Sign in

Gagneur lab

@gagneurlab.bsky.social
238 followers 74 following 49 posts

News from the Gagneurlab@TUM -- To understand the genetic basis of gene regulation and its implication in diseases. www.cs.cit.tum.de/cmm

PostsRepliesMedia
Gagneur lab @gagneurlab.bsky.social · 27/08/2026
Next week's Kipoi seminar by Michael Vollenweider von ETH Zurich. For once about how to evaluate rather than to model. As important, if not more.
011
Gagneur lab @gagneurlab.bsky.social · 03/06/2026
Tonight 5:30pm CEST Zeming Lin from Biohub on protein LMs at the Kipoi seminar!
000
Gagneur lab @gagneurlab.bsky.social · 04/05/2026
Next Kipoi webinar Wednesday by Noor Youssef from Harvard on predicting viral evolution. See you then!
000
Reposted by Gagneur lab
Kipoi @kipoizoo.bsky.social · 25/02/2026
Join us for our next Kipoi Seminar with Sam Boshar, Instadeep @instadeep.bsky.social 👉 A foundational model for joint sequence-function multi-species modeling at scale for long-range genomic prediction 🗓️ Wed Mar 4, 5:30pm CET 🧬 kipoi.org/seminar 🦋 @kipoizoo.bsky.social
kipoi.org
Kipoi
012
Gagneur lab @gagneurlab.bsky.social · 02/02/2026
Hot off the press! Jun Cheng presents AlphaGenome at the Kipoi seminar this Wednesday. Don’t miss it.
042
Gagneur lab @gagneurlab.bsky.social · 06/01/2026
Great start in 2026 for the kipoi seminar with Kishore Jaganathan from Illumina! All you want to know about PromoterAI (and more?)... See you tomorrow. @kjaganatha.bsky.social
000
Gagneur lab @gagneurlab.bsky.social · 05/12/2025
000
Gagneur lab @gagneurlab.bsky.social · 28/11/2025
Very glad to see PROTRIDER, our protein expression outlier caller, used for establishing new rare diseased diagnoses.
010
Reposted by Gagneur lab
Kipoi @kipoizoo.bsky.social · 28/11/2025
Join us for our next Kipoi Seminar with Gonzalo Benegas, Yun S. Song group,UC Berkeley; Open Athena @gonzalobenegas.bsky.social 👉 Predicting functional constraints across evolutionary timescales with phylogeny-informed genomic language models 📅 Wed Dec 3, 5:30pmCET 🧬 kipoi.org/seminar
kipoi.org
Kipoi
013
Reposted by Gagneur lab
Nature Methods @natmethods.nature.com · 22/10/2025
scooby achieves DNA sequence-based single-cell level modeling of RNA-seq coverage and ATAC-seq insertion profiles by adapting a deep learning model that predicts bulk RNA-seq coverage. @johahi.bsky.social @lauradmartens.bsky.social @gagneurlab.bsky.social @tum.de www.nature.com/articles/s41...
nature.com
scooby: modeling multimodal genomic profiles from DNA sequence at single-cell resolution - Nature Methods
scooby achieves DNA sequence-based single-cell level modeling of RNA-sequencing coverage and ATAC-sequencing insertion profiles by adapting a deep learning model that predicts bulk RNA-sequencing cove...
0172
Reposted by Gagneur lab
Kipoi @kipoizoo.bsky.social · 31/10/2025
Join us for our next Kipoi Seminar with Sameed Siddiqui,Sabeti lab,Broad Institute of MIT and Harvard @broadinstitute.org 👉 Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences 🎥❌no recording 📅 Wed Nov 5, 5:30pmCET 🧬 kipoi.org/seminar 🦋@kipoizoo.bsky.social
kipoi.org
Kipoi
021
Reposted by Gagneur lab
Shubhankar Londhe @slondhe.bsky.social · 14/10/2025
Excited to share UKBBGym at #ASHG25, a new benchmark for variant effect predictors using WGS, proteomics and phenotypes from 500K UKBiobank participants. Stop by for insights on the impact of non-coding variants and how computational scores stack up against exp assays. Poster 5022W, Wed 2:30-4:30.
083
Gagneur lab @gagneurlab.bsky.social · 13/10/2025
FlashZoi is now out - our fast implementation of Borzoi. Congrats @johahi.bsky.social and enjoy all! More below.
040
Gagneur lab @gagneurlab.bsky.social · 29/09/2025
Next Kipoi Seminar with Brendan Frey on bio foundation models and drug discovery. Attend!
030
Gagneur lab @gagneurlab.bsky.social · 18/09/2025
Excited to share Modanovo, our transformer-based method for de novo peptide sequencing, which supports a broad range of post-translational modifications (PTMs)! www.biorxiv.org/content/10.1... #proteomics #massspectrometry #PTM
biorxiv.org
Modanovo: A Unified Model for Post-Translational Modification-Aware de Novo Sequencing Using Experimental Spectra from In Vivo and Synthetic Peptides
Post-translational modifications (PTMs) play a central role in cellular regulation and are implicated in numerous diseases. Database searching remains the standard for identifying modified peptides fr...
1135
Gagneur lab @gagneurlab.bsky.social · 09/09/2025
The Solvathons have been one of our most exciting research community experiences: Hands-on, effective – solving real cases during the events, and multidisciplinary – from clinicians to bioinformaticians. Thumbs up to the SolveRD community. Looking for more now with @erdera.bsky.social rdcu.be/eFaqO
rdcu.be
The Solve-RD Solvathons as a pan-European interdisciplinary collaboration to diagnose patients with rare disease
Nature Genetics - This Perspective presents the Solve-RD Solvathon model, an innovative, pan-European framework uniting clinical and bioinformatics experts to diagnose rare diseases through...
051
Gagneur lab @gagneurlab.bsky.social · 07/09/2025
Congrats for the poster prize at #EMBLProtein, Xavi @xavierheal.bsky.social‬ ! Wonderful to dissect the translational response to metabolic shifts with time series of ribosome profiling and AI. Exciting multidisciplinary project. So glad to work with you and Danny Nedialkova on this.
1101
Gagneur lab @gagneurlab.bsky.social · 30/08/2025
Hani Goodarzi @genophoria.bsky.social‬ talks at the next Kipoi webinar on Evo2, a generative genomic language model trained across the tree of life. Looking forward!
020
Gagneur lab @gagneurlab.bsky.social · 23/07/2025
2nd talk at #ISMBECCB2025 by Laura Martens @lauradmartens.bsky.social ! Laura will present Scooby tomorrow at 12:20 in the RegSys COSI. Enjoy! www.biorxiv.org/content/10.1...
biorxiv.org
scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution
Understanding how regulatory DNA elements shape gene expression across individual cells is a fundamental challenge in genomics. Joint RNA-seq and epigenomic profiling provides opportunities to build u...
080
Gagneur lab @gagneurlab.bsky.social · 23/07/2025
Today at 12:20 in the HIT-Seq COSI, @lauradmartens.bsky.social Laura Martens will present her results on spatial chromatin accessibility data deconvolution #ISMBECCB2025. Great collab with Sarah Ouologuem and @fabiantheis.bsky.social Proceedings paper: doi.org/10.1093/bioi...
doi.org
Spatial transcriptomics deconvolution methods generalize well to spatial chromatin accessibility data
AbstractMotivation. Spatially resolved chromatin accessibility profiling offers the potential to investigate gene regulatory processes within the spatial c
0101
Reposted by Gagneur lab
Kipoi @kipoizoo.bsky.social · 25/06/2025
Join us for our next Kipoi Seminar with Yoseph Barash, University of Pennsylvania @yosephbarash.bsky.social @upenn.bsky.social 👉 From identifying UTR regulatory elements to potential RNA therapeutic targets 📅 Wed Jul 2, 5:30pm CET 🧬 kipoi.org/seminar 🦋 @kipoizoo.bsky.social
kipoi.org
Kipoi
031
Gagneur lab @gagneurlab.bsky.social · 05/06/2025
Update of our protein outlier caller PROTRIDER. We now handle missing values, a widespread issue for mass spec where missing values are not a random -- and this improves outlier detection on non-missing data! Thumbs up to Daniela and George for the great work. doi.org/10.1101/2025...
0187
Gagneur lab @gagneurlab.bsky.social · 02/06/2025
Looking forward to Kathie Pollard talk on human variant interpretation this Wed. at the Kipoi seminar!
011
Gagneur lab @gagneurlab.bsky.social · 24/05/2025
This year, the lab has a great representation at the #eshg2025: 3 talks, 2 posters, 1 spin-off stand ! 1/n
194
Reposted by Gagneur lab
Xavier Hernandez Alias @xavierheal.bsky.social · 21/05/2025
What a fun and amazing experience to be this year at the other side of the stage @pintofscience.de! 🙈 Thank you for organizing and everyone for participating. I think it was the most exciting and also toughest Q&A session ever! 😊 @mpibiochem.bsky.social @gagneurlab.bsky.social
0112
Gagneur lab @gagneurlab.bsky.social · 05/05/2025
Many of you enjoy our sequence-based model of single-cell RNA and ATAC data scooby... Don't miss Laura Marten's talk at the upcoming Kipoi seminar about it this Wed! @lauradmartens.bsky.social @johahi.bsky.social @kipoizoo.bsky.social Last preprint version: www.biorxiv.org/content/10.1...
biorxiv.org
scooby: Modeling multi-modal genomic profiles from DNA sequence at single-cell resolution
Understanding how regulatory DNA elements shape gene expression across individual cells is a fundamental challenge in genomics. Joint RNA-seq and epigenomic profiling provides opportunities to build u...
0114
Gagneur lab @gagneurlab.bsky.social · 31/03/2025
See you all on Wed for Lucía Barbadilla's Kipoi seminar on MPRA-trained models!
051
Gagneur lab @gagneurlab.bsky.social · 07/03/2025
In today's poster session #probgen25. To the pop gen folks, interesting observation: The influence of a nucleotide on reconstructing others, rather than its own reconstructability, is a better predictor of function. This metric makes DNA LMs beat conservation in several benchmarks.
183
Gagneur lab @gagneurlab.bsky.social · 06/03/2025
and @pedrotomazdasilva.bsky.social will present tomorrow at #probgen25 poster 128 on dependency analysis of DNA language models. Come and see what functional relationships DNA LMs capture, from regulatory code to RNA structures. Preprint: doi.org/10.1101/2024...
0132
Gagneur lab @gagneurlab.bsky.social · 06/03/2025
Tomorrow Johannes Hingerl @johahi.bsky.social gives a talk on scooby at #probgen25. Enjoy learning in the legendary CSHL auditorium how to model RNA-seq and ATAC-seq profiles in individual cells from half a megabase of genomic sequence. Preprint: doi.org/10.1101/2024...
0113
Gagneur lab @gagneurlab.bsky.social · 06/03/2025
Hello #probgen25! We have 3 contribs this year @lauradmartens.bsky.social starts today, poster 87, presenting scooby modeling scRNA-seq and sc-ATAC-seq profiles from DNA and applications. Shhh... don't tell it further... rumour says there are awesome cute scooby stickers to win ;-)
0145
Reposted by Gagneur lab
Stand Up for Science! @standupforscience.net · 06/03/2025
STAND UP FOR SCIENCE SPEAKER ANNOUNCEMENT! ☀️ Dr. Francis Collins will be speaking at Stand Up for Science in D.C. on March 7th! More speaker announcements coming soon, stay tuned! 👀☀️
Image of Francis Collins, with text at the top of the image that says Speaker Announcement and at the bottom that says Stand Up for Science, March 7th, 2025 and a link to standupforscience2025.org.
13580116
Reposted by Gagneur lab
Kipoi @kipoizoo.bsky.social · 01/03/2025
Join us for our next Kipoi Seminar with with Alexander Sasse @lxsasse.bsky.social @zmbh.uni-heidelberg.de 👉Advanced training strategies for genomic sequence-to-function models 📅 Wed March 5, 5:30pm CET 🧬 kipoi.org/seminar/ 🦋 @kipoizoo.bsky.social
kipoi.org
Kipoi
0146
Gagneur lab @gagneurlab.bsky.social · 19/02/2025
🚀 Exciting Career Opportunity! Helmholtz Munich & Roche are looking for an Early Career Investigator in AI for Nucleic Acid Based Medicines 🧬💡Join our innovative team and help push the boundaries of medical research. 👉 Learn more and apply: jobs.helmholtz-muenchen.de/jobposting/2...
jobs.helmholtz-muenchen.de
Early Career Investigator (f/m/x) in AI for Nucleic Acid Based Medicines
001
Gagneur lab @gagneurlab.bsky.social · 19/02/2025
Excited to share that PROTRIDER, our method to call outliers on mass spectrometry-based proteomics data, is out now!! #proteomics #massspectrometry #raredisease doi.org/10.1101/2025...
doi.org
PROTRIDER: Protein abundance outlier detection from mass spectrometry-based proteomics data with a conditional autoencoder
Motivation Detection of gene regulatory aberrations enhances our ability to interpret the impact of inherited and acquired genetic variation for rare disease diagnostics and tumor characterization. Wh...
1145
Gagneur lab @gagneurlab.bsky.social · 03/02/2025
On Wed., Pedro @pedrotomazdasilva.bsky.social talks about interpreting DNA Language models through nucleotide dependency analyses. Capturing functional interactions -maps like this one for an intron- and more: RNA structures, reg motifs,... preprint: www.biorxiv.org/content/10.1...
0255
Reposted by Gagneur lab
Munich RNA Club @munichrna.bsky.social · 29/01/2025
Join us in our next #MunichRNA19F! 📍 @mpibiochem.bsky.social 📅 19/02/2025 We will hear amazing talks from Shuyao Sha (@kusterlab.bsky.social), @lauradmartens.bsky.social (@gagneurlab.bsky.social), @michaelkugler.bsky.social (@hopfnerlab.bsky.social), Marc Schmitt-Supprian. Don't miss it! 🧬😀
064
Reposted by Gagneur lab
Anshul Kundaje @anshulkundaje.bsky.social · 08/01/2025
Congrats to Johannes Linder, David Kelley et al. on the journal publication of Borzoi - a long context sequence models of RNA-seq coverage profiles with many nice applications for transcriptional & post-transcriptional regulation & variant effect prediction. www.nature.com/articles/s41... 1/
nature.com
Predicting RNA-seq coverage from DNA sequence as a unifying model of gene regulation - Nature Genetics
Borzoi adapts the Enformer sequence-to-expression model to directly predict RNA-seq coverage, enabling the in-silico analysis of variant effects across multiple layers of gene regulation.
212337
Gagneur lab @gagneurlab.bsky.social · 23/12/2024
Hey reg genomics folks, here is our little x-mas present: Flashzoi. Borzoi. Just as good. 3x faster. Thumbs up to @johahi.bsky.social for the great initiative, conception & implementation. Big thanks to Johannes Linder, David Kelley and colleagues to have created Borzoi and shared it freely.
0187