Chloroplast Genome Yields Unusual Seven-Cluster Structure C
Michael G.Sadovsky, Eugenia I.Bondar, Yuliya A.Putintseva, Konstantin, V.Krutovsky

TL;DR
This study reveals a unique seven-cluster structure in the Siberian larch chloroplast genome, with a novel composition of coding and non-coding regions, identified using elastic map clustering in high-dimensional space.
Contribution
It introduces a new analysis of chloroplast genome structuredness, highlighting a different cluster composition from previous studies using elastic map techniques.
Findings
Seven-cluster structure confirmed in the genome
Distinct composition of coding and non-coding regions in clusters
Different from previously reported cluster arrangements
Abstract
We studied the structuredness in a chloroplast genome of Siberian larch. The clusters in 63-dimensional space were identified with elastic map technique, where the objects to be clusterized are the different fragments of the genome. A seven-cluster structure in the distribution of those fragments reported previously has been found. Unlike the previous results, we have found the drastically other composition of the clusters comprising the fragments extracted from coding and non-coding regions of the genome.
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Taxonomy
TopicsGenomics and Phylogenetic Studies · Machine Learning in Bioinformatics · Fractal and DNA sequence analysis
