π¨Β New preprint π¨
My phage annotation tool, Phynteny, finally has a preprint and a brand new version powered by a cool AI transformer architecture and protein language models! #phagesky
www.biorxiv.org/content/10.1...
@kranzuschlab.bsky.social
Harvard Medical School, Dana Farber Cancer Institute https://kranzuschlab.med.harvard.edu
π¨Β New preprint π¨
My phage annotation tool, Phynteny, finally has a preprint and a brand new version powered by a cool AI transformer architecture and protein language models! #phagesky
www.biorxiv.org/content/10.1...
We wrote a review on the free nucleotide pool as a central playground in human, bacterial, and plant immunity β now out in Nature Reviews in Immunology
www.nature.com/articles/s41...
Was fun to write this piece with Dina Hochhauser!
Here is a thread to explain the premises
1/
NEW Review from @soreklab.bsky.social @dinahoch.bsky.social explains how immune pathways manipulate the availability of nucleotides, chemically modify nucleotides to generate immune signalling molecules, and produce altered nucleotides that poison viral replication
#immunosky #microsky #phagesky
Very proud to have our labβs first work published in @cp-cellhostmicrobe.bsky.social!
In this work, we use functional metagenomics to find phage defenses from human and soil microbiomes!
Congrats to first author @luis840alberto.bsky.social !
www.cell.com/cell-host-mi...
(1/3)
Recurrent acquisition of nuclease-protease pairs in antiviral immunity https://www.biorxiv.org/content/10.1101/2025.07.28.667249v1
29.07.2025 04:17 β π 9 π 6 π¬ 0 π 1Thrilled to see our Kiwa story out today! A membrane-associated supercomplex that senses infection and blocks replication and transcription.
www.cell.com/cell/fulltex...
Huge congratulations to Yi and Zhiying for bringing it home, to Thomas for starting us off, and to all the collaborators.
First preprint from the Nemudryi Lab! πΎ
In this work, we link antiviral immunity in bacteria and humans by showing that homologs of human Schlafen nucleases protect bacteria from phages.
www.biorxiv.org/content/10.1...
Many components of human immunity evolved from ancient pathways in bacteria. A beautiful story from @audeber.bsky.social⬠@enzopoirier.bsky.social⬠leverages this evolutionary connection to discover SIRal as a signaling protein in animal TLR-mediated innate immunity.
www.science.org/doi/10.1126/...
Exciting study with both phage gene essentiality maps and mutant analysis for many recently described phage defense systems. Especially interesting results for phage proteins that induce RADAR dATP>dITP conversion!
23.07.2025 16:22 β π 4 π 1 π¬ 0 π 0Astounding new structure of a nucleotide immune signal degrading enzyme. The field has found enzymes with this function that look like nucleases, enzymes that look like nucleotide binding proteins, even enzymes that look like proteases... but never a fold like this!
www.biorxiv.org/content/10.1...
Clover joins a surprising set of systems using inhibitory nucleotide signals. See MISS/Panoptes @benadler.bsky.social @erinedoherty.bsky.socialβ¬ @aesully98.bsky.socialβ¬ and Hailong @joelmjtan.bsky.socialβ¬
www.nature.com/articles/s41...
www.biorxiv.org/content/10.1...
www.biorxiv.org/content/10.1...
Named after the four-leaf clover architecture of CloA revealed by Sonomiβs cryo-EM structures, Clover senses dTTP to detect viral enzymes that increase nucleotide abundance and is also self-inhibited by the nucleotide signal p3diT that restrains activation to prevent immune-associated toxicity.
17.07.2025 20:38 β π 1 π 0 π¬ 1 π 0A new preprint led by Sonomi Yamaguchi in our lab describes a bacterial anti-phage defense system named Clover that uses nucleotide signals to both activate and inhibit host immunity.
www.biorxiv.org/content/10.1...
Beautiful new story on Type III CRISPR from the White and Gloster Labs. SAM-AMP continues to be an incredibly surprising nucleotide signal in phage defense!
academic.oup.com/nar/article/...
π’Preprint out!
Excited to share my final work from the @soreklab.bsky.social!
We mined phage dark matter using structural features shared by anti-defense proteins (viral tools that help phages bypass bacterial immunity) to guide discovery.
Found 3 new families targeting immune signaling!
Preprint: βStructural modeling reveals viral proteins that manipulate host immune signalingβ
Using AI-guided structural modeling, we find new families of viral proteins that sequester or cleave host immune signaling molecules
Congrats Nitzan Tal!
www.biorxiv.org/content/10.1...
Some nuclease-NTPase systems cleave all DNA targets and others are more specific. Each system requires all complex subunits for target cleavage. Check out Figure 5 for a summary of our data and results in the field that we hope will serve as a guide for others studying these types of systems. (7/7)
15.07.2025 14:25 β π 2 π 0 π¬ 0 π 0In every system we tested, nuclease and NTPase subunits combine to form large protein complexes. We used mass photometry to create experimentally guided structural models and deep sequencing to define cleavage site specificities. (6/7)
15.07.2025 14:25 β π 0 π 0 π¬ 1 π 0Our large-scale comparative analysis defines shared molecular features of 16 nuclease-NTPase defense systems. Using the @aharms485.bsky.socialβ¬ BASEL phage collection, we show that these systems can exhibit broad anti-phage defense or specific targeting of individual phage families. (5/7)
15.07.2025 14:25 β π 0 π 0 π¬ 1 π 0Nuclease-NTPase systems comprise >10% of recently identified anti-phage defense operons, including AbpAB, Azaca, PD-T4-4, Mokosh, and Menshen. Are other nuclease-NTPase systems similar to Gabija or Hachiman? Can we define the general principles controlling this type of antiviral defense? (4/7)
15.07.2025 14:25 β π 0 π 0 π¬ 1 π 0Structures of Gabija from our group and the Zhu, Wang, Fu, and Wei labs explained how nuclease and NTPase subunits assemble into a supramolecular complex to control phage defense, while @doudna-lab.bsky.social structures of Hachiman revealed a 1:1 assembly with distinct DNA cleavage activity. (3/7)
15.07.2025 14:25 β π 1 π 0 π¬ 1 π 0Previously, @soreklab.bsky.social discovered diverse defense operons in bacteria including systems they named Gabija and Hachiman β both two gene operons that each encode a nuclease and a partnering NTPase-superfamily protein. (2/7)
15.07.2025 14:25 β π 3 π 1 π¬ 1 π 0Starting the lab Bluesky account to share a preprint from @aragucci.bsky.social and @sadieantine.bsky.socialβ¬ that reveals molecular principles shared across diverse nuclease-NTPase anti-phage defense systems in bacterial immunity (1/7)
www.biorxiv.org/content/10.1...