public health agencies did not fully grasp the power of the technology as a way to massively augment more traditional NPIs.
Read 25 tweets
21 Aug 21
1/ Some thoughts on the #healthcareishard theme from last week based on my recent experiences at @Apple and now at @CarbonHealth 👇🏻
2/ The struggle is real, but this is true for anyone trying to make a dent in healthcare, whether at a startup or a large tech company. So I agree with @chrissyfarr, the takeaway isn’t “Health care is hard.” Of course it’s hard.
3/ There are a few important things that make it different living inside a tech company (and quite frankly any large company) versus a startup:
Read 25 tweets
21 Aug 21
1/ Not many people would call healthcare a hyper-growth market, but @CarbonHealth has figured out a model that people love and a flywheel that few companies in healthcare have tapped into.
2/ Patient volumes have grown more than 100% in the last six months, most of which has been driven by consumer word of mouth and patients who come back to visit us.
3/ “At the height of the pandemic, the clinic saw as many as 120 patients in a day, almost all of them for Covid testing and treatment. Now they see maybe 60 patients per day, for everything from Covid tests to women's health to basic checkups.”
Read 4 tweets

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