Ekin Deniz Aksu's Avatar

Ekin Deniz Aksu

@ekindea.bsky.social

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.

497 Followers  |  637 Following  |  23 Posts  |  Joined: 14.05.2025  |  2.2128

Latest posts by ekindea.bsky.social on Bluesky


Preview
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 ...

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/...

13.02.2026 02:18 β€” πŸ‘ 138    πŸ” 58    πŸ’¬ 0    πŸ“Œ 7
HEALTH + LIFE SCIENCE ALLIANCE | Interinstitutional Postdocs

Exciting Postdoc Opportunities – Alliance Interinstitutional Program
**Deadline:** March 31, 2026 (5:00 pm CEST)
πŸ”— Two shared positions: www.syn-gen.de/alliance-pos...
πŸ”— Full call & application info:: www.health-life-sciences.de/opportunitie...

09.02.2026 05:34 β€” πŸ‘ 3    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0

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/...

29.01.2026 19:23 β€” πŸ‘ 91    πŸ” 35    πŸ’¬ 3    πŸ“Œ 6
Preview
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.

β€œThe 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.”

27.01.2026 21:52 β€” πŸ‘ 246    πŸ” 39    πŸ’¬ 44    πŸ“Œ 64
Preview
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...

⚠️ The final work of two former PhD students Till @tschwammle.bsky.social and Verena @verenamutzel.bsky.social is out!
βž‘οΈβ¬…οΈ They dissect how memory can arise from antisense transcription using mathematical modelling πŸ’», genomics 🧬 and synthetic biology βš’οΈ! link.springer.com/article/10.1...

20.01.2026 11:02 β€” πŸ‘ 55    πŸ” 23    πŸ’¬ 1    πŸ“Œ 0

Ah I see, makes sense then! Thanks for the explanation.

17.01.2026 08:52 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I understand the answer to the first question after skimming the paper, but I have to check CREsted first. Though I think my point still stands, it would be more appropriate to compare such a TFBS prediction with something that uses motif+some data, like TF footprinting maybe.

16.01.2026 23:13 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Very interesting work! Is TF-MINDI cell type agnostic? What I mean is does it use the entire S2F model (e.g. all 7000 Borzoi tracks) or when predicting in PMBC you use only the PMBC channels?

Also, I'm not sure if motif enrichment is the right comparison here. S2F models learn from data after all

16.01.2026 22:57 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

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

15.01.2026 12:32 β€” πŸ‘ 59    πŸ” 38    πŸ’¬ 1    πŸ“Œ 0
Preview
In remembrance of Peer BorkΒ  | EMBL EMBL and its community are deeply saddened by the death of Peer Bork, the organisation’s Interim Director General.

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...

16.01.2026 18:33 β€” πŸ‘ 144    πŸ” 82    πŸ’¬ 10    πŸ“Œ 7

This sounds like it's from a sci-fi novel!

16.01.2026 10:49 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

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.

14.01.2026 13:26 β€” πŸ‘ 6    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Preview
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...

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 β€” truly a team effort!

A "meme-torial" of the science is coming soon πŸ‘€

07.01.2026 18:47 β€” πŸ‘ 56    πŸ” 31    πŸ’¬ 1    πŸ“Œ 2
Preview
Venezuelan president Maduro captured and flown out of country following β€˜large scale’ US attack, Trump says – live US president says β€˜the United States of America has successfully carried out a large scale strike against Venezuela’

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...

03.01.2026 10:06 β€” πŸ‘ 467    πŸ” 207    πŸ’¬ 35    πŸ“Œ 16
Post image

πŸ“£ I hereby make my Bluesky debut to announce that our work linking DNA binding affinities and kinetics π˜ͺ𝘯 𝘷π˜ͺ𝘡𝘳𝘰 and π˜ͺ𝘯 𝘷π˜ͺ𝘷𝘰 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):

27.11.2025 13:17 β€” πŸ‘ 99    πŸ” 33    πŸ’¬ 3    πŸ“Œ 2

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...

20.11.2025 14:02 β€” πŸ‘ 35    πŸ” 14    πŸ’¬ 1    πŸ“Œ 0
Submit a Claim

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/

18.11.2025 07:39 β€” πŸ‘ 3074    πŸ” 2543    πŸ’¬ 77    πŸ“Œ 135
Post image

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

07.11.2025 23:36 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
Three new research groups joining the MPIMG

We are excited to welcome @fueyoraquel.bsky.social, @sedonamurphy.bsky.social, and @jmstein.bsky.social as new group leaders at our institute!
Read more about their work:
--> www.molgen.mpg.de/2025-10-31-n...
All three are recruiting in the IMPRS PhD Call!
--> www.molgen.mpg.de/IMPRSPhDproj...

06.11.2025 16:00 β€” πŸ‘ 41    πŸ” 10    πŸ’¬ 0    πŸ“Œ 3
Post image

Last chance to turn it off.

On Monday, November 3rd, Microsoft will start using your LinkedIn data for AI training. And remember, you're opted in by default.

To toggle it off πŸ‘‰ Account - Settings & Privacy > Data privacy > Data for Generative AI Improvement.

31.10.2025 13:37 β€” πŸ‘ 3874    πŸ” 3592    πŸ’¬ 89    πŸ“Œ 209
Preview
Introducing the CodonFM Open Model for RNA Design and Analysis | NVIDIA Technical Blog Open research is critical for driving innovation, and many breakthroughs in AI and science are achieved through open collaboration. In the field of digital biology research, NVIDIA Clara supports this...

The genetic code is full of synonymous codons that, for decades, were assumed to be interchangeable.

Today, with NVIDIA, co-led by @genophoria.bsky.social, we announce CodonFM, a family of open-source AI models that reveal the grammar underlying codon choice: developer.nvidia.com/blog/introdu...

28.10.2025 20:55 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0
Preview
Enhancer-promoter compatibility is mediated by the promoter-proximal region Gene promoters induce transcription in response to distal enhancers. How enhancers specifically activate their target promoter while bypassing other promoters remains unclear. Here, we find that the p...

What is a promoter? And how does it work?

We very happy to share our latest work trying to understand enhancer-promoter compatibility.
I am very excited about the results of @blanka-majchrzycka.bsky.social, which changed the way I think about promoters

www.biorxiv.org/content/10.1...

16.10.2025 15:06 β€” πŸ‘ 171    πŸ” 74    πŸ’¬ 2    πŸ“Œ 6
Preview
Neural anticipation of virtual infection triggers an immune response - Nature Neuroscience Serino et al. show that seeing an infectious avatar approach the body in virtual reality triggers an immune response, indicating that the brain prepares the body to fight infections even for perceived...

Neural anticipation of virtual infection triggers an immune response
www.nature.com/articles/s41...

28.07.2025 15:51 β€” πŸ‘ 7    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0
Preview
Reporter CRISPR screens decipher cis-regulatory and trans-regulatory principles at the Xist locus - Nature Structural & Molecular Biology Here SchwΓ€mmle et al. develop CRISPR reporter screens to map transcription-factor-regulatory element interactions at the Xist locus, revealing a two-step mechanism integrating developmental and X-dosage signals to initiate X-chromosome inactivation.

⚠️ Paper alert: Using a novel CRISPR screening approach, we mapped the entire regulatory network controlling Xistβ€”key for X-chromosome inactivation.
πŸ‘‰ We discover how sex and development signals are decoded at a single gene locus.
www.nature.com/articles/s41...
πŸ‘‡ Bluetorial

06.10.2025 13:01 β€” πŸ‘ 111    πŸ” 50    πŸ’¬ 3    πŸ“Œ 2
Preview
Dissecting the impact of transcription factor dose on cell reprogramming heterogeneity using scTF-seq - Nature Genetics This study introduces single-cell transcription factor (TF) sequencing, a single-cell barcoded and doxycycline-inducible TF overexpression approach that reveals dose-sensitive functional classes of TFs and cellular heterogeneity by mapping TF dose-dependent transcriptomic changes during the reprogramming of mouse embryonic multipotent stromal cells.

🧡1/ Excited to share our new paper introducing a new #singlecell assay: scTF-seq, a high-throughput single-cell approach to explore how transcription factor (TF) dose shapes cell identity and reprogramming outcomes. πŸ”— www.nature.com/articles/s41... Big congrats to the entire team @EPFL & @SIAT_China

06.10.2025 06:57 β€” πŸ‘ 148    πŸ” 52    πŸ’¬ 2    πŸ“Œ 4

⚑⚑Excited to announce I'll be starting my lab at the Max Planck Institute of Molecular Genetics (@molgen.mpg.de) in Berlin in December! Leaving sunny California to join a fantastic environment with colleagues who do super cool work.
πŸ”¬πŸ¦ I'm hiring at all levels! πŸ”¬πŸ¦ Check: www.molgen.mpg.de/fueyo-lab

06.10.2025 13:46 β€” πŸ‘ 86    πŸ” 26    πŸ’¬ 3    πŸ“Œ 2
Post image Post image Post image Post image

It's conference week in Cambridge. Yesterday I presented Corgi in the MIT/MGB AI Cures conference, and today I'm at the Broad Institute for the Variant to Function conference.

23.09.2025 15:00 β€” πŸ‘ 9    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
A complete diploid human genome benchmark for personalized genomics Human genome resequencing typically involves mapping reads to a reference genome to call variants; however, this approach suffers from both technical and reference biases, leaving many duplicated and ...

Delighted to finally announce a preprint describing the Q100 project! β€œA complete diploid human genome benchmark for personalized genomics” For which we finished HG002 to near-perfect accuracy: www.biorxiv.org/content/10.1... 🧡[1/14]

22.09.2025 17:01 β€” πŸ‘ 97    πŸ” 57    πŸ’¬ 4    πŸ“Œ 4
Post image

We are excited to share GPN-Star, a cost-effective, biologically grounded genomic language modeling framework that achieves state-of-the-art performance across a wide range of variant effect prediction tasks relevant to human genetics.
www.biorxiv.org/content/10.1...
(1/n)

22.09.2025 05:29 β€” πŸ‘ 175    πŸ” 90    πŸ’¬ 4    πŸ“Œ 5

@ekindea is following 20 prominent accounts