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. 2021 Jan 12;6(1):e00917-20. doi: 10.1128/mSystems.00917-20

TABLE 1.

DESeq2 differential expression statisticsa

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
a

DE, differentially expressed; NDE, nondifferentially expressed.