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. 2017 Nov 21;7:15959. doi: 10.1038/s41598-017-14896-7

Table 2.

(A) The six thresholds of GATKcan trained by randomly sampled 10 TCGA EC tumors and performances of GATKcan in the ten training experiments. (B) The four thresholds of GATKcan trained by ~10% of 539 reported indels and 112 artifacts (from 241 TCGA EC tumors), and performances of GATKcan in the ten training experiments.

Repeat α dNM FS MQ MQRankSum QD Mann-Whitney test (P value) Training
TPR cFPR
A. The thresholds of GATKcan for detection of single nucleotide variations
1 0.5 991.1 46.1 50.0 −7.85 0.11 0.010 98.6 10.7
2 0.5 988.1 43.6 49.5 −7.90 0.12 0.010 98.1 10.7
3 0.5 990.5 45.8 39.2 −10.10 0.05 0.010 99.3 14.3
4 0.3 985.6 49.3 48.2 −10.14 0.08 0.010 98.6 12.2
5 0.3 984.3 51.8 48.0 −10.37 0.09 0.009 98.9 11.6
6 0.4 981.5 50.9 50.0 −9.59 0.09 0.010 98.7 10.8
7 0.4 989.3 45.7 39.9 −8.97 0.05 0.082 99.3 14.0
8 0.3 982.3 55.2 50.0 −8.36 0.18 0.010 99.6 11.9
9 0.5 987.9 47.0 49.9 −10.22 0.11 0.010 98.2 10.5
10 0.5 989.1 45.6 39.9 −9.58 0.04 0.010 99.2 14.3
B. The thresholds of GATKcan for detection of indels
Repeat α dNM FS QD Mann-Whitney test (P value) Training
TPR cFPR
1 0.5 753.4 86.3 0.3 0.055 100.0 0.0
2 0.5 405.0 133.3 0.4 0.090 100.0 0.0
3 0.3 581.6 91.6 0.3 0.055 100.0 0.0
4 0.5 395.2 136.6 0.8 0.064 100.0 0.0
5 0.5 658.8 102.7 0.4 0.013 100.0 0.0
6 0.6 464.0 121.0 0.2 0.037 100.0 0.0
7 0.3 397.6 95.1 0.2 0.027 100.0 0.0
8 0.3 619.2 99.1 0.4 0.046 100.0 0.0
9 0.5 566.9 135.7 0.5 0.100 100.0 0.0
10 0.5 633.6 139.9 0.8 0.003 100.0 0.0