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Rui Yang

@ruiyang.bsky.social
78 followers 136 following 4 posts

Postdoc in Computational Biology @Buenrostro Lab | 3D Genome & Epigenomics | PhD @Leslie Lab

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Rui Yang @ruiyang.bsky.social · 23/07/2026
Very excited to share our HiC2Self model, now published in Science Advances! Highlights: a) Denoises bulk Hi-C and Micro-C data at fine resolution (1kb) b) Reconstructs cell-cluster-specific structures from 50-cell pseudo-bulk at 10kb. c) Examines single-cell structures at 50kb resolution.
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David A Knowles @davidaknowles.bsky.social · 15/05/2025
Free in-person registration is open for #MLCB2025! Sept 10-11 at @nygenome.org and online at youtube.com/@mlcbconf. Paper/abstract deadline is June 1, more deets including our fantastic invited speaker lineup at mlcb.org! Please RP.
youtube.com
Machine Learning in Computational Biology
Youtube channel for the Machine Learning in Computational Biology conference: https://mlcb.github.io/
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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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Jacob Schreiber @jmschreiber91.bsky.social · 22/03/2025
Comparing chromatin contact maps at scale: methods and insights www.nature.com/articles/s41...
nature.com
Comparing chromatin contact maps at scale: methods and insights - Nature Methods
This study presents a benchmarking study of methods for comparing chromatin contact maps in 3D genome research.
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Jian Zhou @zhou-jian.bsky.social · 19/02/2025
Excited to share our newest preprint! Glad to see how this evolved from a serendipitous finding from a rotation project. Led by the brilliant graduate student @ycz23.bsky.social‬
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David A Knowles @davidaknowles.bsky.social · 27/01/2025
#MLCB2025 will be Sept 10-11 at @nygenome.org in NYC! Paper deadline June 1st & in-person registration will open in May. Please sign up for our mailing list groups.google.com/g/mlcb/ for future announcements. More details at mlcb.github.io. Please RP!
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Jacob Schreiber @jmschreiber91.bsky.social · 22/01/2025
Multiscale footprints reveal the organization of cis-regulatory elements www.nature.com/articles/s41...
nature.com
Multiscale footprints reveal the organization of cis-regulatory elements - Nature
We developed PRINT, a computational method that identifies footprints of DNA–protein interactions from bulk and single-cell chromatin accessibility data across multiple scales of protein size.
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Anshul Kundaje @anshulkundaje.bsky.social · 07/01/2025
Very excited to announce that the single cell/nuc. RNA/ATAC/multi-ome resource from ENCODE4 is now officially public. This includes raw data, processed data, annotations and pseudobulk products. Covers many human & mouse tissues. 1/ www.encodeproject.org/single-cell/...
encodeproject.org
Single cell – ENCODEHomo sapiens clickable body map
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Danfeng Chen @danfengc.bsky.social · 06/01/2025
Happy to share "super admixture", a new framework for modeling the human population structure! www.biorxiv.org/content/10.1...
biorxiv.org
Coancestry superposed on admixed populations yields measures of relatedness at individual-level resolution
The admixture model is widely applied to estimate and interpret population structure among individuals. Here we consider a "standard admixture" model that assumes the admixed populations are unrelated...
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Yosef (Yossi) Buganim @yossibuganim.bsky.social · 18/12/2024
www.nature.com/articles/s41... (1/n) Ever wonder how transcription factors locate, "invade," and activate their enhancers during cell fate acquisition? 🧬🚀 Check out our latest collaborative work with the Soufi lab, now published in @Nature
nature.com
Nucleosome fibre topology guides transcription factor binding to enhancers - Nature
Motif grammar on nucleosome fibres acts as signpost elements, directing TF combinatorial binding to enhancers.
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Anshul Kundaje @anshulkundaje.bsky.social · 21/11/2024
www.nature.com/articles/s41... Single-molecule states link transcription factor binding to gene expression Deep insights into multiple facets of TF binding, accessibility & expression with biophysical models of single molecule data by Ben Doughty, Michaela Hinks, Bintu & Greenleaf labs
nature.com
Single-molecule states link transcription factor binding to gene expression - Nature
A study uses single-molecule footprinting to measure protein occupancy at regulatory elements on individual molecules in human cells and describes how different properties of transcription factor bind...
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Mitch Guttman @mitchguttman.bsky.social · 27/11/2024
Gene regulation involves thousands of proteins that bind DNA, yet comprehensively mapping these is challenging. Our paper in Nature Genetics describes ChIP-DIP, a method for genome-wide mapping of hundreds of DNA-protein interactions in a single experiment. www.nature.com/articles/s41...
nature.com
ChIP-DIP maps binding of hundreds of proteins to DNA simultaneously and identifies diverse gene regulatory elements - Nature Genetics
ChIP-DIP (ChIP done in parallel) is a highly multiplex assay for protein–DNA binding, scalable to hundreds of proteins including modified histones, chromatin regulators and transcription factors, offe...
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Rui Yang @ruiyang.bsky.social · 26/11/2024
Happy to share HiC2Self, a self-supervised tool for denoising bulk and single-cell Hi-C contact maps! www.biorxiv.org/content/10.1...
biorxiv.org
HiC2Self: self-supervised denoising for bulk and single-cell Hi-C contact maps
Hi-C is a chromosome conformation capture assay used to study 3D genome organization. The recent development of single-cell Hi-C technologies has further enabled the examination of 3D chromatin organi...
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Su-In Lee @suinlee.bsky.social · 23/11/2024
Here is a #compbio starter kit! go.bsky.app/QVPoZXp To all the #Bioinformatics #Genomics #MachineLearning folks: please RP and let’s build this together!
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Jacob Schreiber @jmschreiber91.bsky.social · 18/11/2024
My goal is to understand the regulatory role of every nucleotide in the genome, and how this changes across every cell in the human body. If you are interested in doing a Ph.D. with me at UMass Chan Medical (Genomics and Comp Bio Department), see the links below. Deadline is Dec 1st.
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