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Judith Kribelbauer

@jk-swietek.bsky.social
683 followers 431 following 63 posts

Gabilan Assistant Professor of Molecular and Cellular Biosciences & Quantitative and Computational Biology @ USC Prior @EPFL & @Columbia University #GeneRegulation #NonCodingMechanisms #TranscriptionFactors

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Judith Kribelbauer @jk-swietek.bsky.social · 11h
Amazing work. Direct imaging evidence that DNA sequence and TFBS number and composition at enhancers are responsible for non-uniform nuclear TF concentrations, sth I've suspected for a while(tinyurl.com/TFhubs)! Highlights the importance of TF cooperativity! Time to study this in more detail :)
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Judith Kribelbauer @jk-swietek.bsky.social · 14h
ui, a new regulatory sequence models from Kelley/Linder to play with - Cerberus! a new architecture with Hydra blocks replacing the transformer blocks. www.biorxiv.org/content/10.6...
biorxiv.org
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Judith Kribelbauer @jk-swietek.bsky.social · 23/09/2026
Tim was on my committee and the one member sending long e-mails w comments & questions. It felt intimidating, but he did so bc he cared! Made me consider the big picture! The mentorship every grad student should seek! Told myself I'd say thank you when I see him again. Regret not reaching out :(
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Philippe Batut @philippebatut.bsky.social · 10/09/2026
🧬🔬 Why are enhancers transcribed and how does that impact gene regulation? I’m really excited to share our new paper in @science.org showing that noncoding RNAs control the timing of gene activation in embryos. With Mike Levine #ScienceResearch @columbiamed.bsky.social A few highlights below... 🧵👇
science.org
Noncoding transcription controls the developmental dynamics of long-range gene regulation
The genomic regions regulating gene expression are often themselves transcribed into a variety of noncoding RNAs (ncRNAs). However, the regulatory roles of this noncoding transcription remain largely ...
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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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Judith Kribelbauer @jk-swietek.bsky.social · 10/08/2026
Huge undertaking of many labs for many years, highlighting the power of multi-platform comparisons and open collaborations! So many Zoom meetings, bridging an 11h+ time zone difference to make it all happen!
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Judith Kribelbauer @jk-swietek.bsky.social · 06/08/2026
Interesting how Gemini is asking for my opinion about whether the current attempt of achieving AIVCs is a waste of $$$, after I pushed it to consider more skeptical voices. It pivoted surprisingly quickly. Curious what others think? I'm camp "1 billion dead, static snapshots" for now 😅
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Judith Kribelbauer @jk-swietek.bsky.social · 05/08/2026
Feel like these kind of vigorous benchmarks are not getting enough attention among all the AIVC talk. "The central contribution of our note is to recognize that perturbation prediction metrics are implicitly point estimates of population parameters."
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Mel Eckersley-Maslin @meleckmas.bsky.social · 03/08/2026
Latest from @arnaudkr.bsky.social on TF cooperation at enhancers, liked the combination of single-molecule footprinting at ectopic vs endogenous loci in mESCs. Curious if the cumulative activation frequency model holds for other less proliferative/plastic cell types? www.nature.com/articles/s41...
nature.com
Cumulative transcription factor binding and p300-mediated histone acetylation drive enhancer activation frequency - Nature Genetics
This study uses single-molecule footprinting to quantify chromatin accessibility at enhancers and promoters in mouse embryonic stem cells and to dissect the contributions of transcription factor bindi...
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Judith Kribelbauer @jk-swietek.bsky.social · 30/07/2026
Obviously a strong supporter of this type of tool, but troubled by the literature review. No reference to @chribue.bsky.social work on combinatorial enhancers, and our EXTRA-seq -> kilobase-scale E-P landscapes in a native locus (no minP). Same principle, just ONT.
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Luca Giorgetti lab @FMI @lucagiorgetti.bsky.social · 15/07/2026
Our preprint is now out in @natgenet.nature.com ! doi.org/10.1038/s415... We measured Sox2 promoter bursting dynamics with the SCR enhancer positioned at different distances within a genomic locus devoid of confounding effects in mESC: Main findings in the 🧵 below:
doi.org
Enhancer control of promoter activity and variability via frequency modulation of clustered transcriptional bursts - Nature Genetics
Tünnermann et al. use live-cell imaging to study promoter activity under the control of an enhancer inserted at different genomic distances. RNA production from the promoter occurs in clusters of tran...
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Judith Kribelbauer @jk-swietek.bsky.social · 15/07/2026
Looks like a great resource!
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Judith Kribelbauer @jk-swietek.bsky.social · 10/07/2026
as someone in the initial phase, how do you possibly know if this is generally true or survivorship bias... Still working on reaching my "within boundary" stage, but definitely cutting my lecture material for next semester 😅 www.science.org/content/arti...
science.org
To my younger self, the overwhelmed new professor: You will make it
How this scientist navigated the tough decisions and personal strain of starting a lab
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Judith Kribelbauer @jk-swietek.bsky.social · 22/06/2026
Amazing, what a feat! Transient (15s), close-range (~30nm) interactions drive gene activation, elevating the importance of enhancer and promoter sequence identity: Are there E-P pairs that stabilize transient interactions?
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Judith Kribelbauer @jk-swietek.bsky.social · 08/06/2026
Recommend read! Struggling to implement code/bring your thoughts on paper is what builds topic-level expertise. Great tool for everyone already on the other side of the learning journey, but what about trainees? Would I have wanted it for myself when I started out? Not entirely sure.
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Elphege Nora Lab at UCSF @elphegenoralab.bsky.social · 13/05/2026
Why can't we explain enhancer action despite 2 decades of chromosome conformation technologies? 😬 Our new study spearheaded by Leonid Mirny's group points to a flaw in our assumptions, and to a solution from physical principles By @timothyfoldes.bsky.social 💻& @karissalhansen.bsky.social 🧪 🧵👇
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Schubeler Lab @schubelerlab.bsky.social · 07/05/2026
Excited to share our new study on CpG islands (CGIs) regulation by transcription factors (TFs)! CGIs drive most transcription initiation with unclear regulation. We find that chromatin-opening TFs are key players—following a surprisingly simple rule. 🧵 www.biorxiv.org/content/10.6... 1/9
biorxiv.org
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Grand Lab @grandlab.bsky.social · 07/05/2026
Excited to share our first story led by @martinacapriati.bsky.social! How do cells control the expression of viability genes? We find that single transcription factors can drive both chromatin opening and gene activation from densely co-bound CpG island promoters, including at essential genes
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MC Gambetta @mcgambetta.bsky.social · 04/05/2026
Hello all, our lab is recruiting a PhD candidate to study how 3D genome folding impacts gene regulation in development. We're located at the Center for Integrative Genomics department of the University of Lausanne, Switzerland. Please email me if interested. #PhDPosition, #PhDOpportunity
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Judith Kribelbauer @jk-swietek.bsky.social · 24/04/2026
Finally got to read this. Shows just how much we don't know about TFs and how they cooperate to find their target loci. www.science.org/doi/10.1126/...
science.org
Unstructured transcription factor interactions enable emergent specificity
How intrinsically disordered regions (IDRs) influence chromatin binding and nuclear organization of transcription factors (TFs) remains unclear. We employed proximity-assisted photoactivation (PAPA), ...
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Judith Kribelbauer @jk-swietek.bsky.social · 16/04/2026
Been waiting for this! Make sure to check it out!
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Judith Kribelbauer @jk-swietek.bsky.social · 15/04/2026
Exciting to see that making synthetic enhancers can have a real impact. Cooperativity is powerful! www.nature.com/articles/s41...
nature.com
Synthetic super-enhancers enable precision viral immunotherapy - Nature
Synthetic super-enhancers enable specific delivery of anticancer payloads, achieving tumour elimination after a single dose in a mouse model of aggressive glioblastoma.
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Judith Kribelbauer @jk-swietek.bsky.social · 11/04/2026
Next time someone asks me what I work on and why it's relevant, I'll use this example 😅 www.nature.com/articles/d41...
nature.com
Female mice grow testes after this single DNA tweak
Small changes in the non-coding part of the genome have a key role in sex determination.
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Judith Kribelbauer @jk-swietek.bsky.social · 30/03/2026
It's some AI scientists/investor hype imo. The model is as good as the data we feed it. We create experimental benchmarking data and let's just say the accuracy for predicting non-coding variant effects are not that great, even when cellular context remains unchanged, but no one wants a buzzkill...
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Judith Kribelbauer @jk-swietek.bsky.social · 20/03/2026
Is this really how performance is evaluated in protein mutation prediction studies? Working on the non-coding genome, I kinda assumed specific folds, etc. are withheld given their structural relatedness. Suffering Gell-Mann Amnesia I suppose 😅.
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Elzo de Wit lab @ NKI @dewitlab.bsky.social · 18/03/2026
🧵 CTCF is essential for embryonic development, but why has remained unclear. By combining gastruloids with a temporal degron system, we uncovered a surprising dual function — and it changes how we think about CTCF's role in development. 1/8 www.biorxiv.org/content/10.6...
biorxiv.org
A dual role for CTCF in development
CTCF is an essential DNA binding protein whose absence leads to embryonic lethality. CTCF is primarily known for its role in 3D genome organization where its N-terminal domain interacts with cohesin to anchor chromatin loops. How CTCF facilitates proper embryonic development remains unclear, necessitating temporal control to resolve its stage-specific functions. By combining gastruloids, an in vitro model of embryonic development, with a degron system to rapidly deplete CTCF at defined timepoints, we show that early CTCF depletion impairs early gastruloid morphogenesis. Surprisingly, ATAC-seq and time-resolved RNA-seq revealed that differentiation was unaffected. CTCF binding is strongly enriched at promoters of downregulated genes. Re-expression of a CTCF variant with an N-terminal truncation, incapable of looping, was sufficient to rescue the expression of CTCF-promoter bound genes and the defects in morphogenesis. However, extended culture (up to 168 hours) of gastruloids reconstituted with N-terminal truncated CTCF led to their collapse. Our work shows that CTCF has a dual function in early mammalian development: at early stages CTCF regulates developmentally important genes through promoter binding, while at later stages its looping function is required for correct development. ### Competing Interest Statement The authors have declared no competing interest. European Research Council, https://ror.org/0472cxd90, 637587, 865459 Dutch Research Council, https://ror.org/04jsz6e67, 016.161.316, VI.C.222.049 Dutch Cancer Society, https://ror.org/0368jnd28, N/A
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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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Judith Kribelbauer @jk-swietek.bsky.social · 21/02/2026
Every grant I applied for had an unprecedented number of applications this year, while simultaneously there is less overall funding. Very discouraging when putting in the effort no longer matters and blasting the system with AI written grants becomes the winning strategy.
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Alex Holehouse @alexholehouse.bsky.social · 19/02/2026
Papers are like buses... You wait for ages, then two come along at once. Huge congrats to @bornanovak.bsky.social and @jefflotthammer.bsky.social for pushing and driving every aspect of this work, preprinted ~1 year ago to the day (Friday before BPS), now published! www.nature.com/articles/s41...
nature.com
Accurate predictions of disordered protein ensembles with STARLING - Nature
The deep learning model STARLING can generate accurate ensembles of intrinsically disordered regions of proteins using only protein sequence as input.
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Alex Holehouse @alexholehouse.bsky.social · 12/02/2026
Pleased to share the final version of this behemoth of a paper, now finally published. I guess I can retire now? www.nature.com/articles/s41... More functional data, many thousands of words removed, and a few other updates from last year's preprint.
nature.com
Sequence and chemical specificity define the functional landscape of intrinsically disordered regions - Nature Cell Biology
Langstein-Skora, Schmid, Huth et al. propose that intrinsically disordered region functionality can be driven by the interplay between linear binding motifs and contextual chemical characteristics suc...
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Wolfgang Huber @wkhuber.bsky.social · 03/02/2026
Computer science needs more biologists. They are used to: - study systems that are mindbogglingly complex and complicated, - use reductionism to study and describe such systems, using famously clumsy and fiddly tools to collect noisy and incomplete data, (1/2)
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Žiga Avsec @avsecz.bsky.social · 28/01/2026
AlphaGenome is out in @nature.com today along with model weights! 🧬 📄 Paper: www.nature.com/articles/s41... 💻 Weights: github.com/google-deepm... Getting here wasn’t a straight path. We discussed the story behind the model, paper & API in the following roundtable: youtu.be/V8lhUqKqzUc
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Judith Kribelbauer @jk-swietek.bsky.social · 31/01/2026
Agreed! Great we have this model & kudos to the developers (especially for user-friendly implementation😀), but let's not abuse it as an excuse to stop trying to understand the actual mechanisms! Yes, gene regulation is complicated, but still rooted in the biophysics of molecular interactions...
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Jeff Vierstra @jeffvierstra.bsky.social · 30/01/2026
Surprised (but also not that surprised) that the AlphaGenome paper didn't officially cite any of the primary data used for training their model (see Fig. 1, thousands of datasets made with tremendous time and effort over >15yrs). What's up with that @nature.com ? www.nature.com/articles/s41...
nature.com
Advancing regulatory variant effect prediction with AlphaGenome - Nature
AlphaGenome, a deep learning model that inputs 1-Mb DNA sequence to predict functional genomic tracks at single-base resolution across diverse modalities, outperforms existing models in variant effect...
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Judith Kribelbauer @jk-swietek.bsky.social · 21/01/2026
My next read!
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Judith Kribelbauer @jk-swietek.bsky.social · 24/12/2025
Great collaboration! 📠+🧬 Experiments and ML go hand-in-hand. Hopefully more to come in the future!
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Judith Kribelbauer @jk-swietek.bsky.social · 19/12/2025
"Our findings argue against a strict reg. role for TAD boundaries in controlling gene expression [...] TADs appear to serve primarily to organize chrom. topology at a global scale"- taking it as support from the '3Ders' for my love of TFs as prime regulatory suspects😉 www.biorxiv.org/content/10.6...
biorxiv.org
TAD boundary architecture and gene activity are uncoupled
Topologically associating domains (TADs) are prominent features of genome organization. A proposed function of TADs is to contribute to gene regulation by promoting chromatin interactions within a TAD...
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Bart Deplancke @bartdeplancke.bsky.social · 02/12/2025
We just released IRIS (7+yrs project), a tech we believe will transform cell biology by pairing high-resolution cell images with matched #scRNAseq, letting us interpret cellular form by its molecular ground truth. Huge tx to @JohannesBues, @JoernPezoldt, @CamilleLambert et al. shorturl.at/zgY8Z
Overview of Integrated Robotic Imaging and Sequencing, IRIS
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Judith Kribelbauer @jk-swietek.bsky.social · 27/11/2025
Very much into this! "Future work will clarify the biochemical basis for how promoter-proximal elements, like SRR2, synergize with distal enhancers to support cohesin-independent long-range regulation."
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Jacob Schreiber @jmschreiber91.bsky.social · 07/10/2025
Now that I'm settled in at @umasschan.bsky.social, I'm hiring at all levels: grad students, post-docs, and software engineers/bioinformaticians! The goal of my lab is to understand the regulatory role of every nucleotide in our genomes and how this changes across every cell in our bodies.
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Judith Kribelbauer @jk-swietek.bsky.social · 14/08/2025
While over here discussions are about slashing Science funding, the Swiss are proposing to put it center stage on their currency. And I thought I was returning to the "Mecca of Science", not leaving it... 😅 Also, is this even real money? www.neuebanknotenserie.ch/detailview.h...
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Judith Kribelbauer @jk-swietek.bsky.social · 07/08/2025
Beautifully controlled system to delineate primary from context-specific TF binding, revealing how chromatin state shapes TF binding specificity during differentiation and vice versa!
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Judith Kribelbauer @jk-swietek.bsky.social · 05/08/2025
Excited to see that our study on context-specific transcription factors was named as one of 8 remarkable outputs of 2024 by the Swiss Institute of Bioinformatics.
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Chromatin Haiku @chromatinhaiku.bsky.social · 03/07/2025
The Range Extender For enhancers to function At long distances #ChromatinHaiku
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Judith Kribelbauer @jk-swietek.bsky.social · 27/05/2025
Really cool work using a gene synteny-based strategy to identify enhancer conservation across species w/o seq similarity. Last figure is my favorite: while TFBS content is conserved, TFBS syntax is not! Aligns with our findings on TF cooperativity, where a specific syntax was not required.
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Judith Kribelbauer @jk-swietek.bsky.social · 16/05/2025
As a scientist and mom of a little boy this story really touched me. The rewards of science funding go way beyond $ return on investment (& NIH's ROI is unparalleled). Hats off to the parents making this incredibly tough decision, paving the way for future treatments. www.nytimes.com/2025/05/15/h...
nytimes.com
Baby Is Healed With World’s First Personalized Gene-Editing Treatment
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Judith Kribelbauer @jk-swietek.bsky.social · 29/04/2025
How is it end of April already? Excited to share that the Kribelbauer Lab is up and running @USC/MCB. Grateful for my first two PhD students @m-finegan.bsky.social @christinagirgis.bsky.social. We are dev scalable, genome-int. tools to study TF & enhancer regulation. Website now live bit.ly/4jo8Tjg
dornsife.usc.edu
Home - Kribelbauer Lab
USC Dornsife
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Nadav Ahituv @nadavahituv.bsky.social · 22/04/2025
MPRAbase (mprabase.ucsf.edu) , a customized database for massively parallel reporter assays (MPRAs) to easily find and download MPRA data. Amazing work by Jingjing Zhao, Fotis Baltoumas, Georgios Pavlopoulos, @vagar.bsky.social, ilias Georgakopoulos-Soares & others. genome.cshlp.org/content/earl...
genome.cshlp.org
MPRAbase a Massively Parallel Reporter Assay database
An international, peer-reviewed genome sciences journal featuring outstanding original research that offers novel insights into the biology of all organisms
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Judith Kribelbauer @jk-swietek.bsky.social · 21/04/2025
100% agree w Lowe on this: "But how is AGI going to suddenly reveal what is now hidden? The sum total of all the medical information in the world right now is not enough. And it's going to go on being Not Enough for quite some time..." Let's also focus on Exp. Tools! www.science.org/content/blog...
science.org
The End of Disease
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Judith Kribelbauer @jk-swietek.bsky.social · 12/02/2025
Looking for a Postdoc position in #Genomics at the interface of computational and molecular biology? -> The Rube lab at UC Merced is recruiting. I highly recommend you reach out! aprecruit.ucmerced.edu/JPF01874
aprecruit.ucmerced.edu
Postdoctoral Scholar in Genomics
University of California, Merced is hiring. Apply now!
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