[HTML][HTML] Machine learning methods for exploring sequence determinants of 3D genome organization

M Yang, J Ma - Journal of molecular biology, 2022 - Elsevier
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 …

Computational methods for analysing multiscale 3D genome organization

Y Zhang, L Boninsegna, M Yang, T Misteli… - Nature Reviews …, 2024 - nature.com
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 …

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 …

Computational methods for predicting 3D genomic organization from high-resolution chromosome conformation capture data

K MacKay, A Kusalik - Briefings in functional genomics, 2020 - academic.oup.com
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 …

GenomeFlow: a comprehensive graphical tool for modeling and analyzing 3D genome structure

T Trieu, O Oluwadare, J Wopata, J Cheng - Bioinformatics, 2019 - academic.oup.com
Abstract Motivation Three-dimensional (3D) genome organization plays important functional
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

L Boninsegna, A Yildirim, G Polles, Y Zhan… - Nature …, 2022 - nature.com
A multitude of sequencing-based and microscopy technologies provide the means to
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 …

[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 …

Defining the separation landscape of topological domains for decoding consensus domain organization of the 3D genome

D Dang, SW Zhang, R Duan, S Zhang - Genome Research, 2023 - genome.cshlp.org
Topologically associating domains (TADs) have emerged as basic structural and functional
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 …