Comparative analysis of RNA-seq data for hybrids and their progenitors


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Documentation for package ‘HybridExpress’ version 1.3.0

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add_midparent_expression Add midparent expression to 'SummarizedExperiment' object
add_size_factors Add size factors to normalize count data by library size or by biomass
deg_counts Data frame with frequencies (absolute and relative) of DEGs per contrast
deg_list List of differentially expressed genes for all contrasts
expression_partitioning Partition genes in groups based on their expression patterns
get_deg_counts Get a count table of differentially expressed genes per contrast
get_deg_list Get a table of differential expression expression statistics with *DESeq2*
go_chlamy Data frame with GO terms annotated to each gene of Chlamydomonas reinhardtii
ora Perform overrepresentation analysis for a set of genes
pca_plot Perform a principal component analysis (PCA) and plot PCs
plot_expression_partitions Plot expression partitions
plot_expression_triangle Plot a triangle of comparisons of DEG sets among generations
plot_partition_frequencies Plot a barplot of gene frequencies per expression partition
plot_samplecor Plot a heatmap of pairwise sample correlations with hierarchical clustering
se_chlamy Expression data (in counts) for 3 Chlamydomonas lines (P1, P2, and F1)