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Table 2 Comparison between Trinity and rnaSPAdes on short-read data, and hybrid assembly performed by rnaSPAdes using raw long reads and long reads corrected with Racon and RNA-Bloom for Human MCF7 dataset

From: Extending rnaSPAdes functionality for hybrid transcriptome assembly

Assembly

Trinity

rnaSPAdes

rnaSPAdes hybrid

rnaSPAdes + Racon

rnaSPAdes + RNA-Bloom

Transcripts

305K

243K

264K

260K

270K

Misassemblies

2719

2170

3968

3001

4059

Mismatches per contig

1.85

1.50

2.31

1.82

2.26

Database coverage

0.26

0.23

0.25

0.24

0.25

Duplication ratio

2.45

1.45

2.96

2.28

2.94

50%-assembled genes

13422

13546

13990

13728

13974

95%-assembled genes

6091

6310

7379

7061

7370

50%-assembled isoforms

24575

21048

23885

22427

23795

95%-assembled isoforms

7856

7355

9333

8657

9273

  1. Since for this dataset FL reads are available, they were fed into rnaSPAdes using the appropriate option. Best value in each row is highlighted with bold