From: Comparing reference-based RNA-Seq mapping methods for non-human primate data
Reference | Transcriptome | Genome | |||||
---|---|---|---|---|---|---|---|
Comparison Metric | Value | Bowtie2 | Stampy | Bowtie2-G | Stampy-G | TopHat2 | GSNAP |
Mapping Rate | Mean | 0.673 | 0.885 | 0.638 | 0.972 | 0.618 | 0.472 |
 | SD | 0.016 | 0.021 | 0.006 | 0.003 | 0.008 | 0.007 |
Base Mismatch Rate | Mean | 0.113 | 0.128 | 0.033 | 0.039 | 0.020 | 0.017 |
 | SD | 0.001 | 0.002 | 0.001 | 0.001 | 0.000 | 0.000 |
Intragenic Mapping Rate | Mean | 1 | 1 | 0.873 | 0.880 | 0.964 | 0.896 |
 | SD | N/A | N/A | 0.014 | 0.018 | 0.007 | 0.012 |
Intergenic Mapping Rate | Mean | 0 | 0 | 0.127 | 0.112 | 0.034 | 0.104 |
 | SD | N/A | N/A | 0.014 | 0.018 | 0.007 | 0.012 |
rRNA Mapping Rate | Mean | 0.011 | 0.011 | 0.112 | 0.122 | 0.011 | 0.011 |
 | SD | 0.003 | 0.003 | 0.003 | 0.003 | 0.003 | 0.003 |
Detected Transcripts | Mean | 31615 | 37585 | 28128 | 29175 | 31338 | 27264 |
 | SD | 803.209 | 815.801 | 926.053 | 887.524 | 807.139 | 945.805 |
Correlation Between Baseline Samples | Mean | 0.977 | 0.983 | 0.981 | 0.978 | 0.981 | 0.981 |
 | SD | 0.007 | 0.005 | 0.004 | 0.005 | 0.005 | 0.005 |
Differentially Expressed Genes | Number | 2043 | 2122 | 1797 | 2017 | 1953 | 1545 |