Non-canonical DNA and sequencing challenges in bird genomes

Mar 28, 2026· L Smeds, J Sieg, S Secomandi, C Lee, M Sollitto, JA Medico, F Chiaromonte, ED Jarvis, G Formenti, KD Makova · 0 min read
Abstract
Non-canonical (non-B) DNA motifs are sequences that can fold into structures (e.g., G-quadruplexes and Z-DNA) distinct from the canonical right-handed helix. In mammals, these structures regulate gene expression, act as mutation hotspots, and are associated with cancer, yet they remain undercharacterized in other species. Because non-B DNA motifs are difficult to sequence, many are absent from incomplete genome assemblies, limiting functional analyses. Here, we present the first comprehensive analysis of non-B DNA motifs in birds, using the telomere-to-telomere genome of zebra finch, the near-complete chicken genome, and high-quality genomes of six additional bird species. We show that, first, unlike in mammals, the non-B DNA landscape in birds differs markedly among chromosome groups: gene-rich and extremely small dot chromosomes show the highest coverage (15.1–30.1% in zebra finch), microchromosomes—intermediate coverage (6.4–18.1%), and macrochromosomes—the lowest (5.9–6.9%). Non-B DNA motif coverage on dot chromosomes negatively correlates with PacBio sequencing depth, potentially explaining their assembly challenges. Second, similar to mammals, in zebra finch, G-quadruplexes are enriched at promoters and 5′UTRs, implying regulatory roles. We experimentally validated four common G-quadruplexes and predicted others using long-read methylation data. Overall, non-B DNA distribution reflects distinct features of avian genome architecture, suggests a role in gene regulation, and informs strategies for complete bird genome sequencing.
Type
Publication
bioRxiv
publication
Linnéa Smeds
Authors
Postdoctoral Scholar
Linnéa’s research in the Makova lab involves investigating selection in non-canonical DNA from primates, especially G4 quadruplexes, using bioinformatics methods. Linnéa worked for 8 years as a bioinformatician in Dr. Hans Ellegren’s lab, developing approaches to study speciation, mutation rate and sex chromosome evolution in birds, before taking on a Ph. D. in evolutionary genetics. Her thesis “Conservation genomics in inbred Scandinavian wolves using bioinformatic methods” involved work on Y chromosome evolution, admixture, genetic load and structural variation.
Jacob Sieg
Authors
Postdoctoral Scholar
Jacob’s current research in Makova Lab uses a combination of experimental and computational approaches to characterize the role of non-canonical DNA secondary structures in primate genomes. Before joining Makova Lab, Jacob studied RNA biochemistry. His Ph.D. thesis work with Dr. Philip Bevilacqua updated thermodynamic models that describe RNA secondary structures to better reflect the cellular environment. His undergraduate thesis work focused on drug targeting RNA thermometers in bacteria.
Francesca Chiaromonte
Authors
Francesca is a statistician developing methods for the analysis of large, high-dimensional and complex data, and applying such methods in contemporary “Omics” sciences and other scientific fields – including Meteorology and Economics.
Kateryna Makova, Ph.D.
Authors
Professor
Kateryna is interested in genomics, evolution, and human genetics. Her lab studies mutations using both computational and experimental approaches. Additional topics of interest include sex chromosome evolution and genomics of childhood obesity.