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ExpGenetic (version 0.1.0)

Non-Additive Expression Analysis of Hybrid Offspring

Description

Three functional modules, including genetic features, differential expression analysis and non-additive expression analysis were integrated into the package. And the package is suitable for RNA-seq and small RNA sequencing data. Besides, two methods of non-additive expression analysis were provided. One is the calculation of the additive (a) and dominant (d), the other is the evaluation of expression level dominance by comparing the total expression of the gene in hybrid offspring with the expression level in parents. For non-additive expression analysis of RNA-seq data, it is only applicable to hybrid offspring (including two sub-genomes) species for the time being.

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Version

Install

install.packages('ExpGenetic')

Monthly Downloads

175

Version

0.1.0

License

AGPL (>= 3)

Maintainer

Yu qing Wu

Last Published

September 9th, 2022

Functions in ExpGenetic (0.1.0)

polyDESeq

Make a Triangle Diagram
VennData

Get the details of the Venn Diagram
mirnapredata

Base frequency distribution of small RNA (sRNA)
basepreplot

Plot the base frequency distribution diagram for small RNA (sRNA)
P2_miRNA_rpm

RPM table of miRNAs in P2 (P2: one of the parents).
lenplot

Plot the length distribution diagram for small RNAs (sRNAs)
P2_sRNA_seq

All sRNA sequences in P2 (P2: one of the parents).
VennPlot

Make a three-set Venn Diagram
P2_miRNA_count

Count table of miRNAs in P2 (P2: one of the parents).
Rpmfilter

Filtering out lowly expressed genes based on RPM
srnapredata

Length distribution of small RNAs (sRNAs)
GetDAtable

Non-additive expression analysis
GetDEdata

Get the results of differential expression analysis.
F1_sRNA_seq

All sRNA sequences in F1 (F1: the polyploid progeny).
P1_sRNA_seq

All sRNA sequences in P1 (P1: one of the parents).
F1_miRNA_count

Count table of miRNAs in F1 (F1: the polyploid progeny).
P1_miRNA_count

Count table of miRNAs in P1 (P1: one of the parents).
F1_miRNA_rpm

RPM table of miRNAs in F1 (F1: the polyploid progeny).
Get12Bins

Non-additive expression analysis
Countfilter

Filtering out lowly expressed genes based on count
P1_miRNA_rpm

RPM table of miRNAs in P1 (P1: one of the parents).