Expression of GAPDH in head and neck cancer

HEAD AND NECK SQUAMOUS CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

GAPDH is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6617.99

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average pTPM

5771.8

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	47866.9
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	35208.3
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	26360.3
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	14844.9
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	14308.5
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	14093.0
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	13596.7
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	12855.7
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	12723.8
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	12392.4
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	12278.4
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	12156.6
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	12059.4
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	12044.0
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	11837.6
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	11759.6
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	11679.0
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	11187.0
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	11055.5
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	11019.8
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	10961.0
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	10900.5
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	10760.3
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	10477.6
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	10477.0
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	10186.0
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	10183.5
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	10070.0
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	9948.4
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	9948.3
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	9885.3
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	9832.6
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	9799.7
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	9639.7
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	9570.6
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	9496.5
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	9409.1
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	9392.8
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	9392.5
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	9348.5
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	9253.8
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	9226.2
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	9119.5
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	9101.8
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	8981.5
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	8968.2
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	8926.6
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	8825.0
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	8749.6
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	8731.0
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	8625.4
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	8620.8
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	8576.9
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	8571.7
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	8561.3
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	8416.5
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	8414.2
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	8365.8
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	8306.3
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	8286.0
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	8281.7
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	8238.4
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	8235.3
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	8233.4
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	8233.2
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	8209.9
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	8207.3
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	8179.2
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	8137.8
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	8137.6
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	8131.9
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	8066.1
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	8004.1
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	8003.0
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	7977.7
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	7959.2
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	7929.9
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	7920.1
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	7909.3
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	7832.8
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	7824.9
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	7783.1
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	7777.2
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	7775.0
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	7773.2
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	7725.2
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	7683.3
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	7677.7
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	7643.2
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	7612.7
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	7533.1
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	7508.4
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	7500.9
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	7472.3
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	7443.5
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	7443.1
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	7379.2
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	7355.5
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	7319.8
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	7260.4
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	7213.9
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	7191.0
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	7191.0
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	7161.8
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	7153.6
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	7148.7
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	7146.7
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	7137.8
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	7116.9
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	7105.5
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	7087.9
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	7026.1
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	7013.3
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	6945.9
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	6922.2
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	6841.8
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	6827.7
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	6803.2
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	6761.1
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	6756.5
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	6746.2
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	6740.2
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	6728.0
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	6711.7
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	6708.7
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	6699.1
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	6674.8
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	6636.8
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	6626.1
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	6622.4
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	6613.6
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	6565.0
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	6558.0
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	6544.0
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	6540.7
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	6527.4
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	6514.1
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	6477.0
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	6452.2
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	6447.7
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	6434.6
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	6403.3
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	6400.0
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	6390.4
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	6387.5
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	6361.4
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	6328.9
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	6321.0
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	6305.0
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	6296.4
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	6275.0
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	6272.0
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	6261.4
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	6256.0
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	6241.7
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	6231.3
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	6226.7
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	6203.3
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	6186.4
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	6163.2
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	6162.8
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	6154.6
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	6147.7
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	6143.7
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	6137.5
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	6105.3
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	6096.9
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	6085.2
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	6080.2
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	6067.0
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	6061.9
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	6029.4
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	6007.6
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	6004.0
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	5974.6
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	5964.9
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	5953.3
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	5916.3
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	5904.5
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	5900.9
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	5866.8
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	5845.6
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	5824.7
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	5808.5
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	5774.5
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	5765.1
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	5755.5
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	5745.2
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	5741.8
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	5734.3
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	5714.4
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	5710.0
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	5707.4
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	5705.3
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	5701.8
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	5698.4
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	5685.0
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	5680.5
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	5676.4
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	5673.9
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	5610.5
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	5593.6
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	5571.6
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	5570.8
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	5563.6
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	5551.2
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	5545.0
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	5539.8
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	5510.7
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	5479.0
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	5473.4
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	5460.9
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	5447.7
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	5422.4
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	5422.3
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	5415.3
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	5415.2
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	5404.2
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	5401.8
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	5393.6
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	5392.1
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	5369.0
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	5365.5
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	5357.9
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	5329.5
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	5326.4
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	5319.1
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	5317.9
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	5317.8
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	5303.7
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	5297.2
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	5286.6
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	5271.4
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	5264.7
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	5246.8
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	5239.9
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	5204.0
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	5187.5
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	5187.2
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	5180.6
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	5174.7
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	5155.0
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	5152.0
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	5151.0
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	5145.3
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	5127.4
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	5122.0
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	5104.4
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	5081.7
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	5068.1
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	5057.0
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	5050.3
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	5041.0
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	5036.7
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	5032.7
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	5023.9
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	4993.9
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	4978.8
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	4953.3
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	4951.9
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	4932.9
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	4912.3
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	4909.9
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	4900.6
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	4899.6
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	4881.8
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	4870.1
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	4866.3
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	4865.3
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	4863.2
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	4859.0
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	4842.3
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	4837.7
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	4817.2
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	4794.9
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	4789.4
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	4780.4
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	4779.7
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	4773.3
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	4764.7
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	4750.1
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	4743.6
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	4741.5
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	4736.5
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	4716.1
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	4711.4
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	4704.2
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	4699.4
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	4688.1
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	4682.2
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	4676.5
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	4671.4
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	4669.8
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	4656.9
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	4643.5
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	4623.7
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	4619.4
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	4612.5
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	4608.0
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	4585.4
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	4555.5
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	4543.3
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	4526.1
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	4521.9
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	4515.6
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	4514.9
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	4508.8
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	4506.9
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	4501.7
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	4489.9
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	4483.5
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	4480.1
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	4466.5
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	4463.1
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	4458.3
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	4454.7
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	4437.8
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	4432.7
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	4430.6
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	4419.7
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	4417.8
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	4411.7
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	4411.6
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	4392.8
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	4385.5
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	4382.3
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	4375.2
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	4368.0
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	4354.5
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	4348.3
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	4347.1
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	4330.6
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	4325.3
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	4307.5
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	4306.7
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	4302.4
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	4272.5
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	4259.3
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	4244.8
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	4241.0
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	4232.5
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	4231.9
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	4231.5
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	4221.8
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	4210.6
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	4203.1
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	4198.6
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	4188.9
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	4188.4
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	4186.2
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	4150.8
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	4145.7
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	4145.4
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	4143.3
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	4142.3
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	4134.5
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	4118.8
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	4094.8
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	4079.8
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	4042.0
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	4036.3
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	4006.2
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	3991.7
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	3984.5
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	3980.2
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	3973.0
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	3945.9
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	3943.5
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	3928.9
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	3926.6
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	3908.9
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	3905.6
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	3898.4
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	3897.4
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	3867.8
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	3864.5
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	3816.9
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	3816.6
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	3811.9
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	3811.7
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	3810.8
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	3807.6
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	3793.6
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	3792.2
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3763.0
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	3756.6
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	3733.6
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	3727.5
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	3721.0
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	3706.9
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	3696.4
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	3682.2
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	3682.0
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	3673.7
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	3669.0
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	3668.3
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	3667.2
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	3664.6
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	3660.9
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	3659.9
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	3658.8
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	3650.7
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	3645.3
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	3644.7
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	3636.8
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	3632.8
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	3600.0
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	3569.6
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	3568.3
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	3563.7
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	3552.0
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	3541.8
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	3536.9
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	3536.8
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	3535.0
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	3504.3
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	3500.4
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	3475.5
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	3460.1
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	3453.9
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	3428.8
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	3416.6
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	3411.4
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	3402.8
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	3401.6
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	3366.1
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	3363.3
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	3353.6
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	3325.9
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	3317.3
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	3316.0
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	3309.2
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	3303.0
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	3286.0
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	3226.6
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	3221.4
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	3214.4
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	3214.1
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	3187.7
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	3181.8
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	3178.9
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	3175.9
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	3166.3
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	3160.2
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	3155.3
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	3150.2
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	3145.3
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	3111.0
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	3103.3
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	3076.0
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	3073.7
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	3050.4
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	3047.6
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	3046.8
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	3009.2
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	2975.7
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	2970.9
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	2964.3
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	2914.8
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	2913.9
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	2906.1
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	2879.7
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	2868.5
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	2855.4
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	2779.7
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	2764.9
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	2741.2
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	2732.6
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	2699.5
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	2680.9
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	2644.2
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	2598.5
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	2595.5
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	2575.4
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	2570.2
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	2547.0
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	2525.9
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	2522.0
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	2510.1
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	2428.5
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	2404.4
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	2371.6
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	2224.1
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	2216.9
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	2188.9
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	2130.9
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	2062.0
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	2010.5
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	1945.2
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	1897.4
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	1408.7
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	1402.0
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0094350004	Tumor	1.0
CPT0195700003	Normal	1.0
CPT0195880003	Normal	0.8
CPT0245140003	Normal	0.8
CPT0013030003	Normal	0.7
CPT0169920003	Normal	0.6
CPT0199830003	Normal	0.6
CPT0242000004	Normal	0.6
CPT0199890003	Normal	0.6
CPT0245190003	Normal	0.6
CPT0196060003	Normal	0.6
CPT0223460003	Normal	0.6
CPT0235920003	Normal	0.6
CPT0163490003	Normal	0.5
CPT0177220003	Normal	0.5
CPT0220620003	Normal	0.4
C3N-01758-04	Normal	0.4
CPT0190850003	Tumor	0.4
CPT0094490004	Tumor	0.4
CPT0123280003	Normal	0.4
CPT0008520008	Tumor	0.3
CPT0163160003	Tumor	0.3
CPT0199880003	Tumor	0.3
CPT0196040003	Tumor	0.3
CPT0245060004	Tumor	0.3
CPT0127050003	Tumor	0.3
CPT0226450003	Normal	0.3
CPT0226400003	Normal	0.2
CPT0123180003	Tumor	0.2
CPT0245020003	Normal	0.2
CPT0013250003	Normal	0.2
CPT0163020003	Normal	0.2
CPT0011130005	Tumor	0.2
CPT0226030003	Tumor	0.2
C3N-04279-05	Normal	0.2
CPT0226340003	Tumor	0.2
CPT0177390003	Tumor	0.2
CPT0236850004	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0226090003	Normal	0.1
CPT0245450003	Tumor	0.1
CPT0095040003	Tumor	0.1
CPT0123190003	Normal	0.1
CPT0245600003	Tumor	0.1
CPT0013430003	Tumor	0.1
CPT0008630003	Tumor	0.1
CPT0245730003	Tumor	0.1
CPT0199700003	Tumor	0.1
CPT0163410003	Tumor	0.1
CPT0024810003	Tumor	0.1
CPT0194250003	Tumor	0.1
CPT0013460003	Normal	0.1
CPT0163480003	Tumor	0.1
CPT0199710003	Normal	0.1
CPT0237150003	Normal	0.1
CPT0246590003	Tumor	0.0
CPT0013210004	Tumor	0.0
CPT0278700002	Normal	0.0
CPT0094560004	Tumor	0.0
CPT0169640003	Tumor	0.0
CPT0226390003	Tumor	0.0
C3N-01859-04	Normal	0.0
CPT0256560003	Tumor	0.0
CPT0162890003	Tumor	0.0
CPT0236870003	Normal	0.0
CPT0236620003	Tumor	0.0
CPT0235460003	Tumor	0.0
CPT0241980004	Tumor	0.0
CPT0013000004	Tumor	0.0
CPT0223450003	Tumor	0.0
CPT0246670003	Tumor	0.0
CPT0281470002	Normal	0.0
CPT0245410003	Normal	0.0
CPT0237480004	Tumor	0.0
CPT0235470002	Normal	0.0
CPT0245550003	Tumor	0.0
CPT0195680003	Tumor	-0.1
CPT0169730003	Tumor	-0.1
CPT0011320003	Normal	-0.1
CPT0245300003	Tumor	-0.1
CPT0162940003	Tumor	-0.1
CPT0088410003	Tumor	-0.1
CPT0008960003	Normal	-0.1
CPT0190860003	Normal	-0.1
CPT0244890004	Tumor	-0.1
CPT0246540003	Tumor	-0.1
CPT0245010003	Tumor	-0.1
C3N-04276-06	Normal	-0.1
CPT0245630003	Tumor	-0.1
CPT0236640003	Normal	-0.1
CPT0094280004	Tumor	-0.1
CPT0177200003	Tumor	-0.1
CPT0169890003	Tumor	-0.1
CPT0169740004	Normal	-0.1
CPT0226130003	Tumor	-0.1
CPT0199820003	Tumor	-0.1
CPT0163170003	Normal	-0.1
CPT0196210003	Tumor	-0.1
CPT0194790003	Tumor	-0.1
CPT0248330003	Tumor	-0.1
CPT0248350003	Normal	-0.1
CPT0177010003	Tumor	-0.1
C3N-00857-05	Normal	-0.1
CPT0163430003	Normal	-0.1
CPT0163340003	Tumor	-0.1
CPT0245500003	Tumor	-0.1
CPT0008930003	Tumor	-0.1
CPT0226440003	Tumor	-0.1
CPT0226270003	Normal	-0.2
CPT0245460003	Normal	-0.2
CPT0163650003	Tumor	-0.2
CPT0088010003	Normal	-0.2
CPT0248520003	Tumor	-0.2
CPT0194260003	Normal	-0.2
CPT0163740003	Tumor	-0.2
CPT0237130004	Tumor	-0.2
CPT0229220002	Normal	-0.2
CPT0013130003	Tumor	-0.2
CPT0163610003	Normal	-0.2
CPT0226250004	Tumor	-0.2
CPT0088080003	Normal	-0.2
CPT0088060004	Tumor	-0.2
CPT0246620003	Tumor	-0.2
C3N-04275-05	Normal	-0.2
CPT0237500003	Normal	-0.2
C3N-00295-05	Normal	-0.2
CPT0177710003	Tumor	-0.2
CPT0245130003	Tumor	-0.2
CPT0226350003	Normal	-0.2
CPT0163250003	Normal	-0.2
CPT0084650004	Normal	-0.2
CPT0163720003	Normal	-0.2
CPT0244940004	Tumor	-0.2
CPT0207870004	Tumor	-0.2
CPT0163600003	Tumor	-0.2
CPT0123260003	Tumor	-0.2
CPT0201860004	Normal	-0.2
C3N-02693-06	Normal	-0.2
CPT0162990004	Tumor	-0.2
CPT0245230004	Tumor	-0.2
CPT0163530003	Tumor	-0.2
CPT0163240003	Tumor	-0.2
CPT0195860003	Tumor	-0.2
CPT0261520003	Tumor	-0.2
CPT0184530003	Tumor	-0.3
CPT0237640003	Normal	-0.3
CPT0176770003	Tumor	-0.3
CPT0011290003	Tumor	-0.3
CPT0220610003	Tumor	-0.3
CPT0245180003	Tumor	-0.3
CPT0245400003	Tumor	-0.3
CPT0194960003	Tumor	-0.3
CPT0094580003	Normal	-0.3
CPT0194800003	Normal	-0.3
CPT0163790003	Tumor	-0.3
CPT0094420004	Tumor	-0.3
CPT0223970003	Tumor	-0.3
CPT0222200003	Normal	-0.3
CPT0084630009	Tumor	-0.3
CPT0237620004	Tumor	-0.3
C3N-01620-05	Normal	-0.3
CPT0163840003	Tumor	-0.3
CPT0163910003	Tumor	-0.3
CPT0163800003	Normal	-0.3
CPT0087820003	Tumor	-0.3
CPT0222360003	Tumor	-0.3
CPT0235910003	Tumor	-0.4
CPT0088430003	Normal	-0.4
CPT0245350003	Tumor	-0.4
CPT0243140004	Normal	-0.4
CPT0245560003	Normal	-0.4
CPT0163090003	Tumor	-0.4
CPT0087990003	Tumor	-0.5
CPT0250310003	Tumor	-0.5
CPT0222180003	Tumor	-0.5
CPT0201830004	Tumor	-0.5
CPT0163860003	Normal	-0.5
CPT0243090003	Tumor	-0.5
CPT0245680003	Tumor	-0.7
CPT0229230003	Normal	N/A
CPT0169750003	Normal	N/A
CPT0229210003	Tumor	N/A
CPT0229190003	Tumor	N/A
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HEAD AND NECK CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	HPA040067	HPA061280	CAB005197	CAB016392	CAB079968
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Squamous cell carcinoma, NOS
Adenocarcinoma, NOS Adenocarcinoma, metastatic, NOS
Adenocarcinoma, NOS
Carcinoma, NOS
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS