Fabian Fröhlich
@frohlichlab.com
1K followers 370 following 59 posts
Dynamics of Living Systems (https://www.frohlichlab.com) group leader @thecrick.bsky.social Understanding signalling & cell state dynamics through mathematical modelling and machine learning.
Posts Media Videos Starter Packs
Reposted by Fabian Fröhlich
sparcopen.bsky.social
We just posted an impact story on policies at HHMI, Gates & Astera promoting #OpenAccess #OpenScience #OpenData. Powerful signals to other funders to accelerate discovery in science. Well done @madubs.bsky.social @openaccessmaven.bsky.social @pracheeac.bsky.social! sparcopen.org/impact-story...
Funders Roll Out Next Gen Open Policies - SPARC
sparcopen.org
Reposted by Fabian Fröhlich
crick.ac.uk
We're now recruiting early career group leaders at the Crick to lead ambitious research programmes and explore bold scientific questions.

Hear our Director, Edith Heard, explain why the Crick is a unique place for curiosity-driven research.

Apply now ➡️ www.crick.ac.uk/careers-stud...
frohlichlab.com
Opening my lab @crick.ac.uk two years ago has been a privilege, a delight and ultimately the most transformative experience of my sciencific career. Discovery science without boundaries, inspiring colleagues and infinite possibilities. Come join us!
crick.ac.uk
We're now recruiting early career group leaders at the Crick to lead ambitious research programmes and explore bold scientific questions.

Hear our Director, Edith Heard, explain why the Crick is a unique place for curiosity-driven research.

Apply now ➡️ www.crick.ac.uk/careers-stud...
Reposted by Fabian Fröhlich
crick.ac.uk
Motivated graduates with backgrounds in biological or biomedical sciences, physics, chemistry, mathematics, engineering and/or computer science are invited to apply to our 4-year fully funded PhD programme.

Apply by 05 November 2025

www.crick.ac.uk/careers-and-...
PhD students
Our PhD programme attracts the brightest scientific minds and is an opportunity for talented people to embark on their career in biomedical research.
www.crick.ac.uk
Reposted by Fabian Fröhlich
cellmorphosero.bsky.social
Omg nature is so weird and amazing
rebeccarhelm.bsky.social
Many sea stars begin life as young fairy-like creature (called a brachiolaria) that float through the open ocean. Eventually, a small star forms within them (here in yellow). The fairy-like brachiolaria sinks under the star’s weight, and the star pops out!
🎥@the_story_of_a_biologist (on Insta)
Reposted by Fabian Fröhlich
patrickkidger.bsky.social
🚀 New talk!

"Automated ML-guided lead optimization: surpassing human-level performance at protein engineering"

▶️ www.youtube.com/watch?v=mEhB...

✨🧪 This was a talk I gave at the recent AIxBIO conference in Cambridge UK. A 10-minute pitch for what we do at Cradle!
Automated ML-guided lead optimization: surpassing human-level performance at protein engineering
YouTube video by Patrick Kidger
www.youtube.com
frohlichlab.com
🌊 Signals intertwine,
🔬 cells tell hidden stories,
🤖✨ SciML maps their future.

Come do a PhD with us www.crick.ac.uk/careers-stud...
Fröhlich Lab | Scientific Machine Learning for Signal Transduction
www.crick.ac.uk
Reposted by Fabian Fröhlich
christophertape.bsky.social
Applications are now open for the @cruk-cityoflondon.bsky.social Black Leaders in Cancer PhD Programme.

If you are interested in our project ‘Reprogramming Plasticity in Colorectal Cancer’ feel free to get in touch!

www.colcc.ac.uk/2026-blic-ph...
Reposted by Fabian Fröhlich
glukozica.bsky.social
First work on kinases from my lab! Working on this project, I often remembered the late Cyrus Chothia who said that if the data doesn’t fit a beautiful model, maybe it’s not the model, maybe you just need more data. :)
biorxiv-biochem.bsky.social
Mechanism of MEK1 phosphorylation by the N-terminal acidic motif mediated asymmetric BRAF dimer https://www.biorxiv.org/content/10.1101/2025.09.26.678760v1
Reposted by Fabian Fröhlich
zenahadjivasiliou.bsky.social
🚨New Preprint🚨

How do morphogens integrate dynamically with other modes of signalling+what can this do for pattern precision and robustness?

We used the Drosophila visual system as our muse to dive into this question with the amazing Vil Fernandes @ucl.ac.uk 🧠🪰 👇

www.biorxiv.org/content/10.1...
www.biorxiv.org
Reposted by Fabian Fröhlich
mgarnett.bsky.social
The Garnett Lab is excited to launch DepMap Miner, a new tool to explore cancer dependency data!
Built on the Sanger DepMap, the DepMap Miner brings together multi-omic and functional datasets for over 1300 cancer cell models.

Start mining data now: dataminer.depmap.sanger.ac.uk
depmap miner logo
Reposted by Fabian Fröhlich
alexisbarr.bsky.social
@mariasecrier.bsky.social & I are looking for an enthusiastic & excellent data scientist for a 4-year postdoc to understand cell cycle dysregulation in cancer.

Deadline 15th October. Get in touch if you have any questions.

Please repost!

More details:
www.imperial.ac.uk/jobs/search-...
Description
Please note that job descriptions are not exhaustive, and you may be asked to take on additional duties that align with the key responsibilities ment...
www.imperial.ac.uk
Reposted by Fabian Fröhlich
saezlab.bsky.social
🥁 Check out our new preprint on OmniPath, the prior knowledge resource for #SystemsBiology, and its brand-new OmniPath Explorer web app! 🥳

📖 Preprint: www.biorxiv.org/content/10.1...
🔍 Explorer: explore.omnipathdb.org

OmniPath integrates 160+ resources for multi-omics analysis & modeling.

🧶⬇️
Reposted by Fabian Fröhlich
patrickkidger.bsky.social
💥 We are *also* organizing Machine Learning for Structural Biology @ EurIPS, Copenhagen!!

Topics include anything in the ML+bio intersection.

Submit your ML+bio short papers! Authors can even present in both locations if they have people in both locations 🚀
workshopmlsb.bsky.social
You asked and we listened... @workshopmlsb.bsky.social is excited to be expanding to Copenhagen, DK at @euripsconf.bsky.social 🎉

Two workshops (San Diego & Copenhagen) will run concurrently to support broader attendance. You can indicate your location preference(s) in the submission portal💫
Reposted by Fabian Fröhlich
trevorgraham.bsky.social
Studying cancer evolution needs multi-region or single cell seq for phylogenetics, right? Amazingly (I think!) we found single-sample bulk methylation suffices, via analysis of "fluctuating methylation". In @nature.com today led by brilliant @calumgabbutt.bsky.social www.nature.com/articles/s41...
Fluctuating DNA methylation tracks cancer evolution at clinical scale - Nature
Cancer evolutionary dynamics are quantitatively inferred using a method, EVOFLUx, applied to fluctuating DNA methylation.
www.nature.com
Reposted by Fabian Fröhlich
ajfedorec.bsky.social
The advert for the first of these positions (computational/mathematical synbio) is live!

www.ucl.ac.uk/work-at-ucl/...
Reposted by Fabian Fröhlich
Reposted by Fabian Fröhlich
alexisbarr.bsky.social
Feeling very fortunate to be awarded a Programme Foundation Award from CRUK @cruk-si.bsky.social

This is a new area for the lab & lets us team up with @mariasecrier.bsky.social to tackle a big problem of how different cancers lose control of proliferation
mrc-lms.bsky.social
Congratulations to @alexisbarr.bsky.social and Jesus Gil who have received funding awards, together totalling around £3M, from @cancerresearchuk.org!

They will lead two exciting projects that could result in discoveries that make a real difference to the lives of people with cancer in the future.
LMS scientists receive funding to boost cancer research
Cancer Research UK has awarded significant funding to researchers at the MRC Laboratory of Medical Sciences (LMS) to lead two exciting new projects that could result in discoveries that make a real di...
lms.mrc.ac.uk
Reposted by Fabian Fröhlich
cellmorphosero.bsky.social
I like how the QWERTY keyboard mirrors evolution. Proteins and pathways adapted to a situation persist, even when the situation changes. So we end up with mysteriously complex Rube Goldberg machines across biology that only make sense if you know about clashing type bars in Victorian machines.
aresluna.org
I just put online the chapter from my book that talks about all the myths and mysteries about QWERTY and Dvorak.

You can read it here: aresluna.org/the-primitiv...
The primitive tortureboard
Untangling the myths and mysteries of Dvorak and QWERTY
aresluna.org
Reposted by Fabian Fröhlich
jamesbriscoe.bsky.social
Exciting day for @crick.ac.uk today: Edith Heard takes over as Director

We're looking forward to this new chapter in the story

www.crick.ac.uk/about-us/lea...
Edith Heard
www.crick.ac.uk
Reposted by Fabian Fröhlich
guillaumediss.bsky.social
Latest pre-print from our lab is out. Great work by @alexbendel.bsky.social and team.

Full deep mutational scan of an entire human protein interaction domain family

2M quantitative measurement of protein-protein interaction -> deep learning model to predict PPI from sequence

More details 👇