Data and data metrics example inputs

These are publicly available RNA-seq datasets in data and data metrics object formats. Half of them are data subsets (‘sub’). These were subsetted by selecting one out of ten genes from the full datasets. They can be used to quickly test the package functions and are shown in the example vignettes to reduce space.

soybean_cn

Normalized soybean cotyledon data

soybean_cn_metrics

Normalized soybean cotyledon metrics

soybean_ir

Raw soybean leaves iron-metabolism data

soybean_ir_metrics

Raw soybean leaves iron-metabolism metrics

soybean_cn_sub

Normalized and subsetted soybean cotyledon data

soybean_cn_sub_metrics

Normalized and subsetted soybean cotyledon metrics

soybean_ir_sub

Raw and subsetted soybean leaves iron-metabolism data

soybean_ir_sub_metrics

Raw and subsetted soybean leaves iron-metabolism metrics

SummarizedExperiment example inputs

These are subsetted publicly available RNA-seq datasets in SummarizedExperiment object format.

se_soybean_cn_sub

Normalized and subsetted soybean cotyledon SummarizedExperiment

se_soybean_ir_sub

Raw and subsetted soybean leaves iron-metabolism SummarizedExperiment

SummarizedExperiment data formatting tools

These functions manipulate SummarizedExperiment data format by reducing number of treatment pairs and number of genes.

convertSEPair()

Convert SummarizedExperiment to contain defined treatment pair

convertSESubsetGenes()

Convert SummarizedExperiment to only contain defined genes

Static plotting tools

These functions plot RNA-seq data and optionally overlay differentially expressed genes (DEGs).

plotClusters()

Plot static parallel coordinate clusters

plotLitre()

Plot static litre plots

plotPCP()

Plot static parallel coordinate plots

plotSM()

Plot static scatterplot matrices

plotVolcano()

Plot static volcano plot

Interactive plotting tools

These applications plot RNA-seq data and optionally overlay differentially expressed genes (DEGs).

plotLitreApp()

Plot interactive litre plots

plotPCPApp()

Plot interactive parallel coordinate plots

plotSMApp()

Plot interactive scatterplot matrices

plotVolcanoApp()

Plot interactive volcano plots