Comparative Analysis of Plastid Genomes Using Pangenome Research ToolKit (PGR-TK)
Richa Jayanti, Andrew Kim, Sean Pham, Athreya Raghavan, Anish Sharma,, Manoj P. Samanta

TL;DR
This study evaluates the Pangenome Research Tool Kit (PGR-TK) for analyzing plastid genomes, demonstrating its ability to recognize structural features and group related species without gene annotations, aiding genome evolution studies.
Contribution
The paper introduces the application of PGR-TK to plastid genomes, showing its effectiveness in structural recognition and species grouping across diverse genera.
Findings
PGR-TK accurately identifies large-scale plastome structures.
The tool groups species from the same genus correctly in cladograms.
It provides insights into genome evolution without gene annotations.
Abstract
Plastid genomes (plastomes) of angiosperms are of great interest among biologists. High-throughput sequencing is making many such genomes accessible, increasing the need for tools to perform rapid comparative analysis. This exploratory analysis investigates whether the Pangenome Research Tool Kit (PGR-TK) is suitable for analyzing plastomes. After determining the optimal parameters for this tool on plastomes, we use it to compare sequences from each of the genera - Magnolia, Solanum, Fragaria and Cotoneaster, as well as a combined set from 20 rosid genera. PGR-TK recognizes large-scale plastome structures, such as the inverted repeats, among combined sequences from distant rosid families. If the plastid genomes are rotated to the same starting point, it also correctly groups different species from the same genus together in a generated cladogram. The visual approach of PGR-TK provides…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsGenomics and Phylogenetic Studies · Plant Diversity and Evolution · Plant and Fungal Species Descriptions
MethodsSparse Evolutionary Training
