Recent advances in super-resolution microscopy have made it possible to measure chromatin 3D structure and transcription in thousands of single cells. Here, authors present a deep learning-based approach to characterise how chromatin structure relates to transcriptional state of individual cells and determine which structural features of chromatin regulation are important for gene expression state
Nucleosomes are DNA-histone complex, each wrapping about 150 pairs of double-stranded DNA. Their fun...
Although we know many sequence-specific transcription factors (TFs), how the DNA sequence of cis-reg...
Abstract Motivation Quantitative detection of histone modifications has emerged in the recent years ...
Human epigenome and transcription activities have been characterized by a number of sequence-based d...
Genome organization is critical for setting up the spatial environment of gene transcription, and su...
© 2020 Xie et al. This is an open access article distributed under the terms of the Creative Commons...
In the era of genome sequencing, it has become clear that interpreting sequence variation in the non...
Chromatin accessibility provides key regulation in defining cell identity as it exhibits control ove...
Gene activity is regulated at two separate layers. Through structural and chemical properties of DNA...
In this dissertation, we investigate two problems in computational biologythat can be solved using m...
We present interpretable deep learning approaches to address three key challenges in integrative ana...
MotivationHistone post-translational modifications (PTMs) are involved in a variety of essential reg...
<p>Chromatin structure plays an important role in gene regulation, especially in differentiating the...
Cellular signal transduction system (CSTS) plays a fundamental role in maintaining homeostasis of a ...
Epigenetics is the study of heritable changesin gene expression that does not involve changes to the...
Nucleosomes are DNA-histone complex, each wrapping about 150 pairs of double-stranded DNA. Their fun...
Although we know many sequence-specific transcription factors (TFs), how the DNA sequence of cis-reg...
Abstract Motivation Quantitative detection of histone modifications has emerged in the recent years ...
Human epigenome and transcription activities have been characterized by a number of sequence-based d...
Genome organization is critical for setting up the spatial environment of gene transcription, and su...
© 2020 Xie et al. This is an open access article distributed under the terms of the Creative Commons...
In the era of genome sequencing, it has become clear that interpreting sequence variation in the non...
Chromatin accessibility provides key regulation in defining cell identity as it exhibits control ove...
Gene activity is regulated at two separate layers. Through structural and chemical properties of DNA...
In this dissertation, we investigate two problems in computational biologythat can be solved using m...
We present interpretable deep learning approaches to address three key challenges in integrative ana...
MotivationHistone post-translational modifications (PTMs) are involved in a variety of essential reg...
<p>Chromatin structure plays an important role in gene regulation, especially in differentiating the...
Cellular signal transduction system (CSTS) plays a fundamental role in maintaining homeostasis of a ...
Epigenetics is the study of heritable changesin gene expression that does not involve changes to the...
Nucleosomes are DNA-histone complex, each wrapping about 150 pairs of double-stranded DNA. Their fun...
Although we know many sequence-specific transcription factors (TFs), how the DNA sequence of cis-reg...
Abstract Motivation Quantitative detection of histone modifications has emerged in the recent years ...