Circuit Topology Analysis of Single-Cell HiC Data
- PMID: 39028500
- DOI: 10.1007/978-1-0716-3930-6_2
Circuit Topology Analysis of Single-Cell HiC Data
Abstract
The 3D fold structure of the genome is intricately linked to its function. As a result, descriptors of 3D genome conformation are becoming increasingly important as markers for disease and therapeutic responses. Circuit topology, a theory of folds, formalizes the arrangement of contacts in an entangled chain. It is uniquely suited for the topological description of the cellular genome and changes to genomic architecture during physiological processes like cellular differentiation or pathological and therapeutic alterations. In this discussion, we will explore circuit topology and its ability to extract topological information from single-cell HiC data.
Keywords: 3D genome; Circuit topology; HiC; Single-cell analysis; Topology.
© 2024. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.
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References
-
- Bonev B, Cavalli G (2016) Organization and function of the 3D genome. Nat Rev Genet 17:661–678. https://doi.org/10.1038/nrg.2016.112 - DOI - PubMed
-
- Dubois F, Sidiropoulos N, Weischenfeldt J, Beroukhim R (2022) Structural variations in cancer and the 3D genome. Nat Rev Cancer 22:533–546. https://doi.org/10.1038/s41568-022-00488-9 - DOI - PubMed - PMC
-
- Krijger PHL, de Laat W (2016) Regulation of disease-associated gene expression in the 3D genome. Nat Rev Mol Cell Biol 17:771–782. https://doi.org/10.1038/nrm.2016.138 - DOI - PubMed
-
- Hafner A, Boettiger A (2023) The spatial organization of transcriptional control. Nat Rev Genet 24:53–68. https://doi.org/10.1038/s41576-022-00526-0 - DOI - PubMed
-
- Lieberman-Aiden E, van Berkum NL, Williams L et al (2009) Comprehensive mapping of long-range interactions reveals folding principles of the human genome. Science (1979) 326:289–293. https://doi.org/10.1126/science.1181369 - DOI
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