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Yu Sugihara

@yusugihara.bsky.social
405 followers 566 following 17 posts

Researcher at The Sainsbury Laboratory, Evolution | Population genetics | Plant-microbe interactions yusugihara.github.io

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Reposted by Yu Sugihara
Sophien Kamoun @kamounlab.bsky.social · 27/09/2026
I just published: How do we recognize world-class science? Not by the journal it appeared in What I told early-career researchers about prediction, rigour, failure, priors — and the tyranny of bar graphs. kamounlab.medium.com/how-do-we-re...
kamounlab.medium.com
How do we recognize world-class science? Not by the journal it appeared in
What I told early-career researchers about prediction, rigour, failure, priors — and the tyranny of bar graphs.
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Reposted by Yu Sugihara
Andrew Roger @andrewjroger.bsky.social · 18/03/2026
Finally, people should stop worrying about profile mixture models being over-parameterized for any sized dataset. It's not a valid concern. Please see: academic.oup.com/sysbio/artic...
academic.oup.com
Is Over-parameterization a Problem for Profile Mixture Models?
Abstract. Biochemical constraints on the admissible amino acids at specific sites in proteins lead to heterogeneity of the amino acid substitution process
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Andrew Roger @andrewjroger.bsky.social · 18/03/2026
So you are using IQ-TREE to estimate a tree for "deep time" phylogenetics using amino acid alignments. There is a lot of confusion about how to test model fit. Here are some suggestions.
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Nature @nature.com · 22/09/2026
Nature ersearch paper: Sex without crossovers mimics clonal reproduction in Rhynchospora tenuis go.nature.com/3UXKc6g
go.nature.com
Sex without crossovers mimics clonal reproduction in Rhynchospora tenuis - Nature
Rhynchospora tenuis undergoes obligate, genome-wide achiasmy in both male and female meiosis.
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Reposted by Yu Sugihara
Greger Larson @gregerlarson.bsky.social · 25/09/2026
I love how genomic analyses keep dismantling the concept that species cannot interbreed. Even better, ancient introgression often facilitates diversity in a domestic context. New paper shows this is in pigs too! www.science.org/doi/epdf/10.... A thrill to be a small part of a giant piggy effort!
science.org
Ancient introgression drives wild boar expansion and phenotypic diversification of domestic pigs
Despite the ubiquity of wild boar populations across Eurasia, their origins, routes of dispersal, and phenotypic evolution remain uncertain. Here, using 745 genomes representing populations across Eur...
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Reposted by Yu Sugihara
Martin Steinegger 🇺🇦 @martinsteinegger.bsky.social · 24/09/2026
AlphaFold Database is expanding into pandemic preparedness. Together with NVIDIA, DeepMind, EBI et al. we exhaustively predicted ~1.7 million homo- & heterodimers across 2,812 viral proteomes, resulting in 8,028 high-confidence predictions. 📄 research.nvidia.com/labs/dbr/ass... 🌐 alphafold.ebi.ac.uk
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David Lowry @davidlowry.bsky.social · 24/09/2026
The monkeyflowers, including all those things we call Mimulus, have now been collapsed (along with some other small families) into the Orobanchaceae. This lumper couldn’t be happier. onlinelibrary.wiley.com/doi/10.1111/...
onlinelibrary.wiley.com
Large‐scale nuclear and plastid phylogenomic analyses inform an updated Angiosperm Phylogeny Group classification: APG V
We present here a revision of the APG classification that considers the extensive recent analyses of hundreds of nuclear and plastid genes for many angiosperm species. Although previous versions of t...
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Reposted by Yu Sugihara
Josie Maidment @jmaidment.bsky.social · 25/09/2026
Happy to share that our study of the interaction between the MAX effector AVR-Pia and rice HMA domain-containing proteins has been published (as the cover article!) in PLOS Pathogens. journals.plos.org/plospathogen...
journals.plos.org
Two folds, many faces: The Magnaporthe oryzae MAX effector AVR-Pia targets novel rice HMA domain-containing proteins
Author summary Blast, caused by the fungal pathogen Magnaporthe oryzae, is one of the world’s most devastating rice diseases. During infection, M. oryzae secretes a diverse set of molecules, known as ...
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Biophysical Journal @biophysj.bsky.social · 24/09/2026
#OPENACCESS: Proteome-wide structural and interaction analysis using cross-linking mass spectrometry and its applications. Shenbaga Moorthy Balakrishnan, Hifzur Rahman Ansari, and Taoufik Nedjadi. buff.ly/ovoTRNs
cell.com
Proteome-wide structural and interaction analysis using cross-linking mass spectrometry and its applications
Deciphering the mechanisms of protein-protein interactions (PPIs) and protein structural changes within the native cellular environment is crucial for advancing drug discovery. In vivo chemical…
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Reposted by Yu Sugihara
Molecular Biology and Evolution @molbioevol.bsky.social · 22/09/2026
Our new MBE Highlight focuses on the new study by @victoriaemullin.bsky.social et al. on the sharp decline in genetic diversity in Great Britain bumblebees. Museum collections reveal loss of genetic diversity in declining bumblebee populations 🔗 academic.oup.com/mbe/article/... #societyjournal
MBE Highlight: Museum collections reveal loss of genetic diversity in declining bumblebee populations
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David Hoey @davidjhoey.bsky.social · 16/09/2026
Introducing PhyloDig: a small command-line tool I am developing to make comparative phylogenetic analyses easier. github.com/davidjhoey/P...
github.com
GitHub - davidjhoey/PhyloDig: PhyloDig is a command line pipeline for automated homology mining across collections of protein and coding sequence databases. It combines HMMER searches, optional Pfam d...
PhyloDig is a command line pipeline for automated homology mining across collections of protein and coding sequence databases. It combines HMMER searches, optional Pfam domain filtering, and sequen...
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Ben Parker @ben-parker.bsky.social · 21/09/2026
Excited that our new paper with @henrylabsymbio.bsky.social and Kerry Oliver is out @pnas.org! We show that mobile genetic elements can spread adaptive host-benefiting traits across heritable insect symbionts on eco-evolutionary timescales.🧵 www.pnas.org/doi/10.1073/...
pnas.org
Phenotypic divergence is driven by mobile genetic elements in a heritable insect symbiont | PNAS
Heritable microbes profoundly influence insect biology, yet the traits they confer often evolve rapidly and differ among closely related symbiont s...
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Protein Data Bank in Europe (PDBe) @pdbeurope.bsky.social · 21/09/2026
A predicted interaction may involve only a small region of a protein complex. How can we identify confidence in that local interface when the surrounding regions have high PAE? Our tutorial uses a PAE matrix to explain how LIS can help 👇 youtu.be/k4yBqddtPyQ #AlphaFold #AlphaFoldDB
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Martin Pacesa @martinpacesa.bsky.social · 21/09/2026
ʙɪɴᴅᴄʀᴀꜰᴛ2 is out, and we're not waiting for the paper. The full code drops today, free for academic and industry use. We're releasing it early so you can start designing right now, and bring its full power to the current Adaptyv competition. github.com/PacesaLab/Bi...
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Martin Steinegger 🇺🇦 @martinsteinegger.bsky.social · 13/09/2026
Fold Spacer lets you fly through protein structures (Weekend project #2). It’s my first game: I originally set out to build a racer with structures as the tracks, but was a little too crazy. So it became this instead. You can upload your own structures. 🌐 martin-steinegger.github.io/Fold-Spacer/
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Simon Snoeck @simonsnoeck.bsky.social · 18/09/2026
Complementary "CTNIP-SCREW-DEP/HSL3-NUT-DEPR" reads: 10.1016/j.molp.2025.10.005 (wheat) and 10.1016/j.xplc.2026.102074
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Tora Økland 🌱 @receptora.bsky.social · 16/09/2026
That's a wrap on #PPRM2026 ! Had a lot of fun with a community of researchers I really admire and appreciate, and was happy to have the chance to show what we work on. You can read the preprint on some of what I presented here: www.biorxiv.org/content/10.6...
biorxiv.org
Evolutionary diversification of the SymRK receptor family in land plants
Plant receptor-like kinases (RLKs) are involved in diverse processes, ranging from growth and reproduction to interactions with microbes. Variation in the extracellular domains delineates several RLKs...
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Reposted by Yu Sugihara
Richard Sever @richardsever.bsky.social · 16/09/2026
"eLife has been without an impact factor for just over a year...and [has] an overall 21% decrease in revenue" newsletter.journalology.com/p/journalolo... Perhaps the only more stark illustration of academia's addiction to Impact Factor is this:
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Reposted by Yu Sugihara
GetGenome @getgenome.bsky.social · 14/09/2026
Day 1 “AI in Genomics workshop” 🇹🇳 🌍 With thanks to @Googleorg @thesainsburylab.bsky.social @getgenome.bsky.social
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bioRxiv Evolutionary Biology @biorxiv-evobio.bsky.social · 13/09/2026
Ancestree: unified likelihood inference of ancestral alleles under supplied or inferred genealogies www.biorxiv.org/content/10.64898/20…
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Reposted by Yu Sugihara
Genetics Society of America @genetics-gsa.bsky.social · 15/09/2026
A comparative genomic analysis in #fungi with different morphologies of the septal pore cap identifies new genes underlying morphological convergence during fungal evolution. Find out more in the September issue of #G3journal 🔗 buff.ly/HMyZgcg
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Sergey Ovchinnikov @sokrypton.org · 14/09/2026
Finally a more intuitaive way to learn pLDDT/pAE? 😎 sokrypton.github.io/protein_figh... (Character idea from @hannes-stark.bsky.social & Alex Waldherr)
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Reposted by Yu Sugihara
Remco Stam @rstam.bsky.social · 11/09/2026
New preprint! There have been quite a few papers about RLP and RLK receptors, but none of them have a truly reproducible annotation pipeline (including my own...)... We finally made such a pipeline and look more systematically at RLPs within tomato. www.biorxiv.org/content/10.6...
biorxiv.org
PlantLRR-PRR:A Reproducible Annotation Pipeline Reveals Contrasting Evolution of Developmental and Defense Receptor-Like Proteins in Tomato
Plants perceive external and internal signals via receptors to modulate their growth, development, and defenses. Leucine-rich-repeat receptor-like-kinase (RLKs) and receptor-like-proteins (RLPs) are t...
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Reposted by Yu Sugihara
Andy Posbe @adnroide.bsky.social · 10/09/2026
Excited to share Fold on Tight! 🎉 We distil recent advances in plant immunity into 10 lessons for using AI structure prediction critically and effectively, in plants and beyond. 📝 zenodo.org/records/2210...
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Guavadk @guavadk.bsky.social · 09/09/2026
This project has been a labor of love and grateful for my supervisor @yusugihara.bsky.social’s guidance every step of the way 🌱🙏
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Guavadk @guavadk.bsky.social · 09/09/2026
🍄 We investigated conserved cytoplasmic effectors in Fusarium as targets for resistance breeding. Our harmonized annotation dataset for 305 Fusarium genomes is now on Zenodo. 📌 Poster: doi.org/10.5281/zenodo.22649574 📦 Dataset: doi.org/10.5281/zenodo.22224641 #PPATH2026
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Daniel Croll @danielcroll.bsky.social · 04/09/2026
Our lab is looking for PhD students to join us in 2027 🎓🎉 The projects can be structured around our research directions: - Transposable element dynamics - Fungal pangenomics - ML/language model genomics applications - Pathogen adaptation More here pathogen-genomics.org ("Jobs") and please share! 🙏
pathogen-genomics.org
Evolutionary genomics of pathogens
Croll lab at University of Neuchatel. The lab of Daniel Croll wants to understand how pathogens evolve to cause disease. For this, we mainly focus on major crop pathogens to unravel mechanisms of rapi...
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Edel Pérez-López 🇨🇦 @edelplopez.bsky.social · 04/09/2026
🚨 New paper out in @cp-cellrepsustain.bsky.social ! 🪲🌱 This work highlights the need for better biosurveillance and the promise of natural pest control 👏 Bravo Jordanne! 💚 Merci NSERC, RQRAD & the growers who have welcomed us onto their farms for six years! 🔗 www.cell.com/cell-reports...
graphical abstract showing leafhoppers and biocontrol
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Tatsuya Nobori @tatsuyanobori.bsky.social · 03/09/2026
Great work by Ingram & Zipfel labs. Congratulations, everyone! An embryo-derived peptide signal directs endosperm polarity in Arabidopsis www.science.org/doi/10.1126/...
science.org
An embryo-derived peptide signal directs endosperm polarity in Arabidopsis
Angiosperm seed formation requires the coordinated development of the products of double fertilization—the embryo and the endosperm. The endosperm mediates efficient nutrient transfer from surrounding...
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Reposted by Yu Sugihara
Josh Bennett @joshwbennett.bsky.social · 03/09/2026
www.science.org/doi/10.1126/...
science.org
An embryo-derived peptide signal directs endosperm polarity in Arabidopsis
Angiosperm seed formation requires the coordinated development of the products of double fertilization—the embryo and the endosperm. The endosperm mediates efficient nutrient transfer from surrounding...
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Reposted by Yu Sugihara
PLOS Biology @plosbiology.org · 27/08/2026
How do #antimicrobial peptides embedded within larger #proteins arise? This study by @titas10.bsky.social @biobarber.bsky.social @caitlinkowa.bsky.social &co resurrects ancient antimicrobial proteins, revealing their origins and diversification. 🧪 #AcademicSky #evolution plos.io/3SonQtD
Reconstructing the emergence of antimicrobial function in mammalian lactoferrin.
(A) Structure of the N-terminal lactoferricin region of lactoferrin (PDB: 1lfg), enriched with positively charged amino acids. (B) Phylogenetic tree of reconstructed ancestral lactoferrin homologs (AncTF and AncLF) with extant human transferrin (hTF, PDB: 3qyt), human lactoferrin (hLF, PDB: 1lfg), and bovine lactoferrin (bLF, PDB: 1blf) illustrated with surface electrostatic potentials. Structures of ancestral proteins were predicted using AlphaFold2. AncTF represents the last common ancestor of mammalian transferrin and lactoferrin, after which the first lactoferrin ancestor (AncLF1) arose by gene duplication. AncLF2 is the common ancestor of hLF and bLF, while AncLF3 represents a bLF ancestor.
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Danve Castroverde @danvec.bsky.social · 21/08/2026
Natural variation in temperature-resilient immunity in Arabidopsis www.biorxiv.org/content/10.6...
biorxiv.org
Natural variation in temperature-resilient immunity in Arabidopsis
Elevated temperature has been shown to compromise salicylic acid (SA)-mediated immunity in plants. The Arabidopsis thaliana accession C24 retains constitutively elevated SA and resistance to the hemib...
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Reposted by Yu Sugihara
Danve Castroverde @danvec.bsky.social · 21/08/2026
Genetic and epigenetic divergence among Arabidopsis thaliana Col-0 laboratory lineages since the 1950s www.biorxiv.org/content/10.6...
biorxiv.org
Genetic and epigenetic divergence among Arabidopsis thaliana Col-0 laboratory lineages since the 1950s
The model plant Arabidopsis thaliana has been a workhorse of plant biology since the 1950s, when the Columbia-0 (Col-0) accession was widely adopted by the research community as a reference genotype. ...
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Omar Kamileen @omarkamileen.bsky.social · 20/08/2026
www.science.org/doi/10.1126/...
science.org
Genomes of Poaceae relatives reveal key metabolic innovations preceding the evolution of grasses
The grass family (Poaceae) has immense economic and ecological importance and exhibits distinctive metabolic traits, including dual starch and lignin biosynthetic pathways. We sequenced the genomes of...
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Dan Schrider @samurscicop.bsky.social · 21/08/2026
Ages ago I shared a preprint about how gene conversion can cause hard selective sweeps to look like soft sweeps by copying the adaptive allele onto different haplotypes. The accepted version is now published in GENETICS: academic.oup.com/genetics/adv...
academic.oup.com
Allelic gene conversion softens selective sweeps
Abstract. The prominence of positive selection, in which beneficial mutations are favored by natural selection and rapidly increase in frequency, is a subj
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Edel Pérez-López 🇨🇦 @edelplopez.bsky.social · 16/08/2026
We are many but we are looking for 3 more PhD students! 🪲🥦🧬 The projects will explore: 🧬 Evolution of ankyrin-repeat effectors in gall-forming plasmodiophorids 🦠 Microbiome-mediated insect adaptation to extreme environments 🍃 Leafhopper effectors at the plant–insect interface Full description ⬇️
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Yun Deng @yundeng.bsky.social · 15/08/2026
The first manuscript from my postdoc is out (doi.org/10.64898/202...)! We introduce 𝐭𝐢𝐦𝐞-𝐬𝐭𝐫𝐚𝐭𝐢𝐟𝐢𝐞𝐝 𝐬𝐭𝐚𝐭𝐢𝐬𝐭𝐢𝐜𝐬 for studying population structure change over time, with the temporal resolution of Ancestral Recombination Graphs (ARGs). Joint with @jkpritch.bsky.social and @jeffspence.github.io. 1/n
google.com
Coalescent-Based Time-Stratified Statistics Reveal Population Structure Dynamics using the Ancestral Recombination Graph
Many questions in population genetics are concerned with reconstructing evolutionary history through time, such as inferring how population structure has changed throughout the past. Yet, many existing approaches have only an implicit temporal component, using quantities such as allele frequency or haplotype length as rough proxies for age. Recent advances in the inference of Ancestral Recombination Graphs (ARGs) have made it possible to estimate the entire sequence of local genealogies along the genome. These genealogies explicitly encode how samples are related to each other at different time points in the past, enabling the inference of how population structure has changed over time. To this end, recent work has used ARGs to define time-stratified versions of widely-used population genetics summary statistics in an attempt to capture the population structure present within a particular time window. Here, we show that naive approaches result in statistics that cannot be interpreted solely in terms of the population structure present within the time window they are targeting. To address this problem, we introduce a framework of coalescent-based time-stratified statistics, which use coalescence probabilities to partition classical summary statistics into interval-specific contributions. Using coalescent simulations, we demonstrate that these statistics accurately isolate population structure at different temporal depths and avoid spurious signals. Our results highlight the necessity of integrating coalescent theory into ARG-based temporal analyses and provide a principled and practical foundation for studying the dynamics of population structure through time. ### Competing Interest Statement The authors have declared no competing interest. National Human Genome Research Institute, https://ror.org/00baak391, R01HG014005
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Graham Coop @gcbias.bsky.social · 12/08/2026
Excited for @gabrielesgarlata.bsky.social’s new preprint on the Genome-Wide Effect of Drift and Selection over a Single Generation 1/n www.biorxiv.org/content/10.6...
biorxiv.org
The Genome-Wide Effect of Drift and Selection over a Single Generation
The relative importance of genetic drift versus selection to evolutionary change has long been debated. This debate has mainly focused over long-time-scales (e.g. hundreds of thousands of generations)...
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Team_Zuccaro @algazuccaro.bsky.social · 07/08/2026
A wheat immune receptor pair executes cell death through a helper MLKL www.biorxiv.org/content/10.6...
biorxiv.org
A wheat immune receptor pair executes cell death through a helper MLKL
To promote disease resistance, plant nucleotide-binding, leucine-rich repeat (NLR) immune receptors often require paired co-receptors. In many cases, paired NLRs comprise one NLR to perceive effectors...
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The Sainsbury Laboratory @thesainsburylab.bsky.social · 13/08/2026
New Publication: Tangerine: A new family of Starships from lichen-forming fungi (2026) www.tsl.ac.uk/publications...
tsl.ac.uk
Tangerine: A new family of Starships from lichen-forming fungi
Lichens are symbiotic associations between filamentous fungi and photosynthetic micro-organisms, such as green algae and/or cyanobacteria, that result in a single anatomically complex structure that…
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Molecular Plant-Microbe Interactions® (MPMI) @mpmijournal.bsky.social · 13/08/2026
"The Virulence Gene ToxB Is Both Amplified and Disrupted by Transposons in the Wheat Pathogen Pyrenophora tritici-repentis," by Ryan Gourlie et al. Learn more: doi.org/10.1094/MPMI-01-26-0003-R
Fig. 4. Synteny of the ToxB/toxb regions of Chr04 in Pyrenophora tritici-repentis.
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Nick Talbot @talbotlabtsl.bsky.social · 11/08/2026
See thread by @metalichen.bsky.social on Tangerine - A Starship in the genomes of lichen-forming fungi - the peer-reviewed version is now online. Thanks to all co-authors. It's been a fun collaboration and there's lots more to discover!👇
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Gulnara Tagirdzhanova @metalichen.bsky.social · 11/08/2026
Our study on giant transposons Starship 🚀🧬 in the genome of the lichen fungus Xanthoria is now out in @pnas.org! What did we find out about Starships in #lichen fungi? 👇Updated thread below 🖥️ 🧪 🦠 🧫 #SymbioSky 1/6 www.pnas.org/doi/10.1073/...
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Genome Biology and Evolution @genomebiolevol.bsky.social · 11/08/2026
@loreament.bsky.social & Saupe suggest that fungal NOD-like receptors evolve under diversity-enhancing mechanisms and display selective signatures consistent with a general immune function. 🔗 doi.org/10.1093/gbe/... #societyjournal #genome #evolution
doi.org
NOD-Like Receptor Genes Undergo Diversity-Enhancing Evolution in a Fungal Species Complex
Abstract. Fungi harbor diverse arrays of genes encoding NOD-like receptors (NLRs), key intracellular immune proteins found in plants, animals, and bacteria
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Pingtao Ding (he/him) @dinglab.bsky.social · 10/08/2026
Our work is now online @cp-cellhostmicrobe.bsky.social Congrats to all authors @himanshuchhillar.bsky.social @leonardojo.bsky.social Amey Volkan @kaisakajala.bsky.social @jonathandgjones.bsky.social Supported primarily by the @erc.europa.eu #StG www.cell.com/cell-host-mi... @unileiden.bsky.social
cell.com
Cell-type-specific activation of broadly perceived effector-triggered immunity restricts pathogen invasion in plants
Chhillar et al. reveal that plant immunity is organized across leaf tissues through specialized cell-type programs. While a shared core immune program is broadly activated, individual cell types deplo...
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International Society for Molecular Plant-Microbe Interactions @ismpmi.bsky.social · 10/08/2026
Concurrent session submissions for the 2027 IS-MPMI Congress in Jeju (July 18-22) are now open! Contribute to the dynamic scientific program and engage the international plant–microbe interactions community in Jeju, South Korea. Apply by 25 Sept. ismpmi.org/announcement...
ismpmi.org
Concurrent Session Proposals for 2027 IS-MPMI Congress in Jeju Are Now Open! Apply by 25 September 2026. - IS-MPMI
2027 IS-MPMI Congress · 18–22 July 2027 · Jeju, South Korea Submission deadline: 25 September 2026 Call for concurrent session proposals We are thrilled to announce that concurrent session submissions...
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Josh Bennett @joshwbennett.bsky.social · 07/08/2026
Thank you to all coauthors for their contributions towards this project!:) This has especially been a great collaboration with Soichiro Asuke and Paul Nicholson who discovered the genetic linkage, described here in Soichiros paper www.biorxiv.org/content/10.6...
biorxiv.org
An immune receptor pair consisting of NLR and MLKL confers stable resistance against Pyricularia oryzae pathotype Eluesine on wheat by recognition of three effectors
Kinase fusion proteins (KFPs) have emerged as an important group of immune receptors encoded by plant resistance genes. Here, we report a new type of gene pair that controls resistance of wheat to the...
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Josh Bennett @joshwbennett.bsky.social · 07/08/2026
Our findings show that this system requires both a putative sensor NLR (R3NLR) that coordinates with a helper MLKL (R3AK) to execute cell death when challenged with 3 diverse Magnaporthe effectors. Moreover, we identify that more NLR/MLKL pairs may exist!
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Josh Bennett @joshwbennett.bsky.social · 07/08/2026
I am really excited to share the first chapter of my PhD, where we characterise a genetically linked NLR/MLKL pair underpinning the Rwt3 resistance locus in wheat! With yet another KFP involved in monocot immunity 🌾 www.biorxiv.org/content/10.6...
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Jeffrey Ross-Ibarra @jrossibarra.bsky.social · 06/08/2026
Regular reminder that the first thing you should do if you're interested in population structure of some samples is not PCA, NJ tree, or STRUCTURE. Just build a dang kinship matrix and look at it.
kinship matrix of a number of Tripsacum individuals based on whole genome sequencing
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