Computational methods for analyzing and modeling genome structure and organization

Dejun Lin, Giancarlo Bonora, Galip Gürkan Yardimci, William S. Noble

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

Recent advances in chromosome conformation capture technologies have led to the discovery of previously unappreciated structural features of chromatin. Computational analysis has been critical in detecting these features and thereby helping to uncover the building blocks of genome architecture. Algorithms are being developed to integrate these architectural features to construct better three-dimensional (3D) models of the genome. These computational methods have revealed the importance of 3D genome organization to essential biological processes. In this article, we review the state of the art in analytic and modeling techniques with a focus on their application to answering various biological questions related to chromatin structure. We summarize the limitations of these computational techniques and suggest future directions, including the importance of incorporating multiple sources of experimental data in building a more comprehensive model of the genome.

Original languageEnglish (US)
JournalWiley Interdisciplinary Reviews: Systems Biology and Medicine
DOIs
StateAccepted/In press - 2018
Externally publishedYes

Keywords

  • 3D genome modeling
  • Chromosome architecture
  • Computational methods
  • Reviews

ASJC Scopus subject areas

  • Medicine (miscellaneous)
  • Biochemistry, Genetics and Molecular Biology (miscellaneous)

Fingerprint Dive into the research topics of 'Computational methods for analyzing and modeling genome structure and organization'. Together they form a unique fingerprint.

Cite this