Package: RNAsense 1.21.0

Marcus Rosenblatt

RNAsense: Analysis of Time-Resolved RNA-Seq Data

RNA-sense tool compares RNA-seq time curves in two experimental conditions, i.e. wild-type and mutant, and works in three steps. At Step 1, it builds expression profile for each transcript in one condition (i.e. wild-type) and tests if the transcript abundance grows or decays significantly. Dynamic transcripts are then sorted to non-overlapping groups (time profiles) by the time point of switch up or down. At Step 2, RNA-sense outputs the groups of differentially expressed transcripts, which are up- or downregulated in the mutant compared to the wild-type at each time point. At Step 3, Correlations (Fisher's exact test) between the outputs of Step 1 (switch up- and switch down- time profile groups) and the outputs of Step2 (differentially expressed transcript groups) are calculated. The results of the correlation analysis are printed as two-dimensional color plot, with time profiles and differential expression groups at y- and x-axis, respectively, and facilitates the biological interpretation of the data.

Authors:Marcus Rosenblatt [cre], Gao Meijang [aut], Helge Hass [aut], Daria Onichtchouk [aut]

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RNAsense.pdf |RNAsense.html
RNAsense/json (API)

# Install 'RNAsense' in R:
install.packages('RNAsense', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/marcusrosenblatt/rnasense/issues

Datasets:
  • MZsox - Time resolved RNA seq data for early zygotic development of zebra fish.

On BioConductor:RNAsense-1.21.0(bioc 3.21)RNAsense-1.20.0(bioc 3.20)

rnaseqgeneexpressiondifferentialexpression

3.30 score 1 stars 2 scripts 143 downloads 5 exports 60 dependencies

Last updated 23 days agofrom:e99ce3a140. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 31 2024
R-4.5-winWARNINGOct 31 2024
R-4.5-linuxWARNINGOct 31 2024
R-4.4-winWARNINGOct 31 2024
R-4.4-macWARNINGOct 31 2024
R-4.3-winWARNINGOct 31 2024
R-4.3-macWARNINGOct 31 2024

Exports:combineResultsgetFCgetSwitchoutputGeneTablesplotSSGS

Dependencies:abindaskpassBiobaseBiocGenericsclicolorspacecrayoncurlDelayedArrayfansifarverGenomeInfoDbGenomeInfoDbDataGenomicRangesggplot2gluegtablehttrIRangesisobandjsonlitelabelinglatticelifecyclemagrittrMASSMatrixMatrixGenericsmatrixStatsmgcvmimemunsellNBPSeqnlmeopensslpillarpkgconfigplyrqvalueR6RColorBrewerRcppreshape2rlangS4ArraysS4VectorsscalesSparseArraystringistringrSummarizedExperimentsystibbleUCSC.utilsutf8vctrsviridisLitewithrXVectorzlibbioc

RNAsense

Rendered fromexample.Rmdusingknitr::rmarkdownon Oct 31 2024.

Last update: 2019-10-22
Started: 2019-08-03