SEPA.R
In SEPA: SEPA

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library(SEPA)
library(topGO)
library(ggplot2)
library(org.Hs.eg.db)
data(HSMMdata)
truepattern <- truetimepattern(HSMMdata,truetime)
head(truepattern)

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patternsummary(truepattern)

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truetimevisualize(HSMMdata,truetime,"ENSG00000122180.4")

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data(HSMMdata)
pseudopattern <- pseudotimepattern(HSMMdata,pseudotime)

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patternsummary(pseudopattern)

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head(pseudopattern$pattern$constant_up)

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pseudotimevisualize(pseudopattern,"ENSG00000122180.4")

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pseudotimevisualize(pseudopattern,c("ENSG00000122180.4","ENSG00000108821.9"))

## ----message=FALSE-------------------------------------------------------
patternGOanalysis(truepattern,type=c("constant_up","constant_down"),termnum = 5)

## ----message=FALSE-------------------------------------------------------
patternGOanalysis(pseudopattern,type=c("constant_up","constant_down"),termnum = 5)

## ----message=FALSE-------------------------------------------------------
(GOresults <- windowGOanalysis(pseudopattern,type="constant_up",windowsize = 20, termnum=5))

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windowGOvisualize(GOresults)