GenomAutomorphism
An R package to compute the autimorphisms between pairwise aligned DNA sequences represented as elements from a Genomic Abelian group as described in the paper [Genomic Abelian Finite Groups](https://www.biorxiv.org/content/10.1101/2021.06.01.446543v2)
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An R package to compute the autimorphisms between pairwise aligned DNA sequences represented as elements from a Genomic Abelian group as described in the paper [Genomic Abelian Finite Groups](https://www.biorxiv.org/content/10.1101/2021.06.01.446543v2)
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Metadata Files
README.md
GenomAutomorphism 
Robersy Sanchez
Department of Biology. Eberly College of Science.
Pennsylvania State University, University Park, PA 16802
genomicmath@gmail.com
ORCID:
orcid.org/0000-0002-5246-1453
Overview
This is a R package to compute the automorphisms between pairwise aligned DNA sequences represented as elements from a Genomic Abelian group as described in the paper Genomic Abelian Finite Groups. In a general scenario, whole chromosomes or genomic regions from a population (from any species or close related species) can be algebraically represented as a direct sum of cyclic groups or more specifically Abelian p-groups. Basically, we propose the representation of multiple sequence alignments (MSA) of length N as a finite Abelian group created by the direct sum of homocyclic Abelian group of prime-power order:
G = (ℤp1α1)n1 ⊕ (ℤp1α2)n2 ⊕ … ⊕ (ℤpkαk)nk
Where, the pi’s are prime numbers, αi ∈ ℕ and ℤpiαi is the group of integer modulo piαi.
For the purpose of automorphism between two aligned DNA sequences, piαi ∈ {5, 26, 53}.
Status
This application is currently available in Bioconductor (version 3.18) https://doi.org/doi:10.18129/B9.bioc.GenomAutomorphism. Watch this repo or check for updates.
Tutorials
There are several tutorials on how to use the package at
GenomAutomorphism
website
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- Get started-with GenomAutomorphism
- Analysis of Automorphisms on a DNA Multiple Sequence Alignment
- Analysis of Automorphisms on a MSA of Primate BRCA1 Gene
- A Short Introduction to Algebraic Taxonomy on Genes Regions
- Automorphism analysis on COVID-19 data
- Modular
Matrix Operations of Mutational Events
Dependences
This package depends, so far, from: Biostrings, GenomicRanges, numbers, and S4Vectors.
Installation of R dependencies:
if (!requireNamespace("BiocManager")) install.packages("BiocManager")
BiocManager::install(c("Biostrings", "GenomicRanges", "S4Vectors",
"BiocParallel", "GenomeInfoDb", "BiocGenerics", "numbers", "devtools",
"doParallel", "data.table", "foreach","parallel"), dependencies = TRUE)
You can install GenomAutomorphism package from GitHub
BiocManager::install('genomaths/GenomAutomorphism')
References
Sanchez R, Morgado E, Grau R. Gene algebra from a genetic code algebraic structure. J Math Biol. 2005 Oct;51(4):431-57. doi: 10.1007/s00285-005-0332-8. Epub 2005 Jul 13. PMID: 16012800. ( PDF).
Sanchez R, Grau R, Morgado E. A novel Lie algebra of the genetic code over the Galois field of four DNA bases. Math Biosci. 2006;202: 156–174. doi:10.1016/j.mbs.2006.03.017
Sanchez R, Grau R. An algebraic hypothesis about the primeval genetic code architecture. Math Biosci. 2009/07/18. 2009;221: 60–76. doi:10.1016/j.mbs.2009.07.001
Robersy Sanchez, Jesús Barreto (2021) Genomic Abelian Finite Groups. doi: 10.1101/2021.06.01.446543.
M. V José, E.R. Morgado, R. Sánchez, T. Govezensky, The 24 possible algebraic representations of the standard genetic code in six or in three dimensions, Adv. Stud. Biol. 4 (2012) 119–152.PDF.
R. Sanchez. Symmetric Group of the Genetic–Code Cubes. Effect of the Genetic–Code Architecture on the Evolutionary Process MATCH Commun. Math. Comput. Chem. 79 (2018) 527-560. PDF.
Sanchez, R., 2014. Evolutionary Analysis of DNA-protein-coding regions based on a genetic code cube metric. Current Topics in Medicinal Chemistry, 14(3), pp.407-417. https://doi.org/10.2174/1568026613666131204110022.
See also
Owner
- Name: Robersy Sanchez
- Login: genomaths
- Kind: user
- Location: State College
- Company: Penn State
- Website: https://www.genomaths.com
- Twitter: robersysr
- Repositories: 7
- Profile: https://github.com/genomaths
Mathematical Biologist
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| Name | Commits | |
|---|---|---|
| genomaths | 1****s | 87 |
| Robersy Sanchez | r****7@p****u | 26 |
| J Wokaty | j****y@s****u | 1 |
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- Total packages: 1
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Total downloads:
- bioconductor 5,577 total
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 6
- Total maintainers: 1
bioconductor.org: GenomAutomorphism
Compute the automorphisms between DNA's Abelian group representations
- Homepage: https://github.com/genomaths/GenomAutomorphism
- Documentation: https://bioconductor.org/packages/release/bioc/vignettes/GenomAutomorphism/inst/doc/GenomAutomorphism.pdf
- License: Artistic-2.0
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Latest release: 1.10.0
published about 1 year ago
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Maintainers (1)
Dependencies
- R >= 4.2 depends
- BiocGenerics * imports
- BiocParallel * imports
- Biostrings * imports
- GenomeInfoDb * imports
- GenomicRanges * imports
- IRanges * imports
- S4Vectors * imports
- data.table * imports
- doParallel * imports
- dplyr * imports
- foreach * imports
- methods * imports
- numbers * imports
- parallel * imports
- stats * imports
- BiocStyle * suggests
- knitr * suggests
- rmarkdown * suggests
- spelling * suggests
- testthat >= 3.0.0 suggests