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Ekin Deniz Aksu

@ekindea.bsky.social
560 followers 672 following 42 posts

Scientist and medical doctor. Biology AI/ML methods, gene regulation, DNA sequence models, single cells. Doing a PhD in computational biology at @molgen.mpg.de.

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Reposted by Ekin Deniz Aksu
Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 15h
In our Nature paper, we introduce the first superhuman Stratego AI, which we built using general techniques that we developed for RL & test-time compute under imperfect information. www.nature.com/articles/s41...
nature.com
Scalable decision-making for games of imperfect information - Nature
Ataraxos, an AI for the board wargame Stratego, establishes a design pattern for reinforcement learning and search that is effective under large amounts of hidden information, a longstanding desiderat...
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Uwe Ohler @uweohler.bsky.social · 30/09/2026
Our #genome still holds many mysteries… Want to help figuring out what is actually translated into proteins and how it is regulated? Our research network #ORFeus is looking for motivated #PhD students to join projects across Europe. Deadline is soon (Oct 22), have a look! www.orfeus-dn.eu/apply/
orfeus-dn.eu
Apply to ORFeus — 15 fully funded PhD positions
15 fully funded PhD positions across Europe, starting 2027. Applications open 1 October and close 22 October 2026. Rank up to three projects.
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Cas Blaauw @casblaauw.eurosky.social · 22/09/2026
Excited to show deepSCENIC to the world! GRNs meet sequence-to-function models: explicit TF-region and region-gene links, with the power of enhancer DL models, predicting RNA & ATAC at single-cell resolution. Check out the examples in the paper or try it on your own data: github.com/aertslab/Dee...
github.com
GitHub - aertslab/deepSCENIC: Deep learning for single-cell Gene Regulatory Networks
Deep learning for single-cell Gene Regulatory Networks - aertslab/deepSCENIC
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Raquel Fueyo @fueyoraquel.bsky.social · 22/09/2026
Want an efficient way to delete cis-regulatory elements in stem cells? 🧬 Our lab just published a methods paper in JoVE's collection on 2D/3D Stem Cell-Based Models of Early Mammalian Development. shorturl.at/QB1xo Thank you @ancheldjs.bsky.social for the invitation to contribute!
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Giorgio Gilestro @giorgio.gilest.ro · 20/09/2026
Academia has seen inflation in the past 30 years but it is now entering Republic of Weimar territory, with value of knowledge moving from "paper to land". In all this, Open hardware is an act of armed resistance to Technofeudalism. giorgio.gilest.ro/the-weimar-o...
giorgio.gilest.ro
The Weimar of knowledge – la bottega
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David Ho @davidho.bsky.social · 12/09/2026
I resigned from ExxonMobil today. I spent the last three years doing fossil fuel extraction research at both BP and ExxonMobil. Neither company is acting responsibly. They are racing to maximize extraction while the window to act closes, and gambling with our lives. More below.
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vincentholst.bsky.social @vincentholst.bsky.social · 13/08/2026
In 2023, @nature.com published 'Papers and patents are becoming less disruptive over time', receiving world-wide media attention. Our Matters Arising, published after a 32 month delay (more on that soon), shows that the reported decline can largely be attributed to dataset artefacts. 🧵
The average CD_5 index per year for Web of Science. The original Park et al. decline (top curve) becomes essentially flat (bottom curve) when removing papers with CD_5=1. Those papers largely correspond to dataset artefacts.
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Alejandro Montenegro @aemonten.bsky.social · 05/08/2026
"Here we describe a systematic effort (‘Codebook’) to determine the sequence specificity of 332 putative and poorly characterized human TFs." www.nature.com/articles/s41...
nature.com
An expanded codebook of human transcription factor DNA-binding specificity - Nature
Results from a panel of assays that analyse different aspects of DNA sequence specificity reveal more than 100 new motifs to aid the characterization of putative human transcription factors.
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Max Planck Institute for Molecular Genetics @molgen.mpg.de · 21/07/2026
In a new study in Nature Communications, Martin Vingron and @ekindea.bsky.social present "Corgi", an AI-based tool that allows researchers to predict how the genome behaves across different cell types. Read more: www.molgen.mpg.de/news-2026-le... Original publication: doi.org/10.1038/s414...
AI Image of a corgi with DNA sequences. The image was created using Adobe Firefly.
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Luca Pinello @lucapinello.bsky.social · 17/07/2026
1/ I'm excited to share that we're launching NECB 2026, the inaugural New England Computational Biology Symposium. Oct 1-2 at Microsoft Research New England, Cambridge. Two days of keynotes,talks, and posters to bring our community together across institutions.Space is limited. newenglandcompbio.org
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Ekin Deniz Aksu @ekindea.bsky.social · 15/07/2026
I'm excited to share that Corgi is out in @natcomms.nature.com! We refine context-aware sequence-to-function models by using FiLM to condition the model on trans-regulator expression levels. This way Corgi can generalize to unseen cell types. www.nature.com/articles/s41... 🧵Thread 1/n
nature.com
Context-aware sequence-to-function model of human gene regulation - Nature Communications
This study introduces Corgi and Corgi+ , biology-inspired deep neural network models of regulatory DNA sequences that can generalize to unseen cell types. They accurately impute epigenomic d...
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Konrad Chudzik @konrad-chudzik.bsky.social · 30/06/2026
My first PhD paper is out in Nucleic Acids Research! We describe "Ab-trapping" - an antibody artifact that distorts assays relying on antibody diffusion (microscopy, CUT&Tag, CUT&RUN). The revisions made the story much stronger. Check it out! doi.org/10.1093/nar/...
doi.org
Antibody-trapping presents a widespread pitfall for microscopy and genomics in the nucleus
Abstract. Chromatin has a complex 3D structure and diverse binding proteins that coordinate the genome’s most essential functions. Many microscopy and geno
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Aydan Bulut-Karslioglu @bulutkarslioglu.bsky.social · 26/06/2026
I have been thinking since yesterday about why I find the 1% thing so, so disturbing. It's a visceral reaction of 'just no', which goes beyond the general yuck towards the enshittification of/via AI. I have finally put my finger on it: it is the feeling you get when
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Anders Sejr Hansen @andersshansen.bsky.social · 22/06/2026
(1/n) Very excited to share tri-lab collab (Mirny & Zechner) led by Harvey, Henrik & Jack: Q: How do enhancers & promoters interact in space (contact vs. action-at-a-distance) and time (stable vs. transient)? A: Transient E-P contact (~25-42 nm lasting ~10-20 sec): www.biorxiv.org/content/10.6...
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Science Magazine @science.org · 14/06/2026
A new Science study shows that bumble bees can position a ball underneath a fake “flower” to reach a reward, suggesting they can exhibit spontaneous problem-solving and challenging the notion that such advanced cognitive abilities are exclusive to large-brained vertebrates. scim.ag/4vs08dC
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Dan Landau @landau.bsky.social · 04/06/2026
Exciting breakthrough technology from the lab, now live in @cellcellpress.bsky.social ! Instead of cutting the genome where proteins bind (e.g., Cut&Tag), D&D-seq scars the DNA with a deaminase, allowing single cell genome mapping of TFs and chromatin remodellers!
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Ekin Deniz Aksu @ekindea.bsky.social · 29/05/2026
This is insane.
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Reese Richardson @reeserichardson.bsky.social · 28/05/2026
TL;DR: We've identified more than 100 cases of apparent manipulation in Thermo Fisher Scientific's antibody verification data. @sholtodavid.bsky.social @johanduchene.bsky.social reeserichardson.blog/2026/05/28/h...
reeserichardson.blog
How much of Thermo Fisher’s antibody data has been manipulated?
We’ve documented more than 100 instances of apparent data manipulation in Thermo’s catalog
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Ekin Deniz Aksu @ekindea.bsky.social · 23/05/2026
I'm very happy to say that my first first-author paper has been published in Bioinf. Advances! 1/2 academic.oup.com/bioinformati...
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Bioinformatics Advances @bioinfoadv.bsky.social · 21/05/2026
🔬 Latest research in Bioinformatics Advances: "Modeling strategies for in vivo transcription factor binding predictions"  Read it here: doi.org/10.1093/bioadv/vbag123 Authors include: @ekindea.bsky.social
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Aydan Bulut-Karslioglu @bulutkarslioglu.bsky.social · 03/05/2026
Very excited to share our newest findings! A very long team effort pursued by multiple team members -to frantically reproduce everything over and over-, we show mTOR-Polycomb synergy at promoters of developmental master regulator TFs in ESCs prior to their expression. www.biorxiv.org/content/10.6...
biorxiv.org
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Ekin Deniz Aksu @ekindea.bsky.social · 18/04/2026
Does this mean the end of the central dogma?
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Pujuan Poppy Deng @poppy-pujuan-deng.bsky.social · 16/04/2026
I am so excited to share our new findings with you! We provide the structural evidence for a direct protein-to-DNA information pathway, showing how a bacterial enzyme 'reads' its own structure to 'write' DNA. www.science.org/doi/10.1126/...
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Sinem Saka @sinemsaka.bsky.social · 20/03/2026
Spectral multiplexing is typically limited to 4-5 channels. Our new preprint introduces a framework that utilizes DNA barcoding and signal tuning to enable robust spectral unmixing and ground-truth benchmarking to achieve 15-plex subcellular profiling without cycling www.biorxiv.org/content/10.6...
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canaztekin.bsky.social @canaztekin.bsky.social · 10/04/2026
🚨 Why can’t mammals regenerate limbs like frog tadpoles or salamanders? In our new paper in @science.org , we show that species-specific oxygen sensing acts as a gatekeeper for initiating limb regeneration 🐭🐸 🔗 www.science.org/doi/10.1126/... #EvoDevo
science.org
Species-specific oxygen sensing governs the initiation of vertebrate limb regeneration
Why mammals cannot regenerate limbs like amphibians do presents a long-standing puzzle in biology. To uncover the underlying differences, we compared amputation responses of embryonic mouse (Mus musculus) and Xenopus laevis tadpole limbs. Lowering ...
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Sambina Islam Aninta @sambean12.bsky.social · 18/03/2026
MPRAs are the gold-standard tool for measuring how DNA sequences drive gene expression and prioritizing variant effects. In this preprint we asked: does it matter WHERE you place a variant in an MPRA? Spoiler: yes, and it might lead you to miss disease-causing variants. 1/6 doi.org/10.64898/202...
biorxiv.org
Position-dependent variant effects reveal importance of context in genomic regulation
Gene expression is governed by the DNA sequence, which is read out through complex interactions between transcription factors (TFs), co-activators, and chromatin. Massively Parallel Reporter Assays (MPRAs) provide a high-throughput framework for functionally characterizing how regulatory DNA sequences impact the expression of a model gene. MPRAs have also proven to be useful for measuring the effects of genetic variation, where each allele is typically tested in the center of ~200 bp of genomic context cloned into the MPRA, but the impact of variant position and local context remains largely unexplored. In this study, we systematically investigate how shifting the position of a variant within an MPRA probe influences its regulatory activity using models that predict expression in MPRAs from DNA sequence. We find that while the direction of variant effects is usually preserved across positions, the magnitude of expression changes can vary substantially depending on where the variant is placed within the construct. This positional bias appears to be largely explained by the strong position-dependent activity of TFs whose binding the variants perturb. In a subset of cases, interactions consistent with cooperativity between TFs also contribute to position-specific effects. ~1% of variants appear to disrupt RNA polymerase III (Pol III) promoters within Alu elements, resulting in position-specificity because both A and B boxes are required for function and exclusion of either motif due to window shifts disrupts the variants' effects. However, we saw little evidence to support the hypothesis that the positional dependence of variant effects resulted from the redundancy of motifs. Overall, our study demonstrates the complexity of cis-regulatory grammar and how it can confound the interpretation of regulatory variants. ### Competing Interest Statement R.T. has filed intellectual property related to MPRA and MPRA models. The other authors declare no competing interests.
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Tineke Lenstra @tinekelenstra.bsky.social · 12/03/2026
Ever wondered how a eukaryotic transcription factor finds its specific DNA motif in the vast genome? In this preprint, we directly measured the dynamics of this search process in living cells, revealing a cooperative mechanism mediated by disordered regions. 1/10 doi.org/10.64898/202...
doi.org
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Mohammed AlQuraishi @moalquraishi.bsky.social · 13/03/2026
New OpenFold3 preview out! (OF3p2) It closes the gap to AlphaFold3 for most modalities. Most critically, we're releasing everything, including training sets & configs, making OF3p2 the only current AF3-based model that is functionally trainable & reproducible from scratch🧵1/9
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Ekin Deniz Aksu @ekindea.bsky.social · 13/03/2026
This week I was at the amazing AI and Biology conference at @embl.org I had the chance to meet with so many brilliant researchers and was inspired by many talks. Also presented Corgi of course! Thanks to all the organizers! #EESAIBio
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Annique Claringbould @anniquec.bsky.social · 12/03/2026
🧬 How do immune disease-relevant variants affect gene regulatory networks in CD4+ T cells? 🧪🖥️ We coupled two large-scale CRISPRi screens (>4M cells) to map the downstream cascades of thousands of SNPs More details in the thread below 👇 or in the article 📖 on biorxiv tinyurl.com/CD4screens
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Jordy F. Botello @jbotello.bsky.social · 10/03/2026
Some molecular machines, like ribosomes, can persist for long periods of time in cells. Could molecular aging of ribosomes shape how proteins are made? In our new preprint we track ribosomes as they age in cells and uncover unexpected effects on translation (1/10) www.biorxiv.org/content/10.6...
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Nature Reviews Genetics @natrevgenet.nature.com · 10/03/2026
New online! Gene regulatory networks: from correlative models to causal explanations
dlvr.it
Gene regulatory networks: from correlative models to causal explanations
Nature Reviews Genetics, Published online: 09 March 2026; doi:10.1038/s41576-026-00939-1In this Perspective, Maizels and Briscoe discuss the limitations of current models of gene regulatory networks and outline solutions to harness data abundance without compromising explanatory power.
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Kurianlab @kurianlab.bsky.social · 06/03/2026
www.science.org/doi/10.1126/... This is clever, very clever
science.org
Single intramuscular injection of self-amplifying RNA of Nppa to treat myocardial infarction
Self-amplifying RNA (saRNA) enables sustained protein expression from a single administration. In this study, we developed an intramuscular saRNA-lipid nanoparticle (saNppa-LNP) therapy encoding natri...
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Carl de Boer @carldeboer.bsky.social · 25/02/2026
We wrote a perspective "How to build the regulatory genome: a constructionist guide to the cis-regulatory code", out in Development yesterday. Title says it all. Find it here: journals.biologists.com/dev/article/...
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Tugce Aktas @aktast.bsky.social · 25/02/2026
Our most recent work on the “function and evolution” of #nuclear-speckles is now online at Cell @cp-cell.bsky.social doi.org/10.1016/j.ce... Read the thread👇 for the highlights of our findings.
doi.org
Redirecting
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Amanda Moehring @flybehaviour.bsky.social · 13/02/2026
Ooooh. Cool new paper on origins of life. A simple 45-nucleotide RNA molecule that can perfectly copy itself. www.science.org/doi/10.1126/...
science.org
A small polymerase ribozyme that can synthesize itself and its complementary strand
The emergence of a chemical system capable of self-replication and evolution is a critical event in the origin of life. RNA polymerase ribozymes can replicate RNA, but their large size and structural ...
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Alexander Sasse @lxsasse.bsky.social · 09/02/2026
Exciting Postdoc Opportunities – Alliance Interinstitutional Program **Deadline:** March 31, 2026 (5:00 pm CEST) 🔗 Two shared positions: www.syn-gen.de/alliance-pos... 🔗 Full call & application info:: www.health-life-sciences.de/opportunitie...
health-life-sciences.de
HEALTH + LIFE SCIENCE ALLIANCE | Interinstitutional Postdocs
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Kaessmann Lab @kaessmannlab.bsky.social · 29/01/2026
We are thrilled that our study on the evolution of gene regulation in mammalian cerebellum development – led by @ioansarr.bsky.social, @marisepp.bsky.social and @tyamadat.bsky.social, in collaboration with @steinaerts.bsky.social – is now out in @ScienceMagazine! www.science.org/doi/10.1126/...
science.org
The evolution of gene regulation in mammalian cerebellum development
Gene regulatory changes are considered major drivers of evolutionary innovations, including the cerebellum’s expansion during human evolution, yet they remain largely unexplored. In this study, we com...
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Carl T. Bergstrom @carlbergstrom.com · 27/01/2026
“The idea is to put ChatGPT front and center inside software that scientists use to write up their work in much the same way that chatbots are now embedded into popular programming editors. It’s vibe coding, but for science.”
technologyreview.com
OpenAI’s latest product lets you vibe code science
Prism is a ChatGPT-powered text editor that automates much of the work involved in writing scientific papers.
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Edda Schulz @eddaschulz.bsky.social · 20/01/2026
⚠️ The final work of two former PhD students Till @tschwammle.bsky.social and Verena @verenamutzel.bsky.social is out! ➡️⬅️ They dissect how memory can arise from antisense transcription using mathematical modelling 💻, genomics 🧬 and synthetic biology ⚒️! link.springer.com/article/10.1...
link.springer.com
Antisense transcription can induce expression memory via stable promoter repression - Genome Biology
Background The capacity of cells to retain a memory of previous signals enables acquisition of unique fates and adaptation to their environment. The underlying gene expression memory can arise from mu...
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Stein Aerts @steinaerts.bsky.social · 15/01/2026
TF-MINDI is out! A new method to learn cis-regulatory codes through rich embeddings of TF binding sites. TF-MINDI decomposes motif neighbourhoods, and works downstream of any sequence-to-function deep learning model. We deeply study the enhancer code in human neural development, check out the thread
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Steven Salzberg @stevensalzberg.bsky.social · 16/01/2026
very sad news. Peer Bork was one of the leaders of our field, a wonderful scientist, and he's much too young to be gone. www.embl.org/news/embl-an...
embl.org
In remembrance of Peer Bork  | EMBL
EMBL and its community are deeply saddened by the death of Peer Bork, the organisation’s Interim Director General.
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Ekin Deniz Aksu @ekindea.bsky.social · 16/01/2026
This sounds like it's from a sci-fi novel!
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christofseiler.bsky.social @christofseiler.bsky.social · 14/01/2026
Save the date: April 9 from 4pm to 6pm CET. Our department is hosting an online seminar with @noeliaferruz.bsky.social @sdomcke.bsky.social @const-ae.bsky.social who will talk about models for protein design, large-scale perturbation screens, and benchmarking of perturbation prediction models.
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Jill Moore @moorejille.bsky.social · 07/01/2026
Our paper on the newest version of the Registry of candidate cis-Regulatory Elements (cCREs) is out 🧬 Huge thanks to the many collaborators, experimentalists, analysts and software developers who made this work possible — truly a team effort! A "meme-torial" of the science is coming soon 👀
nature.com
An expanded registry of candidate cis-regulatory elements - Nature
The existing ENCODE registry of candidate human and mouse cis-regulatory elements is expanded with the addition of new ENCODE data, integrating new functional data as well as new cell and tissue types...
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Yanis Varoufakis @yanisvaroufakis.bsky.social · 03/01/2026
The Empire strikes back, not just to grab oil and other riches but, fundamentally, to hide its own weakness at home – and to prepare the ground for subjugating its own people, in Chicago, Portland, NYC etc. Meanwhile, a vassal Europe watches in silence... www.theguardian.com/world/live/2...
theguardian.com
Venezuelan president Maduro captured and flown out of country following ‘large scale’ US attack, Trump says – live
US president says ‘the United States of America has successfully carried out a large scale strike against Venezuela’
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Emil Marklund @marklundem.bsky.social · 27/11/2025
📣 I hereby make my Bluesky debut to announce that our work linking DNA binding affinities and kinetics 𝘪𝘯 𝘷𝘪𝘵𝘳𝘰 and 𝘪𝘯 𝘷𝘪𝘷𝘰 for the human transcription factor KLF1 just got published in Cell! @cp-cell.bsky.social www.cell.com/cell/fulltex... Key findings in a thread (1/6):
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Jacob Schreiber @jmschreiber91.bsky.social · 20/11/2025
My first @umasschan.bsky.social/@impvienna.bsky.social affiliated paper is up! tomtom-lite is a re-implementation of tomtom targeting the ML age of genomics. Fast annotations ("what is this motif?") and simple large-scale discovery of motifs. Check it out! academic.oup.com/bioinformati...
academic.oup.com
Tomtom-lite: accelerating Tomtom enables large-scale and real-time motif similarity scoring
AbstractSummary. Pairwise sequence similarity is a core operation in genomic analysis, yet most attention has been given to sequences made up of discrete c
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Molly Crabapple @mollycrabapple.bsky.social · 18/11/2025
Hey authors! Check to see if Anthropic stole your book to train their slop generator on. You’re entitled to $1500 per stolen Work. Look up your work, and if you’re in the database, file a claim secure.anthropiccopyrightsettlement.com/lookup/
secure.anthropiccopyrightsettlement.com
Submit a Claim
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Ekin Deniz Aksu @ekindea.bsky.social · 07/11/2025
Today I was happy to present Corgi at the @broadinstitute.org Broad Institute at the ML in Drug Discovery Symposium. If you want to use it for predicting genomic tracks, Corgi is now published on GitHub: github.com/ekinda/corgi
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