TABLE 1.
Quantification method |
Cluster | No. of correct DE genes | No. of correct NDE genes | No. of missed DE genes | No. of false-positive DE genes | Detection rate (%) | False-positive rate (%) | No. of DE genes excluded from expression threshold | No. of NDE genes excluded from expression threshold |
---|---|---|---|---|---|---|---|---|---|
Salmon –validateMappings –allowDovetail |
1 | 673 | 3,156 | 587 | 3 | 53.41 | 0.09 | 22 | 5 |
Salmon –validateMappings |
1 | 674 | 3,156 | 586 | 3 | 53.49 | 0.09 | 22 | 5 |
Kallisto | 1 | 673 | 3,150 | 587 | 9 | 53.41 | 0.28 | 58 | 4 |
eXpress -B10 –no-bias-correct |
1 | 599 | 3,152 | 661 | 7 | 47.54 | 0.22 | 158 | 14 |
eXpress | 1 | 290 | 3,119 | 970 | 40 | 23.02 | 1.27 | 163 | 17 |
featureCounts | 2 | 694 | 3,154 | 566 | 5 | 55.08 | 0.16 | 97 | 15 |
FADU –remove-multimapped |
2 | 703 | 3,156 | 557 | 3 | 55.79 | 0.09 | 92 | 15 |
HTSeq -m intersection-nonempty |
2 | 656 | 3,156 | 604 | 3 | 52.06 | 0.09 | 156 | 17 |
HTSeq -m union |
2 | 645 | 3,158 | 615 | 3 | 51.19 | 0.09 | 178 | 20 |
HTSeq -m intersection-strict |
2 | 607 | 3,142 | 653 | 1 | 48.17 | 0.03 | 357 | 42 |
HTSeq -m union –nonunique all |
3 | 770 | 3,142 | 490 | 17 | 61.11 | 0.54 | 51 | 6 |
featureCounts -O | 3 | 776 | 3,142 | 484 | 17 | 61.59 | 0.54 | 55 | 6 |
featureCounts -O –fraction | 3 | 735 | 3,146 | 525 | 13 | 58.33 | 0.41 | 52 | 6 |
FADU –em_iterations 10 |
4 | 686 | 3,149 | 574 | 10 | 54.44 | 0.32 | 52 | 10 |
FADU | 4 | 684 | 3,152 | 576 | 7 | 54.29 | 0.22 | 53 | 9 |
DE, differentially expressed; NDE, nondifferentially expressed.