[HTML][HTML] Machine learning methods for exploring sequence determinants of 3D genome organization
In higher eukaryotic cells, chromosomes are folded inside the nucleus. Recent advances in
whole-genome mapping technologies have revealed the multiscale features of 3D genome …
whole-genome mapping technologies have revealed the multiscale features of 3D genome …
Computational methods for analysing multiscale 3D genome organization
Recent progress in whole-genome mapping and imaging technologies has enabled the
characterization of the spatial organization and folding of the genome in the nucleus. In …
characterization of the spatial organization and folding of the genome in the nucleus. In …
Sequence-based modeling of genome 3D architecture from kilobase to chromosome-scale
J Zhou - BioRxiv, 2021 - biorxiv.org
The structural organization of the genome plays an important role in multiple aspects of
genome function. Understanding how genomic sequence influences 3D organization can …
genome function. Understanding how genomic sequence influences 3D organization can …
Computational methods for predicting 3D genomic organization from high-resolution chromosome conformation capture data
The advent of high-resolution chromosome conformation capture assays (such as 5C, Hi-C
and Pore-C) has allowed for unprecedented sequence-level investigations into the structure …
and Pore-C) has allowed for unprecedented sequence-level investigations into the structure …
GenomeFlow: a comprehensive graphical tool for modeling and analyzing 3D genome structure
Abstract Motivation Three-dimensional (3D) genome organization plays important functional
roles in cells. User-friendly tools for reconstructing 3D genome models from chromosomal …
roles in cells. User-friendly tools for reconstructing 3D genome models from chromosomal …
[HTML][HTML] Integrative genome modeling platform reveals essentiality of rare contact events in 3D genome organizations
A multitude of sequencing-based and microscopy technologies provide the means to
unravel the relationship between the three-dimensional organization of genomes and key …
unravel the relationship between the three-dimensional organization of genomes and key …
Sequence-based modeling of three-dimensional genome architecture from kilobase to chromosome scale
J Zhou - Nature genetics, 2022 - nature.com
To learn how genomic sequence influences multiscale three-dimensional (3D) genome
architecture, this manuscript presents a sequence-based deep-learning approach, Orca, that …
architecture, this manuscript presents a sequence-based deep-learning approach, Orca, that …
[HTML][HTML] Integrative studies of 3D genome organization and chromatin structure
M Di Stefano, G Cavalli - Current Opinion in Structural Biology, 2022 - Elsevier
The structural organization of the genome is emerging as a crucial regulator of the cell state,
affecting gene transcription, DNA replication, and repair. Over the last twenty years …
affecting gene transcription, DNA replication, and repair. Over the last twenty years …
Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome
Topologically associating domains (TADs) have emerged as basic structural and functional
units of genome organization and have been determined by many computational methods …
units of genome organization and have been determined by many computational methods …
[HTML][HTML] Structure determination of genomic domains by satisfaction of spatial restraints
D Baù, MA Marti-Renom - Chromosome research, 2011 - Springer
Abstract The three-dimensional (3D) architecture of a genome is non-random and known to
facilitate the spatial colocalization of regulatory elements with the genes they regulate …
facilitate the spatial colocalization of regulatory elements with the genes they regulate …