(primary solid tumor cohort)
This pipeline computes the correlation between significant arm-level copy number variations (cnvs) and selected clinical features.
Testing the association between copy number variation 36 arm-level results and 15 clinical features across 309 patients, 29 significant findings detected with Q value < 0.25.
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4p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
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4q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
5p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
5q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
7p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
7q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
12p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
12q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
14q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
16p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
16q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
17p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
17q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
19p gain cnv correlated to 'HISTOLOGICAL.TYPE' and 'NUMBER.OF.LYMPH.NODES'.
-
19q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
20p gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
20q gain cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
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2p loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
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2q loss cnv correlated to 'NUMBER.OF.LYMPH.NODES' and 'NEOPLASM.DISEASESTAGE'.
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3q loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
9p loss cnv correlated to 'NEOPLASM.DISEASESTAGE'.
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9q loss cnv correlated to 'NEOPLASM.DISEASESTAGE'.
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10p loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
-
11p loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
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11q loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
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13q loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
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15q loss cnv correlated to 'NUMBER.OF.LYMPH.NODES'.
Clinical Features |
Time to Death |
AGE | GENDER |
HISTOLOGICAL TYPE |
RADIATIONS RADIATION REGIMENINDICATION |
RADIATIONEXPOSURE |
DISTANT METASTASIS |
EXTRATHYROIDAL EXTENSION |
LYMPH NODE METASTASIS |
COMPLETENESS OF RESECTION |
NUMBER OF LYMPH NODES |
TUMOR STAGECODE |
NEOPLASM DISEASESTAGE |
MULTIFOCALITY |
TUMOR SIZE |
||
nCNV (%) | nWild-Type | logrank test | t-test | Fisher's exact test | Fisher's exact test | Fisher's exact test | Fisher's exact test | Fisher's exact test | Fisher's exact test | Chi-square test | Fisher's exact test | t-test | t-test | Chi-square test | Fisher's exact test | t-test | |
19p gain | 3 (1%) | 306 |
1 (1.00) |
0.186 (1.00) |
1 (1.00) |
0.000234 (0.11) |
1 (1.00) |
1 (1.00) |
0.277 (1.00) |
1 (1.00) |
0.53 (1.00) |
0.219 (1.00) |
2.04e-15 (9.77e-13) |
0.691 (1.00) |
1 (1.00) |
0.557 (1.00) |
|
2q loss | 6 (2%) | 303 |
1 (1.00) |
0.0372 (1.00) |
1 (1.00) |
0.018 (1.00) |
1 (1.00) |
1 (1.00) |
0.275 (1.00) |
0.418 (1.00) |
0.171 (1.00) |
0.418 (1.00) |
1.93e-15 (9.45e-13) |
0.000428 (0.201) |
0.684 (1.00) |
0.322 (1.00) |
|
4p gain | 4 (1%) | 305 |
0.00468 (1.00) |
0.118 (1.00) |
1 (1.00) |
0.365 (1.00) |
0.17 (1.00) |
1 (1.00) |
0.168 (1.00) |
1 (1.00) |
0.374 (1.00) |
0.288 (1.00) |
2e-15 (9.72e-13) |
0.492 (1.00) |
0.622 (1.00) |
0.429 (1.00) |
|
4q gain | 4 (1%) | 305 |
0.00468 (1.00) |
0.118 (1.00) |
1 (1.00) |
0.365 (1.00) |
0.17 (1.00) |
1 (1.00) |
0.168 (1.00) |
1 (1.00) |
0.374 (1.00) |
0.288 (1.00) |
2e-15 (9.72e-13) |
0.492 (1.00) |
0.622 (1.00) |
0.429 (1.00) |
|
5p gain | 9 (3%) | 300 |
0.00468 (1.00) |
0.0351 (1.00) |
1 (1.00) |
0.0193 (1.00) |
0.345 (1.00) |
1 (1.00) |
0.00842 (1.00) |
0.745 (1.00) |
0.149 (1.00) |
0.581 (1.00) |
1.89e-15 (9.39e-13) |
0.00967 (1.00) |
0.501 (1.00) |
0.0735 (1.00) |
|
5q gain | 9 (3%) | 300 |
0.00468 (1.00) |
0.0351 (1.00) |
1 (1.00) |
0.0193 (1.00) |
0.345 (1.00) |
1 (1.00) |
0.00842 (1.00) |
0.745 (1.00) |
0.149 (1.00) |
0.581 (1.00) |
1.89e-15 (9.39e-13) |
0.00967 (1.00) |
0.501 (1.00) |
0.0735 (1.00) |
|
7p gain | 11 (4%) | 298 |
1 (1.00) |
0.036 (1.00) |
1 (1.00) |
0.0257 (1.00) |
1 (1.00) |
1 (1.00) |
0.023 (1.00) |
0.449 (1.00) |
0.0924 (1.00) |
0.299 (1.00) |
1.82e-15 (9.1e-13) |
0.00306 (1.00) |
0.541 (1.00) |
0.17 (1.00) |
|
7q gain | 13 (4%) | 296 |
1 (1.00) |
0.02 (1.00) |
0.742 (1.00) |
0.00409 (1.00) |
1 (1.00) |
1 (1.00) |
0.0478 (1.00) |
0.803 (1.00) |
0.0137 (1.00) |
0.114 (1.00) |
1.82e-15 (9.1e-13) |
0.00986 (1.00) |
0.572 (1.00) |
0.161 (1.00) |
|
12p gain | 9 (3%) | 300 |
1 (1.00) |
0.181 (1.00) |
0.461 (1.00) |
0.0193 (1.00) |
1 (1.00) |
1 (1.00) |
0.00842 (1.00) |
0.745 (1.00) |
0.149 (1.00) |
0.581 (1.00) |
1.89e-15 (9.39e-13) |
0.0196 (1.00) |
0.501 (1.00) |
0.367 (1.00) |
|
12q gain | 10 (3%) | 299 |
1 (1.00) |
0.141 (1.00) |
0.46 (1.00) |
0.0134 (1.00) |
1 (1.00) |
1 (1.00) |
0.00361 (1.00) |
0.562 (1.00) |
0.054 (1.00) |
0.627 (1.00) |
1.89e-15 (9.39e-13) |
0.0426 (1.00) |
0.75 (1.00) |
0.367 (1.00) |
|
14q gain | 6 (2%) | 303 |
1 (1.00) |
0.256 (1.00) |
0.342 (1.00) |
0.0844 (1.00) |
1 (1.00) |
1 (1.00) |
0.0574 (1.00) |
1 (1.00) |
0.183 (1.00) |
0.418 (1.00) |
2e-15 (9.72e-13) |
0.0384 (1.00) |
0.214 (1.00) |
0.468 (1.00) |
|
16p gain | 8 (3%) | 301 |
1 (1.00) |
0.251 (1.00) |
0.207 (1.00) |
0.183 (1.00) |
1 (1.00) |
1 (1.00) |
0.356 (1.00) |
1 (1.00) |
0.0428 (1.00) |
0.172 (1.00) |
1.96e-15 (9.58e-13) |
0.139 (1.00) |
1 (1.00) |
0.475 (1.00) |
|
16q gain | 6 (2%) | 303 |
1 (1.00) |
0.152 (1.00) |
0.342 (1.00) |
0.501 (1.00) |
1 (1.00) |
1 (1.00) |
0.275 (1.00) |
1 (1.00) |
0.183 (1.00) |
0.418 (1.00) |
2e-15 (9.72e-13) |
0.0384 (1.00) |
0.684 (1.00) |
0.425 (1.00) |
|
17p gain | 8 (3%) | 301 |
1 (1.00) |
0.306 (1.00) |
0.207 (1.00) |
0.0216 (1.00) |
1 (1.00) |
1 (1.00) |
0.161 (1.00) |
0.327 (1.00) |
0.174 (1.00) |
0.531 (1.00) |
1.93e-15 (9.45e-13) |
0.00888 (1.00) |
0.723 (1.00) |
0.476 (1.00) |
|
17q gain | 9 (3%) | 300 |
1 (1.00) |
0.466 (1.00) |
0.119 (1.00) |
0.0429 (1.00) |
1 (1.00) |
1 (1.00) |
0.0682 (1.00) |
0.27 (1.00) |
0.149 (1.00) |
0.581 (1.00) |
1.89e-15 (9.39e-13) |
0.0212 (1.00) |
1 (1.00) |
0.75 (1.00) |
|
19q gain | 4 (1%) | 305 |
0.00468 (1.00) |
0.0697 (1.00) |
1 (1.00) |
0.00146 (0.683) |
0.17 (1.00) |
1 (1.00) |
0.168 (1.00) |
0.609 (1.00) |
0.374 (1.00) |
0.288 (1.00) |
2e-15 (9.72e-13) |
0.492 (1.00) |
1 (1.00) |
0.311 (1.00) |
|
20p gain | 5 (2%) | 304 |
1 (1.00) |
0.279 (1.00) |
0.339 (1.00) |
0.0281 (1.00) |
1 (1.00) |
1 (1.00) |
0.121 (1.00) |
0.406 (1.00) |
0.149 (1.00) |
1 (1.00) |
2.04e-15 (9.77e-13) |
0.00997 (1.00) |
1 (1.00) |
0.149 (1.00) |
|
20q gain | 5 (2%) | 304 |
1 (1.00) |
0.279 (1.00) |
0.339 (1.00) |
0.0281 (1.00) |
1 (1.00) |
1 (1.00) |
0.121 (1.00) |
0.406 (1.00) |
0.149 (1.00) |
1 (1.00) |
2.04e-15 (9.77e-13) |
0.00997 (1.00) |
1 (1.00) |
0.149 (1.00) |
|
2p loss | 7 (2%) | 302 |
1 (1.00) |
0.189 (1.00) |
1 (1.00) |
0.0482 (1.00) |
1 (1.00) |
1 (1.00) |
0.2 (1.00) |
0.309 (1.00) |
0.112 (1.00) |
0.477 (1.00) |
1.89e-15 (9.39e-13) |
0.00258 (1.00) |
1 (1.00) |
0.896 (1.00) |
|
3q loss | 3 (1%) | 306 |
1 (1.00) |
0.2 (1.00) |
0.573 (1.00) |
0.0563 (1.00) |
1 (1.00) |
1 (1.00) |
0.277 (1.00) |
1 (1.00) |
0.53 (1.00) |
1 (1.00) |
2.04e-15 (9.77e-13) |
0.0256 (1.00) |
1 (1.00) |
0.147 (1.00) |
|
9p loss | 5 (2%) | 304 |
1 (1.00) |
0.923 (1.00) |
0.339 (1.00) |
0.554 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.406 (1.00) |
0.552 (1.00) |
1 (1.00) |
0.47 (1.00) |
3.76e-05 (0.0178) |
1 (1.00) |
0.467 (1.00) |
|
9q loss | 7 (2%) | 302 |
1 (1.00) |
0.34 (1.00) |
1 (1.00) |
0.158 (1.00) |
0.28 (1.00) |
0.294 (1.00) |
0.498 (1.00) |
0.309 (1.00) |
0.512 (1.00) |
1 (1.00) |
0.734 (1.00) |
8.55e-06 (0.00405) |
1 (1.00) |
0.486 (1.00) |
|
10p loss | 4 (1%) | 305 |
1 (1.00) |
0.0668 (1.00) |
1 (1.00) |
0.202 (1.00) |
1 (1.00) |
1 (1.00) |
0.643 (1.00) |
0.609 (1.00) |
0.374 (1.00) |
1 (1.00) |
2.04e-15 (9.77e-13) |
0.00104 (0.486) |
1 (1.00) |
0.147 (1.00) |
|
11p loss | 4 (1%) | 305 |
0.00468 (1.00) |
0.0308 (1.00) |
0.254 (1.00) |
0.141 (1.00) |
0.17 (1.00) |
1 (1.00) |
0.168 (1.00) |
0.609 (1.00) |
0.374 (1.00) |
0.288 (1.00) |
2e-15 (9.72e-13) |
0.492 (1.00) |
0.622 (1.00) |
0.203 (1.00) |
|
11q loss | 5 (2%) | 304 |
0.00468 (1.00) |
0.0185 (1.00) |
0.0976 (1.00) |
0.0947 (1.00) |
0.208 (1.00) |
1 (1.00) |
0.121 (1.00) |
0.406 (1.00) |
0.256 (1.00) |
0.355 (1.00) |
1.96e-15 (9.58e-13) |
0.159 (1.00) |
1 (1.00) |
0.203 (1.00) |
|
13q loss | 9 (3%) | 300 |
0.00468 (1.00) |
0.0329 (1.00) |
0.231 (1.00) |
0.0651 (1.00) |
0.345 (1.00) |
0.00424 (1.00) |
0.268 (1.00) |
0.745 (1.00) |
0.144 (1.00) |
0.408 (1.00) |
1.86e-15 (9.24e-13) |
0.143 (1.00) |
0.501 (1.00) |
0.402 (1.00) |
|
15q loss | 3 (1%) | 306 |
1 (1.00) |
0.405 (1.00) |
1 (1.00) |
0.0425 (1.00) |
1 (1.00) |
1 (1.00) |
0.277 (1.00) |
1 (1.00) |
0.53 (1.00) |
1 (1.00) |
2.04e-15 (9.77e-13) |
0.0256 (1.00) |
1 (1.00) |
0.354 (1.00) |
|
1q gain | 10 (3%) | 299 |
1 (1.00) |
0.133 (1.00) |
0.712 (1.00) |
0.153 (1.00) |
0.375 (1.00) |
1 (1.00) |
1 (1.00) |
0.00345 (1.00) |
0.357 (1.00) |
0.157 (1.00) |
0.402 (1.00) |
0.1 (1.00) |
0.335 (1.00) |
0.277 (1.00) |
|
11p gain | 3 (1%) | 306 |
1 (1.00) |
0.718 (1.00) |
0.573 (1.00) |
0.0143 (1.00) |
1 (1.00) |
1 (1.00) |
0.277 (1.00) |
1 (1.00) |
0.544 (1.00) |
1 (1.00) |
0.441 (1.00) |
1 (1.00) |
0.0131 (1.00) |
||
1p loss | 3 (1%) | 306 |
1 (1.00) |
0.181 (1.00) |
1 (1.00) |
0.431 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.53 (1.00) |
1 (1.00) |
0.0256 (1.00) |
1 (1.00) |
|||
10q loss | 3 (1%) | 306 |
1 (1.00) |
0.0336 (1.00) |
0.573 (1.00) |
0.431 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.53 (1.00) |
1 (1.00) |
0.0256 (1.00) |
1 (1.00) |
|||
17p loss | 4 (1%) | 305 |
1 (1.00) |
0.525 (1.00) |
0.575 (1.00) |
0.798 (1.00) |
0.0109 (1.00) |
1 (1.00) |
0.643 (1.00) |
0.0488 (1.00) |
0.291 (1.00) |
1 (1.00) |
0.587 (1.00) |
0.071 (1.00) |
0.622 (1.00) |
0.227 (1.00) |
|
18p loss | 3 (1%) | 306 |
1 (1.00) |
0.971 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.861 (1.00) |
1 (1.00) |
0.0653 (1.00) |
0.0384 (1.00) |
1 (1.00) |
0.655 (1.00) |
|
18q loss | 3 (1%) | 306 |
1 (1.00) |
0.971 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
1 (1.00) |
0.861 (1.00) |
1 (1.00) |
0.0653 (1.00) |
0.0384 (1.00) |
1 (1.00) |
0.655 (1.00) |
|
21q loss | 5 (2%) | 304 |
1 (1.00) |
0.0267 (1.00) |
0.6 (1.00) |
0.314 (1.00) |
1 (1.00) |
1 (1.00) |
0.412 (1.00) |
0.406 (1.00) |
0.552 (1.00) |
0.557 (1.00) |
0.981 (1.00) |
0.00437 (1.00) |
0.371 (1.00) |
0.683 (1.00) |
|
22q loss | 42 (14%) | 267 |
1 (1.00) |
0.277 (1.00) |
1 (1.00) |
0.00071 (0.333) |
0.23 (1.00) |
0.699 (1.00) |
0.575 (1.00) |
0.111 (1.00) |
0.189 (1.00) |
0.614 (1.00) |
0.611 (1.00) |
0.364 (1.00) |
0.406 (1.00) |
0.559 (1.00) |
P value = 2e-15 (t-test), Q value = 9.7e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
4P GAIN MUTATED | 4 | 0.0 (0.0) |
4P GAIN WILD-TYPE | 244 | 2.8 (5.1) |
P value = 2e-15 (t-test), Q value = 9.7e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
4Q GAIN MUTATED | 4 | 0.0 (0.0) |
4Q GAIN WILD-TYPE | 244 | 2.8 (5.1) |
P value = 1.89e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
5P GAIN MUTATED | 7 | 0.0 (0.0) |
5P GAIN WILD-TYPE | 241 | 2.8 (5.1) |
P value = 1.89e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
5Q GAIN MUTATED | 7 | 0.0 (0.0) |
5Q GAIN WILD-TYPE | 241 | 2.8 (5.1) |
P value = 1.82e-15 (t-test), Q value = 9.1e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
7P GAIN MUTATED | 9 | 0.0 (0.0) |
7P GAIN WILD-TYPE | 239 | 2.8 (5.1) |
P value = 1.82e-15 (t-test), Q value = 9.1e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
7Q GAIN MUTATED | 9 | 0.0 (0.0) |
7Q GAIN WILD-TYPE | 239 | 2.8 (5.1) |
P value = 1.89e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
12P GAIN MUTATED | 7 | 0.0 (0.0) |
12P GAIN WILD-TYPE | 241 | 2.8 (5.1) |
P value = 1.89e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
12Q GAIN MUTATED | 7 | 0.0 (0.0) |
12Q GAIN WILD-TYPE | 241 | 2.8 (5.1) |
P value = 2e-15 (t-test), Q value = 9.7e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
14Q GAIN MUTATED | 4 | 0.0 (0.0) |
14Q GAIN WILD-TYPE | 244 | 2.8 (5.1) |
P value = 1.96e-15 (t-test), Q value = 9.6e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
16P GAIN MUTATED | 5 | 0.0 (0.0) |
16P GAIN WILD-TYPE | 243 | 2.8 (5.1) |
P value = 2e-15 (t-test), Q value = 9.7e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
16Q GAIN MUTATED | 4 | 0.0 (0.0) |
16Q GAIN WILD-TYPE | 244 | 2.8 (5.1) |
P value = 1.93e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
17P GAIN MUTATED | 6 | 0.0 (0.0) |
17P GAIN WILD-TYPE | 242 | 2.8 (5.1) |
P value = 1.89e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
17Q GAIN MUTATED | 7 | 0.0 (0.0) |
17Q GAIN WILD-TYPE | 241 | 2.8 (5.1) |
P value = 0.000234 (Fisher's exact test), Q value = 0.11
nPatients | OTHER | THYROID PAPILLARY CARCINOMA - CLASSICAL/USUAL | THYROID PAPILLARY CARCINOMA - FOLLICULAR (>= 99% FOLLICULAR PATTERNED) | THYROID PAPILLARY CARCINOMA - TALL CELL (>= 50% TALL CELL FEATURES) |
---|---|---|---|---|
ALL | 20 | 183 | 75 | 31 |
19P GAIN MUTATED | 3 | 0 | 0 | 0 |
19P GAIN WILD-TYPE | 17 | 183 | 75 | 31 |
P value = 2.04e-15 (t-test), Q value = 9.8e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
19P GAIN MUTATED | 3 | 0.0 (0.0) |
19P GAIN WILD-TYPE | 245 | 2.8 (5.1) |
P value = 2e-15 (t-test), Q value = 9.7e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
19Q GAIN MUTATED | 4 | 0.0 (0.0) |
19Q GAIN WILD-TYPE | 244 | 2.8 (5.1) |
P value = 2.04e-15 (t-test), Q value = 9.8e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
20P GAIN MUTATED | 3 | 0.0 (0.0) |
20P GAIN WILD-TYPE | 245 | 2.8 (5.1) |
P value = 2.04e-15 (t-test), Q value = 9.8e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
20Q GAIN MUTATED | 3 | 0.0 (0.0) |
20Q GAIN WILD-TYPE | 245 | 2.8 (5.1) |
P value = 1.89e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
2P LOSS MUTATED | 7 | 0.0 (0.0) |
2P LOSS WILD-TYPE | 241 | 2.8 (5.1) |
P value = 1.93e-15 (t-test), Q value = 9.4e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
2Q LOSS MUTATED | 6 | 0.0 (0.0) |
2Q LOSS WILD-TYPE | 242 | 2.8 (5.1) |
P value = 0.000428 (Chi-square test), Q value = 0.2
nPatients | STAGE I | STAGE II | STAGE III | STAGE IVA | STAGE IVC |
---|---|---|---|---|---|
ALL | 177 | 33 | 67 | 28 | 3 |
2Q LOSS MUTATED | 1 | 4 | 1 | 0 | 0 |
2Q LOSS WILD-TYPE | 176 | 29 | 66 | 28 | 3 |
P value = 2.04e-15 (t-test), Q value = 9.8e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
3Q LOSS MUTATED | 3 | 0.0 (0.0) |
3Q LOSS WILD-TYPE | 245 | 2.8 (5.1) |
P value = 3.76e-05 (Chi-square test), Q value = 0.018
nPatients | STAGE I | STAGE II | STAGE III | STAGE IVA | STAGE IVC |
---|---|---|---|---|---|
ALL | 177 | 33 | 67 | 28 | 3 |
9P LOSS MUTATED | 1 | 4 | 0 | 0 | 0 |
9P LOSS WILD-TYPE | 176 | 29 | 67 | 28 | 3 |
P value = 8.55e-06 (Chi-square test), Q value = 0.0041
nPatients | STAGE I | STAGE II | STAGE III | STAGE IVA | STAGE IVC |
---|---|---|---|---|---|
ALL | 177 | 33 | 67 | 28 | 3 |
9Q LOSS MUTATED | 1 | 5 | 0 | 1 | 0 |
9Q LOSS WILD-TYPE | 176 | 28 | 67 | 27 | 3 |
P value = 2.04e-15 (t-test), Q value = 9.8e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
10P LOSS MUTATED | 3 | 0.0 (0.0) |
10P LOSS WILD-TYPE | 245 | 2.8 (5.1) |
P value = 2e-15 (t-test), Q value = 9.7e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
11P LOSS MUTATED | 4 | 0.0 (0.0) |
11P LOSS WILD-TYPE | 244 | 2.8 (5.1) |
P value = 1.96e-15 (t-test), Q value = 9.6e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
11Q LOSS MUTATED | 5 | 0.0 (0.0) |
11Q LOSS WILD-TYPE | 243 | 2.8 (5.1) |
P value = 1.86e-15 (t-test), Q value = 9.2e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
13Q LOSS MUTATED | 8 | 0.0 (0.0) |
13Q LOSS WILD-TYPE | 240 | 2.8 (5.1) |
P value = 2.04e-15 (t-test), Q value = 9.8e-13
nPatients | Mean (Std.Dev) | |
---|---|---|
ALL | 248 | 2.7 (5.1) |
15Q LOSS MUTATED | 3 | 0.0 (0.0) |
15Q LOSS WILD-TYPE | 245 | 2.8 (5.1) |
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Mutation data file = broad_values_by_arm.mutsig.cluster.txt
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Clinical data file = THCA-TP.clin.merged.picked.txt
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Number of patients = 309
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Number of significantly arm-level cnvs = 36
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Number of selected clinical features = 15
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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 continuous numerical clinical features, two-tailed Student's t test with unequal variance (Lehmann and Romano 2005) was applied to compare the clinical values between tumors with and without gene mutations using 't.test' 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 multi-class clinical features (nominal or ordinal), Chi-square tests (Greenwood and Nikulin 1996) were used to estimate the P values using the 'chisq.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.
This is an experimental feature. The full results of the analysis summarized in this report can be downloaded from the TCGA Data Coordination Center.