Description Usage Format References
This data set give the first 1000 lines of a RNA-Seq experiment in human B lymphoma cells. The cufflinks suite was used to assemble the transcripts and search for differenly expressed genes. For the identification of the transcripts and exons the Ensembl annotations were used.
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A data frame with 999 observations on the following 16 variables from a cuffdiff (V2.0) run:
test_idA unique identifier describing the gene being tested.
gene_idThe gene_name or gene_id
geneThe gene_name(s) or gene_id(s) being tested
locusGenomic coordinates for easy browsing to the genes or transcripts being tested.
sample_1Label (or number if no labels provided) of the first sample being tested
sample_2Label (or number if no labels provided) of the second sample being tested
statusCan be one of OK (test successful), NOTEST (not enough alignments for testing), LOWDATA (too complex or shallowly sequenced), HIDATA (too many fragments in locus), or FAIL, when an ill-conditioned covariance matrix or other numerical exception prevents testing.
value_1FPKM of the gene in sample x
value_2FPKM of the gene in sample y
log2.fold_change.The (base 2) log of the fold change y/x
test_statThe value of the test statistic used to compute significance of the observed change in FPKM
p_valueThe uncorrected p-value of the test statistic
q_valueThe FDR-adjusted p-value of the test statistic
significantCan be either "yes" or "no", depending on whether p is greater then the FDR after Benjamini-Hochberg correction for multiple-testing
Cuffdiff Output:http://cufflinks.cbcb.umd.edu/manual.html#gene_exp_diff
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