Functional analysis of DNA methylome datasets


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Documentation for package ‘knowYourCG’ version 1.3.15

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aggregateTestEnrichments Aggregate test enrichment results
annoProbes Annotate Probe IDs using KYCG databases
buildGeneDBs build gene-probe association database
dbStats dbStats aggregates methylation of a given betas matrix over specified database set features
getDBs Get databases by full or partial names of the database group(s)
KYCG_plotBar Bar plot to show most enriched CG groups from testEnrichment
KYCG_plotDot Dot plot to show most enriched CG groups from testEnrichment
KYCG_plotEnrichAll plot enrichment test result
KYCG_plotLollipop creates a lollipop plot of log(estimate) given data with fields estimate.
KYCG_plotManhattan KYCG_plotManhattan makes a manhattan plot to summarize EWAS results
KYCG_plotMeta Plot meta gene or other meta genomic features
KYCG_plotMetaEnrichment Plot meta gene or other meta genomic features
KYCG_plotPointRange Plot point range for a list of enrichment testing results against the same set of databases
KYCG_plotSetEnrichment Plot Set Enrichment
KYCG_plotVolcano creates a volcano plot of -log2(p.value) and log(estimate) given data with fields estimate and p.value.
KYCG_plotWaterfall create a waterfall plot of log(estimate) given test enrichment
listDBGroups List database group names
testEnrichment testEnrichment tests for the enrichment of query in knowledgebase sets
testEnrichment2 Test enrichment from YAME-compressed CG sets
testEnrichmentFisher testEnrichmentFisher uses Fisher's exact test to estimate the association between two categorical variables.
testEnrichmentSEA uses the GSEA-like test to estimate the association of a categorical variable against a continuous variable.
testEnrichmentSpearman testEnrichmentSpearman uses the Spearman statistical test to estimate the association between two continuous variables.
testGO tests Gene Ontology of genes overlapping CpG query
testProbeProximity testProbeProximity tests if a query set of probes share closer genomic proximity than if randomly distributed