Table 3.
The compositions and experiment results of simulated datasets
Features | Low-complexity |
Medium-complexity |
High-complexity |
|||
---|---|---|---|---|---|---|
Taxonomic level | ≤ Genus | ≤ Family | ≤ Class | |||
No. of species | 2 | 5 | 10 | |||
No. of cases | 10 | 10 | 5 | |||
Expression level | Uniform | Log normal | Uniform | Log normal | Uniform | Log normal |
Meta-IDBA | ||||||
Component accuracy (%) | 98.82 | 98.80 | 98.32 | 98.16 | 99.35 | 99.1 |
N50 | 18 729 | 20 689 | 11 111 | 14 610 | 8246 | 9553 |
Coverage (%) | 91.76 | 89.20 | 87.39 | 81.62 | 91.47 | 84.16 |
No. of contigs | 2674 | 2180 | 13 627 | 7716 | 55 249 | 38 500 |
No. of bases | 5 418 695 | 5 223 474 | 20 615 422 | 17 644 012 | 68 465 188 | 58 088 054 |
No. of error contigs | 9 | 9 | 26 | 21 | 90 | 223 |
No. of error bases | 57 645 | 44 427 | 115 050 | 82 159 | 336 429 | 371 334 |
Time (min) | 12.5 | 12.1 | 54.1 | 55.2 | 120.1 | 115.7 |
Velvet | ||||||
N50 | 11 437 | 9771 | 3356 | 3433 | 1983 | 1997 |
Coverage (%) | 87.29 | 83.70 | 86.83 | 84.88 | 92.39 | 75.77 |
No. of contigs | 2309 | 2230 | 12 839 | 11 208 | 106 917 | 37 567 |
No. of bases | 4 876 110 | 4 674 621 | 15 824 798 | 16 017 085 | 70 072 915 | 44 948 173 |
No. of error contigs | 9 | 7 | 16 | 14 | 196 | 59 |
No. of error bases | 54 364 | 34 796 | 62 470 | 70 148 | 401 434 | 230 525 |
Time (min) | 16.8 | 15.2 | 44.7 | 45.0 | 96.4 | 95.8 |
Abyss | ||||||
N50 | 2395 | 3608 | 1188 | 1570 | 1484 | 2511 |
Coverage (%) | 95.06 | 93.40 | 93.80 | 88.97 | 94.56 | 86.53 |
No. of contigs | 10 724 | 8448 | 48 409 | 35 796 | 123 583 | 85 837 |
No. of bases | 8 199 665 | 8 151 930 | 31 072 592 | 26 252 905 | 94 857 363 | 81 759 539 |
No. of error contigs | 15 | 20 | 45 | 42 | 426 | 389 |
No. of error bases | 24 035 | 22 733 | 43 112 | 39 118 | 173 856 | 163 246 |
Time (min) | 38.3 | 37.5 | 147.7 | 145.7 | 319.0 | 323.1 |
SOAPdenovo | ||||||
N50 | 7457 | 8233 | 2502 | 2171 | 1806 | 1351 |
Coverage (%) | 93.57 | 93.91 | 94.97 | 93.77 | 97.27 | 87.37 |
No. of contigs | 7742 | 7566 | 42 158 | 41 446 | 124 756 | 116 723 |
No. of bases | 6 253 699 | 6 210 923 | 25 421 067 | 24 160 482 | 80 261 153 | 63 438 459 |
No. of error contigs | 6 | 7 | 20 | 26 | 94 | 159 |
No. of error bases | 16 337 | 28 987 | 57 283 | 60 601 | 185 439 | 160 779 |
Time (min) | 11.3 | 10.2 | 39.8 | 37.6 | 84.7 | 85.1 |