Genome structural dynamics: insights from Gaussian network analysis of Hi-C data

A Banerjee, S Zhang, I Bahar - Briefings in Functional Genomics, 2024 - academic.oup.com
Abstract Characterization of the spatiotemporal properties of the chromatin is essential to
gaining insights into the physical bases of gene co-expression, transcriptional regulation …

[HTML][HTML] Interplay between epigenome and 3D chromatin structure

MH Han, D Issagulova, M Park - BMB reports, 2023 - ncbi.nlm.nih.gov
Epigenetic mechanisms, primarily mediated through histone and DNA modifications, play a
pivotal role in orchestrating the functional identity of a cell and its response to environmental …

[HTML][HTML] Node features of chromosome structure networks and their connections to genome annotation

Y Xu, P Das, RP McCord, T Shen - Computational and Structural …, 2024 - Elsevier
The 3D conformations of chromosomes can encode biological significance, and the
implications of such structures have been increasingly appreciated recently. Certain …

Multimodal learning of noncoding variant effects using genome sequence and chromatin structure

W Tan, Y Shen - Bioinformatics, 2023 - academic.oup.com
Motivation A growing amount of noncoding genetic variants, including single-nucleotide
polymorphisms, are found to be associated with complex human traits and diseases. Their …

Epigenetics is all you need: A Transformer to decode chromatin structural compartments from the epigenome

E Dodero-Rojas, VG Contessoto, Y Fehlis, N Malaya… - bioRxiv, 2024 - biorxiv.org
Chromatin within the nucleus adopts complex three-dimensional structures that are crucial
for gene regulation and cellular function. Recent studies have revealed the presence of …

Developing reproducible and efficient computational tools for modeling and analysis of dynamic multi-level 3D genome

R Rossini - 2024 - duo.uio.no
Characterizing the genomes of living organisms increasingly involves extensive use of
computational tools for data processing and analysis. During my PhD, I have developed and …