Generalized Reporter Score-Based Enrichment Analysis for Omics Data


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Documentation for package ‘ReporterScore’ version 0.1.4

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as.enrich_res Perform enrichment analysis
cm_test_k Test the proper clusters k for c_means
Compound_htable Compound htable from 'KEGG'
CPDlist The CPDlist used for enrichment.
custom_modulelist Build a custom modulelist
custom_modulelist_from_org Custom modulelist from a specific organism
c_means Test the proper clusters k for c_means
download_org_pathway Update files from 'KEGG'
extract_cluster Reporter score analysis after C-means clustering
gene2ko Transfer gene symbol table to KO table
genedf human gene table
get_features get features in a modulelist
get_KOs get features in a modulelist
get_org_pathway Update files from 'KEGG'
get_reporter_score Calculate reporter score
GOlist The GOlist used for enrichment.
GRSA One step to get the reporter score of your KO abundance table.
GRSA_by_cm Reporter score analysis after C-means clustering
hsa_kegg_pathway pathway information for "hsa"
ko.test Differential analysis or Correlation analysis for KO-abundance table
KOlist The KOlist used for enrichment.
KO_abundance The KOs abundance table and group table.
KO_enrich Perform enrichment analysis
KO_fisher Perform fisher's exact enrichment analysis
KO_gsa Perform gene set analysis
KO_gsea Perform gene set enrichment analysis
KO_gsva Perform Gene Set Variation Analysis
KO_htable KO htable from 'KEGG'
KO_padog Perform Pathway Analysis with Down-weighting of Overlapping Genes (PADOG)
KO_safe Perform Significance Analysis of Function and Expression
KO_sea Perform Simultaneous Enrichment Analysis
load_CARDinfo Load the CARDinfo (from CARD database)
load_Compound_htable Load the specific table (from 'KEGG')
load_CPDlist Load the specific table (from 'KEGG')
load_GOinfo Load the GOlist (from 'GO' database)
load_GOlist Load the GOlist (from 'GO' database)
load_htable Load the specific table (from 'KEGG')
load_KOlist Load the specific table (from 'KEGG')
load_KO_desc Load the specific table (from 'KEGG')
load_KO_htable Load the specific table (from 'KEGG')
load_Module_htable Load the specific table (from 'KEGG')
load_org_pathway Load the specific table (from 'KEGG')
load_Pathway_htable Load the specific table (from 'KEGG')
metadata The KOs abundance table and group table.
mmu_kegg_pathway pathway information for "mmu"
modify_description Modify the pathway description before plotting
Module_htable Module htable from 'KEGG'
Pathway_htable Pathway htable from 'KEGG'
plot.cm_res Plot c_means result
plot.enrich_res Plot enrich_res
plot_c_means Reporter score analysis after C-means clustering
plot_enrich_res Plot enrich_res
plot_features_box Plot features boxplot
plot_features_distribution plot the Z-score of features distribution
plot_features_heatmap Plot features heatmap
plot_features_in_pathway Plot features trend in one pathway or module
plot_features_network Plot features network
plot_htable Plot htable levels
plot_KEGG_map plot_KEGG_map
plot_KOs_box Plot features boxplot
plot_KOs_distribution plot the Z-score of features distribution
plot_KOs_heatmap Plot features heatmap
plot_KOs_in_pathway Plot features trend in one pathway or module
plot_KOs_network Plot features network
plot_report Plot the reporter_res
plot_report_bar Plot the reporter_res
plot_report_circle_packing Plot the reporter_res as circle_packing
plot_significance Plot the significance of pathway
print.reporter_score Print reporter_score
print.rs_by_cm Print rs_by_cm
pvalue2zs Transfer p-value of KOs to Z-score
reporter_score One step to get the reporter score of your KO abundance table.
reporter_score_res 'reporter_score()' result from KO_abundance_test
reporter_score_res2 'reporter_score()' result from KO_abundance_test
RSA One step to get the reporter score of your KO abundance table.
RSA_by_cm Reporter score analysis after C-means clustering
transform_modulelist Build a custom modulelist
update_CARDinfo update CARDinfo from (from 'CARD' database)
update_GOinfo Update the GO2gene files (from 'GO' database)
update_GOlist Update the GO2gene files (from 'GO' database)
update_htable Update files from 'KEGG'
update_KEGG Update files from 'KEGG'
update_KO_file Update files from 'KEGG'
update_org_pathway Update files from 'KEGG'
up_level_KO Upgrade the KO level