Package: cpgdirection 2.99.5

Tsachi Ein-Dor
cpgdirection: Predict the Direction of CpG-Gene Expression Associations
Assigns a direction to the association between DNA methylation at a CpG site and the expression of a nearby gene, for CpGs that have no measured expression quantitative trait methylation (eQTM) record. Predictions come from a precomputed table of 3,105,697 CpG-gene pairs covering 761,445 CpGs, assembled from four sources of evidence: directly measured eQTMs, summary-data Mendelian randomisation using genetic instruments, gradient-boosted models of genomic context and local catalogue structure fitted separately in blood, nasal epithelium and solid tissue, and a distance prior. Each call returns a direction, a calibrated probability, an evidence tier and an expected accuracy, and abstains where the evidence is insufficient. Predictions estimate direction conditional on the CpG being an eQTM; they do not establish that an effect exists.
Authors:
cpgdirection_2.99.5.tar.gz
cpgdirection_2.99.5.zip(r-4.7-any)cpgdirection_2.99.5.zip(r-4.6-any)cpgdirection_2.99.5.zip(r-4.5-any)
cpgdirection_2.99.5.tgz(r-4.6-any)cpgdirection_2.99.5.tgz(r-4.5-any)
cpgdirection_2.99.5.tar.gz(r-4.7-any)cpgdirection_2.99.5.tar.gz(r-4.6-any)
cpgdirection_2.99.5.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
cpgdirection/json (API)
| # Install 'cpgdirection' in R: |
| install.packages('cpgdirection', repos = c('https://biocstaging.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/teindor/cpgdirection/issues
dnamethylationgeneexpressiongeneregulationgenetargetepigeneticsannotation
Last updated from:3e1d93c7a9. Checks:1 NOTE, 9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| bioc-checks | NOTE | 220 | ||
| linux-devel | OK | 1883 | ||
| source / vignettes | OK | 899 | ||
| linux-release | OK | 1589 | ||
| macos-release | OK | 702 | ||
| macos-oldrel | OK | 790 | ||
| windows-devel | OK | 1649 | ||
| windows-release | OK | 1661 | ||
| windows-oldrel | OK | 1696 | ||
| wasm-release | OK | 198 |
Exports:cpg_brain_bridgecpg_direction_all_tissuescpg_direction_universalcpg_expression_directioncpg_gene_pairscpgd_accuracy_tablecpgd_brain_directionscpgd_bridge_deliverablecpgd_build_gene_tsscpgd_build_manifest_genescpgd_cpg_positionscpgd_direction_balancecpgd_gene_tsscpgd_has_datacpgd_lookup_infocpgd_manifest_genescpgd_measured_eqtmscpgd_parse_checkcpgd_probe_qccpgd_reportcpgd_selftestcpgd_smr_directions
Dependencies:AnnotationDbiAnnotationHubaskpassBHBiobaseBiocBaseUtilsBiocFileCacheBiocGenericsBiocIOBiocManagerBiocParallelBiocVersionBiostringsbitbit64bitopsblobcachemcigarilloclicodetoolscpgdirectionDatacpp11crayoncurldata.tableDBIdbplyrdplyrExperimentHubfastmapfilelockformatRfutile.loggerfutile.optionsgenericsGenomicAlignmentsGenomicFeaturesGenomicRangesgluehttrhttr2IRangesjsonliteKEGGRESTlambda.rlifecyclemagrittrmemoisemimeopensslorg.Hs.eg.dbpillarpkgconfigpngpurrrR6rappdirsRCurlrestfulrRhtslibrjsonrlangRsamtoolsRSQLitertracklayerS4VectorsSeqinfosnowstringistringrsystibbletidyrtidyselectTxDb.Hsapiens.UCSC.hg19.knownGeneutf8vctrswithrXMLXVectoryaml