Thyroid Adenocarcinoma: Correlation between copy number variation genes and molecular subtypes
(primary solid tumor cohort)
Maintained by TCGA GDAC Team (Broad Institute/MD Anderson Cancer Center/Harvard Medical School)
Overview
Introduction

This pipeline computes the correlation between significant copy number variation (cnv) genes and molecular subtypes.

Summary

Testing the association between copy number variation of 25 peak regions and 8 molecular subtypes across 432 patients, 44 significant findings detected with Q value < 0.25.

- Del Peak 2(2p22.3) cnvs correlated to 'CN_CNMF', 'METHLYATION_CNMF', 'MRNASEQ_CNMF', 'MRNASEQ_CHIERARCHICAL', 'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

- Del Peak 3(2q35) cnvs correlated to 'CN_CNMF', 'METHLYATION_CNMF', 'MRNASEQ_CNMF', 'MRNASEQ_CHIERARCHICAL', 'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

- Del Peak 5(6q22.31) cnvs correlated to 'CN_CNMF'.

- Del Peak 6(6q27) cnvs correlated to 'CN_CNMF'.

- Del Peak 9(8p12) cnvs correlated to 'CN_CNMF'.

- Del Peak 10(8q24.22) cnvs correlated to 'CN_CNMF', 'MRNASEQ_CHIERARCHICAL', 'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

- Del Peak 11(9p21.3) cnvs correlated to 'CN_CNMF'.

- Del Peak 12(9q22.32) cnvs correlated to 'CN_CNMF'.

- Del Peak 14(10q23.31) cnvs correlated to 'CN_CNMF' and 'MRNASEQ_CHIERARCHICAL'.

- Del Peak 15(11p15.1) cnvs correlated to 'CN_CNMF'.

- Del Peak 16(13q12.3) cnvs correlated to 'METHLYATION_CNMF'.

- Del Peak 17(13q14.3) cnvs correlated to 'CN_CNMF'.

- Del Peak 22(18p11.21) cnvs correlated to 'CN_CNMF'.

- Del Peak 23(19p13.2) cnvs correlated to 'METHLYATION_CNMF', 'MRNASEQ_CHIERARCHICAL', 'MIRSEQ_CNMF', and 'MIRSEQ_CHIERARCHICAL'.

- Del Peak 26(21q21.1) cnvs correlated to 'CN_CNMF'.

- Del Peak 27(22q13.31) cnvs correlated to 'CN_CNMF', 'METHLYATION_CNMF', 'MRNASEQ_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

- Del Peak 28(22q13.2) cnvs correlated to 'CN_CNMF', 'METHLYATION_CNMF', 'MRNASEQ_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

- Del Peak 29(22q13.32) cnvs correlated to 'CN_CNMF', 'METHLYATION_CNMF', 'MRNASEQ_CNMF', and 'MRNASEQ_CHIERARCHICAL'.

Results
Overview of the results

Table 1. Get Full Table Overview of the association between significant copy number variation of 25 regions and 8 molecular subtypes. Shown in the table are P values (Q values). Thresholded by Q value < 0.25, 44 significant findings detected.

|  | Molecular subtypes | CN CNMF | METHLYATION CNMF | RPPA CNMF | RPPA CHIERARCHICAL | MRNASEQ CNMF | MRNASEQ CHIERARCHICAL | MIRSEQ CNMF | MIRSEQ CHIERARCHICAL
| nCNV (%) | nWild-Type | Fisher's exact 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 | Fisher's exact test
Del Peak 2(2p22 3) | 11 (3%) | 421 | 1.49e-09 (2.84e-07) | 0.000146 (0.0248) | 0.772 (1.00) | 0.0179 (1.00) | 1.83e-05 (0.00327) | 1.93e-05 (0.00341) | 1.02e-06 (0.000187) | 3.36e-07 (6.26e-05)
Del Peak 3(2q35) | 11 (3%) | 421 | 2.44e-11 (4.65e-09) | 3.97e-05 (0.00682) | 0.562 (1.00) | 0.00287 (0.418) | 1.83e-05 (0.00327) | 1.93e-05 (0.00341) | 1.02e-06 (0.000187) | 3.36e-07 (6.26e-05)
Del Peak 10(8q24 22) | 7 (2%) | 425 | 7.13e-05 (0.0122) | 0.00287 (0.418) | 0.837 (1.00) | 0.0549 (1.00) | 0.00213 (0.32) | 0.00122 (0.19) | 0.000168 (0.0282) | 8.4e-05 (0.0143)
Del Peak 23(19p13 2) | 7 (2%) | 425 | 0.0136 (1.00) | 0.000476 (0.0781) | 0.323 (1.00) | 0.129 (1.00) | 0.00213 (0.32) | 0.00122 (0.19) | 0.000592 (0.0935) | 0.000328 (0.0541)
Del Peak 27(22q13 31) | 74 (17%) | 358 | 4.33e-78 (8.49e-76) | 0.000546 (0.0885) | 0.205 (1.00) | 0.0795 (1.00) | 3.11e-07 (5.84e-05) | 2e-05 (0.00349) | 0.013 (1.00) | 0.013 (1.00)
Del Peak 28(22q13 2) | 74 (17%) | 358 | 4.33e-78 (8.49e-76) | 0.000546 (0.0885) | 0.205 (1.00) | 0.0795 (1.00) | 3.11e-07 (5.84e-05) | 2e-05 (0.00349) | 0.013 (1.00) | 0.013 (1.00)
Del Peak 29(22q13 32) | 75 (17%) | 357 | 3.04e-76 (5.9e-74) | 0.000294 (0.049) | 0.205 (1.00) | 0.0795 (1.00) | 1.64e-07 (3.11e-05) | 1.17e-05 (0.00213) | 0.00777 (1.00) | 0.00774 (1.00)
Del Peak 14(10q23 31) | 10 (2%) | 422 | 0.000525 (0.0856) | 0.0651 (1.00) | 0.0336 (1.00) | 0.0641 (1.00) | 0.00424 (0.603) | 0.00115 (0.181) | 0.0258 (1.00) | 0.0125 (1.00)
Del Peak 5(6q22 31) | 6 (1%) | 426 | 0.000556 (0.089) | 0.0112 (1.00) | 0.0379 (1.00) | 0.798 (1.00) | 0.0173 (1.00) | 0.00933 (1.00) | 0.0383 (1.00) | 0.0225 (1.00)
Del Peak 6(6q27) | 6 (1%) | 426 | 0.000556 (0.089) | 0.0112 (1.00) | 0.0379 (1.00) | 0.798 (1.00) | 0.0173 (1.00) | 0.00933 (1.00) | 0.0383 (1.00) | 0.0225 (1.00)
Del Peak 9(8p12) | 4 (1%) | 428 | 3.24e-05 (0.00561) | 0.0532 (1.00) |  |  | 0.0371 (1.00) | 0.0346 (1.00) | 0.00722 (0.989) | 0.00489 (0.68)
Del Peak 11(9p21 3) | 17 (4%) | 415 | 1.19e-12 (2.29e-10) | 0.103 (1.00) | 0.444 (1.00) | 0.177 (1.00) | 0.118 (1.00) | 0.514 (1.00) | 0.00249 (0.368) | 0.00282 (0.415)
Del Peak 12(9q22 32) | 22 (5%) | 410 | 1.28e-11 (2.45e-09) | 0.193 (1.00) | 0.182 (1.00) | 0.0136 (1.00) | 0.248 (1.00) | 0.773 (1.00) | 0.0311 (1.00) | 0.0624 (1.00)
Del Peak 15(11p15 1) | 5 (1%) | 427 | 2.27e-06 (0.000413) | 0.0689 (1.00) | 0.499 (1.00) | 1 (1.00) | 0.0495 (1.00) | 0.166 (1.00) | 0.0383 (1.00) | 0.0225 (1.00)
Del Peak 16(13q12 3) | 15 (3%) | 417 | 0.00461 (0.646) | 0.00163 (0.249) | 0.388 (1.00) | 0.44 (1.00) | 0.00963 (1.00) | 0.0448 (1.00) | 0.194 (1.00) | 0.113 (1.00)
Del Peak 17(13q14 3) | 18 (4%) | 414 | 0.00143 (0.219) | 0.0457 (1.00) | 0.0908 (1.00) | 1 (1.00) | 0.0103 (1.00) | 0.0249 (1.00) | 0.0819 (1.00) | 0.0646 (1.00)
Del Peak 22(18p11 21) | 4 (1%) | 428 | 0.000308 (0.0512) | 0.204 (1.00) | 1 (1.00) | 0.369 (1.00) | 0.242 (1.00) | 0.0893 (1.00) | 0.109 (1.00) | 0.0389 (1.00)
Del Peak 26(21q21 1) | 8 (2%) | 424 | 1.74e-05 (0.00313) | 0.205 (1.00) | 0.147 (1.00) | 0.206 (1.00) | 0.289 (1.00) | 0.459 (1.00) | 0.0851 (1.00) | 0.0843 (1.00)
Del Peak 8(7q34) | 4 (1%) | 428 | 0.653 (1.00) | 0.807 (1.00) |  |  | 0.747 (1.00) | 0.589 (1.00) | 0.687 (1.00) | 0.823 (1.00)
Del Peak 13(10q21 2) | 10 (2%) | 422 | 0.0054 (0.746) | 0.0837 (1.00) | 0.162 (1.00) | 1 (1.00) | 0.0513 (1.00) | 0.148 (1.00) | 0.372 (1.00) | 0.61 (1.00)
Del Peak 18(15q25 3) | 7 (2%) | 425 | 0.00165 (0.251) | 0.0462 (1.00) | 0.444 (1.00) | 0.0817 (1.00) | 0.0841 (1.00) | 0.0672 (1.00) | 0.00437 (0.617) | 0.00209 (0.316)
Del Peak 20(16q23 3) | 6 (1%) | 426 | 0.0575 (1.00) | 0.108 (1.00) | 0.444 (1.00) | 0.103 (1.00) | 0.127 (1.00) | 0.111 (1.00) | 0.251 (1.00) | 0.292 (1.00)
Del Peak 21(17p13 1) | 8 (2%) | 424 | 0.00405 (0.584) | 0.889 (1.00) | 1 (1.00) | 1 (1.00) | 0.71 (1.00) | 0.642 (1.00) | 0.0798 (1.00) | 0.307 (1.00)
Del Peak 30(Xq22 1) | 6 (1%) | 426 | 0.00993 (1.00) | 0.445 (1.00) | 0.0993 (1.00) | 0.12 (1.00) | 0.671 (1.00) | 0.861 (1.00) | 0.52 (1.00) | 0.386 (1.00)
Del Peak 31(Xq22 3) | 4 (1%) | 428 | 0.00413 (0.59) | 0.0532 (1.00) | 0.281 (1.00) | 0.369 (1.00) | 0.129 (1.00) | 0.4 (1.00) | 0.109 (1.00) | 0.0389 (1.00)

'Del Peak 2(2p22.3) mutation analysis' versus 'CN_CNMF'

P value = 1.49e-09 (Fisher's exact test), Q value = 2.8e-07

Table S1. Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 2(2P22.3) MUTATED | 9 | 1 | 1
DEL PEAK 2(2P22.3) WILD-TYPE | 25 | 331 | 65

Figure S1. Get High-res Image Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 2(2p22.3) mutation analysis' versus 'METHLYATION_CNMF'

P value = 0.000146 (Fisher's exact test), Q value = 0.025

Table S2. Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 2(2P22.3) MUTATED | 9 | 2 | 0
DEL PEAK 2(2P22.3) WILD-TYPE | 127 | 63 | 231

Figure S2. Get High-res Image Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 2(2p22.3) mutation analysis' versus 'MRNASEQ_CNMF'

P value = 1.83e-05 (Fisher's exact test), Q value = 0.0033

Table S3. Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3 | CLUS_4
--- | --- | --- | --- | ---
ALL | 130 | 50 | 89 | 138
DEL PEAK 2(2P22.3) MUTATED | 11 | 0 | 0 | 0
DEL PEAK 2(2P22.3) WILD-TYPE | 119 | 50 | 89 | 138

Figure S3. Get High-res Image Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

'Del Peak 2(2p22.3) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1.93e-05 (Fisher's exact test), Q value = 0.0034

Table S4. Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 2(2P22.3) MUTATED | 11 | 0 | 0
DEL PEAK 2(2P22.3) WILD-TYPE | 131 | 191 | 74

Figure S4. Get High-res Image Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 2(2p22.3) mutation analysis' versus 'MIRSEQ_CNMF'

P value = 1.02e-06 (Fisher's exact test), Q value = 0.00019

Table S5. Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 120 | 144 | 144
DEL PEAK 2(2P22.3) MUTATED | 11 | 0 | 0
DEL PEAK 2(2P22.3) WILD-TYPE | 109 | 144 | 144

Figure S5. Get High-res Image Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

'Del Peak 2(2p22.3) mutation analysis' versus 'MIRSEQ_CHIERARCHICAL'

P value = 3.36e-07 (Fisher's exact test), Q value = 6.3e-05

Table S6. Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 109 | 169 | 130
DEL PEAK 2(2P22.3) MUTATED | 11 | 0 | 0
DEL PEAK 2(2P22.3) WILD-TYPE | 98 | 169 | 130

Figure S6. Get High-res Image Gene #1: 'Del Peak 2(2p22.3) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

'Del Peak 3(2q35) mutation analysis' versus 'CN_CNMF'

P value = 2.44e-11 (Fisher's exact test), Q value = 4.7e-09

Table S7. Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 3(2Q35) MUTATED | 10 | 1 | 0
DEL PEAK 3(2Q35) WILD-TYPE | 24 | 331 | 66

Figure S7. Get High-res Image Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 3(2q35) mutation analysis' versus 'METHLYATION_CNMF'

P value = 3.97e-05 (Fisher's exact test), Q value = 0.0068

Table S8. Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 3(2Q35) MUTATED | 10 | 1 | 0
DEL PEAK 3(2Q35) WILD-TYPE | 126 | 64 | 231

Figure S8. Get High-res Image Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 3(2q35) mutation analysis' versus 'MRNASEQ_CNMF'

P value = 1.83e-05 (Fisher's exact test), Q value = 0.0033

Table S9. Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3 | CLUS_4
--- | --- | --- | --- | ---
ALL | 130 | 50 | 89 | 138
DEL PEAK 3(2Q35) MUTATED | 11 | 0 | 0 | 0
DEL PEAK 3(2Q35) WILD-TYPE | 119 | 50 | 89 | 138

Figure S9. Get High-res Image Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

'Del Peak 3(2q35) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1.93e-05 (Fisher's exact test), Q value = 0.0034

Table S10. Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 3(2Q35) MUTATED | 11 | 0 | 0
DEL PEAK 3(2Q35) WILD-TYPE | 131 | 191 | 74

Figure S10. Get High-res Image Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 3(2q35) mutation analysis' versus 'MIRSEQ_CNMF'

P value = 1.02e-06 (Fisher's exact test), Q value = 0.00019

Table S11. Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 120 | 144 | 144
DEL PEAK 3(2Q35) MUTATED | 11 | 0 | 0
DEL PEAK 3(2Q35) WILD-TYPE | 109 | 144 | 144

Figure S11. Get High-res Image Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

'Del Peak 3(2q35) mutation analysis' versus 'MIRSEQ_CHIERARCHICAL'

P value = 3.36e-07 (Fisher's exact test), Q value = 6.3e-05

Table S12. Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 109 | 169 | 130
DEL PEAK 3(2Q35) MUTATED | 11 | 0 | 0
DEL PEAK 3(2Q35) WILD-TYPE | 98 | 169 | 130

Figure S12. Get High-res Image Gene #2: 'Del Peak 3(2q35) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

'Del Peak 5(6q22.31) mutation analysis' versus 'CN_CNMF'

P value = 0.000556 (Fisher's exact test), Q value = 0.089

Table S13. Gene #3: 'Del Peak 5(6q22.31) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 5(6Q22.31) MUTATED | 4 | 2 | 0
DEL PEAK 5(6Q22.31) WILD-TYPE | 30 | 330 | 66

Figure S13. Get High-res Image Gene #3: 'Del Peak 5(6q22.31) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 6(6q27) mutation analysis' versus 'CN_CNMF'

P value = 0.000556 (Fisher's exact test), Q value = 0.089

Table S14. Gene #4: 'Del Peak 6(6q27) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 6(6Q27) MUTATED | 4 | 2 | 0
DEL PEAK 6(6Q27) WILD-TYPE | 30 | 330 | 66

Figure S14. Get High-res Image Gene #4: 'Del Peak 6(6q27) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 9(8p12) mutation analysis' versus 'CN_CNMF'

P value = 3.24e-05 (Fisher's exact test), Q value = 0.0056

Table S15. Gene #6: 'Del Peak 9(8p12) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 9(8P12) MUTATED | 4 | 0 | 0
DEL PEAK 9(8P12) WILD-TYPE | 30 | 332 | 66

Figure S15. Get High-res Image Gene #6: 'Del Peak 9(8p12) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 10(8q24.22) mutation analysis' versus 'CN_CNMF'

P value = 7.13e-05 (Fisher's exact test), Q value = 0.012

Table S16. Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 10(8Q24.22) MUTATED | 5 | 2 | 0
DEL PEAK 10(8Q24.22) WILD-TYPE | 29 | 330 | 66

Figure S16. Get High-res Image Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 10(8q24.22) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00122 (Fisher's exact test), Q value = 0.19

Table S17. Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 10(8Q24.22) MUTATED | 7 | 0 | 0
DEL PEAK 10(8Q24.22) WILD-TYPE | 135 | 191 | 74

Figure S17. Get High-res Image Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 10(8q24.22) mutation analysis' versus 'MIRSEQ_CNMF'

P value = 0.000168 (Fisher's exact test), Q value = 0.028

Table S18. Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 120 | 144 | 144
DEL PEAK 10(8Q24.22) MUTATED | 7 | 0 | 0
DEL PEAK 10(8Q24.22) WILD-TYPE | 113 | 144 | 144

Figure S18. Get High-res Image Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

'Del Peak 10(8q24.22) mutation analysis' versus 'MIRSEQ_CHIERARCHICAL'

P value = 8.4e-05 (Fisher's exact test), Q value = 0.014

Table S19. Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 109 | 169 | 130
DEL PEAK 10(8Q24.22) MUTATED | 7 | 0 | 0
DEL PEAK 10(8Q24.22) WILD-TYPE | 102 | 169 | 130

Figure S19. Get High-res Image Gene #7: 'Del Peak 10(8q24.22) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

'Del Peak 11(9p21.3) mutation analysis' versus 'CN_CNMF'

P value = 1.19e-12 (Fisher's exact test), Q value = 2.3e-10

Table S20. Gene #8: 'Del Peak 11(9p21.3) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 11(9P21.3) MUTATED | 13 | 3 | 1
DEL PEAK 11(9P21.3) WILD-TYPE | 21 | 329 | 65

Figure S20. Get High-res Image Gene #8: 'Del Peak 11(9p21.3) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 12(9q22.32) mutation analysis' versus 'CN_CNMF'

P value = 1.28e-11 (Fisher's exact test), Q value = 2.5e-09

Table S21. Gene #9: 'Del Peak 12(9q22.32) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 12(9Q22.32) MUTATED | 14 | 7 | 1
DEL PEAK 12(9Q22.32) WILD-TYPE | 20 | 325 | 65

Figure S21. Get High-res Image Gene #9: 'Del Peak 12(9q22.32) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 14(10q23.31) mutation analysis' versus 'CN_CNMF'

P value = 0.000525 (Fisher's exact test), Q value = 0.086

Table S22. Gene #11: 'Del Peak 14(10q23.31) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 14(10Q23.31) MUTATED | 5 | 5 | 0
DEL PEAK 14(10Q23.31) WILD-TYPE | 29 | 327 | 66

Figure S22. Get High-res Image Gene #11: 'Del Peak 14(10q23.31) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 14(10q23.31) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00115 (Fisher's exact test), Q value = 0.18

Table S23. Gene #11: 'Del Peak 14(10q23.31) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 14(10Q23.31) MUTATED | 8 | 0 | 2
DEL PEAK 14(10Q23.31) WILD-TYPE | 134 | 191 | 72

Figure S23. Get High-res Image Gene #11: 'Del Peak 14(10q23.31) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 15(11p15.1) mutation analysis' versus 'CN_CNMF'

P value = 2.27e-06 (Fisher's exact test), Q value = 0.00041

Table S24. Gene #12: 'Del Peak 15(11p15.1) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 15(11P15.1) MUTATED | 5 | 0 | 0
DEL PEAK 15(11P15.1) WILD-TYPE | 29 | 332 | 66

Figure S24. Get High-res Image Gene #12: 'Del Peak 15(11p15.1) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 16(13q12.3) mutation analysis' versus 'METHLYATION_CNMF'

P value = 0.00163 (Fisher's exact test), Q value = 0.25

Table S25. Gene #13: 'Del Peak 16(13q12.3) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 16(13Q12.3) MUTATED | 10 | 3 | 2
DEL PEAK 16(13Q12.3) WILD-TYPE | 126 | 62 | 229

Figure S25. Get High-res Image Gene #13: 'Del Peak 16(13q12.3) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 17(13q14.3) mutation analysis' versus 'CN_CNMF'

P value = 0.00143 (Fisher's exact test), Q value = 0.22

Table S26. Gene #14: 'Del Peak 17(13q14.3) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 17(13Q14.3) MUTATED | 6 | 9 | 3
DEL PEAK 17(13Q14.3) WILD-TYPE | 28 | 323 | 63

Figure S26. Get High-res Image Gene #14: 'Del Peak 17(13q14.3) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 22(18p11.21) mutation analysis' versus 'CN_CNMF'

P value = 0.000308 (Fisher's exact test), Q value = 0.051

Table S27. Gene #18: 'Del Peak 22(18p11.21) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 22(18P11.21) MUTATED | 3 | 0 | 1
DEL PEAK 22(18P11.21) WILD-TYPE | 31 | 332 | 65

Figure S27. Get High-res Image Gene #18: 'Del Peak 22(18p11.21) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 23(19p13.2) mutation analysis' versus 'METHLYATION_CNMF'

P value = 0.000476 (Fisher's exact test), Q value = 0.078

Table S28. Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 23(19P13.2) MUTATED | 7 | 0 | 0
DEL PEAK 23(19P13.2) WILD-TYPE | 129 | 65 | 231

Figure S28. Get High-res Image Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 23(19p13.2) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 0.00122 (Fisher's exact test), Q value = 0.19

Table S29. Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 23(19P13.2) MUTATED | 7 | 0 | 0
DEL PEAK 23(19P13.2) WILD-TYPE | 135 | 191 | 74

Figure S29. Get High-res Image Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 23(19p13.2) mutation analysis' versus 'MIRSEQ_CNMF'

P value = 0.000592 (Fisher's exact test), Q value = 0.093

Table S30. Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 120 | 144 | 144
DEL PEAK 23(19P13.2) MUTATED | 6 | 0 | 0
DEL PEAK 23(19P13.2) WILD-TYPE | 114 | 144 | 144

Figure S30. Get High-res Image Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #7: 'MIRSEQ_CNMF'

'Del Peak 23(19p13.2) mutation analysis' versus 'MIRSEQ_CHIERARCHICAL'

P value = 0.000328 (Fisher's exact test), Q value = 0.054

Table S31. Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 109 | 169 | 130
DEL PEAK 23(19P13.2) MUTATED | 6 | 0 | 0
DEL PEAK 23(19P13.2) WILD-TYPE | 103 | 169 | 130

Figure S31. Get High-res Image Gene #19: 'Del Peak 23(19p13.2) mutation analysis' versus Clinical Feature #8: 'MIRSEQ_CHIERARCHICAL'

'Del Peak 26(21q21.1) mutation analysis' versus 'CN_CNMF'

P value = 1.74e-05 (Fisher's exact test), Q value = 0.0031

Table S32. Gene #20: 'Del Peak 26(21q21.1) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 26(21Q21.1) MUTATED | 5 | 1 | 2
DEL PEAK 26(21Q21.1) WILD-TYPE | 29 | 331 | 64

Figure S32. Get High-res Image Gene #20: 'Del Peak 26(21q21.1) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 27(22q13.31) mutation analysis' versus 'CN_CNMF'

P value = 4.33e-78 (Fisher's exact test), Q value = 8.5e-76

Table S33. Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 27(22Q13.31) MUTATED | 8 | 0 | 66
DEL PEAK 27(22Q13.31) WILD-TYPE | 26 | 332 | 0

Figure S33. Get High-res Image Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 27(22q13.31) mutation analysis' versus 'METHLYATION_CNMF'

P value = 0.000546 (Fisher's exact test), Q value = 0.089

Table S34. Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 27(22Q13.31) MUTATED | 37 | 5 | 32
DEL PEAK 27(22Q13.31) WILD-TYPE | 99 | 60 | 199

Figure S34. Get High-res Image Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 27(22q13.31) mutation analysis' versus 'MRNASEQ_CNMF'

P value = 3.11e-07 (Fisher's exact test), Q value = 5.8e-05

Table S35. Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3 | CLUS_4
--- | --- | --- | --- | ---
ALL | 130 | 50 | 89 | 138
DEL PEAK 27(22Q13.31) MUTATED | 36 | 4 | 21 | 7
DEL PEAK 27(22Q13.31) WILD-TYPE | 94 | 46 | 68 | 131

Figure S35. Get High-res Image Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

'Del Peak 27(22q13.31) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 2e-05 (Fisher's exact test), Q value = 0.0035

Table S36. Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 27(22Q13.31) MUTATED | 36 | 15 | 17
DEL PEAK 27(22Q13.31) WILD-TYPE | 106 | 176 | 57

Figure S36. Get High-res Image Gene #21: 'Del Peak 27(22q13.31) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 28(22q13.2) mutation analysis' versus 'CN_CNMF'

P value = 4.33e-78 (Fisher's exact test), Q value = 8.5e-76

Table S37. Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 28(22Q13.2) MUTATED | 8 | 0 | 66
DEL PEAK 28(22Q13.2) WILD-TYPE | 26 | 332 | 0

Figure S37. Get High-res Image Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 28(22q13.2) mutation analysis' versus 'METHLYATION_CNMF'

P value = 0.000546 (Fisher's exact test), Q value = 0.089

Table S38. Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 28(22Q13.2) MUTATED | 37 | 5 | 32
DEL PEAK 28(22Q13.2) WILD-TYPE | 99 | 60 | 199

Figure S38. Get High-res Image Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 28(22q13.2) mutation analysis' versus 'MRNASEQ_CNMF'

P value = 3.11e-07 (Fisher's exact test), Q value = 5.8e-05

Table S39. Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3 | CLUS_4
--- | --- | --- | --- | ---
ALL | 130 | 50 | 89 | 138
DEL PEAK 28(22Q13.2) MUTATED | 36 | 4 | 21 | 7
DEL PEAK 28(22Q13.2) WILD-TYPE | 94 | 46 | 68 | 131

Figure S39. Get High-res Image Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

'Del Peak 28(22q13.2) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 2e-05 (Fisher's exact test), Q value = 0.0035

Table S40. Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 28(22Q13.2) MUTATED | 36 | 15 | 17
DEL PEAK 28(22Q13.2) WILD-TYPE | 106 | 176 | 57

Figure S40. Get High-res Image Gene #22: 'Del Peak 28(22q13.2) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

'Del Peak 29(22q13.32) mutation analysis' versus 'CN_CNMF'

P value = 3.04e-76 (Fisher's exact test), Q value = 5.9e-74

Table S41. Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 34 | 332 | 66
DEL PEAK 29(22Q13.32) MUTATED | 8 | 1 | 66
DEL PEAK 29(22Q13.32) WILD-TYPE | 26 | 331 | 0

Figure S41. Get High-res Image Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #1: 'CN_CNMF'

'Del Peak 29(22q13.32) mutation analysis' versus 'METHLYATION_CNMF'

P value = 0.000294 (Fisher's exact test), Q value = 0.049

Table S42. Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 136 | 65 | 231
DEL PEAK 29(22Q13.32) MUTATED | 38 | 5 | 32
DEL PEAK 29(22Q13.32) WILD-TYPE | 98 | 60 | 199

Figure S42. Get High-res Image Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #2: 'METHLYATION_CNMF'

'Del Peak 29(22q13.32) mutation analysis' versus 'MRNASEQ_CNMF'

P value = 1.64e-07 (Fisher's exact test), Q value = 3.1e-05

Table S43. Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

nPatients | CLUS_1 | CLUS_2 | CLUS_3 | CLUS_4
--- | --- | --- | --- | ---
ALL | 130 | 50 | 89 | 138
DEL PEAK 29(22Q13.32) MUTATED | 37 | 4 | 21 | 7
DEL PEAK 29(22Q13.32) WILD-TYPE | 93 | 46 | 68 | 131

Figure S43. Get High-res Image Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #5: 'MRNASEQ_CNMF'

'Del Peak 29(22q13.32) mutation analysis' versus 'MRNASEQ_CHIERARCHICAL'

P value = 1.17e-05 (Fisher's exact test), Q value = 0.0021

Table S44. Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

nPatients | CLUS_1 | CLUS_2 | CLUS_3
--- | --- | --- | ---
ALL | 142 | 191 | 74
DEL PEAK 29(22Q13.32) MUTATED | 37 | 15 | 17
DEL PEAK 29(22Q13.32) WILD-TYPE | 105 | 176 | 57

Figure S44. Get High-res Image Gene #23: 'Del Peak 29(22q13.32) mutation analysis' versus Clinical Feature #6: 'MRNASEQ_CHIERARCHICAL'

Methods & Data
Input

- Copy number data file = All Lesions File (all_lesions.conf_##.txt, where ## is the confidence level). The all lesions file is from GISTIC pipeline and summarizes the results from the GISTIC run. It contains data about the significant regions of amplification and deletion as well as which samples are amplified or deleted in each of these regions. The identified regions are listed down the first column, and the samples are listed across the first row, starting in column 10.

- Molecular subtype file = THCA-TP.transferedmergedcluster.txt

- Number of patients = 432

- Number of copy number variation regions = 25

- Number of molecular subtypes = 8

- Exclude regions that fewer than K tumors have alterations, K = 3

Fisher's exact test

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

Q value calculation

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.

Download Results

This is an experimental feature. The full results of the analysis summarized in this report can be downloaded from the TCGA Data Coordination Center.

- Analysis Results (MD5 checksum)

- Auxiliary Data (MD5 checksum)

- MAGE-TAB File (MD5 checksum)

References
[1] Fisher, R.A., On the interpretation of chi-square from contingency tables, and the calculation of P, Journal of the Royal Statistical Society 85(1):87-94 (1922)
[2] Benjamini and Hochberg, Controlling the false discovery rate: a practical and powerful approach to multiple testing, Journal of the Royal Statistical Society Series B 59:289-300 (1995)
[3] GISTIC_version2
Copyright © 2013 Broad Institute TCGA GDAC as part of the TCGA Research Network. All rights reserved.
Made with Nozzle