Package: sevenC 1.27.0
sevenC: Computational Chromosome Conformation Capture by Correlation of ChIP-seq at CTCF motifs
Chromatin looping is an essential feature of eukaryotic genomes and can bring regulatory sequences, such as enhancers or transcription factor binding sites, in the close physical proximity of regulated target genes. Here, we provide sevenC, an R package that uses protein binding signals from ChIP-seq and sequence motif information to predict chromatin looping events. Cross-linking of proteins that bind close to loop anchors result in ChIP-seq signals at both anchor loci. These signals are used at CTCF motif pairs together with their distance and orientation to each other to predict whether they interact or not. The resulting chromatin loops might be used to associate enhancers or transcription factor binding sites (e.g., ChIP-seq peaks) to regulated target genes.
Authors:
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sevenC.pdf |sevenC.html✨
sevenC/json (API)
NEWS
# Install 'sevenC' in R: |
install.packages('sevenC', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/ibn-salem/sevenc/issues
- TFspecificModels - TF specific parameters for logistic regression in sevenC
- cutoffBest10 - Default optimal cutoff value of logistic regression.
- cutoffByTF - Optimal cutoff values for logistic regression models.
- modelBest10Avg - Default parameters for logistic regression model in sevenC.
- motif.hg19.CTCF - CTCF motif locations in human genome hg19.
- motif.hg19.CTCF.chr22 - CTCF motif locations on chromosome 22 in human genome hg19.
- motif.hg19.CTCF.chr22.cov - CTCF motifs on human chromosome 22 with example coverage.
On BioConductor:sevenC-1.27.0(bioc 3.21)sevenC-1.26.0(bioc 3.20)
dna3dstructurechipchipcoveragedataimportepigeneticsfunctionalgenomicsclassificationregressionchipseqhicannotation3d-genomechip-seqchromatin-interactionhi-cpredictionsequence-motiftranscription-factors
Last updated 23 days agofrom:d2926f6987. Checks:OK: 1 NOTE: 3 WARNING: 3. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 31 2024 |
R-4.5-win | WARNING | Oct 31 2024 |
R-4.5-linux | NOTE | Oct 31 2024 |
R-4.4-win | WARNING | Oct 31 2024 |
R-4.4-mac | NOTE | Oct 31 2024 |
R-4.3-win | WARNING | Oct 31 2024 |
R-4.3-mac | NOTE | Oct 31 2024 |
Exports:addCoraddCovCoraddCovToGRaddInteractionSupportaddMotifScoreaddStrandCombinationgetCisPairsparseLoopsRaoparseLoopsTangpredLoopsprepareCisPairs
Dependencies:abindaskpassBHBiobaseBiocGenericsBiocIOBiocParallelBiostringsbitbit64bitopsbootclicliprcodetoolscpp11crayoncurldata.tableDelayedArrayfansiformatRfutile.loggerfutile.optionsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicRangesgluehmshttrInteractionSetIRangesjsonlitelambda.rlatticelifecyclemagrittrMatrixMatrixGenericsmatrixStatsmimeopensslpillarpkgconfigprettyunitsprogresspurrrR6RcppRCurlreadrrestfulrRhtslibrjsonrlangRsamtoolsrtracklayerS4ArraysS4VectorssnowSparseArraySummarizedExperimentsystibbletidyselecttzdbUCSC.utilsutf8vctrsvroomwithrXMLXVectoryamlzlibbioc