Enrichment of Z-DNA-Forming Sequences Within Super-Enhancers: A Computational and Population-Based Study
Super-enhancers (SEs) orchestrate high-level transcription by integrating multiple regulatory elements and signals. Although chromatin accessibility and transcription factor binding within SEs are extensively studied, the role of non-canonical DNA structures, particularly Z-DNA, remains underexplored. In this study, genome-wide predictions of Z-DNA-forming sequences (generated by the Z-DNA-BERT model) were applied to systematically investigate their distribution within typical enhancers and SEs across multiple human cancer cell lines. Statistically significant enrichment of Z-DNA sequences within SE regions, compared to random genomic controls, was observed. Furthermore, genetic variants overlapping these Z-DNA regions, identified using data from the 1000 Genomes Project, were found to alter binding motifs of the SP/KLF transcription factor family. These mutations exhibited population-specific clustering and overlapped previously reported pathogenic copy-number variations (CNVs) associated with neurodevelopmental disorders, potentially affecting transcription factor binding motifs related to neuronal growth and differentiation pathways. Population-level phylogenetic analysis revealed distinct clustering patterns of these variants, suggesting frequency-specific genetic architecture. Overall, the computational findings indicate that Z-DNA structures within super-enhancers might play regulatory roles and potentially influence population-specific genetic variation, highlighting specific genomic targets and providing new avenues for future experimental research.
Authors
- German A. Ashniev (ORCID: https://orcid.org/0000-0003-4140-0652)
- Petr I. Nikitin (ORCID: https://orcid.org/0000-0003-1573-5512)
- А. В. Орлов (ORCID: https://orcid.org/0000-0001-7408-3927)
- Zoia G. Zaitseva
- Н. Н. Орлова
- Yulia V. Makus
Institutions
- National Research University Higher School of Economics (RU)
- Institute for Information Transmission Problems (RU)
- Prokhorov General Physics Institute (RU)
Publication Details
- Journal
- Applied Sciences
- Published
- 2025-05-04
- DOI
- https://doi.org/10.3390/app15095113
- Citations
- 2
- Primary Topic
- Genomics and Chromatin Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 1.61
Funders
- Russian Science Foundation