Table 1. Comparison between Novoalign and BWA mapping algorithms.
Numbers of SNPs by allele frequency (AF) | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Mapper | Minimum variant reads | SNP type | 0.05–0.1 | 0.1–0.2 | 0.2–0.3 | 0.3–0.4 | 0.4–0.5 | 0.5–0.6 | 0.6–0.7 | 0.7–0.8 | 0.8–0.9 | 0.9–1.0 | SNPs (total) | SNPs (AF>0.1) |
Novoalign | 3 | EMS | 1357 | 545 | 199 | 123 | 68 | 42 | 35 | 28 | 24 | 248 | 2669 | 1312 |
NON-EMS | 1360 | 658 | 124 | 38 | 7 | 2 | 2 | 1 | 1 | 6 | 2199 | 839 | ||
BWA | 3 | EMS | 1105 | 429 | 150 | 99 | 61 | 48 | 31 | 25 | 24 | 251 | 2223 | 1118 |
NON-EMS | 1039 | 469 | 92 | 28 | 9 | 3 | 3 | 1 | 1 | 6 | 1651 | 612 | ||
Novoalign | 4 | EMS | 477 | 289 | 137 | 93 | 68 | 42 | 35 | 28 | 24 | 248 | 1441 | 964 |
NON-EMS | 551 | 327 | 64 | 20 | 7 | 2 | 2 | 1 | 1 | 6 | 981 | 430 | ||
BWA | 4 | EMS | 370 | 212 | 112 | 87 | 61 | 48 | 31 | 25 | 24 | 251 | 1221 | 851 |
NON-EMS | 439 | 238 | 40 | 20 | 9 | 3 | 3 | 1 | 1 | 6 | 760 | 321 | ||
Novoalign | 5 | EMS | 214 | 155 | 110 | 76 | 63 | 42 | 35 | 28 | 24 | 248 | 995 | 781 |
NON-EMS | 233 | 144 | 39 | 12 | 4 | 2 | 2 | 1 | 1 | 6 | 444 | 211 | ||
BWA | 5 | EMS | 175 | 115 | 93 | 78 | 56 | 48 | 31 | 25 | 24 | 251 | 896 | 721 |
NON-EMS | 241 | 122 | 25 | 11 | 3 | 3 | 3 | 1 | 1 | 6 | 416 | 175 | ||
Novoalign | 6 | EMS | 118 | 94 | 94 | 67 | 61 | 41 | 33 | 28 | 24 | 248 | 808 | 690 |
NON-EMS | 136 | 80 | 24 | 9 | 4 | 2 | 2 | 1 | 1 | 6 | 265 | 129 | ||
BWA | 6 | EMS | 88 | 63 | 83 | 71 | 54 | 46 | 31 | 25 | 24 | 251 | 736 | 648 |
NON-EMS | 122 | 58 | 21 | 8 | 3 | 2 | 3 | 1 | 1 | 6 | 225 | 103 | ||
Novoalign | 7 | EMS | 72 | 58 | 83 | 64 | 60 | 39 | 33 | 23 | 24 | 248 | 704 | 632 |
NON-EMS | 79 | 47 | 15 | 5 | 4 | 2 | 2 | 1 | 1 | 6 | 162 | 83 | ||
BWA | 7 | EMS | 52 | 40 | 77 | 63 | 53 | 46 | 30 | 24 | 24 | 251 | 660 | 608 |
NON-EMS | 81 | 32 | 16 | 6 | 3 | 2 | 3 | 1 | 1 | 6 | 151 | 70 | ||
Novoalign | 8 | EMS | 53 | 38 | 71 | 61 | 55 | 34 | 31 | 22 | 23 | 231 | 619 | 566 |
NON-EMS | 52 | 33 | 10 | 4 | 3 | 1 | 1 | 0 | 1 | 6 | 111 | 59 | ||
BWA | 8 | EMS | 33 | 28 | 67 | 58 | 47 | 42 | 27 | 23 | 24 | 238 | 587 | 554 |
NON-EMS | 53 | 26 | 10 | 2 | 3 | 2 | 1 | 1 | 1 | 6 | 105 | 52 |
The Novoalign and BWA-MEM mapping algorithms were tested using the IWGSC wheat Chromosome Arm Survey Sequence reference showing total numbers of SNPs detected at different minimum variant read numbers and allele frequencies. EMS mutations are defined at G>A and C>T transitions.