Josh Levy's Avatar

Josh Levy

@josh-levy.bsky.social

Virus spread and evolution + connection to behavior. @Scripps Research, CA.

231 Followers  |  194 Following  |  27 Posts  |  Joined: 19.11.2024  |  1.861

Latest posts by josh-levy.bsky.social on Bluesky

Preview
Gunman in Deadly C.D.C. Shooting Fixated on Covid Vaccine, Officials Say

The shooting at the CDC in Atlanta, which killed a police officer, followed the spread of false information around Covid vaccines and animosity directed at the agency, public health workers say.

www.nytimes.com/2025/08/09/u...

09.08.2025 19:33 β€” πŸ‘ 102    πŸ” 34    πŸ’¬ 6    πŸ“Œ 3

"Vought & his cronies are shitting bureaucratic nukes & wiping their asses with the Constitution. This Executive Order is egregiously unlawful. It is a flagrant attempt to kill scientific research & education & exact economic ruin in service of corruption & the erosion of democratic norms."

08.08.2025 15:50 β€” πŸ‘ 40    πŸ” 20    πŸ’¬ 0    πŸ“Œ 1

It’s been quite a while… but we’re glad to report our San Diego wastewater dashboard is back up and running!

08.08.2025 12:11 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Real-time, multi-pathogen wastewater genomic surveillance with Freyja 2 Case-based infectious disease surveillance is fundamental to public health, but is resource-intensive, logistically complex, and prone to sampling bias. Wastewater testing and sequencing have increasi...

@kevinlibuit.bsky.social & @curtiskapsak.bsky.social were two of the co-authors on a new paper on Freyja 2 β€” a bioinformatics tool for real-time, multi-pathogen wastewater surveillance.

Read about it here: www.medrxiv.org/content/10.1...

04.08.2025 15:12 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Preview
Childhood Vaccination Rates Have Dropped Again, C.D.C. Data Shows

New federal data shows that vaccination rates among American children entering kindergarten fell during the 2024-25 school year, extending a worrying trend that began during the Covid-19 pandemic.

www.nytimes.com/2025/07/31/h...

31.07.2025 21:54 β€” πŸ‘ 192    πŸ” 100    πŸ’¬ 21    πŸ“Œ 12
Preview
Home - Modjadji

Lots more to come on that, and on the deployment of Freyja at the global scale soon! For more info on Freyja and Modjadji:

github.com/andersen-lab...

modjadji.info

31.07.2025 19:16 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
GitHub - andersen-lab/Freyja-barcodes Contribute to andersen-lab/Freyja-barcodes development by creating an account on GitHub.

We’re continuing to expand the number of pathogens we support for Freyja (github.com/andersen-lab...), and developing corresponding low-cost and highly sensitive amplicon sequencing schemes as our Modjadji initiative (including @scalene.bsky.social ‬ and @chris.primalscheme.com

31.07.2025 19:16 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

Although the metadata is far from perfect, we find that many samples contain multiple sub-lineages, and that this diversity increases as you’d expect milk < bulk tank < retail.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

For H5N1, we used publicly available milk sequencing, contributed by USDA and academic labs across the US, derived from β€œmilk” from individual cows, to β€œbulk tanks” with milk from many cows, up to β€œretail milk” with milk from many cows and many farms.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

We deployed this approach to track MPXV in Germany and Influenza A/H5N1 sequencing in the US from 2022 and 2024. While we found MPXV sequencing didn't recover lineage mixtures, Freyja 2 uncovered candidate sublineages (not resolvable due to low genomic coverage) that were likely circulating.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Our next step was to generalize this approach to other pathogens. To do this, we built workflows to extract lineage-defining mutation definitions, and convert those into β€œbarcode” format for Freyja use. We’ve done this for MPXV, RSV, H5N1, and more, and our workflow is freely available.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

We also incorporated a method to calculate lineage-specific growth advantage from longitudinal wastewater sequencing. Using data collected as part of SEARCH efforts in San Diego, we found Freyja 2 recovers growth advantages including for JN.1 that match literature results from clinical estimates.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

We find these improvements drastically reduce the number of false positives, improve accuracy, and overall provide a more realistic portrayal of the data on hand, and what can be claimed about it.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Noting the many approaches and platforms used to sequence SARS-CoV-2 in wastewater, we established functionality that accounts for incomplete coverage in sequencing (making some lineages indistinguishable), and adaptive regularization that allows for Freyja 2 to account for empirical error rates.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Working with awesome groups like Theiagen and STaPH-B, we made Freyja 2 accessible to a broad range of users, including through drag and drop automated result generation via Terra/Galaxy (great for labs with limited bioinformatics experience), conda, and Docker containers.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Post image

Now to the paper: By leveraging the wealth of amazing resources for tracking the evolution of SARS-CoV-2, we established automated pipelines that keep analyses in line with the most recent pango designations, and allow users to access that information effectively immediately.

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Freyja has become widely used for tracking of SARS-CoV-2 dynamics in public health labs across the world, we've slowly introduced lots of new features- often as a result of community feedback, so many thanks to all who have reached out via email/github issues/ slack over the past few years!

31.07.2025 19:16 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
Real-time, multi-pathogen wastewater genomic surveillance with Freyja 2 Case-based infectious disease surveillance is fundamental to public health, but is resource-intensive, logistically complex, and prone to sampling bias. Wastewater testing and sequencing have increasi...

A few days ago we preprinted our Freyja 2 paper, describing the expansion of our original Freyja method to a real-time, multi-pathogen surveillance tool to track pathogen lineage prevalence and dynamics from sequencing of wastewater and other complex samples (like milk). 🧡
Β doi.org/10.1101/2025...

31.07.2025 19:16 β€” πŸ‘ 31    πŸ” 9    πŸ’¬ 1    πŸ“Œ 0

The NIH’s 2024 budget of just under $37B generated $95B in economic activity in 2024 alone. 99.4% of new pharmaceuticals approved from 2010-2019 came from NIH-funded research. I’m hard pressed to think of anything that generates as much direct economic benefit as our NIH did before they destroyed it

27.07.2025 22:49 β€” πŸ‘ 2624    πŸ” 966    πŸ’¬ 82    πŸ“Œ 27

What do you know, Mother Nature is up to her usual gain-of-function virology tricks again and is making new coronaviruses in wild Australian bats.

23.07.2025 00:58 β€” πŸ‘ 89    πŸ” 28    πŸ’¬ 6    πŸ“Œ 1
Post image Post image Post image

I think it's safe to say that we're probably in the beginning of what will become this summer's COVID-19 wave(let) - and if I had to take a guess, likely a relatively mild one.

This is based on test positivity, wastewater surveillance from SSI Denmark and US CDC. All πŸ“ˆ.

Links below.

22.07.2025 01:58 β€” πŸ‘ 47    πŸ” 13    πŸ’¬ 2    πŸ“Œ 1
Preview
About - Andersen Lab Learn more about the Andersen Lab, as well as jobs and career opportunities.

Are you looking for a Postdoc or Research Programmer position? Want to work as part of highly collaborative infectious disease programs that have direct relevance to global health?

Well, we got you covered!

Learn more πŸ‘‡

andersen-lab.com/about/

15.07.2025 13:01 β€” πŸ‘ 32    πŸ” 21    πŸ’¬ 1    πŸ“Œ 2
Post image

I know RFK Jr. has assembled a quack crew to concoct a study showing otherwise but here is an new important large cohort study of over 1.2 million children in Denmark showing no association Aluminum adsorbed vaccines and chronic dz in childhood including autism.
www.acpjournals.org/doi/10.7326/...

14.07.2025 23:14 β€” πŸ‘ 521    πŸ” 203    πŸ’¬ 11    πŸ“Œ 11

Because disinformation & lies have drowned out experts like Dr. Titanji and her colleagues who provide evidence-based clinical care vs and who genuinely care about people’s health. Flooding the zone with bullshit drowns truth.

We need to stop playing defense & start fighting the propagandists.

14.07.2025 01:18 β€” πŸ‘ 169    πŸ” 27    πŸ’¬ 4    πŸ“Œ 0

Absolutely astounding paper about a recombinant feline-canine coronavirus. What is so fascinating is how the canine coronavirus spike gene recombines into the feline coronavirus. The breakpoints so closely track the gene.... it's just remarkable selection.

10.07.2025 18:29 β€” πŸ‘ 51    πŸ” 17    πŸ’¬ 4    πŸ“Œ 0
Post image

Summary Table of the massive defunding of biomedical research in the United States
www.nytimes.com/interactive/...

06.07.2025 15:13 β€” πŸ‘ 1569    πŸ” 1025    πŸ’¬ 59    πŸ“Œ 76

🚨 MEASLES OUTBREAK IN U.S.: WORST YEAR SINCE DISEASE WAS ERADICATED

A disease once eliminated in the U.S. is now roaring back. And we just hit a chilling milestone.

1/

05.07.2025 21:30 β€” πŸ‘ 13115    πŸ” 4514    πŸ’¬ 629    πŸ“Œ 246
Post image Post image Post image Post image

Cambodia has confirmed its 9th and 10th human cases of H5N1 bird flu this year. 6 of these cases occurred in June alone. Sadly, 6 people have died in 2025. πŸ§ͺπŸ§¬πŸ¦ πŸ”¬πŸ₯ΌπŸ˜·πŸ“πŸ’‰

29.06.2025 10:24 β€” πŸ‘ 27    πŸ” 16    πŸ’¬ 3    πŸ“Œ 1

Destroying institutions and programs that drive American innovation, give hope to the sick and their families, and support the most vulnerable Americans.

And for what? Tax cuts for the rich, masked police with limited accountability, and a bigger deficit.

Horrendous.

30.06.2025 01:04 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

Quick thread on the WHO's SAGO report on the origins of COVID-19, highlighting key points and even *new* data.

Their summary is that a zoonotic origin of COVID-19 is best supported by available data. This is consistent with most scientific reviews and statements in the rest of the literature.

28.06.2025 00:09 β€” πŸ‘ 166    πŸ” 82    πŸ’¬ 7    πŸ“Œ 12

@josh-levy is following 20 prominent accounts