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Gagneur lab

@gagneurlab

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

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19.12.2024
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Latest posts by Gagneur lab @gagneurlab

Kipoi

Join us for our next Kipoi Seminar with Sam Boshar, Instadeep
@instadeep.bsky.social

πŸ‘‰ A foundational model for joint sequence-function multi-species modeling at scale for long-range genomic prediction

πŸ—“οΈ Wed Mar 4, 5:30pm CET
🧬 kipoi.org/seminar
πŸ¦‹ @kipoizoo.bsky.social

25.02.2026 09:58 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

Hot off the press! Jun Cheng presents AlphaGenome at the Kipoi seminar this Wednesday. Don’t miss it.

02.02.2026 21:14 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

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

06.01.2026 22:15 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
05.12.2025 07:01 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Very glad to see PROTRIDER, our protein expression outlier caller, used for establishing new rare diseased diagnoses.

28.11.2025 14:10 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
Kipoi

Join us for our next Kipoi Seminar with Gonzalo Benegas, Yun S. Song group,UC Berkeley; Open Athena
@gonzalobenegas.bsky.social

πŸ‘‰ Predicting functional constraints across evolutionary timescales with phylogeny-informed genomic language models
πŸ“… Wed Dec 3, 5:30pmCET
🧬 kipoi.org/seminar

28.11.2025 10:52 πŸ‘ 1 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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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...

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...

22.10.2025 16:48 πŸ‘ 17 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Kipoi

Join us for our next Kipoi Seminar with Sameed Siddiqui,Sabeti lab,Broad Institute of MIT and Harvard
@broadinstitute.org
πŸ‘‰ Lyra: An Efficient and Expressive Subquadratic Architecture for Modeling Biological Sequences
πŸŽ₯❌no recording
πŸ“… Wed Nov 5, 5:30pmCET
🧬 kipoi.org/seminar
πŸ¦‹@kipoizoo.bsky.social

31.10.2025 11:03 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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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.

14.10.2025 15:40 πŸ‘ 8 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1

FlashZoi is now out - our fast implementation of Borzoi. Congrats @johahi.bsky.social and enjoy all! More below.

13.10.2025 12:31 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Next Kipoi Seminar with Brendan Frey on bio foundation models and drug discovery. Attend!

29.09.2025 16:37 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Great work by Daniela Klaproth-Andrade and the whole team in collab with the Wilhelm lab! Thanks to Valter Bergant and Andreas Pichlmair for the application of Modanovo to the monkeypox virus.

We’re excited to see how Modanovo will push forward de novo sequencing and PTM biology!

18.09.2025 07:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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GitHub - gagneurlab/Modanovo Contribute to gagneurlab/Modanovo development by creating an account on GitHub.

Modanovo is open-source and available here: github.com/gagneurlab/M...

18.09.2025 07:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We also applied Modanovo to a dataset of human cells infected with monkeypox virus, where it complemented database-driven approaches and revealed biologically relevant phosphosites, highlighting its utility in real-world discovery.

18.09.2025 07:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Modanovo achieves strong performance, successfully sequencing peptides carrying biologically relevant PTMs.

18.09.2025 07:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Modanovo builds on Casanovo, a transformer model for peptide sequencing. We fine-tuned ot end-to-end expanding Casanovo’s token vocabulary and corresponding layers.

18.09.2025 07:59 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Why Modanovo?
Existing tools often struggle with PTMs, yet PTMs are central to protein regulation and disease. We built a model for 19 amino acid-PTM combinations, leveraging data from in vivo experiments and from PROSPECT-PTM.

18.09.2025 07:59 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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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...

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

18.09.2025 07:59 πŸ‘ 12 πŸ” 4 πŸ’¬ 1 πŸ“Œ 0
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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...

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

09.09.2025 11:42 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

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.

07.09.2025 11:04 πŸ‘ 10 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

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!

30.08.2025 12:38 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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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...

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...

23.07.2025 08:37 πŸ‘ 8 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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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

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...

23.07.2025 08:35 πŸ‘ 10 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
Kipoi

Join us for our next Kipoi Seminar with Yoseph Barash, University of Pennsylvania

@yosephbarash.bsky.social
@upenn.bsky.social

πŸ‘‰ From identifying UTR regulatory elements to potential RNA therapeutic targets

πŸ“… Wed Jul 2, 5:30pm CET
🧬 kipoi.org/seminar
πŸ¦‹ @kipoizoo.bsky.social

25.06.2025 12:31 πŸ‘ 3 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

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...

05.06.2025 04:44 πŸ‘ 18 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0

Looking forward to Kathie Pollard talk on human variant interpretation this Wed. at the Kipoi seminar!

02.06.2025 15:05 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Finally, visit our spin-off’s stand #338 OmicsDiscoveries and have a look at the latest platform for RNA-seq oriented analysis and visit their poster P15.110.A on Sunday 1pm.

24.05.2025 10:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Vicente will also present the Solvathon conceptβ€”a collaborative, focused approach to accelerate diagnosisβ€”in the session β€œE09 Solving Rare Disease: One for All, All for One” on Tuesday at 9am.

24.05.2025 10:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Vicente YΓ©pez is discussing the added value of RNA-seq in rare disease diagnostics and practical recommendations for sequencing, analysis and interpretation, at session β€œW09 Mutations we almost missed” on Sunday at 14:15.

24.05.2025 10:08 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Rebeka LuknΓ‘rovΓ‘ is showcasing the RNA-seq results in Solve-RD, which will be the basis for the work in ERDERA, at poster P16.006.A on Sunday 1pm.

24.05.2025 10:08 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0