De novo transcriptome assembly: A comprehensive cross-species comparison of
short-read RNA-Seq assemblers
TransRate contents for Homo sapiens simulated
S6.1: TransRate results for Homo sapiens simulated assemblies
| assembly | n_seqs | smallest | largest | n_bases | mean_len | n_under_200 | n_over_1k | n_over_10k | n_with_orf | mean_orf_percent | n90 | n70 | n50 | n30 |
| trinity | 13484 | 201 | 23646 | 30990431 | 2298.31141 | 0 | 8448 | 191 | 7429 | 43.37841 | 1173 | 2533 | 3850 | 5525 |
| oases | 46469 | 100 | 70154 | 110723383 | 2370.18606 | 3884 | 28135 | 881 | 24053 | 37.42736 | 1344 | 2817 | 4266 | 6240 |
| trans-abyss | 25272 | 100 | 25059 | 24282473 | 921.11756 | 7850 | 6696 | 77 | 6582 | 45.49152 | 555 | 1380 | 2524 | 4253 |
| soap-trans-default | 14965 | 100 | 24125 | 15259485 | 971.86916 | 5703 | 4260 | 46 | 3331 | 36.27748 | 701 | 1853 | 3036 | 4577 |
| rna-spades | 11766 | 131 | 21175 | 20302635 | 1720.13777 | 391 | 6051 | 99 | 5321 | 40.38284 | 778 | 1801 | 2858 | 4517 |
| spades | 10537 | 56 | 21229 | 10674626 | 979.83876 | 3126 | 2622 | 57 | 2284 | 39.61807 | 517 | 1673 | 3102 | 5188 |
| idba-tran | 12151 | 200 | 17933 | 10489247 | 863.24146 | 0 | 2737 | 17 | 2666 | 47.6202 | 337 | 727 | 1444 | 2683 |
| bridger | 10457 | 201 | 25108 | 18025876 | 1723.80951 | 0 | 5166 | 82 | 4231 | 42.21987 | 757 | 2012 | 3136 | 4580 |
| binpacker | 13415 | 200 | 24808 | 25851910 | 1927.08982 | 0 | 7424 | 147 | 6392 | 43.57058 | 913 | 2160 | 3364 | 4804 |
| shannon | 7255 | 200 | 18026 | 7801435 | 1075.3184 | 0 | 2340 | 9 | 2101 | 47.36729 | 388 | 1155 | 2137 | 3286 |
| assembly | n10 | gc | bases_n | proportion_n | fragments | fragments_mapped | p_fragments_mapped | good_mappings | p_good_mapping | bad_mappings | potential_bridges | bases_uncovered | p_bases_uncovered | contigs_uncovbase | p_contigs_uncovbase |
| trinity | 9467 | 0.49723 | 0 | 0.0 | 56962181 | 16479045 | 0.2893 | 14730533 | 0.2586 | 1748512 | 0 | 15568389 | 0.50236 | 10914 | 0.8094 |
| oases | 10998 | 0.49136 | 0 | 0.0 | 56962181 | 6187748 | 0.10863 | 2841838 | 0.04989 | 3345910 | 0 | 91879830 | 0.82981 | 45467 | 0.97844 |
| trans-abyss | 8618 | 0.49143 | 0 | 0.0 | 56962181 | 28946315 | 0.50817 | 27643086 | 0.48529 | 1303229 | 0 | 7689817 | 0.31668 | 21711 | 0.85909 |
| soap-trans-default | 9010 | 0.48533 | 70524 | 0.00462 | 56962181 | 32653692 | 0.57325 | 26752721 | 0.46966 | 5900971 | 0 | 2557199 | 0.16758 | 10621 | 0.70972 |
| rna-spades | 7820 | 0.4863 | 101303 | 0.00499 | 56962181 | 25524290 | 0.44809 | 23129122 | 0.40604 | 2395168 | 0 | 5028340 | 0.24767 | 8793 | 0.74732 |
| spades | 10173 | 0.48622 | 14402 | 0.00135 | 56962181 | 48473698 | 0.85098 | 45523641 | 0.79919 | 2950057 | 0 | 130186 | 0.0122 | 4882 | 0.46332 |
| idba-tran | 5532 | 0.48535 | 0 | 0.0 | 56962181 | 42241369 | 0.74157 | 33890176 | 0.59496 | 8351193 | 0 | 135493 | 0.01292 | 4611 | 0.37947 |
| bridger | 7694 | 0.49086 | 0 | 0.0 | 56962181 | 21245536 | 0.37298 | 18702579 | 0.32833 | 2542957 | 0 | 3988140 | 0.22125 | 7415 | 0.70909 |
| binpacker | 8371 | 0.49517 | 0 | 0.0 | 56962181 | 18422650 | 0.32342 | 15928466 | 0.27963 | 2494184 | 0 | 11164862 | 0.43188 | 10440 | 0.77823 |
| shannon | 5552 | 0.48685 | 0 | 0.0 | 56962181 | 10273679 | 0.18036 | 8068363 | 0.14164 | 2205316 | 0 | 1361260 | 0.17449 | 4065 | 0.5603 |
| assembly | contigs_uncovered | p_contigs_uncovered | contigs_lowcovered | p_contigs_lowcovered | contigs_segmented | p_contigs_segmented | CRBB_hits | n_contigs_with_CRBB | p_contigs_with_CRBB | rbh_per_reference | n_refs_with_CRBB | p_refs_with_CRBB | cov25 | p_cov25 | cov50 |
| trinity | 13484 | 1.0 | 13484 | 1.0 | 3069 | 0.2276 | 12452 | 12452 | 0.92346 | 0.85026 | 6369 | 0.43489 | 3083 | 0.21052 | 2670 |
| oases | 46469 | 1.0 | 46469 | 1.0 | 2960 | 0.0637 | 41412 | 41412 | 0.89117 | 2.82772 | 9149 | 0.62472 | 4934 | 0.33691 | 4143 |
| trans-abyss | 25272 | 1.0 | 25272 | 1.0 | 4684 | 0.18534 | 18133 | 18133 | 0.71751 | 1.23817 | 9785 | 0.66815 | 7132 | 0.48699 | 5604 |
| soap-trans-default | 14965 | 1.0 | 14965 | 1.0 | 3738 | 0.24978 | 10623 | 10623 | 0.70986 | 0.72537 | 6465 | 0.44145 | 2713 | 0.18525 | 1889 |
| rna-spades | 11766 | 1.0 | 11766 | 1.0 | 3812 | 0.32398 | 11068 | 11068 | 0.94068 | 0.75575 | 6882 | 0.46992 | 3490 | 0.23831 | 2734 |
| spades | 10537 | 1.0 | 10537 | 1.0 | 2571 | 0.244 | 6301 | 6301 | 0.59799 | 0.43025 | 5432 | 0.37091 | 2318 | 0.15828 | 1783 |
| idba-tran | 12151 | 1.0 | 12151 | 1.0 | 2951 | 0.24286 | 8585 | 8585 | 0.70653 | 0.58621 | 6439 | 0.43967 | 3083 | 0.21052 | 2029 |
| bridger | 10457 | 1.0 | 10457 | 1.0 | 2642 | 0.25265 | 9190 | 9190 | 0.87884 | 0.62752 | 5924 | 0.40451 | 2663 | 0.18184 | 1991 |
| binpacker | 13415 | 1.0 | 13415 | 1.0 | 2677 | 0.19955 | 12044 | 12044 | 0.8978 | 0.8224 | 6326 | 0.43196 | 2875 | 0.19631 | 2183 |
| shannon | 7255 | 1.0 | 7255 | 1.0 | 1999 | 0.27553 | 6601 | 6601 | 0.90986 | 0.45073 | 3488 | 0.23817 | 2062 | 0.1408 | 1585 |
| assembly | p_cov50 | cov75 | p_cov75 | cov85 | p_cov85 | cov95 | p_cov95 | reference_coverage | score | optimal_score | cutoff | weighted
|
| trinity | 0.18231 | 2220 | 0.15159 | 2000 | 0.13657 | 1724 | 0.11772 | 0.24396 | 0.02168 | 0.11168 | 0.51954 | 0.0
|
| oases | 0.2829 | 3327 | 0.22718 | 2927 | 0.19986 | 2303 | 0.15726 | 0.37548 | 0.0008 | 0.0107 | 0.26171 | 0.0
|
| trans-abyss | 0.38266 | 4246 | 0.28993 | 3709 | 0.25326 | 3076 | 0.21004 | 0.45944 | 0.03812 | 0.22431 | 0.51595 | 0.0
|
| soap-trans-default | 0.12899 | 1292 | 0.08822 | 1056 | 0.07211 | 826 | 0.0564 | 0.18247 | 0.03236 | 0.20541 | 0.38075 | 0.0
|
| rna-spades | 0.18668 | 1963 | 0.13404 | 1683 | 0.11492 | 1340 | 0.0915 | 0.2459 | 0.07185 | 0.19116 | 0.42602 | 0.0
|
| spades | 0.12175 | 1195 | 0.0816 | 969 | 0.06617 | 749 | 0.05114 | 0.16027 | 0.12832 | 0.46692 | 0.58142 | 0.0
|
| idba-tran | 0.13855 | 1018 | 0.06951 | 706 | 0.04821 | 373 | 0.02547 | 0.17764 | 0.14764 | 0.34794 | 0.55157 | 0.0
|
| bridger | 0.13595 | 1367 | 0.09334 | 1168 | 0.07975 | 957 | 0.06535 | 0.1877 | 0.06429 | 0.14218 | 0.43188 | 0.0
|
| binpacker | 0.14906 | 1528 | 0.10434 | 1308 | 0.08931 | 1082 | 0.07388 | 0.20281 | 0.02724 | 0.12943 | 0.43188 | 0.0
|
| shannon | 0.10823 | 1229 | 0.08392 | 1097 | 0.07491 | 912 | 0.06227 | 0.13061 | 0.01479 | 0.05617 | 0.43242 | 0.0
|