An overview of methods for reconstructing 3-D chromosome and genome structures from Hi-C data

O Oluwadare, M Highsmith, J Cheng - Biological procedures online, 2019 - Springer
Over the past decade, methods for predicting three-dimensional (3-D) chromosome and
genome structures have proliferated. This has been primarily due to the development of high …

[HTML][HTML] Integrative modelling of biomolecular complexes

PI Koukos, A Bonvin - Journal of molecular biology, 2020 - Elsevier
In recent years, the use of integrative, information-driven computational approaches for
modeling the structure of biomolecules has been increasing in popularity. These are now …

Three-dimensional genome structures of single diploid human cells

L Tan, D Xing, CH Chang, H Li, XS Xie - Science, 2018 - science.org
Three-dimensional genome structures play a key role in gene regulation and cell functions.
Characterization of genome structures necessitates single-cell measurements. This has …

[HTML][HTML] Extensive heterogeneity and intrinsic variation in spatial genome organization

EH Finn, G Pegoraro, HB Brandão, AL Valton… - Cell, 2019 - cell.com
Several general principles of global 3D genome organization have recently been
established, including non-random positioning of chromosomes and genes in the cell …

Single-cell Hi-C data analysis: safety in numbers

AA Galitsyna, MS Gelfand - Briefings in bioinformatics, 2021 - academic.oup.com
Over the past decade, genome-wide assays for chromatin interactions in single cells have
enabled the study of individual nuclei at unprecedented resolution and throughput. Current …

Reconstruct high-resolution 3D genome structures for diverse cell-types using FLAMINGO

H Wang, J Yang, Y Zhang, J Qian, J Wang - Nature Communications, 2022 - nature.com
High-resolution reconstruction of spatial chromosome organizations from chromatin contact
maps is highly demanded, but is hindered by extensive pairwise constraints, substantial …

Technological advances in probing 4D genome organization

J Soroczynski, VI Risca - Current Opinion in Cell Biology, 2023 - Elsevier
The last two decades of work on chromosome conformation in eukaryotic nuclei have
revealed a complex and highly regulated hierarchy of architectural features, from self …

Integrating Hi-C and FISH data for modeling of the 3D organization of chromosomes

A Abbas, X He, J Niu, B Zhou, G Zhu, T Ma… - Nature …, 2019 - nature.com
The new advances in various experimental techniques that provide complementary
information about the spatial conformations of chromosomes have inspired researchers to …

Reconstructing spatial organizations of chromosomes through manifold learning

G Zhu, W Deng, H Hu, R Ma, S Zhang… - Nucleic acids …, 2018 - academic.oup.com
Decoding the spatial organizations of chromosomes has crucial implications for studying
eukaryotic gene regulation. Recently, chromosomal conformation capture based …

Bayesian estimation of three-dimensional chromosomal structure from single-cell Hi-C data

M Rosenthal, D Bryner, F Huffer, S Evans… - Journal of …, 2019 - liebertpub.com
The problem of three-dimensional (3D) chromosome structure inference from Hi-C data sets
is important and challenging. While bulk Hi-C data sets contain contact information derived …