Verena
@viralemergence.org
🦠 Yale-based, NSF-funded Institute for pandemic prediction.
💻 How we do it: data, biology, AI, and team science.
⚖️ Why we do it: scientific discoveries and global health security.
➡️ See more at viralemergence.org.
💻 How we do it: data, biology, AI, and team science.
⚖️ Why we do it: scientific discoveries and global health security.
➡️ See more at viralemergence.org.
Pinned
Verena
@viralemergence.org
· Jun 2
An update from the team on the uncertain future of our program and the impact of NSF budget cuts. Please share and reach out 🦠
Reposted by Verena
A long-term dream of mine has been to bridge @viralemergence.org's work on AI/ML-driven viral risk assessment with AI/ML-driven work on drug discovery. This would make a great topic for this fellowship here at Yale! If you're interested in applying, reach out. medicine.yale.edu/biomedical-d...
Yale University and Boehringer Ingelheim Biomedical Data Science Fellowship Program
Yale University, in partnership with Boehringer Ingelheim, one of the world’s leading pharmaceutical companies, launched in 2021 a Biomedical Data Science
medicine.yale.edu
February 2, 2026 at 5:30 PM
A long-term dream of mine has been to bridge @viralemergence.org's work on AI/ML-driven viral risk assessment with AI/ML-driven work on drug discovery. This would make a great topic for this fellowship here at Yale! If you're interested in applying, reach out. medicine.yale.edu/biomedical-d...
We're looking for a full-stack developer! Help us build the best open data platforms for pandemic prediction in the world.
Probably a short-term contract, but if you're looking for a full-time gig, let's talk. Inquire within: www.viralemergence.org/blog/were-hi...
Probably a short-term contract, but if you're looking for a full-time gig, let's talk. Inquire within: www.viralemergence.org/blog/were-hi...
We’re Hiring! — Verena
The Verena Institute is looking for a full stack developer or full stack development team (hereafter, the “Supplier”) to assist with the maintenance, documentation, and development of the Pathogen H...
www.viralemergence.org
January 17, 2026 at 7:29 PM
We're looking for a full-stack developer! Help us build the best open data platforms for pandemic prediction in the world.
Probably a short-term contract, but if you're looking for a full-time gig, let's talk. Inquire within: www.viralemergence.org/blog/were-hi...
Probably a short-term contract, but if you're looking for a full-time gig, let's talk. Inquire within: www.viralemergence.org/blog/were-hi...
Reposted by Verena
we're excited to share that Proceedings B has also come on board for listing PHAROS as a recommended repository for open wildlife pathogen and parasite testing data! thanks to @royalsociety.org for the support. @viralemergence.org
royalsocietypublishing.org/rspb/pages/f...
royalsocietypublishing.org/rspb/pages/f...
For Authors | Proceedings B | The Royal Society
For Authors | Proceedings B | The Royal Society
Information for authors
Presubmission enquiries
...
royalsocietypublishing.org
January 15, 2026 at 8:24 PM
we're excited to share that Proceedings B has also come on board for listing PHAROS as a recommended repository for open wildlife pathogen and parasite testing data! thanks to @royalsociety.org for the support. @viralemergence.org
royalsocietypublishing.org/rspb/pages/f...
royalsocietypublishing.org/rspb/pages/f...
Exciting news to start 2026: for the first time ever, the PHAROS repository for wildlife disease surveillance is a journal-recommended home for your archived data!
Thanks to Integrative and Comparative Biology for taking the leap with us 🦠🔢➡️🌎💻💫 academic.oup.com/icb/pages/Ge...
Thanks to Integrative and Comparative Biology for taking the leap with us 🦠🔢➡️🌎💻💫 academic.oup.com/icb/pages/Ge...
General_Instructions
Instructions for Authors
Authors who publish their papers under our open access model or who are NIH-funded will have their paper automatically depos
academic.oup.com
January 5, 2026 at 8:52 PM
Exciting news to start 2026: for the first time ever, the PHAROS repository for wildlife disease surveillance is a journal-recommended home for your archived data!
Thanks to Integrative and Comparative Biology for taking the leap with us 🦠🔢➡️🌎💻💫 academic.oup.com/icb/pages/Ge...
Thanks to Integrative and Comparative Biology for taking the leap with us 🦠🔢➡️🌎💻💫 academic.oup.com/icb/pages/Ge...
Reposted by Verena
🚨 Exciting new work out today led by @carolinecummings.bsky.social! Do bats host deadly viruses? Yes - but only specific bats (that just happen to be found in a lot of places!). Challenging some big ideas in the zoonosis world with data. Well done Caroline and team!!
just in time for #batweek --Phylogenetic and ML analyses show that viral epidemic potential is not uniform among bats: virulence, transmissibility, and death burden cluster within distinct clades.🦇@carolinecummings.bsky.social @colincarlson.bsky.social @viralemergence.org go.sn.pub/acnbg1
October 30, 2025 at 2:57 PM
🚨 Exciting new work out today led by @carolinecummings.bsky.social! Do bats host deadly viruses? Yes - but only specific bats (that just happen to be found in a lot of places!). Challenging some big ideas in the zoonosis world with data. Well done Caroline and team!!
Reposted by Verena
Last week, we were lucky to host an international workshop on Pandemic Risk Scenarios for the 21st Century, with generous support from PAX sapiens and @viralemergence.org. Lots of lessons learned from climate and biodiversity science on how to design useful models and imagine better futures!
September 22, 2025 at 6:20 PM
Last week, we were lucky to host an international workshop on Pandemic Risk Scenarios for the 21st Century, with generous support from PAX sapiens and @viralemergence.org. Lots of lessons learned from climate and biodiversity science on how to design useful models and imagine better futures!
Reposted by Verena
🦇🦠 New preprint - in a long-term effort led by the amazing @mayajuman.bsky.social, we've shown that the ML tools developed by @viralemergence.org let us efficiently screen museum collections for pathogens with pandemic potential
🎉🔓 www.biorxiv.org/content/10.1...
🎉🔓 www.biorxiv.org/content/10.1...
Museum collections and machine learning guide discovery of novel coronaviruses and paramyxoviruses
Natural history museum collections are valuable but underutilized resources for viral discovery, offering opportunities to test hypotheses about viral occurrence across space, time, and taxonomic grou...
www.biorxiv.org
September 22, 2025 at 6:46 PM
🦇🦠 New preprint - in a long-term effort led by the amazing @mayajuman.bsky.social, we've shown that the ML tools developed by @viralemergence.org let us efficiently screen museum collections for pathogens with pandemic potential
🎉🔓 www.biorxiv.org/content/10.1...
🎉🔓 www.biorxiv.org/content/10.1...
Reposted by Verena
Excited to share our study reporting the first Sin Nombre virus (SNV) genome sequences from the Northwestern U.S., and the first ever from a vole host.
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
First Sin Nombre virus (Orthohantavirus sinnombreense) genome sequences from the Northwestern United States
We report the first Sin Nombre virus (SNV) genome sequences from the Northwestern United States and the first SNV sequences recovered from voles. Analysis of samples collected from 189 individual rode...
www.biorxiv.org
September 17, 2025 at 3:48 PM
Excited to share our study reporting the first Sin Nombre virus (SNV) genome sequences from the Northwestern U.S., and the first ever from a vole host.
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
Reposted by Verena
Honored to be featured in WSU’s “Q&A with a Graduate Student.” I talk about my path, current work, and the role of mentorship (special mention to my PI, @stephseifertphd.bsky.social) and collaboration in advancing my research goals. Full Q&A: vetmed.wsu.edu/qa-with-grad...
Q&A with graduate student Ricardo Rivero
WSU graduate student Ricardo Rivero is working to uncover the rules that govern how viruses evolve — insights that could one day help predict viral behavior and guide public health responses. A PhD st...
vetmed.wsu.edu
September 13, 2025 at 8:14 PM
Honored to be featured in WSU’s “Q&A with a Graduate Student.” I talk about my path, current work, and the role of mentorship (special mention to my PI, @stephseifertphd.bsky.social) and collaboration in advancing my research goals. Full Q&A: vetmed.wsu.edu/qa-with-grad...
Reposted by Verena
New preprint! 🥳🎉 We looked at viral coinfection patterns at the largest scale ever in wildlife. We found a strong association among CoVs, PMVs, and influenza A, and higher coinfection rates in wildlife trade; plus, evidence that bats accumulate persistent infections. www.biorxiv.org/content/10.1...
September 10, 2025 at 12:36 PM
New preprint! 🥳🎉 We looked at viral coinfection patterns at the largest scale ever in wildlife. We found a strong association among CoVs, PMVs, and influenza A, and higher coinfection rates in wildlife trade; plus, evidence that bats accumulate persistent infections. www.biorxiv.org/content/10.1...
Reposted by Verena
v1.0.0 of CoinfectionSimulator.jl is out! I think I'm starting to get a feel for coding in #JuliaLang style. You can use this simulator to model multiple directly transmitted infections in a host population, including different disease types and interactions between them. github.com/japilo/Coinf...
Release v1.0.0 · japilo/CoinfectionSimulator.jl
This version is more Julian in structure, and uses abstract types to manage simulation parameters, host populations, and disease strains. The simulations are more broken down into a network of help...
github.com
August 14, 2025 at 7:56 PM
v1.0.0 of CoinfectionSimulator.jl is out! I think I'm starting to get a feel for coding in #JuliaLang style. You can use this simulator to model multiple directly transmitted infections in a host population, including different disease types and interactions between them. github.com/japilo/Coinf...
Reposted by Verena
Like I said: a small part of a much bigger project, which I'll let @faustobustos.bsky.social tell you about - including a much longer-term effort to figure out how to improve WHO and PAHO case definitions / syndromic surveillance / clinical treatment for very hard to distinguish endemic arboviruses.
August 6, 2025 at 2:25 PM
Like I said: a small part of a much bigger project, which I'll let @faustobustos.bsky.social tell you about - including a much longer-term effort to figure out how to improve WHO and PAHO case definitions / syndromic surveillance / clinical treatment for very hard to distinguish endemic arboviruses.
Reposted by Verena
One thing that makes this project special to me - Fausto and I adapted these algorithms from the @viralemergence.org codebase, where we've been using them to predict wildlife reservoirs of viruses like coronaviruses, hantaviruses, and paramyxoviruses. 🦇🦠🔓 www.thelancet.com/journals/lan...
Optimising predictive models to prioritise viral discovery in zoonotic reservoirs
Despite the global investment in One Health disease surveillance, it remains difficult
and costly to identify and monitor the wildlife reservoirs of novel zoonotic viruses.
Statistical models can guid...
www.thelancet.com
August 6, 2025 at 2:29 PM
One thing that makes this project special to me - Fausto and I adapted these algorithms from the @viralemergence.org codebase, where we've been using them to predict wildlife reservoirs of viruses like coronaviruses, hantaviruses, and paramyxoviruses. 🦇🦠🔓 www.thelancet.com/journals/lan...
Reposted by Verena
Just another example among many of how NSF's investment in our Center - and specifically, in a program that uses open science and the good, ethical, runs-on-your-laptop, pre-chatbot kind of AI/ML to understand fundamental biology - has had broader benefits for public health and clinical medicine.
August 6, 2025 at 2:31 PM
Just another example among many of how NSF's investment in our Center - and specifically, in a program that uses open science and the good, ethical, runs-on-your-laptop, pre-chatbot kind of AI/ML to understand fundamental biology - has had broader benefits for public health and clinical medicine.
Reposted by Verena
NEW! 🚨🦠 We trained ML algorithms to identify the clinical presentations that best distinguish pediatric dengue, chikungunya, and Zika. One notable finding: afebrile dengue may be being missed. A small part of a big project led by @faustobustos.bsky.social, out now 🔓 www.thelancet.com/journals/lan...
August 6, 2025 at 2:22 PM
NEW! 🚨🦠 We trained ML algorithms to identify the clinical presentations that best distinguish pediatric dengue, chikungunya, and Zika. One notable finding: afebrile dengue may be being missed. A small part of a big project led by @faustobustos.bsky.social, out now 🔓 www.thelancet.com/journals/lan...
Reposted by Verena
The next release will be a major one that makes the package more Julian, as per some helpful comments by @ctrlalttim.com. I may have learned the basics of coding in Julia, but I'm still teaching myself to think beyond my R approach to scientific programs and organize my code differently.
July 30, 2025 at 4:51 PM
The next release will be a major one that makes the package more Julian, as per some helpful comments by @ctrlalttim.com. I may have learned the basics of coding in Julia, but I'm still teaching myself to think beyond my R approach to scientific programs and organize my code differently.
Reposted by Verena
v 0.3.0 of CoinfectionSimulator.jl is out, now with a more logical implementation of species pair interaction strength in `prep_interaction_matrix`. github.com/japilo/Coinf...
Release v0.3.0 · japilo/CoinfectionSimulator.jl
Version 0.3.0 has improved implementation of interaction strengths in prep_interaction_matrix.
Previously, interaction_strength determined the standard deviation of draws from a normal distribution...
github.com
July 30, 2025 at 4:51 PM
v 0.3.0 of CoinfectionSimulator.jl is out, now with a more logical implementation of species pair interaction strength in `prep_interaction_matrix`. github.com/japilo/Coinf...
Reposted by Verena
5️⃣ Since 2023, discussions about creating an "IPCC for Pandemics" have been taken up by the UN Foundation, the National Academy of Medicine, and academic orgs like Fiocruz and Verena. Now the fight heads to Geneva. If the ball doesn't start rolling at World Health Assembly 2026, expect it in 2027.
July 17, 2025 at 2:03 PM
5️⃣ Since 2023, discussions about creating an "IPCC for Pandemics" have been taken up by the UN Foundation, the National Academy of Medicine, and academic orgs like Fiocruz and Verena. Now the fight heads to Geneva. If the ball doesn't start rolling at World Health Assembly 2026, expect it in 2027.
Reposted by Verena
🚨 Very, very big news. Today, a global coalition - including members of the IPCC, IPBES, and WHO expert advisors, as well as independent virologists, epidemiologists, and lawyers - started the process of creating an "IPCC for Pandemics."
🔓 www.thelancet.com/journals/lan...
🧵 Five things to know 👉
🔓 www.thelancet.com/journals/lan...
🧵 Five things to know 👉
July 17, 2025 at 1:28 PM
🚨 Very, very big news. Today, a global coalition - including members of the IPCC, IPBES, and WHO expert advisors, as well as independent virologists, epidemiologists, and lawyers - started the process of creating an "IPCC for Pandemics."
🔓 www.thelancet.com/journals/lan...
🧵 Five things to know 👉
🔓 www.thelancet.com/journals/lan...
🧵 Five things to know 👉
Reposted by Verena
👋 We’re still collecting responses!! We’d love your input if you’re in an adjacent field — already seeing some super cool questions that make me so excited for the workshop.
Viral -ologists of all kinds - molecular, ecological, evolutionary - if you haven't yet, consider joining our horizon scan study and help us identify 100 questions that are guiding where your field is going! Fill in the survey and get an invite to a workshop:
📝 airtable.com/appTW4ZoSFjR...
📝 airtable.com/appTW4ZoSFjR...
Airtable | Everyone's app platform
Airtable is a low-code platform for building collaborative apps. Customize your workflow, collaborate, and achieve ambitious outcomes. Get started for free.
airtable.com
July 16, 2025 at 5:59 PM
👋 We’re still collecting responses!! We’d love your input if you’re in an adjacent field — already seeing some super cool questions that make me so excited for the workshop.
Reposted by Verena
Newest software stuff from team @viralemergence.org and maybe the most widely-useful thing we've developed? Huge congrats to Alexander and Steph, this is such an amazing bioinformatics tool. (Just wait until you see what they're doing with it!)
🚨 Our team just released a reproducible Docker pipeline for RNAseq assembly and annotation designed for nonmodel organisms!
We're using it to explore how bats manage viral infections, but it's built for broad utility in wildlife transcriptomics. @viralemergence.org
www.biorxiv.org/content/10.1...
We're using it to explore how bats manage viral infections, but it's built for broad utility in wildlife transcriptomics. @viralemergence.org
www.biorxiv.org/content/10.1...
TATAT: a containerized software for generating annotated coding transcriptomes from raw RNA-seq data
Motivation: Many transcriptome creation workflows are not standardized, are difficult to install or share, prone to breaking as dependencies update or cease to be maintained and are resource intensive...
www.biorxiv.org
July 14, 2025 at 7:06 PM
Newest software stuff from team @viralemergence.org and maybe the most widely-useful thing we've developed? Huge congrats to Alexander and Steph, this is such an amazing bioinformatics tool. (Just wait until you see what they're doing with it!)
Reposted by Verena
This is a really great project led by two PhD students in our group, and I can already tell it's going to lead to a really fun workshop. Consider participating if you're a virologist / disease ecologist / something more like that than not like that!
Viral -ologists of all kinds - molecular, ecological, evolutionary - if you haven't yet, consider joining our horizon scan study and help us identify 100 questions that are guiding where your field is going! Fill in the survey and get an invite to a workshop:
📝 airtable.com/appTW4ZoSFjR...
📝 airtable.com/appTW4ZoSFjR...
Airtable | Everyone's app platform
Airtable is a low-code platform for building collaborative apps. Customize your workflow, collaborate, and achieve ambitious outcomes. Get started for free.
airtable.com
July 16, 2025 at 3:41 PM
This is a really great project led by two PhD students in our group, and I can already tell it's going to lead to a really fun workshop. Consider participating if you're a virologist / disease ecologist / something more like that than not like that!
Reposted by Verena
🚨 Our team just released a reproducible Docker pipeline for RNAseq assembly and annotation designed for nonmodel organisms!
We're using it to explore how bats manage viral infections, but it's built for broad utility in wildlife transcriptomics. @viralemergence.org
www.biorxiv.org/content/10.1...
We're using it to explore how bats manage viral infections, but it's built for broad utility in wildlife transcriptomics. @viralemergence.org
www.biorxiv.org/content/10.1...
TATAT: a containerized software for generating annotated coding transcriptomes from raw RNA-seq data
Motivation: Many transcriptome creation workflows are not standardized, are difficult to install or share, prone to breaking as dependencies update or cease to be maintained and are resource intensive...
www.biorxiv.org
July 14, 2025 at 6:02 PM
🚨 Our team just released a reproducible Docker pipeline for RNAseq assembly and annotation designed for nonmodel organisms!
We're using it to explore how bats manage viral infections, but it's built for broad utility in wildlife transcriptomics. @viralemergence.org
www.biorxiv.org/content/10.1...
We're using it to explore how bats manage viral infections, but it's built for broad utility in wildlife transcriptomics. @viralemergence.org
www.biorxiv.org/content/10.1...
Reposted by Verena
🚨 New publication out today. Bats are over 1480 species. In this latest article, we discuss the diversity within bats and their immune systems. Elegantly led by the Becker and Frank laboratories.
nyaspubs.onlinelibrary.wiley.com/doi/10.1111/...
@danjbecker.bsky.social @bat-lady.bsky.social
nyaspubs.onlinelibrary.wiley.com/doi/10.1111/...
@danjbecker.bsky.social @bat-lady.bsky.social
NYAS Publications
Bats are recognized to have distinct immune systems from other vertebrates that may allow them to host virulent pathogens without showing disease. However, these flying mammals are also incredibly di...
nyaspubs.onlinelibrary.wiley.com
July 3, 2025 at 1:06 PM
🚨 New publication out today. Bats are over 1480 species. In this latest article, we discuss the diversity within bats and their immune systems. Elegantly led by the Becker and Frank laboratories.
nyaspubs.onlinelibrary.wiley.com/doi/10.1111/...
@danjbecker.bsky.social @bat-lady.bsky.social
nyaspubs.onlinelibrary.wiley.com/doi/10.1111/...
@danjbecker.bsky.social @bat-lady.bsky.social
Reposted by Verena
🦠🌿🐦🧪 How can biodiversity monitoring help global efforts in disease surveillance?
With ✨ fantastic ✨ colleagues from @viralemergence.org and the @geobon.org working group on One Health, we try to identify three key lessons for the future.
🧵 A short thread!
academic.oup.com/bioscience/a...
With ✨ fantastic ✨ colleagues from @viralemergence.org and the @geobon.org working group on One Health, we try to identify three key lessons for the future.
🧵 A short thread!
academic.oup.com/bioscience/a...
Biodiversity science and biosurveillance are fellow travelers
The failure to meet the Aichi targets to alleviate global biodiversity decline (Nature 2020) was a wake-up call to the biodiversity monitoring community (T
academic.oup.com
June 30, 2025 at 1:07 PM
🦠🌿🐦🧪 How can biodiversity monitoring help global efforts in disease surveillance?
With ✨ fantastic ✨ colleagues from @viralemergence.org and the @geobon.org working group on One Health, we try to identify three key lessons for the future.
🧵 A short thread!
academic.oup.com/bioscience/a...
With ✨ fantastic ✨ colleagues from @viralemergence.org and the @geobon.org working group on One Health, we try to identify three key lessons for the future.
🧵 A short thread!
academic.oup.com/bioscience/a...