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Emmanuel Cazottes

@manucazottes.bsky.social
292 followers 681 following 16 posts

Gene regulation, ML and stem cells | Postdoctoral fellow w/ @carldeboer.bsky.social @sbmeubc.bsky.social | PhD w/ @crougeulle.bsky.social @upcite.bsky.social | Roamer of the non-coding genome 🌐 emmanuelczt.github.io

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Reposted by Emmanuel Cazottes
Matthew Taliaferro @jmtali.bsky.social · 11/06/2026
New paper! How do RNAs "know" where to go inside a cell? We dug into the sequence elements that route RNAs to the right place. It turns out that, in mammals, they're surprisingly massive (>200 nt), multipartite, and wonderfully complicated. 🧵
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Emmanuel Cazottes @manucazottes.bsky.social · 28/05/2026
In a new preprint we benchmarked Active learning strategies in order to improve Sequence-to-expression models 🤖🧬 TLDR: AL improves performance on generalization tasks and selects data with high biological relevance! Check out the preprint and 🧵 by co-author @muntakimrafi.bsky.social to know more! 👇
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Reposted by Emmanuel Cazottes
Luca Giorgetti lab @FMI @lucagiorgetti.bsky.social · 13/05/2026
Beautiful new study from @elphegenoralab.bsky.social and Leonid Mirny's lab: Cohesin-bridged encounters mediate enhancer-promoter communication, predicting how enhancer effect scales with genomic distance and - for the first time - how CTCF sites modulate enhancer-promoter communciation! 🧵 below
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Reposted by Emmanuel Cazottes
Karissa Hansen @karissalhansen.bsky.social · 13/05/2026
Preprint announcement! It was really fun teaming up with @timothyfoldes.bsky.social and the Mirny lab et al. for this one 🤝
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Reposted by Emmanuel Cazottes
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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Reposted by Emmanuel Cazottes
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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Reposted by Emmanuel Cazottes
Stephen Turner @stephenturner.us · 29/04/2026
Agentic systems are adept at solving well-scoped, verifiable problems in computational biology www.biorxiv.org/content/10.6...
biorxiv.org
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Reposted by Emmanuel Cazottes
Selin Jessa @selinjessa.com · 14/04/2026
We are so excited to see our work out in @nature.com! We present a multi-omic single-cell atlas of 12 organs in human fetal development, explore the enhancer landscape, use deep learning to infer rules of transcription factor activity, and interpret non-coding variants in complex traits: #GeneReg 🧬🖥️
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Reposted by Emmanuel Cazottes
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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Reposted by Emmanuel Cazottes
Institut Curie @institutcurie.bsky.social · 02/03/2026
www.science.org/doi/10.1126/...
science.org
Remodeling of XIST regulatory landscape during primate evolution
How gene regulation strategies rapidly evolve across short evolutionary timescales is explored.
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Reposted by Emmanuel Cazottes
Institut Curie @institutcurie.bsky.social · 02/03/2026
🔬 X chromosome inactivation: same function, different regulations depending on the species. A study led by @crougeulle.bsky.social with Université Lyon 1 and @embl.org shows that while humans, macaques and marmosets all inactivate one X chromosome, the regulatory mechanisms have evolved differently.
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Emmanuel Cazottes @manucazottes.bsky.social · 03/03/2026
Science in the Keg brings researchers and the #Vancouver community together for a relaxed evening of discovery and conversation on the science of nutrition! No expertise required! Free registration luma.com/3a5g5ktr! In partnership with @scienceinvancouver.com @sbmeubc.bsky.social
Ad for Science in the Keg, a science communication event in Vancouver
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Emmanuel Cazottes @manucazottes.bsky.social · 28/01/2026
Our paper on the evolution of XIST regulatory network in primates is now published in Science Advances! Check out the paper www.science.org/doi/10.1126/... or a digest of our findings emmanuelczt.github.io/posts/2026/0... A short 🧵 of our main findings 👇
science.org
Remodeling of XIST regulatory landscape during primate evolution
How gene regulation strategies rapidly evolve across short evolutionary timescales is explored.
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Reposted by Emmanuel Cazottes
Carl de Boer @carldeboer.bsky.social · 11/07/2025
SOOOO MANY GENOMICS MODELSSSS! 😱 Often unclear which is best since they benchmark differently! In this preprint, we introduce GAME, a new framework that utilizes APIs to enable sustainable, uniform model evaluation so we can see which is actually best for each task. doi.org/10.1101/2025...
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Reposted by Emmanuel Cazottes
Juliane Glaser @julianeg.bsky.social · 09/07/2025
Finally out! 🥳 Our paper showing how a transposable element (TE) insertion can cause developmental phenotypes is now published @natgenet.nature.com 🧬🦠🐁 Below is a brief description of the major findings. Check the full version of the paper for more details: www.nature.com/articles/s41588-025-02248-5
nature.com
Enhancer adoption by an LTR retrotransposon generates viral-like particles, causing developmental limb phenotypes - Nature Genetics
Activation of an LTR retrotransposon inserted upstream of the Fgf8 gene produces viral-like particles in the mouse developing limb, triggering apoptosis and causing limb malformation. This phenotype c...
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Reposted by Emmanuel Cazottes
Irene Gallego Romero @ee-reh-neh.bsky.social · 11/07/2025
We tile through ~300 ultra conserved elements 10bp at a time in 6 taxa (some alive, some extinct), to ask, are they the reason the two skulls below- separated by 160 million years of evolution - are so similar? (image from former PhD student Laura Cook)
Black and white photos of a thylacine (now extinct) and a grey wolf, in the same pose, looking pretty similar!Lateral adult skull of the c. thylacine and d. wolf. Ventral adult cranium of the e. thylacine and f. wolf. They also look pretty similar!
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Reposted by Emmanuel Cazottes
Stephen Turner @stephenturner.us · 10/07/2025
The evolutionary foundations of transcriptional regulation in animals www.nature.com/articles/s41... (read free: rdcu.be/evDcA) 🧬🖥️🧪
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Nozomu Yachie @nzmyachie.bsky.social · 20/06/2025
CAGT was fun! Thanks @carldeboer.bsky.social @sudpinglay.bsky.social and the de Boer lab for organizing! Folks from Seattle, Oregon, and other places. Great community. Arman gave a usual super talk, and Sanchit and Dayag won poster prizes☺️
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Reposted by Emmanuel Cazottes
Mike Robson @drmrobson.bsky.social · 20/06/2025
Postdoc🚨! Come join our HFSP team to uncover how chromatin moves in cells and what this means for genome function! Great opportunity to combine single-cell genomics, live imaging and polymer physics in the unique mammalian retina with @andersshansen.bsky.social, Davide Michieletto & Sandra Tenreiro
mdc-berlin.de
Wissenschaftliche*r Mitarbeiter*in/ Postdoc (m/f/d)
Chromatin ist nicht unbeweglich. Es handelt sich um ein hochdynamisches Material, dessen 3D-Struktur zentrale genomische Prozesse – von der Transkription bis zur DNA-Reparatur – steuert. Doch wie verhält sich Chromatin als Material – als Flüssigkeit, Feststoff oder viskoelastisches Gel –, um diese Funktionen in lebenden Zellen auszuführen? Ohne eine Antwort auf diese Frage können wir nicht vollständig verstehen, wie Chromatin bei Krankheiten gestört wird.
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Reposted by Emmanuel Cazottes
EPIGENETIC HULK @epigenetichulk.bsky.social · 13/06/2025
EPIGENETIC HULK READY TO SMASH AGAIN! GET IN LOSERS!
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Reposted by Emmanuel Cazottes
Daniel Ibrahim @danielibrahim.bsky.social · 27/05/2025
How to find Evolutionary Conserved Enhancers in 2025? 🐣-🐭 Check out our paper - fresh off the press!!! We find widespread functional conservation of enhancers in absence of sequence homology Including: a bioinformatic tool to map sequence-diverged enhancers! rdcu.be/enVDN github.com/tobiaszehnde...
rdcu.be
Conservation of regulatory elements with highly diverged sequences across large evolutionary distances
Nature Genetics - Combining functional genomic data from mouse and chicken with a synteny-based strategy identifies positionally conserved cis-regulatory elements in the absence of direct sequence...
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Reposted by Emmanuel Cazottes
Manu Saraswat @manusaraswat.bsky.social · 16/05/2025
🧠 Excited to share my main PhD project! We mapped the regulatory rules governing Glioblastoma plasticity using single-cell multi-omics and deep learning. This work is part of a two-paper series with @bayraktarlab.bsky.social @oliverstegle.bsky.social and @moritzmall.bsky.social, Preprint at end🧵👇
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FragileNucleosome @fnucleosome.bsky.social · 15/05/2025
Join us on Wednesday next week for two exciting talks on transcription regulation from @kasitc.bsky.social and @davidsuter.bsky.social! You can register at: us06web.zoom.us/webinar/regi...
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Reposted by Emmanuel Cazottes
Marieke Oudelaar @mariekeoudelaar.bsky.social · 13/05/2025
Very happy to share the peer-reviewed version of our paper in which we study the formation and function of pair-wise and multi-way enhancer-promoter interactions in gene regulation (see thread below): www.nature.com/articles/s41...
nature.com
CTCF depletion decouples enhancer-mediated gene activation from chromatin hub formation - Nature Structural & Molecular Biology
Karpinska, Zhu and colleagues characterize the structure-function relationship of the genome during cellular differentiation and demonstrate a role for enhancer-promoter interactions in gene regulatio...
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Reposted by Emmanuel Cazottes
Cedric Feschotte @cedricfeschotte.bsky.social · 30/04/2025
💥🥳 At long last, our latest paper is out! Gag proteins of endogenous retroviruses are required for zebrafish development www.pnas.org/doi/10.1073/... Led heroically by Sylvia Chang & @jonowells.bsky.social A study which has changed the way I think of #transposons! No less! 🧵 1/n
pnas.org
Gag proteins encoded by endogenous retroviruses are required for zebrafish development | PNAS
Transposable elements (TEs) make up the bulk of eukaryotic genomes and examples abound of TE-derived sequences repurposed for organismal function. ...
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Reposted by Emmanuel Cazottes
Iana V. Kim @ianakim.bsky.social · 07/05/2025
I’m very excited to share our work on the early evolution of animal regulatory genome architecture - the main project of my postdoc, carried out across two wonderful and inspirational labs of @arnausebe.bsky.social and @mamartirenom.bsky.social. www.nature.com/articles/s41...
nature.com
Chromatin loops are an ancestral hallmark of the animal regulatory genome - Nature
The physical organization of the genome in non-bilaterian animals and their closest unicellular relatives is characterized; comparative analysis shows chromatin looping is a conserved feature of ...
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Reposted by Emmanuel Cazottes
Irene Gallego Romero @ee-reh-neh.bsky.social · 05/05/2025
🎉 This paper has been a long time and a labour of love (and hardship) for multiple group members, but, finally: we MPRA'ed 25k introgressed variants (Denisovan and Neanderthal) segregating at allele frequencies > 0.15 in humans today to evaluate their potential to regulate gene expression.
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Reposted by Emmanuel Cazottes
Ben Lehner @benlehner.bsky.social · 04/05/2025
We quantify the aggregation of >100,000 random protein sequences to train CANYA, a convolution-attention hybrid neural network to predict aggregation from sequence. With @bennibolo.bsky.social www.science.org/doi/10.1126/...
science.org
Massive experimental quantification allows interpretable deep learning of protein aggregation
xAI trained on >100,000 random peptides predicts and elucidates primary sequence determinants of aggregation.
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Reposted by Emmanuel Cazottes
Selin Jessa @selinjessa.com · 03/05/2025
Delighted to share our latest work deciphering the landscape of chromatin accessibility and modeling the DNA sequence syntax rules underlying gene regulation during human fetal development! www.biorxiv.org/content/10.1... Read on for more: 🧵 1/16 #GeneReg 🧬🖥️
biorxiv.org
Dissecting regulatory syntax in human development with scalable multiomics and deep learning
Transcription factors (TFs) establish cell identity during development by binding regulatory DNA in a sequence-specific manner, often promoting local chromatin accessibility, and regulating gene expre...
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Reposted by Emmanuel Cazottes
Jacob Schreiber @jmschreiber91.bsky.social · 24/04/2025
Our preprint on designing and editing cis-regulatory elements using Ledidi is out! Ledidi turns *any* ML model (or set of models) into a designer of edits to DNA sequences that induce desired characteristics. Preprint: www.biorxiv.org/content/10.1... GitHub: github.com/jmschrei/led...
biorxiv.org
Programmatic design and editing of cis-regulatory elements
The development of modern genome editing tools has enabled researchers to make such edits with high precision but has left unsolved the problem of designing these edits. As a solution, we propose Ledi...
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Reposted by Emmanuel Cazottes
Vikram Agarwal @vagar.bsky.social · 22/04/2025
One of the toughest parts of the field of massively parallel reporter assays to measure >~thousands of elements is that there are hundreds of pubs using them, but no central repo to easily locate the results....until now! Great collab w/ Jingjing Zhao, Ilias G-S, and @nadavahituv.bsky.social!!
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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Denis Duboule @denisduboule.bsky.social · 18/04/2025
Vidéos of the symposium are now available online @collegedefrance.bsky.social Just click and enjoy!🙏🏼🤘
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Michael Montgomery @michaeltmont.bsky.social · 17/04/2025
I am elated to share that our manuscript describing Variant-EFFECTS, a high-throughput technology we developed to precisely and quantitatively measure the effects of CRISPR-mediated edits on gene expression, is now published at @cellpress.bsky.social: authors.elsevier.com/c/1kxgiL7PXu...
authors.elsevier.com
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Vijay Ramani @vram142.bsky.social · 16/04/2025
To the top of the "to-read" list. Looks like a heroic amount of work from the Hahn lab (large-scale ChEC-seq compendium!) www.nature.com/articles/s41...
nature.com
Low overlap of transcription factor DNA binding and regulatory targets - Nature
A near-complete survey of transcription factor activities in Saccharomyces cerevisiae reveals that most transcription factors have both activator and repressor activities and limited overlap between t...
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Reposted by Emmanuel Cazottes
ubcpostdocs.bsky.social @ubcpostdocs.bsky.social · 08/04/2025
Join the UBC and SFU Postdocs for a social at the Bloedel Conservatory and Queen Elizabeth Park on Thursday 17th April! 4-5 PM - Bloedel Conservatory (Free Entry) 5 PM - BBQ at QE Park Feel free to join for both parts of the event or just one. Register now: ubc.ca1.qualtrics.com/jfe/form/SV_...
ubc.ca1.qualtrics.com
Qualtrics Survey | Qualtrics Experience Management
The most powerful, simple and trusted way to gather experience data. Start your journey to experience management and try a free account today.
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Reposted by Emmanuel Cazottes
Arnaud Krebs @arnaudkr.bsky.social · 02/04/2025
The importance of moving away from bulk! Occupancy of Pol II at promoters is dramatically different between fly and mouse cells! When looking single molecule! Proud of the team! @kasitc.bsky.social @molinalab.bsky.social doi.org/10.1038/s443...
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Luca Giorgetti lab @FMI @lucagiorgetti.bsky.social · 29/03/2025
Celebrating 10 years of our lab with a new preprint: www.biorxiv.org/content/10.1... How does enhancer location within a TAD control transcriptional bursts from a cognate promoter? Experiments by Jana Tünnermann and modelling by Gregory Roth
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Emmanuel Cazottes @manucazottes.bsky.social · 26/03/2025
Join us for the first edition of the Cascadia Advanced Genomic Technologies meeting! We aim at fostering collaborations to tackle critical challenges in mammalian genomics. Info and registration link below 👇
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Reposted by Emmanuel Cazottes
Carl de Boer @carldeboer.bsky.social · 26/03/2025
Join us June 19-20, 2025 in Vancouver BC for the Cascadia Advanced Genomic Technologies meeting! Featuring Keynote speaker Calin Plesa @calin.bsky.social Abstract deadline April 30🔔, but registration is capped so don't wait! 😱 de-boer-lab.github.io/CAGT_meeting/
de-boer-lab.github.io
CAGT: Cascadia Advanced Genomic Technologies
June 19-20 2025, Vancouver, BC, Canada
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Emmanuel Cazottes @manucazottes.bsky.social · 20/03/2025
Cool preprint exploring the dynamics of transcriptional activation between homologous promoters in 🪰! Promoters are in physical proximity when simultaneously activated and a single active promoter produces more RNA. Competition for transcriptional resources between promoters? doi.org/10.1101/2025...
biorxiv.org
3D dynamics of trans enhancer-promoter interactions in living Drosophila embryos reveals spatiotemporal thresholds for transcription activation
While it is well acknowledged that specific enhancer-promoter interactions are essential for transcription, the spatiotemporal thresholds required for transcription initiation remain unclear. Here, we...
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Emmanuel Cazottes @manucazottes.bsky.social · 19/03/2025
A though provocative read genome.cshlp.org/content/35/3.... While estrogen response triggers transcriptional and 3D chromatin changes, only a select few structural shifts are likely to subtly contribute to transcriptional regulation 🤔
genome.cshlp.org
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Genes & Development @genesdev.bsky.social · 14/03/2025
In this study, Huang et al. demonstrate how a single enhancer independently controls the expression of two distal and functionally unrelated genes. Learn more here: ➡️ tinyurl.com/gd352235
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Louis Godron @louisgodron.bsky.social · 15/03/2025
Proliferation history and transcription factor levels drive direct conversion to motor neurons: Cell Systems www.cell.com/cell-systems... 🧪
cell.com
Proliferation history and transcription factor levels drive direct conversion to motor neurons
Using a systems and synthetic biology approach to study the molecular determinants of conversion, Wang et al. find that proliferation history and TF levels drive cell fate in direct conversion to moto...
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Reposted by Emmanuel Cazottes
Sahin Naqvi @sahinnaqvi.bsky.social · 27/02/2025
Excited to share the peer-reviewed version of our paper on predicting the chromatin response to TF dosage using transfer learning www.cell.com/cell-genomic...
cell.com
Transfer learning reveals sequence determinants of the quantitative response to transcription factor dosage
Naqvi et al. reveal how DNA sequence determines the chromatin response to transcription factor (TF) dosage changes. By combining deep learning and chemical genetics, they uncover specific sequence fea...
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Emmanuel Cazottes @manucazottes.bsky.social · 22/02/2025
Stoked to share my research journey next week! I'll walk through my PhD work in the lab of @crougeulle.bsky.social on XIST regulation evolution, and a short preview of my current work with @carldeboer.bsky.social at @sbmeubc.bsky.social at the interface of gene regulation, synthetic biology and ML 🧬
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FragileNucleosome @fnucleosome.bsky.social · 22/02/2025
🎆Next #FragileNucleosome meeting is less than a week away! We are delighted to host @manucazottes.bsky.social, @robertadolling1.bsky.social & @leandrosboukas.bsky.social ! We will discuss evolution of XIST regulatory network, cancer epigenetics, and MDEMs! 🗓️ us06web.zoom.us/webinar/regi...
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Emmanuel Cazottes @manucazottes.bsky.social · 22/02/2025
Stoked to share my research journey next week! I'll walk through my PhD work in the lab of @crougeulle.bsky.social on XIST regulation evolution, and a short preview of my current work with @carldeboer.bsky.social at @sbmeubc.bsky.social at the interface of gene regulation, synthetic biology and ML 🧬
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Nature Reviews Genetics @natrevgenet.nature.com · 21/02/2025
New online! Intrinsically disordered regions as facilitators of the transcription factor target search
nature.com
Intrinsically disordered regions as facilitators of the transcription factor target search
Nature Reviews Genetics, Published online: 21 February 2025; doi:10.1038/s41576-025-00816-3Intrinsically disordered domains (IDRs) are increasingly appreciated as important components of protein function. This Perspective discusses the emerging evidence…
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Adam Siepel @asiepel.bsky.social · 20/02/2025
Ling Liu’s beautiful PhD work on modeling transcriptional elongation and its genomic and epigenomic determinants is now published. A technical tour de force with a number of interesting biological observations academic.oup.com/nar/article/...
academic.oup.com
Probabilistic and machine-learning methods for predicting local rates of transcription elongation from nascent RNA sequencing data
Abstract. Rates of transcription elongation vary within and across eukaryotic gene bodies. Here, we introduce new methods for predicting elongation rates f
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Antonio Scialdone @antonio-scialdone.bsky.social · 12/02/2025
How can we improve gene regulatory network inference from noisy scRNA-seq data? Our new review in @molsystbiol.org explores the latest methods integrating prior knowledge to enhance reliability. Plus, some suggestions on how to improve benchmarking! www.embopress.org/doi/full/10....
embopress.org
Leveraging prior knowledge to infer gene regulatory networks from single-cell RNA-sequencing data | Molecular Systems Biology
EMBO Press is an editorially independent publishing platform for the development of EMBO scientific publications.
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