Comparative Analysis Of Triplet Composition Of Common Mitochondrial And Chloroplast Genes Of The Same Species
Sadovsky, M. G.; Fedotovskaia, V.
Show abstract
We studied the relation between the genes encoding the same protein (ATP synthase) in mitochondria and chloroplasts, of the same species. 85 species are studied. The relation is revealed through the unsupervised clustering via elastic map implementation of the points in 64-dimensional space of the triplet frequencies of the genes. The triplet composition was counted with a nucleotide shift of the reading frame along a gene. Three types of clustering have been analyzed: for mitochondria genes solely, for chloroplast genes solely, and for the merged set of the genes from the genomes of both organellae. It was found that the encoded function is the feature in clustering: all the clusters in all three versions of clustering patterns clearly exhibit distinct separation of the genes encoding the same subunit into a separate cluster. This behaviour was found for all three types of cluster patterns.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
Similar papers in this journal
- SC-JNMF: Single-cell clustering integrating multiple quantification methods based on joint non-negative matrix factorization 94%
- Detection of spreader nodes and ranking of interacting edges in Human-SARS-CoV protein interaction network 92%
- Estimating body volumes and surface areas of animalsfrom cross-sections 92%
Similar papers in this journal
- Collective intelligence defines biological functions in Wikipedia as communities in the hidden protein connection network 94%
- scPADGRN: A preconditioned ADMM approach for reconstructing dynamic gene regulatory network using single-cell RNA sequencing data 94%
- A new machine learning method for cancer mutation analysis 93%
Similar papers in this journal
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.