Expression of RPL27A 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

RPL27A is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2034.23

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

2974.4

Number of samples

492

Samples

Sample	Description	pTPM
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	11173.5
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	9108.5
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	8413.1
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	7944.5
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	7647.5
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	7470.6
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	7213.9
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	7203.2
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	7081.1
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	7040.6
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	6973.2
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	6933.2
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	6686.1
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	6279.9
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	6206.3
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	5933.0
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	5830.4
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	5826.6
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	5811.3
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	5739.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	5638.7
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	5565.8
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	5524.4
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	5478.6
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	5429.1
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	5422.9
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	5230.2
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	5201.9
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	5175.4
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	5053.0
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	5046.3
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	5016.5
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	4944.0
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	4874.5
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	4856.8
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	4836.0
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	4814.5
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	4810.9
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	4804.2
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	4759.6
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	4725.8
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	4718.9
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	4703.0
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	4683.3
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	4656.5
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	4644.5
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	4636.7
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	4617.5
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	4586.1
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	4526.5
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	4512.9
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	4479.6
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	4411.7
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	4384.0
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	4377.1
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	4375.5
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	4361.5
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	4346.4
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	4346.2
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	4336.9
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	4245.4
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	4227.0
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	4209.1
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	4195.5
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	4191.6
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	4181.7
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	4181.0
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	4175.7
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	4160.9
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	4104.6
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	4086.2
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	4070.2
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	4056.1
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	4013.2
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	4011.1
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	4008.2
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	4004.2
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	3998.5
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	3992.1
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	3971.6
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	3971.0
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	3966.3
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	3927.7
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	3884.0
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	3865.6
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	3862.1
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	3847.8
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	3831.2
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	3826.7
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	3809.1
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	3739.8
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	3732.8
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	3721.4
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	3709.6
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	3696.4
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	3696.3
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	3677.4
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	3672.0
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	3666.0
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	3652.5
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	3647.4
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	3641.2
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	3636.5
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	3599.3
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	3594.3
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	3584.6
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	3576.2
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	3564.7
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	3561.6
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	3561.4
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	3557.2
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	3542.9
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	3541.8
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	3540.3
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	3504.9
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	3501.2
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	3489.0
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	3480.1
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	3477.5
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	3448.2
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	3445.5
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	3436.1
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	3435.6
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	3421.0
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	3418.7
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	3409.0
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	3399.2
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	3390.6
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	3388.3
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	3387.8
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	3381.6
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	3381.5
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	3372.1
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	3372.1
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	3370.6
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	3365.2
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	3364.1
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	3354.8
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	3349.2
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	3337.3
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	3322.0
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	3312.6
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	3303.2
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	3303.2
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	3298.3
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	3298.1
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	3288.9
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	3276.7
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	3271.6
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	3264.6
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	3256.3
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	3250.7
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	3247.1
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	3242.4
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	3235.9
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	3230.7
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	3227.5
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	3225.0
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	3220.0
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	3198.1
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	3189.0
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	3183.0
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	3182.9
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	3181.9
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	3176.2
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	3174.3
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	3171.2
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	3169.4
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	3162.6
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	3157.5
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	3142.6
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	3142.2
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	3142.1
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	3135.5
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	3135.1
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	3134.1
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	3133.0
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	3129.9
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	3110.5
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	3098.7
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	3076.3
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	3070.2
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	3053.4
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	3046.2
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	3046.0
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	3039.7
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	3006.9
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	2983.6
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	2979.9
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	2979.7
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	2953.9
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	2949.5
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	2949.0
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	2943.9
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	2941.9
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	2938.2
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	2938.0
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	2922.1
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	2919.6
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	2909.0
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	2895.8
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	2887.5
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	2886.1
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	2883.7
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	2878.6
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	2877.1
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	2871.8
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	2866.9
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	2860.2
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	2859.6
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	2859.0
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	2853.3
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	2852.5
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	2851.6
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	2851.3
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	2847.7
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	2847.3
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	2847.3
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	2845.5
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	2837.5
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	2834.0
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	2822.1
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	2820.2
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	2808.0
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	2805.4
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	2794.0
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	2789.4
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	2786.7
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	2785.8
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	2782.7
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	2781.2
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2780.5
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	2780.4
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	2774.1
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	2761.1
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	2757.8
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	2755.4
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	2753.2
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	2745.9
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	2743.8
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	2737.2
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	2732.4
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	2731.6
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	2728.2
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	2723.1
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	2709.0
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	2704.6
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	2704.0
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	2693.5
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	2693.2
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	2686.9
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	2683.3
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	2673.1
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	2668.3
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	2663.1
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	2660.7
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	2659.0
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	2658.1
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	2651.7
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	2649.6
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	2646.1
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	2644.5
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	2642.2
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	2627.0
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	2625.6
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	2622.0
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	2620.1
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	2619.6
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	2616.5
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	2615.6
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	2609.8
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	2603.8
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	2596.6
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	2593.3
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	2590.4
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	2573.6
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	2571.2
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	2570.5
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	2565.1
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	2565.0
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	2564.0
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	2557.5
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	2557.0
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	2547.9
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	2547.8
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	2544.3
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	2542.5
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	2542.0
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	2540.0
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	2539.7
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	2534.6
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	2530.9
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	2528.7
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	2520.4
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	2519.7
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	2517.0
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	2506.6
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	2495.3
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	2489.7
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	2482.4
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	2481.8
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	2475.8
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	2473.4
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	2453.8
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	2442.8
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	2442.6
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	2438.7
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	2438.2
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	2434.6
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	2420.3
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	2395.9
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	2389.9
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	2385.4
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	2379.5
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	2376.7
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	2376.3
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	2371.6
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	2366.3
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	2360.9
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	2348.7
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	2344.9
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	2340.0
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	2327.1
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	2318.9
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	2317.4
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	2317.1
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	2314.8
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	2310.8
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	2309.9
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	2304.7
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	2293.6
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	2282.6
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	2280.0
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	2274.7
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	2271.5
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	2270.7
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	2270.4
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	2267.0
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	2266.0
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	2262.6
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	2260.0
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	2256.2
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	2249.1
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	2247.1
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	2243.6
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	2241.0
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	2234.9
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	2231.3
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	2227.3
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	2226.7
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	2218.3
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	2213.6
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	2202.6
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	2197.7
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	2188.4
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	2188.2
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	2182.9
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	2179.6
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	2170.6
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	2170.6
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	2168.8
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	2167.0
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	2160.6
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	2154.0
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	2153.5
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	2149.9
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	2148.8
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	2127.5
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	2125.7
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	2122.4
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	2118.3
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	2111.1
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	2103.9
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	2101.4
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	2094.2
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	2090.4
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	2086.4
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	2081.2
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	2066.9
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	2066.4
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	2064.1
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	2053.0
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2048.0
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	2047.1
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	2040.4
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	2035.7
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	2032.8
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	2025.9
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	2025.0
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	2021.1
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	2020.8
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	2016.6
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	2012.7
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	2010.3
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	2009.6
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	2005.5
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	1999.8
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	1989.1
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	1987.4
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	1977.2
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	1977.0
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	1973.4
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	1973.4
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	1967.2
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	1965.7
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	1954.0
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	1948.4
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	1942.4
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	1942.0
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	1939.5
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	1924.1
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	1922.7
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	1920.2
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	1905.9
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	1901.9
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	1898.9
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	1896.2
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	1882.2
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	1876.1
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	1860.6
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	1856.2
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	1851.3
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	1846.8
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1838.0
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	1837.2
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	1828.1
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	1821.9
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	1813.2
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	1810.5
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	1807.4
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	1806.9
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	1806.1
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	1802.6
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	1794.7
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	1792.1
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	1784.6
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	1777.9
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	1773.4
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	1770.5
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	1760.0
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	1754.6
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	1751.5
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	1738.5
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	1736.6
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1723.1
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	1716.1
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	1714.0
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	1703.1
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	1691.4
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	1690.6
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	1688.5
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	1677.1
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	1676.7
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	1665.6
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	1659.7
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	1646.3
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	1628.9
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	1624.1
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	1621.4
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	1620.4
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	1616.6
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	1613.9
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	1603.1
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	1592.3
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	1570.2
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	1564.3
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	1555.7
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	1551.7
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	1488.7
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	1473.0
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	1457.3
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	1456.3
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1437.7
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	1425.5
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	1421.8
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	1409.4
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	1364.7
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	1356.7
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	1329.7
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	1316.3
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	1297.8
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	1294.2
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	1286.0
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	1282.8
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	1238.5
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	1234.6
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	1230.4
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	1229.1
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	1176.5
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1100.2
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	1091.3
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	995.6
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0222360003	Tumor	0.8
CPT0237620004	Tumor	0.7
CPT0244940004	Tumor	0.7
CPT0184530003	Tumor	0.6
CPT0169740004	Normal	0.5
CPT0246620003	Tumor	0.5
CPT0201830004	Tumor	0.5
CPT0245180003	Tumor	0.5
CPT0246540003	Tumor	0.4
CPT0087820003	Tumor	0.4
CPT0199710003	Normal	0.4
CPT0237130004	Tumor	0.4
CPT0169640003	Tumor	0.4
CPT0011130005	Tumor	0.4
CPT0237480004	Tumor	0.4
CPT0245600003	Tumor	0.4
CPT0013130003	Tumor	0.4
CPT0236850004	Tumor	0.4
CPT0163790003	Tumor	0.4
CPT0094490004	Tumor	0.3
CPT0123280003	Normal	0.3
CPT0084630009	Tumor	0.3
CPT0088410003	Tumor	0.3
CPT0281470002	Normal	0.3
CPT0008520008	Tumor	0.3
CPT0241980004	Tumor	0.3
CPT0245130003	Tumor	0.3
CPT0243090003	Tumor	0.3
C3N-02693-06	Normal	0.3
CPT0011290003	Tumor	0.3
CPT0235460003	Tumor	0.3
CPT0248520003	Tumor	0.3
CPT0256560003	Tumor	0.3
CPT0163480003	Tumor	0.3
CPT0248330003	Tumor	0.3
CPT0199700003	Tumor	0.3
CPT0195700003	Normal	0.3
CPT0163720003	Normal	0.3
C3N-01859-04	Normal	0.3
CPT0024810003	Tumor	0.3
CPT0194800003	Normal	0.2
CPT0245010003	Tumor	0.2
CPT0163240003	Tumor	0.2
CPT0008630003	Tumor	0.2
CPT0237150003	Normal	0.2
CPT0245400003	Tumor	0.2
CPT0163090003	Tumor	0.2
CPT0088060004	Tumor	0.2
CPT0177010003	Tumor	0.2
CPT0246670003	Tumor	0.2
CPT0169890003	Tumor	0.2
CPT0278700002	Normal	0.2
CPT0177200003	Tumor	0.2
CPT0220620003	Normal	0.2
CPT0245300003	Tumor	0.1
CPT0123260003	Tumor	0.1
CPT0236620003	Tumor	0.1
CPT0261520003	Tumor	0.1
CPT0123190003	Normal	0.1
CPT0245500003	Tumor	0.1
CPT0245190003	Normal	0.1
CPT0245730003	Tumor	0.1
CPT0013210004	Tumor	0.1
CPT0245140003	Normal	0.1
CPT0195860003	Tumor	0.1
CPT0195880003	Normal	0.1
CPT0245410003	Normal	0.1
CPT0245230004	Tumor	0.1
CPT0008960003	Normal	0.1
CPT0163600003	Tumor	0.1
CPT0229220002	Normal	0.1
CPT0094280004	Tumor	0.1
CPT0226350003	Normal	0.1
C3N-00295-05	Normal	0.1
CPT0177390003	Tumor	0.1
CPT0163860003	Normal	0.1
CPT0236870003	Normal	0.1
CPT0235470002	Normal	0.1
CPT0095040003	Tumor	0.1
CPT0194420003	Tumor	0.1
CPT0226250004	Tumor	0.1
CPT0199880003	Tumor	0.1
CPT0094420004	Tumor	0.0
CPT0196210003	Tumor	0.0
CPT0177220003	Normal	0.0
CPT0169730003	Tumor	0.0
CPT0236640003	Normal	0.0
CPT0163250003	Normal	0.0
CPT0245560003	Normal	0.0
CPT0226400003	Normal	0.0
CPT0235920003	Normal	0.0
CPT0123180003	Tumor	0.0
CPT0194960003	Tumor	0.0
CPT0245450003	Tumor	0.0
CPT0207870004	Tumor	0.0
CPT0245680003	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0226450003	Normal	0.0
CPT0245630003	Tumor	0.0
CPT0163840003	Tumor	0.0
CPT0245020003	Normal	0.0
CPT0226440003	Tumor	0.0
CPT0226390003	Tumor	0.0
CPT0163740003	Tumor	0.0
CPT0176770003	Tumor	0.0
CPT0223970003	Tumor	0.0
CPT0199890003	Normal	0.0
CPT0127050003	Tumor	0.0
CPT0163160003	Tumor	0.0
CPT0008930003	Tumor	-0.1
CPT0223450003	Tumor	-0.1
CPT0237500003	Normal	-0.1
CPT0245060004	Tumor	-0.1
CPT0194250003	Tumor	-0.1
CPT0163800003	Normal	-0.1
CPT0013000004	Tumor	-0.1
CPT0245460003	Normal	-0.1
CPT0235910003	Tumor	-0.1
CPT0163490003	Normal	-0.1
CPT0243140004	Normal	-0.1
CPT0094560004	Tumor	-0.1
CPT0177710003	Tumor	-0.1
CPT0087990003	Tumor	-0.1
CPT0163430003	Normal	-0.1
CPT0163650003	Tumor	-0.1
CPT0201860004	Normal	-0.1
CPT0163410003	Tumor	-0.2
CPT0162940003	Tumor	-0.2
CPT0245550003	Tumor	-0.2
C3N-00857-05	Normal	-0.2
CPT0196060003	Normal	-0.2
CPT0244890004	Tumor	-0.2
CPT0248350003	Normal	-0.2
CPT0190850003	Tumor	-0.2
CPT0011320003	Normal	-0.2
CPT0013460003	Normal	-0.2
CPT0163340003	Tumor	-0.2
C3N-04279-05	Normal	-0.2
CPT0199820003	Tumor	-0.2
CPT0246590003	Tumor	-0.2
C3N-01620-05	Normal	-0.2
CPT0226090003	Normal	-0.2
CPT0013430003	Tumor	-0.2
CPT0094350004	Tumor	-0.2
CPT0194790003	Tumor	-0.3
CPT0250310003	Tumor	-0.3
CPT0226340003	Tumor	-0.3
CPT0088010003	Normal	-0.3
CPT0163530003	Tumor	-0.3
CPT0223460003	Normal	-0.3
C3N-01758-04	Normal	-0.3
CPT0163020003	Normal	-0.3
CPT0194260003	Normal	-0.3
CPT0169920003	Normal	-0.3
CPT0222180003	Tumor	-0.3
CPT0196040003	Tumor	-0.3
CPT0190860003	Normal	-0.3
CPT0195680003	Tumor	-0.3
CPT0163910003	Tumor	-0.3
CPT0237640003	Normal	-0.3
CPT0226030003	Tumor	-0.4
CPT0163610003	Normal	-0.4
CPT0242000004	Normal	-0.4
C3N-04275-05	Normal	-0.4
CPT0162990004	Tumor	-0.4
CPT0163170003	Normal	-0.4
CPT0226130003	Tumor	-0.4
CPT0013250003	Normal	-0.4
C3N-04276-06	Normal	-0.5
CPT0199830003	Normal	-0.5
CPT0222200003	Normal	-0.5
CPT0094580003	Normal	-0.5
CPT0084650004	Normal	-0.5
CPT0226270003	Normal	-0.6
CPT0088080003	Normal	-0.6
CPT0088430003	Normal	-0.7
CPT0245350003	Tumor	-1.0
CPT0013030003	Normal	-1.1
CPT0162890003	Tumor	-1.3
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.	Antibody HPA060776	Antibody HPA063379
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
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS