This pipeline computes the correlation between significantly recurrent gene mutations and selected clinical features.
Testing the association between mutation status of 62 genes and 14 clinical features across 420 patients, 5 significant findings detected with Q value < 0.25.
-
TP53 mutation correlated to 'GLEASON_SCORE_COMBINED' and 'GLEASON_SCORE'.
-
ZMYM3 mutation correlated to 'GLEASON_SCORE_COMBINED' and 'GLEASON_SCORE_SECONDARY'.
-
L1CAM mutation correlated to 'Time to Death'.
Clinical Features |
Time to Death |
YEARS TO BIRTH |
PATHOLOGY T STAGE |
PATHOLOGY N STAGE |
HISTOLOGICAL TYPE |
COMPLETENESS OF RESECTION |
NUMBER OF LYMPH NODES |
GLEASON SCORE COMBINED |
GLEASON SCORE PRIMARY |
GLEASON SCORE SECONDARY |
GLEASON SCORE |
PSA RESULT PREOP |
PSA VALUE |
RACE | ||
nMutated (%) | nWild-Type | logrank test | Wilcoxon-test | Fisher's exact test | Fisher's exact test | Fisher's exact test | Fisher's exact test | Wilcoxon-test | Wilcoxon-test | Wilcoxon-test | Wilcoxon-test | Wilcoxon-test | Wilcoxon-test | Wilcoxon-test | Fisher's exact test | |
TP53 | 42 (10%) | 378 |
0.339 (1.00) |
0.312 (1.00) |
0.0593 (0.943) |
0.18 (1.00) |
0.654 (1.00) |
0.291 (1.00) |
0.0966 (0.965) |
0.000137 (0.0397) |
0.00343 (0.372) |
0.00909 (0.563) |
1.11e-06 (0.000963) |
0.901 (1.00) |
0.0835 (0.943) |
1 (1.00) |
ZMYM3 | 9 (2%) | 411 |
0.46 (1.00) |
0.698 (1.00) |
0.199 (1.00) |
0.166 (1.00) |
1 (1.00) |
0.231 (1.00) |
0.211 (1.00) |
0.000938 (0.163) |
0.0791 (0.943) |
0.000717 (0.156) |
0.0142 (0.626) |
0.234 (1.00) |
0.727 (1.00) |
1 (1.00) |
L1CAM | 6 (1%) | 414 |
0.000132 (0.0397) |
0.255 (1.00) |
0.724 (1.00) |
0.595 (1.00) |
1 (1.00) |
1 (1.00) |
0.268 (1.00) |
0.421 (1.00) |
0.674 (1.00) |
0.565 (1.00) |
0.721 (1.00) |
0.136 (0.984) |
0.938 (1.00) |
|
SPOP | 48 (11%) | 372 |
0.879 (1.00) |
0.0847 (0.943) |
0.551 (1.00) |
0.269 (1.00) |
0.685 (1.00) |
0.107 (0.965) |
0.229 (1.00) |
0.444 (1.00) |
0.154 (1.00) |
0.678 (1.00) |
0.617 (1.00) |
0.694 (1.00) |
0.369 (1.00) |
0.551 (1.00) |
PTEN | 14 (3%) | 406 |
0.75 (1.00) |
0.744 (1.00) |
1 (1.00) |
1 (1.00) |
0.404 (1.00) |
0.495 (1.00) |
0.928 (1.00) |
0.434 (1.00) |
0.785 (1.00) |
0.402 (1.00) |
0.582 (1.00) |
0.295 (1.00) |
0.00224 (0.324) |
1 (1.00) |
CTNNB1 | 11 (3%) | 409 |
0.46 (1.00) |
0.964 (1.00) |
0.607 (1.00) |
0.377 (1.00) |
0.333 (1.00) |
0.207 (1.00) |
0.15 (1.00) |
0.742 (1.00) |
0.865 (1.00) |
0.709 (1.00) |
0.277 (1.00) |
0.114 (0.965) |
0.707 (1.00) |
1 (1.00) |
FOXA1 | 25 (6%) | 395 |
0.414 (1.00) |
0.415 (1.00) |
1 (1.00) |
0.221 (1.00) |
0.608 (1.00) |
0.948 (1.00) |
0.199 (1.00) |
0.678 (1.00) |
0.22 (1.00) |
0.314 (1.00) |
0.639 (1.00) |
0.573 (1.00) |
0.873 (1.00) |
0.0538 (0.943) |
ATM | 19 (5%) | 401 |
0.0991 (0.965) |
0.881 (1.00) |
0.0696 (0.943) |
1 (1.00) |
1 (1.00) |
0.117 (0.979) |
0.763 (1.00) |
0.62 (1.00) |
0.007 (0.506) |
0.0314 (0.806) |
0.508 (1.00) |
0.00628 (0.495) |
0.785 (1.00) |
0.346 (1.00) |
PIK3CA | 11 (3%) | 409 |
0.445 (1.00) |
0.0751 (0.943) |
0.464 (1.00) |
1 (1.00) |
0.333 (1.00) |
0.00562 (0.488) |
0.69 (1.00) |
0.266 (1.00) |
0.343 (1.00) |
0.493 (1.00) |
0.0353 (0.806) |
0.469 (1.00) |
0.338 (1.00) |
1 (1.00) |
BRAF | 8 (2%) | 412 |
0.707 (1.00) |
0.622 (1.00) |
0.534 (1.00) |
0.318 (1.00) |
0.254 (1.00) |
0.414 (1.00) |
0.494 (1.00) |
0.72 (1.00) |
0.188 (1.00) |
0.484 (1.00) |
0.954 (1.00) |
0.994 (1.00) |
0.201 (1.00) |
|
HRAS | 5 (1%) | 415 |
0.783 (1.00) |
0.547 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.368 (1.00) |
0.637 (1.00) |
0.35 (1.00) |
0.839 (1.00) |
0.748 (1.00) |
0.471 (1.00) |
0.937 (1.00) |
|
KDM6A | 9 (2%) | 411 |
0.736 (1.00) |
0.159 (1.00) |
0.0132 (0.626) |
0.365 (1.00) |
1 (1.00) |
0.0501 (0.943) |
0.173 (1.00) |
0.957 (1.00) |
0.0509 (0.943) |
0.0844 (0.943) |
0.831 (1.00) |
0.602 (1.00) |
0.471 (1.00) |
1 (1.00) |
IDH1 | 5 (1%) | 415 |
0.747 (1.00) |
0.0691 (0.943) |
0.445 (1.00) |
0.59 (1.00) |
1 (1.00) |
0.0599 (0.943) |
0.922 (1.00) |
0.0143 (0.626) |
0.0594 (0.943) |
0.072 (0.943) |
0.0207 (0.781) |
0.0843 (0.943) |
0.49 (1.00) |
|
SMG7 | 7 (2%) | 413 |
0.741 (1.00) |
0.184 (1.00) |
0.32 (1.00) |
0.604 (1.00) |
1 (1.00) |
0.776 (1.00) |
0.231 (1.00) |
0.569 (1.00) |
0.994 (1.00) |
0.522 (1.00) |
0.905 (1.00) |
0.0696 (0.943) |
0.223 (1.00) |
1 (1.00) |
EHHADH | 5 (1%) | 415 |
0.76 (1.00) |
0.352 (1.00) |
0.447 (1.00) |
0.59 (1.00) |
1 (1.00) |
0.699 (1.00) |
0.922 (1.00) |
0.277 (1.00) |
0.159 (1.00) |
0.938 (1.00) |
0.36 (1.00) |
0.618 (1.00) |
0.768 (1.00) |
|
TP53BP1 | 7 (2%) | 413 |
0.731 (1.00) |
0.285 (1.00) |
0.317 (1.00) |
0.59 (1.00) |
1 (1.00) |
1 (1.00) |
0.727 (1.00) |
0.0197 (0.777) |
0.0282 (0.806) |
0.304 (1.00) |
0.0312 (0.806) |
0.488 (1.00) |
0.467 (1.00) |
|
CNTNAP1 | 7 (2%) | 413 |
0.885 (1.00) |
0.595 (1.00) |
1 (1.00) |
0.59 (1.00) |
0.226 (1.00) |
0.412 (1.00) |
0.802 (1.00) |
0.183 (1.00) |
0.761 (1.00) |
0.0822 (0.943) |
0.506 (1.00) |
0.878 (1.00) |
0.281 (1.00) |
|
BMP2K | 6 (1%) | 414 |
0.799 (1.00) |
0.49 (1.00) |
0.0609 (0.943) |
0.51 (1.00) |
1 (1.00) |
0.0325 (0.806) |
0.738 (1.00) |
0.0939 (0.965) |
0.278 (1.00) |
0.209 (1.00) |
0.212 (1.00) |
0.781 (1.00) |
0.407 (1.00) |
|
RPTN | 6 (1%) | 414 |
0.732 (1.00) |
0.329 (1.00) |
0.305 (1.00) |
1 (1.00) |
1 (1.00) |
0.176 (1.00) |
0.313 (1.00) |
0.421 (1.00) |
0.674 (1.00) |
0.565 (1.00) |
0.368 (1.00) |
0.487 (1.00) |
0.131 (0.984) |
0.164 (1.00) |
TCEB3 | 4 (1%) | 416 |
0.883 (1.00) |
0.467 (1.00) |
0.663 (1.00) |
0.413 (1.00) |
1 (1.00) |
1 (1.00) |
0.518 (1.00) |
0.282 (1.00) |
0.238 (1.00) |
0.674 (1.00) |
0.339 (1.00) |
0.447 (1.00) |
0.861 (1.00) |
|
NTM | 5 (1%) | 415 |
0.78 (1.00) |
0.353 (1.00) |
0.445 (1.00) |
1 (1.00) |
1 (1.00) |
0.699 (1.00) |
0.313 (1.00) |
0.866 (1.00) |
0.914 (1.00) |
0.706 (1.00) |
0.951 (1.00) |
0.227 (1.00) |
0.263 (1.00) |
1 (1.00) |
MED12 | 7 (2%) | 413 |
0.793 (1.00) |
0.616 (1.00) |
0.509 (1.00) |
1 (1.00) |
1 (1.00) |
0.104 (0.965) |
0.929 (1.00) |
0.218 (1.00) |
0.48 (1.00) |
0.291 (1.00) |
0.167 (1.00) |
0.706 (1.00) |
0.424 (1.00) |
1 (1.00) |
MED15 | 6 (1%) | 414 |
0.803 (1.00) |
0.413 (1.00) |
0.724 (1.00) |
0.595 (1.00) |
1 (1.00) |
0.749 (1.00) |
0.268 (1.00) |
0.22 (1.00) |
0.107 (0.965) |
0.646 (1.00) |
0.279 (1.00) |
0.312 (1.00) |
0.0999 (0.965) |
0.164 (1.00) |
ERN1 | 3 (1%) | 417 |
0.828 (1.00) |
0.722 (1.00) |
0.592 (1.00) |
0.413 (1.00) |
1 (1.00) |
0.294 (1.00) |
0.518 (1.00) |
0.423 (1.00) |
0.446 (1.00) |
0.671 (1.00) |
0.369 (1.00) |
0.744 (1.00) |
0.336 (1.00) |
|
LMOD2 | 5 (1%) | 415 |
0.875 (1.00) |
0.304 (1.00) |
0.676 (1.00) |
0.51 (1.00) |
1 (1.00) |
1 (1.00) |
0.738 (1.00) |
0.912 (1.00) |
0.559 (1.00) |
0.43 (1.00) |
0.814 (1.00) |
0.0677 (0.943) |
0.16 (1.00) |
|
FAM111A | 3 (1%) | 417 |
0.0837 (0.943) |
0.765 (1.00) |
0.299 (1.00) |
0.413 (1.00) |
0.104 (0.965) |
0.629 (1.00) |
0.253 (1.00) |
0.768 (1.00) |
0.216 (1.00) |
0.31 (1.00) |
0.519 (1.00) |
0.0144 (0.626) |
||
ZNF709 | 5 (1%) | 415 |
0.737 (1.00) |
0.501 (1.00) |
0.144 (1.00) |
1 (1.00) |
1 (1.00) |
0.239 (1.00) |
0.313 (1.00) |
0.17 (1.00) |
0.0254 (0.806) |
0.839 (1.00) |
0.129 (0.984) |
0.655 (1.00) |
0.517 (1.00) |
|
MLLT10 | 4 (1%) | 416 |
0.827 (1.00) |
0.134 (0.984) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.657 (1.00) |
0.368 (1.00) |
0.943 (1.00) |
0.51 (1.00) |
0.574 (1.00) |
0.969 (1.00) |
0.602 (1.00) |
0.13 (0.984) |
1 (1.00) |
TNRC18 | 4 (1%) | 416 |
0.49 (1.00) |
0.941 (1.00) |
0.66 (1.00) |
0.51 (1.00) |
1 (1.00) |
0.177 (1.00) |
0.533 (1.00) |
0.943 (1.00) |
0.789 (1.00) |
0.674 (1.00) |
0.969 (1.00) |
0.702 (1.00) |
0.706 (1.00) |
|
GAGE2D | 3 (1%) | 417 |
0.883 (1.00) |
0.347 (1.00) |
0.111 (0.965) |
1 (1.00) |
1 (1.00) |
0.629 (1.00) |
0.12 (0.982) |
0.0678 (0.943) |
0.671 (1.00) |
0.105 (0.965) |
0.13 (0.984) |
|||
EMG1 | 4 (1%) | 416 |
0.714 (1.00) |
0.813 (1.00) |
1 (1.00) |
1 (1.00) |
0.136 (0.984) |
0.654 (1.00) |
0.368 (1.00) |
0.114 (0.965) |
0.0347 (0.806) |
0.82 (1.00) |
0.777 (1.00) |
0.758 (1.00) |
0.245 (1.00) |
|
LAMA3 | 7 (2%) | 413 |
0.796 (1.00) |
0.919 (1.00) |
0.218 (1.00) |
1 (1.00) |
1 (1.00) |
0.155 (1.00) |
0.929 (1.00) |
0.294 (1.00) |
0.48 (1.00) |
0.0255 (0.806) |
0.373 (1.00) |
0.555 (1.00) |
0.457 (1.00) |
|
RPL11 | 4 (1%) | 416 |
0.863 (1.00) |
0.536 (1.00) |
0.192 (1.00) |
1 (1.00) |
0.136 (0.984) |
0.0274 (0.806) |
0.268 (1.00) |
0.516 (1.00) |
0.283 (1.00) |
0.321 (1.00) |
0.863 (1.00) |
|||
ZFHX3 | 13 (3%) | 407 |
0.726 (1.00) |
0.29 (1.00) |
1 (1.00) |
0.211 (1.00) |
0.381 (1.00) |
0.41 (1.00) |
0.231 (1.00) |
0.0801 (0.943) |
0.424 (1.00) |
0.109 (0.965) |
0.0257 (0.806) |
0.894 (1.00) |
0.905 (1.00) |
0.259 (1.00) |
MUC17 | 23 (5%) | 397 |
0.295 (1.00) |
0.241 (1.00) |
0.762 (1.00) |
0.547 (1.00) |
0.577 (1.00) |
0.078 (0.943) |
0.67 (1.00) |
0.142 (1.00) |
0.0738 (0.943) |
0.685 (1.00) |
0.00263 (0.326) |
0.832 (1.00) |
0.701 (1.00) |
0.0269 (0.806) |
CDKN1B | 5 (1%) | 415 |
0.754 (1.00) |
0.439 (1.00) |
0.0575 (0.943) |
0.59 (1.00) |
1 (1.00) |
0.0955 (0.965) |
0.922 (1.00) |
0.637 (1.00) |
0.914 (1.00) |
0.615 (1.00) |
0.223 (1.00) |
0.505 (1.00) |
0.788 (1.00) |
1 (1.00) |
POM121 | 3 (1%) | 417 |
0.952 (1.00) |
0.0288 (0.806) |
0.594 (1.00) |
1 (1.00) |
0.104 (0.965) |
1 (1.00) |
0.437 (1.00) |
0.726 (1.00) |
0.446 (1.00) |
0.216 (1.00) |
0.803 (1.00) |
0.275 (1.00) |
0.102 (0.965) |
|
ESCO1 | 4 (1%) | 416 |
0.875 (1.00) |
0.257 (1.00) |
0.663 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.368 (1.00) |
0.943 (1.00) |
0.234 (1.00) |
0.224 (1.00) |
0.969 (1.00) |
0.609 (1.00) |
0.367 (1.00) |
1 (1.00) |
MYOT | 4 (1%) | 416 |
0.802 (1.00) |
0.0615 (0.943) |
0.192 (1.00) |
0.413 (1.00) |
0.136 (0.984) |
0.177 (1.00) |
0.518 (1.00) |
0.0376 (0.815) |
0.238 (1.00) |
0.0618 (0.943) |
0.0504 (0.943) |
0.927 (1.00) |
0.377 (1.00) |
|
FAM47C | 9 (2%) | 411 |
0.714 (1.00) |
0.601 (1.00) |
0.559 (1.00) |
0.604 (1.00) |
1 (1.00) |
0.655 (1.00) |
0.231 (1.00) |
0.168 (1.00) |
0.923 (1.00) |
0.0703 (0.943) |
0.271 (1.00) |
0.449 (1.00) |
0.861 (1.00) |
1 (1.00) |
CR1L | 5 (1%) | 415 |
0.816 (1.00) |
0.964 (1.00) |
0.448 (1.00) |
0.59 (1.00) |
1 (1.00) |
1 (1.00) |
0.753 (1.00) |
0.0884 (0.965) |
0.159 (1.00) |
0.529 (1.00) |
0.131 (0.984) |
0.297 (1.00) |
0.00857 (0.563) |
1 (1.00) |
FAM120B | 3 (1%) | 417 |
0.816 (1.00) |
0.932 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.628 (1.00) |
0.423 (1.00) |
0.768 (1.00) |
0.18 (1.00) |
0.369 (1.00) |
0.565 (1.00) |
0.706 (1.00) |
1 (1.00) |
|
EDC4 | 3 (1%) | 417 |
0.816 (1.00) |
0.339 (1.00) |
1 (1.00) |
0.413 (1.00) |
1 (1.00) |
0.629 (1.00) |
0.518 (1.00) |
0.423 (1.00) |
0.446 (1.00) |
0.671 (1.00) |
0.369 (1.00) |
0.186 (1.00) |
0.587 (1.00) |
0.164 (1.00) |
KIRREL | 5 (1%) | 415 |
0.738 (1.00) |
0.797 (1.00) |
1 (1.00) |
0.51 (1.00) |
1 (1.00) |
1 (1.00) |
0.564 (1.00) |
0.85 (1.00) |
0.914 (1.00) |
0.938 (1.00) |
0.984 (1.00) |
0.307 (1.00) |
0.381 (1.00) |
1 (1.00) |
TCERG1 | 4 (1%) | 416 |
0.723 (1.00) |
0.88 (1.00) |
1 (1.00) |
1 (1.00) |
0.136 (0.984) |
1 (1.00) |
0.437 (1.00) |
0.114 (0.965) |
0.234 (1.00) |
0.307 (1.00) |
0.707 (1.00) |
0.319 (1.00) |
0.718 (1.00) |
|
SLC16A6 | 4 (1%) | 416 |
0.772 (1.00) |
0.56 (1.00) |
0.663 (1.00) |
0.0698 (0.943) |
1 (1.00) |
0.103 (0.965) |
0.0106 (0.613) |
0.447 (1.00) |
0.789 (1.00) |
0.224 (1.00) |
0.535 (1.00) |
0.386 (1.00) |
0.549 (1.00) |
|
NKX3-1 | 5 (1%) | 415 |
0.812 (1.00) |
0.395 (1.00) |
0.226 (1.00) |
1 (1.00) |
1 (1.00) |
0.482 (1.00) |
0.313 (1.00) |
0.299 (1.00) |
0.914 (1.00) |
0.134 (0.984) |
0.0845 (0.943) |
0.857 (1.00) |
0.991 (1.00) |
1 (1.00) |
RNF17 | 3 (1%) | 417 |
0.873 (1.00) |
0.393 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.625 (1.00) |
0.437 (1.00) |
0.423 (1.00) |
0.0678 (0.943) |
0.627 (1.00) |
0.369 (1.00) |
0.444 (1.00) |
1 (1.00) |
|
KYNU | 3 (1%) | 417 |
0.872 (1.00) |
0.816 (1.00) |
1 (1.00) |
0.413 (1.00) |
1 (1.00) |
1 (1.00) |
0.518 (1.00) |
0.994 (1.00) |
0.446 (1.00) |
0.627 (1.00) |
0.894 (1.00) |
0.467 (1.00) |
0.12 (0.982) |
|
LARP1 | 4 (1%) | 416 |
0.796 (1.00) |
0.522 (1.00) |
0.664 (1.00) |
0.51 (1.00) |
1 (1.00) |
0.155 (1.00) |
0.564 (1.00) |
0.121 (0.983) |
0.234 (1.00) |
0.307 (1.00) |
0.316 (1.00) |
0.866 (1.00) |
0.464 (1.00) |
|
CDK12 | 8 (2%) | 412 |
0.732 (1.00) |
0.397 (1.00) |
1 (1.00) |
0.318 (1.00) |
0.254 (1.00) |
0.477 (1.00) |
0.345 (1.00) |
0.0727 (0.943) |
0.193 (1.00) |
0.287 (1.00) |
0.111 (0.965) |
0.274 (1.00) |
0.625 (1.00) |
|
ACPT | 3 (1%) | 417 |
0.875 (1.00) |
0.558 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.157 (1.00) |
0.423 (1.00) |
0.768 (1.00) |
0.18 (1.00) |
0.369 (1.00) |
0.396 (1.00) |
|||
AP4B1 | 5 (1%) | 415 |
0.753 (1.00) |
0.637 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.368 (1.00) |
0.111 (0.965) |
0.265 (1.00) |
0.43 (1.00) |
0.0906 (0.965) |
0.61 (1.00) |
0.403 (1.00) |
|
RAG1 | 9 (2%) | 411 |
0.793 (1.00) |
0.924 (1.00) |
1 (1.00) |
0.604 (1.00) |
1 (1.00) |
0.791 (1.00) |
0.231 (1.00) |
0.168 (1.00) |
0.102 (0.965) |
0.832 (1.00) |
0.187 (1.00) |
0.82 (1.00) |
0.196 (1.00) |
1 (1.00) |
APC | 8 (2%) | 412 |
0.589 (1.00) |
0.229 (1.00) |
0.533 (1.00) |
1 (1.00) |
1 (1.00) |
0.166 (1.00) |
0.799 (1.00) |
0.0395 (0.837) |
0.114 (0.965) |
0.244 (1.00) |
0.0669 (0.943) |
0.423 (1.00) |
0.359 (1.00) |
|
MSLNL | 4 (1%) | 416 |
0.00451 (0.435) |
0.356 (1.00) |
1 (1.00) |
0.413 (1.00) |
1 (1.00) |
1 (1.00) |
0.518 (1.00) |
0.811 (1.00) |
0.234 (1.00) |
0.574 (1.00) |
0.707 (1.00) |
0.0141 (0.626) |
0.822 (1.00) |
|
GAB2 | 5 (1%) | 415 |
0.885 (1.00) |
0.785 (1.00) |
0.447 (1.00) |
0.0698 (0.943) |
1 (1.00) |
1 (1.00) |
0.0376 (0.815) |
0.0232 (0.806) |
0.35 (1.00) |
0.0171 (0.709) |
0.0346 (0.806) |
0.17 (1.00) |
0.204 (1.00) |
|
DNMT3B | 4 (1%) | 416 |
0.796 (1.00) |
0.853 (1.00) |
0.662 (1.00) |
1 (1.00) |
1 (1.00) |
0.0845 (0.943) |
0.437 (1.00) |
0.0327 (0.806) |
0.516 (1.00) |
0.0618 (0.943) |
0.199 (1.00) |
0.313 (1.00) |
0.787 (1.00) |
|
NCKAP1L | 5 (1%) | 415 |
0.483 (1.00) |
0.444 (1.00) |
0.679 (1.00) |
0.187 (1.00) |
1 (1.00) |
0.0947 (0.965) |
0.14 (1.00) |
0.299 (1.00) |
0.124 (0.984) |
0.938 (1.00) |
0.244 (1.00) |
0.634 (1.00) |
0.943 (1.00) |
|
PRTFDC1 | 3 (1%) | 417 |
0.816 (1.00) |
0.584 (1.00) |
0.591 (1.00) |
1 (1.00) |
1 (1.00) |
0.437 (1.00) |
0.423 (1.00) |
0.446 (1.00) |
0.671 (1.00) |
0.369 (1.00) |
0.941 (1.00) |
0.69 (1.00) |
||
PCSK5 | 6 (1%) | 414 |
0.803 (1.00) |
0.895 (1.00) |
0.459 (1.00) |
1 (1.00) |
1 (1.00) |
0.701 (1.00) |
0.368 (1.00) |
0.288 (1.00) |
0.392 (1.00) |
0.646 (1.00) |
0.368 (1.00) |
0.591 (1.00) |
0.356 (1.00) |
0.214 (1.00) |
ITGA2B | 4 (1%) | 416 |
0.772 (1.00) |
0.375 (1.00) |
0.664 (1.00) |
0.51 (1.00) |
1 (1.00) |
0.629 (1.00) |
0.738 (1.00) |
0.282 (1.00) |
0.796 (1.00) |
0.224 (1.00) |
0.339 (1.00) |
0.227 (1.00) |
0.973 (1.00) |
P value = 0.000137 (Wilcoxon-test), Q value = 0.04
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 420 | 7.4 (0.9) |
TP53 MUTATED | 42 | 8.0 (1.0) |
TP53 WILD-TYPE | 378 | 7.4 (0.9) |
P value = 1.11e-06 (Wilcoxon-test), Q value = 0.00096
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 420 | 7.5 (0.9) |
TP53 MUTATED | 42 | 8.2 (0.9) |
TP53 WILD-TYPE | 378 | 7.4 (0.9) |
P value = 0.000938 (Wilcoxon-test), Q value = 0.16
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 420 | 7.4 (0.9) |
ZMYM3 MUTATED | 9 | 8.6 (0.9) |
ZMYM3 WILD-TYPE | 411 | 7.4 (0.9) |
P value = 0.000717 (Wilcoxon-test), Q value = 0.16
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 420 | 3.9 (0.7) |
ZMYM3 MUTATED | 9 | 4.7 (0.7) |
ZMYM3 WILD-TYPE | 411 | 3.8 (0.7) |
P value = 0.000132 (logrank test), Q value = 0.04
nPatients | nDeath | Duration Range (Median), Month | |
---|---|---|---|
ALL | 419 | 7 | 0.7 - 165.2 (27.3) |
L1CAM MUTATED | 6 | 1 | 9.0 - 113.1 (23.6) |
L1CAM WILD-TYPE | 413 | 6 | 0.7 - 165.2 (27.3) |
-
Mutation data file = sample_sig_gene_table.txt from Mutsig_2CV pipeline
-
Processed Mutation data file = /xchip/cga/gdac-prod/tcga-gdac/jobResults/GDAC_Correlate_Genomic_Events_Preprocess/PRAD-TP/15170475/transformed.cor.cli.txt
-
Clinical data file = /xchip/cga/gdac-prod/tcga-gdac/jobResults/Append_Data/PRAD-TP/15087329/PRAD-TP.merged_data.txt
-
Number of patients = 420
-
Number of significantly mutated genes = 62
-
Number of selected clinical features = 14
-
Exclude genes that fewer than K tumors have mutations, K = 3
For survival clinical features, the Kaplan-Meier survival curves of tumors with and without gene mutations were plotted and the statistical significance P values were estimated by logrank test (Bland and Altman 2004) using the 'survdiff' function in R
For binary or multi-class clinical features (nominal or ordinal), two-tailed Fisher's exact tests (Fisher 1922) were used to estimate the P values using the 'fisher.test' function in R
For multiple hypothesis correction, Q value is the False Discovery Rate (FDR) analogue of the P value (Benjamini and Hochberg 1995), defined as the minimum FDR at which the test may be called significant. We used the 'Benjamini and Hochberg' method of 'p.adjust' function in R to convert P values into Q values.
In addition to the links below, the full results of the analysis summarized in this report can also be downloaded programmatically using firehose_get, or interactively from either the Broad GDAC website or TCGA Data Coordination Center Portal.