High‐density mutation tracks are associated with proton‐beam irradiation patterns in <i>Sorghum bicolor</i>
Induced mutagenesis is a cornerstone of crop functional genomics, yet the extent to which distinct radiation sources reshape the spatial distribution of mutations remains difficult to evaluate in reduced-representation datasets. Here, we analyze a published genotyping-by-sequencing (GBS) panel (192,040 loci) to compare proton-beam and gamma-ray mutagenesis in Sorghum bicolor. Because GBS sampling is nonuniform, all analyses were conducted within an explicitly defined GBS-callable sequence space. Within this callable space, 96-channel trinucleotide spectra were broadly similar between radiation types, whereas spatial summaries differed. Macroscale analysis using the Gini coefficient indicated that proton-treated lines exhibit a highly unequal, spike-like distribution of mutations, whereas gamma-treated lines show a more diffuse window-level distribution. Microscale spatial statistics were consistent with clustering patterns that were more prominent in proton-treated lines, including an aggregation scale of ∼500 kb, with a substantial fraction of the mutational burden falling into high-density tracks. Within the callable locus set, coding- and promoter-proximal categories were not depleted of induced mutation events (single-nucleotide variants) across treatments. Furthermore, we did not detect a negative association between total mutational load and the coding-region mutation fraction in this dataset. These findings suggest that, within this dataset, proton mutagenesis is characterized not by unique chemical signatures but by a distinct spatial geometry that concentrates detectable mutation events. Because proton irradiation was represented by a single dose, whether proton treatment produces stronger clustering than gamma irradiation at equal mutational burden remains to be directly tested.
Authors
- Ezekiel Ahn (ORCID: https://orcid.org/0000-0003-4447-4104)
- Seunghyun Lim (ORCID: https://orcid.org/0000-0003-3023-4863)
- Moon S. Kim
- Insuck Baek (ORCID: https://orcid.org/0000-0003-1044-349X)
- Lyndel W. Meinhardt (ORCID: https://orcid.org/0000-0001-8299-2629)
- Clint Magill
- Louis K. Prom
Institutions
- United States Department of Agriculture (US)
- Food Safety and Inspection Service (US)
- Beltsville Agricultural Research Center (US)
- Southern Plains Agricultural Research Center (US)
- Texas A&M University (US)
Publication Details
- Journal
- The Plant Genome
- Published
- 2026-06-29
- DOI
- https://doi.org/10.1002/tpg2.70267
- Primary Topic
- Plant Genetic and Mutation Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Agricultural Research Service