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Spyros Lytras

@spyroslytras

Incoming PI at Institut Pasteur πŸ‡«πŸ‡· Current: Evolutionary Virologist based at the University of Tokyo πŸ‡―πŸ‡΅ πŸ’»πŸ¦ πŸ³οΈβ€πŸŒˆ

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18.11.2024
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Latest posts by Spyros Lytras @spyroslytras

Very cool work! Really pinning down some important hypotheses about virus emergence!

got myself a comment in the nyt article (although @davidlrobertson.bsky.social had the best quote! πŸ‘€)

Archived article link here: archive.md/UjxJ0

10.03.2026 09:25 πŸ‘ 8 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Dynamics of natural selection preceding human viral epidemics and pandemics Using a phylogenetic framework to characterize natural selection, we investigate the hypothesis that zoonotic viruses require adaptation prior to zoon…

There's a common misconception that zoonotic viruses require significant adaptation to jump from animals to cause human epidemics.

Not so πŸ‘‡.

Further, we see clear signs of 1977 flu experiencing cell passage, prior to epidemic.

SARS-CoV-2? Business as usual.

www.sciencedirect.com/science/arti...

06.03.2026 17:33 πŸ‘ 150 πŸ” 67 πŸ’¬ 7 πŸ“Œ 1
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Functional and antigenic constraints on the Nipah virus fusion protein | PNAS Nipah virus is a highly pathogenic virus in the family Paramyxoviridae that utilizes two distinct surface glycoproteins to infect cells. The recept...

In new study led by Brendan Larsen, we map functional constraint across the Nipah virus F protein to define constrained epitopes for antibody targeting and identify mutations that stabilize the prefusion conformation for vaccine immunogens.

www.pnas.org/doi/10.1073/...

25.02.2026 20:40 πŸ‘ 26 πŸ” 11 πŸ’¬ 1 πŸ“Œ 0
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Assistant Professor (Tenure Track) of Computational Immunology

We have an open Assistant Professor position (tenure track) @ethz.ch in Computational Immunology - ethz.ch/en/the-eth-z... Please apply / share!

20.02.2026 16:12 πŸ‘ 18 πŸ” 17 πŸ’¬ 1 πŸ“Œ 0

🀩 🀩 🀩

20.02.2026 22:58 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

It is almost five years since I first applied AlphaFold to a handful of viral proteins.

Today, hundreds of thousands of predictions and many discoveries later, we are delighted to announce the integration of our Viro3D dataset into the @ebi.embl.org and Google DeepMind AlphaFold Database.

18.02.2026 08:22 πŸ‘ 37 πŸ” 11 πŸ’¬ 2 πŸ“Œ 0
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Plus got to do some advertising for the new lab πŸ‘€ πŸ‘€

#strphy26

19.02.2026 05:13 πŸ‘ 19 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0

What a great conference!! Leaving Brisbane inspired about the future of structural phylogenetics!

Thanks again to the organisers @cpuentelelievre.bsky.social @proteinmechanic.bsky.social and Jordan Douglas for an amazing work putting it all together!

19.02.2026 05:13 πŸ‘ 14 πŸ” 3 πŸ’¬ 1 πŸ“Œ 1
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Despite the rainy weather, the seafood is still top notch! πŸ¦ͺ πŸ¦ͺ

15.02.2026 06:52 πŸ‘ 8 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Very excited to be in (slightly rainy until tomorrow β˜”) Brisbane attending the first Australasian Protein Structural Phylogenetics Meeting #strphy26 @strphy.bsky.social

Catch me at my talk tomorrow afternoon or at welcome drinks tonight! πŸ₯‚

15.02.2026 06:52 πŸ‘ 16 πŸ” 2 πŸ’¬ 1 πŸ“Œ 0
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First human #H5N1 case of 2026 in #Cambodia: a 30-year-old man from Kampot province. Sequencing, virus isolation & animal investigations ongoing. Dead chicken at home before onset. Patient has since recovered. πŸ¦ πŸ’‰πŸ˜·πŸ“πŸ₯ΌπŸ”¬πŸ§ͺ

Sequencing, contact tracing, and poultry investigations ongoing.

14.02.2026 13:42 πŸ‘ 15 πŸ” 12 πŸ’¬ 1 πŸ“Œ 0

This work will hopefully form the basis for a lot of the exciting work we will be doing at the (soon to be!) Antigen Evolution & Design laboratory at
@pasteur.fr
πŸ‡«πŸ‡· (coming in June 2026πŸ‘€πŸ‘€)

14.02.2026 06:01 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
IAV HA evotuned pLMs Influenza A virus hemagglutinin evotuned versions of ESM-2 and protT5 with a masked language modelling head added (protT5MLM).

2️⃣A set of bespoke versions of the popular ESM2 and ProtT5 pLMs finetuned on influenza A virus HA sequences.

zenodo.org/records/1489...

14.02.2026 06:01 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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GitHub - spyros-lytras/plm_entropy: A pLM-based metric to assess protein site conservation and variability. A pLM-based metric to assess protein site conservation and variability. - spyros-lytras/plm_entropy

Our paper comes with:

1️⃣The plm_entropy python package for seamlessly applying our method to your own sequences

github.com/spyros-lytra...

14.02.2026 06:01 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We apply this to the influenza a virus HA protein and test how our method performs between different HA subtypes.

14.02.2026 06:01 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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From a sequence alignment one can infer which sites are on average more or less likely to change in a group of related proteins

What we tried here is using pLMs to infer variable or conserved sites for a single sequence, or sequence context.

14.02.2026 06:01 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Inferring context-specific site variation with evotuned protein language models Abstract. Multiple sequence alignments (MSAs) have been traditionally used for making inferences about site-specific diversity in proteins. Recent advancem

Our paper on inferring context dependent entropy using protein language models is officially out in NAR Genomics & Bioinformatics! πŸ§¬πŸ€–

with Adam Strange, Jumpei Ito, and @systemsvirology.bsky.social

academic.oup.com/nargab/artic...

details below...

#NARGAB

14.02.2026 06:01 πŸ‘ 23 πŸ” 9 πŸ’¬ 1 πŸ“Œ 0

Congrats!! πŸŽ‰πŸŽ‰

30.01.2026 08:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Multiple protein structure alignment at scale with FoldMason Protein structure is conserved beyond sequence, making multiple structural alignment (MSTA) essential for analyzing distantly related proteins. Computational prediction methods have vastly extended ou...

FoldMason is out now in @science.org. It generates accurate multiple structure alignments for thousands of protein structures in seconds. Great work by Cameron L. M. Gilchrist and @milot.bsky.social.
πŸ“„ www.science.org/doi/10.1126/...
🌐 search.foldseek.com/foldmason
πŸ’Ύ github.com/steineggerla...

30.01.2026 06:11 πŸ‘ 300 πŸ” 147 πŸ’¬ 4 πŸ“Œ 3

Remember? RNA virus journal club is already this Thursday! 🀩
Join us and join our (RdRp summit) slack (link in the comment):

calendar.app.google/K2fwcsL78K1E...

RNA Virus Journal ClubJoin Zoom Meeting us02web.zoom.us/j/8109697228...
Meeting ID: 810 9697 2281
Passcode: 174610

14.01.2026 09:36 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Great opportunity to learn how to make very cool looking phylogenies by a real tree wizard @evogytis.bsky.social ! πŸŒ²πŸ§™β€β™‚οΈ

Don't miss out!

14.01.2026 09:52 πŸ‘ 8 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

πŸŽ‰ Congratulations to Dr Daniel Weir for recently passing his Viva!

Daniels research explored how influenza A virus infection moves directly between cells, independently of virus particles, focusing on how infection induces the formation of tunnelling nanotube-like structures.

06.01.2026 11:33 πŸ‘ 11 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Congrats to first author Wenye Li and all collaborators, especially the team that collected all the valuable samples in Vietnam! πŸ‡»πŸ‡³ πŸŽ‰

20.12.2025 04:41 πŸ‘ 5 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Bats are thought to have little to no disease from many of their viruses. Our work may shift this paradigm, at least when it comes to SARSr-CoVs and horseshoe bats, since positive selection in the virus receptor would require an evolutionary pressure to lower virus infectivity.

20.12.2025 04:41 πŸ‘ 5 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Taken together, this data is the first direct evidence of SARSr-CoV infection acting as a selective pressure on the receptor of the viruses’ natural reservoir host!

20.12.2025 04:41 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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We further present a cryoEM structure showing how the R. affinis ACE2 site 24 directly interacts with the Ra22QT77 spike receptor-binding domain, explaining its effect on virus infectivity (read more about the evolution of the Ra22QT77 spike and its relatives in the preprint!)

20.12.2025 04:41 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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...while there's geographic separation of the bats with each ACE2 residue, consistent with the R. affinis ACE2 tree.

ACE2 site 24 in particular has evidence of positive selection and has had at least two infectivity-changing substitutions specific to the north bat ACE2 lineage.

20.12.2025 04:41 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Since we know which amino acids differ between the ACE2 proteins, we can model the effect of each amino acid change to the infectivity of each virus spike.

We find that certain ACE2 sites known to be on the ACE2-spike interacting surface clearly virus affect infectivity...

20.12.2025 04:41 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We performed pseudovirus assays using spikes from 36 SARSr-CoV against cells expressing all R. affinis ACE2 genotypes. What we see is surprising variation in how each virus spike can infect each ACE2, even though they all come from the same bat species!

20.12.2025 04:41 πŸ‘ 3 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

Interestingly, despite all bats being from the same species, there were 15 unique ACE2 genotypes in our samples, suggesting that there's substantial intraspecies diversity in the ACE2 proteins.

So we asked, could this diversity affect how SARSr-CoVs infect these bats? πŸ€”

20.12.2025 04:41 πŸ‘ 4 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0