Expression of TMSB4X 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

TMSB4X is not prognostic in Head and Neck Squamous Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2993.31

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 TPM

2878.8

Number of samples

492

Samples

Sample	Description	TPM
TCGA-IQ-A61O-01A	43 years, male, white, stage:Stage IVA, dead, 421 days	13383.5
TCGA-F7-A624-01A	73 years, male, white, stage:Stage II, alive, 378 days	10317.6
TCGA-P3-A5QA-01A	41 years, male, stage:Stage I, alive, 2182 days	8806.6
TCGA-BA-4074-01A	69 years, male, white, stage:Stage IVA, dead, 462 days	8017.0
TCGA-CR-6474-01A	51 years, male, white, stage:Stage IVA, dead, 564 days	7920.1
TCGA-CV-7090-01A	39 years, male, white, stage:Stage II, alive, 5252 days	7554.7
TCGA-HD-7753-01A	62 years, male, black or african american, stage:Stage I, alive, 866 days	7536.8
TCGA-BA-7269-01A	61 years, male, white, stage:Stage III, alive, 1273 days	7009.9
TCGA-MZ-A7D7-01A	51 years, male, white, stage:Stage IVA, alive, 547 days	6992.1
TCGA-CN-A63U-01A	50 years, male, white, stage:Stage IVA, alive, 964 days	6770.0
TCGA-CQ-6221-01A	79 years, male, white, stage:'--, alive, 1000 days	6679.5
TCGA-CQ-5333-01A	74 years, male, white, stage:Stage II, dead, 341 days	6554.4
TCGA-P3-A5Q6-01A	49 years, male, white, stage:Stage IVA, dead, 480 days	5925.8
TCGA-CR-7382-01A	49 years, male, white, stage:Stage IVA, alive, 796 days	5909.4
TCGA-F7-A622-01A	75 years, male, white, stage:Stage III, dead, 359 days	5886.6
TCGA-CV-A6JE-01A	78 years, male, white, stage:'--, alive, 1075 days	5818.3
TCGA-CN-A499-01A	60 years, female, white, stage:Stage II, alive, 717 days	5791.4
TCGA-DQ-5631-01A	52 years, male, white, stage:'--, dead, 548 days	5546.3
TCGA-CV-7421-01A	76 years, male, white, stage:Stage IVA, dead, 2 days	5458.8
TCGA-CQ-6224-01A	52 years, male, white, stage:Stage IVA, alive, 1721 days	5344.3
TCGA-UF-A7J9-01A	75 years, male, white, stage:Stage IVA, alive, 1358 days	5315.4
TCGA-CV-7410-01A	61 years, male, white, stage:Stage III, dead, 6417 days	5280.0
TCGA-P3-A5Q5-01A	54 years, male, white, stage:Stage IVA, alive, 910 days	5240.4
TCGA-MT-A67F-01A	60 years, female, white, stage:Stage IVA, alive, 384 days	5229.5
TCGA-F7-A50J-01A	67 years, female, white, stage:Stage III, alive, 947 days	5150.7
TCGA-CV-5977-01A	66 years, male, white, stage:Stage IVA, alive, 1840 days	5139.2
TCGA-TN-A7HI-01A	56 years, male, white, stage:Stage IVA, alive, 412 days	5136.2
TCGA-CQ-7065-01A	40 years, male, asian, stage:Stage II, alive, 1628 days	5129.2
TCGA-H7-8501-01A	54 years, male, white, stage:Stage IVA, alive, 461 days	5077.0
TCGA-P3-A5QF-01A	49 years, male, white, stage:Stage IVA, dead, 330 days	5059.2
TCGA-QK-A6IH-01A	65 years, female, white, stage:Stage IVB, alive, 653 days	5047.7
TCGA-UF-A7JV-01A	62 years, female, white, stage:Stage IVA, dead, 90 days	5006.9
TCGA-KU-A66T-01A	53 years, female, white, stage:Stage IVA, alive, 552 days	4980.5
TCGA-BA-A6DG-01A	49 years, male, white, stage:'--, dead, 69 days	4964.7
TCGA-D6-A6EN-01A	71 years, male, white, stage:Stage III, alive, 687 days	4958.0
TCGA-QK-A6II-01A	52 years, male, white, stage:Stage IVA, dead, 284 days	4910.6
TCGA-CQ-7069-01A	77 years, female, white, stage:Stage II, alive, 1274 days	4892.3
TCGA-P3-A6T6-01A	53 years, male, white, stage:Stage IVA, dead, 395 days	4755.9
TCGA-BA-4075-01A	49 years, male, black or african american, stage:Stage III, dead, 283 days	4755.6
TCGA-4P-AA8J-01A	66 years, male, black or african american, stage:Stage IVA, alive, 102 days	4737.5
TCGA-CV-A6JD-01A	82 years, female, white, stage:'--, dead, 182 days	4713.6
TCGA-CR-6488-01A	68 years, female, white, stage:Stage II, alive, 379 days	4710.5
TCGA-RS-A6TP-01A	58 years, male, white, stage:Stage II, alive, 516 days	4704.3
TCGA-CV-7100-01A	66 years, male, white, stage:Stage III, dead, 274 days	4669.2
TCGA-P3-A6T2-01A	45 years, male, white, stage:Stage IVA, alive, 2298 days	4656.4
TCGA-BB-A6UO-01A	61 years, female, white, stage:Stage IVA, dead, 268 days	4651.6
TCGA-CQ-6219-01A	50 years, female, white, stage:Stage IVA, dead, 479 days	4636.0
TCGA-P3-A6T0-01A	47 years, female, white, stage:Stage IVA, alive, 578 days	4618.4
TCGA-BB-A5HU-01A	47 years, male, white, stage:Stage IVA, alive, 782 days	4585.3
TCGA-DQ-5630-01A	73 years, male, white, stage:'--, alive, 1030 days	4583.1
TCGA-D6-6515-01A	82 years, female, white, stage:Stage II, dead, 403 days	4581.4
TCGA-HD-7831-01A	74 years, male, white, stage:Stage IVA, alive, 667 days	4581.2
TCGA-CV-6961-01A	61 years, male, white, stage:Stage II, dead, 76 days	4574.3
TCGA-TN-A7HL-01A	59 years, male, white, stage:Stage IVA, alive, 619 days	4570.5
TCGA-BA-A4IG-01A	77 years, male, white, stage:'--, alive, 855 days	4528.7
TCGA-H7-A76A-01A	57 years, male, white, stage:'--, alive, 637 days	4526.1
TCGA-BA-4076-01A	39 years, male, white, stage:'--, dead, 415 days	4514.5
TCGA-CR-6472-01A	59 years, male, white, stage:'--, alive, 1050 days	4489.9
TCGA-CV-A460-01A	72 years, male, white, stage:'--, dead, 1838 days	4487.3
TCGA-CV-6003-01A	50 years, female, white, stage:Stage III, alive, 1665 days	4460.8
TCGA-BB-4227-01A	66 years, male, white, stage:Stage IVA, alive, 134 days	4453.3
TCGA-QK-A64Z-01A	79 years, female, white, stage:Stage IVA, dead, 641 days	4447.9
TCGA-F7-A61W-01A	51 years, male, asian, stage:Stage IVA, alive, 14 days	4439.0
TCGA-CV-7433-01A	49 years, male, white, stage:Stage IVA, dead, 601 days	4435.7
TCGA-IQ-A61J-01A	54 years, male, white, stage:Stage IVA, alive, 1021 days	4376.0
TCGA-CV-7252-01A	62 years, female, black or african american, stage:Stage IVA, dead, 151 days	4359.3
TCGA-QK-AA3K-01A	60 years, male, black or african american, stage:Stage IVA, alive, 253 days	4339.2
TCGA-BA-A6DB-01A	24 years, female, white, stage:Stage I, alive, 216 days	4310.3
TCGA-CN-5355-01A	64 years, male, black or african american, stage:Stage IVA, alive, 1278 days	4294.7
TCGA-D6-6824-01A	61 years, male, white, stage:Stage IVA, alive, 77 days	4271.9
TCGA-CN-A6V6-01A	59 years, male, white, stage:Stage IVA, alive, 635 days	4268.3
TCGA-CX-A4AQ-01A	56 years, male, white, stage:Stage IVA, alive, 1555 days	4241.5
TCGA-CN-6021-01A	63 years, female, white, stage:'--, dead, 276 days	4237.0
TCGA-IQ-A61I-01A	63 years, male, black or african american, stage:Stage IVA, dead, 2 days	4204.0
TCGA-CV-7236-01A	77 years, female, white, stage:Stage IVA, dead, 144 days	4203.6
TCGA-CV-7437-01A	77 years, male, stage:Stage II, dead, 506 days	4198.8
TCGA-UF-A7JO-01A	79 years, female, white, stage:Stage IVA, dead, 631 days	4183.4
TCGA-CN-A63V-01A	59 years, male, white, stage:Stage IVA, alive, 679 days	4177.3
TCGA-F7-A61S-01A	62 years, male, white, stage:Stage III, alive, 576 days	4175.6
TCGA-DQ-5624-01A	43 years, female, white, stage:'--, alive, 1778 days	4161.2
TCGA-T2-A6WX-01A	73 years, female, white, stage:'--, dead, 209 days	4158.0
TCGA-CN-6019-01A	61 years, male, white, stage:Stage IVA, alive, 1038 days	4135.7
TCGA-CV-5979-01A	26 years, male, white, stage:Stage IVA, alive, 1315 days	4131.9
TCGA-CV-6433-01A	57 years, male, white, stage:Stage II, alive, 641 days	4124.2
TCGA-D6-A6EQ-01A	57 years, male, white, stage:Stage IVA, alive, 368 days	4096.6
TCGA-IQ-A61H-01A	76 years, male, white, stage:Stage II, alive, 1138 days	4085.2
TCGA-CV-A6JT-01A	65 years, male, white, stage:Stage II, alive, 852 days	4076.3
TCGA-UF-A7JJ-01A	68 years, male, stage:Stage IVA, alive, 549 days	4050.1
TCGA-CR-7376-01A	83 years, male, white, stage:Stage III, alive, 972 days	4013.6
TCGA-CV-6934-01A	66 years, female, white, stage:Stage IVA, dead, 65 days	4008.7
TCGA-QK-A6IG-01A	69 years, male, white, stage:Stage III, dead, 222 days	4002.6
TCGA-UF-A7JT-01A	72 years, female, white, stage:Stage IVA, dead, 993 days	3982.2
TCGA-CV-A45T-01A	64 years, female, white, stage:'--, dead, 4856 days	3977.3
TCGA-BB-8596-01A	69 years, female, white, stage:Stage IVA, alive, 2161 days	3957.6
TCGA-MT-A7BN-01A	74 years, male, white, stage:Stage IVA, alive, 469 days	3956.7
TCGA-CR-6477-01A	56 years, female, white, stage:'--, alive, 514 days	3935.8
TCGA-DQ-7591-01A	62 years, male, white, stage:'--, alive, 622 days	3930.6
TCGA-UF-A7JK-01A	59 years, male, stage:Stage IVA, dead, 424 days	3900.2
TCGA-CR-6473-01A	68 years, male, white, stage:'--, alive, 1125 days	3856.4
TCGA-CR-6481-01A	47 years, male, white, stage:'--, alive, 311 days	3829.2
TCGA-CV-7103-01A	49 years, male, white, stage:Stage IVA, dead, 1591 days	3824.8
TCGA-BA-4078-01A	83 years, male, white, stage:'--, dead, 276 days	3810.8
TCGA-UF-A7JH-01A	59 years, male, black or african american, stage:Stage IVA, alive, 896 days	3807.0
TCGA-QK-A6V9-01A	56 years, male, white, stage:Stage II, alive, 833 days	3772.1
TCGA-BA-A6D8-01A	59 years, male, black or african american, stage:Stage IVA, alive, 850 days	3771.6
TCGA-CV-5971-01A	60 years, male, white, stage:Stage IVA, alive, 701 days	3768.5
TCGA-CR-7383-01A	79 years, female, white, stage:Stage I, dead, 521 days	3752.0
TCGA-HD-A6HZ-01A	79 years, female, white, stage:Stage III, alive, 111 days	3722.6
TCGA-CQ-5330-01A	69 years, female, white, stage:Stage IVA, alive, 1897 days	3709.0
TCGA-BB-4224-01A	52 years, male, white, stage:Stage IVA, alive, 278 days	3690.2
TCGA-CV-A45Z-01A	75 years, male, white, stage:'--, dead, 1466 days	3687.5
TCGA-IQ-A6SH-01A	55 years, male, black or african american, stage:Stage III, alive, 471 days	3686.2
TCGA-BA-A6DD-01A	44 years, male, black or african american, stage:Stage IVA, dead, 173 days	3684.0
TCGA-CQ-7063-01A	59 years, female, white, stage:Stage I, alive, 2133 days	3664.5
TCGA-CN-5363-01A	48 years, male, black or african american, stage:Stage IVB, dead, 253 days	3633.6
TCGA-CV-7091-01A	54 years, male, white, stage:Stage I, alive, 3381 days	3604.5
TCGA-CQ-7068-01A	80 years, female, white, stage:Stage II, alive, 1309 days	3584.9
TCGA-CN-A642-01A	57 years, male, white, stage:Stage IVB, dead, 82 days	3583.4
TCGA-F7-8298-01A	58 years, male, white, stage:Stage I, alive, 995 days	3578.2
TCGA-BB-4217-01A	68 years, male, black or african american, stage:Stage IVA, alive, 187 days	3555.2
TCGA-H7-8502-01A	50 years, male, white, stage:Stage IVA, alive, 458 days	3554.2
TCGA-QK-AA3J-01A	69 years, male, black or african american, stage:Stage I, alive, 466 days	3552.8
TCGA-CV-6441-01A	60 years, male, white, stage:Stage III, dead, 292 days	3535.2
TCGA-CN-6989-01A	64 years, male, white, stage:Stage IVA, dead, 980 days	3517.1
TCGA-CR-7386-01A	69 years, male, white, stage:Stage IVA, alive, 1430 days	3491.4
TCGA-H7-A6C4-01A	35 years, female, white, stage:Stage IVA, dead, 414 days	3476.9
TCGA-CV-6950-01A	64 years, male, white, stage:Stage IVA, dead, 459 days	3471.6
TCGA-CN-5370-01A	78 years, male, white, stage:Stage III, dead, 259 days	3469.8
TCGA-CV-7434-01A	64 years, male, white, stage:Stage IVA, dead, 218 days	3453.1
TCGA-CQ-7072-01A	51 years, male, white, stage:Stage II, alive, 2359 days	3449.4
TCGA-KU-A6H7-01A	55 years, female, white, stage:Stage IVA, alive, 586 days	3443.6
TCGA-F7-A50I-01A	72 years, male, white, stage:Stage IVA, alive, 92 days	3438.3
TCGA-IQ-7630-01A	49 years, male, white, stage:Stage II, alive, 485 days	3434.6
TCGA-CV-5978-01A	53 years, female, black or african american, stage:Stage IVB, dead, 215 days	3405.4
TCGA-CV-A468-01A	42 years, male, stage:Stage IVA, dead, 464 days	3395.6
TCGA-CQ-5334-01A	87 years, male, white, stage:Stage IVA, dead, 129 days	3383.2
TCGA-P3-A6T8-01A	54 years, male, white, stage:Stage IVA, alive, 400 days	3380.9
TCGA-CV-6943-01A	74 years, male, white, stage:Stage III, dead, 602 days	3354.1
TCGA-CV-7423-01A	65 years, male, white, stage:Stage II, dead, 3059 days	3345.9
TCGA-CR-7385-01A	42 years, male, white, stage:'--, alive, 997 days	3335.5
TCGA-CN-4728-01A	56 years, male, white, stage:Stage IVA, alive, 1724 days	3334.0
TCGA-CV-5444-01A	64 years, male, black or african american, stage:Stage IVA, alive, 2437 days	3315.6
TCGA-BB-A6UM-01A	52 years, male, white, stage:Stage III, alive, 393 days	3303.9
TCGA-CQ-5325-01A	65 years, male, white, stage:Stage I, dead, 654 days	3278.0
TCGA-CV-7099-01A	85 years, female, white, stage:Stage II, dead, 243 days	3265.1
TCGA-HD-7754-01A	69 years, male, white, stage:Stage IVA, alive, 783 days	3260.2
TCGA-CX-7082-01A	82 years, male, white, stage:Stage IVA, dead, 11 days	3259.3
TCGA-WA-A7H4-01A	69 years, male, white, stage:Stage II, alive, 443 days	3246.6
TCGA-CR-7389-01A	55 years, male, black or african american, stage:'--, alive, 392 days	3245.8
TCGA-D6-A4Z9-01A	59 years, male, white, stage:Stage IVA, alive, 539 days	3238.3
TCGA-CR-7404-01A	53 years, male, white, stage:'--, alive, 1472 days	3236.0
TCGA-CQ-5329-01A	46 years, female, white, stage:Stage II, alive, 2143 days	3233.9
TCGA-CR-6482-01A	62 years, male, black or african american, stage:'--, alive, 345 days	3224.1
TCGA-CN-5364-01A	55 years, male, white, stage:Stage IVA, dead, 493 days	3223.8
TCGA-RS-A6TO-01A	82 years, female, white, stage:Stage IVA, dead, 387 days	3222.5
TCGA-CV-5442-01A	76 years, female, white, stage:Stage IVA, alive, 2327 days	3222.0
TCGA-MZ-A5BI-01A	53 years, male, white, stage:'--, dead, 217 days	3219.3
TCGA-BA-A4IH-01A	57 years, male, white, stage:'--, alive, 622 days	3218.9
TCGA-CR-7377-01A	58 years, male, white, stage:Stage IVA, dead, 279 days	3212.7
TCGA-CV-A464-01A	48 years, male, white, stage:Stage III, alive, 1722 days	3209.6
TCGA-UF-A7JF-01A	80 years, male, white, stage:Stage IVA, alive, 1686 days	3208.6
TCGA-CR-7379-01A	78 years, female, white, stage:Stage IVA, alive, 1036 days	3208.0
TCGA-CQ-A4C6-01A	63 years, male, asian, stage:Stage II, alive, 1353 days	3199.7
TCGA-D6-6826-01A	64 years, female, white, stage:Stage IVA, dead, 348 days	3190.9
TCGA-CV-A45Y-01A	61 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	3187.3
TCGA-HD-8314-01A	58 years, male, white, stage:Stage III, alive, 670 days	3182.3
TCGA-CN-4737-01A	19 years, male, white, stage:Stage IVA, alive, 625 days	3168.4
TCGA-QK-A652-01A	60 years, male, white, stage:Stage III, alive, 645 days	3160.9
TCGA-CN-4736-01A	70 years, female, white, stage:'--, dead, 395 days	3145.8
TCGA-CV-7254-01A	55 years, male, white, stage:Stage II, dead, 1459 days	3143.1
TCGA-CN-6994-01A	67 years, male, white, stage:Stage IVA, alive, 1183 days	3138.8
TCGA-BA-5555-01A	54 years, male, black or african american, stage:Stage IVA, alive, 520 days	3136.4
TCGA-D6-6825-01A	73 years, male, white, stage:Stage I, alive, 491 days	3132.9
TCGA-CN-5366-01A	51 years, male, white, stage:Stage IVA, dead, 360 days	3100.4
TCGA-CV-5976-01A	50 years, male, white, stage:Stage IVA, alive, 1478 days	3093.9
TCGA-CR-7373-01A	66 years, male, white, stage:Stage IVA, alive, 889 days	3086.1
TCGA-HL-7533-01A	65 years, male, white, stage:'--, alive, 1057 days	3079.0
TCGA-CV-A6JZ-01A	68 years, male, white, stage:Stage II, alive, 714 days	3069.3
TCGA-CQ-6218-01A	52 years, female, white, stage:Stage IVA, alive, 1253 days	3062.2
TCGA-CN-6016-01A	64 years, male, white, stage:Stage IVA, alive, 1443 days	3054.5
TCGA-CQ-A4CB-01A	59 years, male, stage:Stage III, alive, 893 days	3052.0
TCGA-CV-5430-01A	61 years, male, white, stage:Stage IVA, alive, 4241 days	3046.5
TCGA-CR-5248-01A	53 years, male, white, stage:'--, alive, 1663 days	3037.1
TCGA-MT-A51X-01A	30 years, male, white, stage:Stage IVA, alive, 242 days	3037.1
TCGA-CQ-A4CD-01A	69 years, male, white, stage:Stage IVA, alive, 1022 days	3030.7
TCGA-CV-7406-01A	49 years, male, white, stage:Stage II, dead, 1748 days	3030.3
TCGA-UF-A718-01A	62 years, male, white, stage:Stage IVA, alive, 1971 days	3008.2
TCGA-CQ-5327-01A	61 years, female, asian, stage:Stage IVA, alive, 1660 days	3006.8
TCGA-F7-8489-01A	48 years, male, white, stage:Stage II, alive, 658 days	2996.1
TCGA-CN-6013-01A	56 years, male, white, stage:Stage IVA, dead, 727 days	2990.5
TCGA-HD-A634-01A	56 years, male, white, stage:Stage IVA, dead, 130 days	2985.2
TCGA-CN-5369-01A	90 years, female, white, stage:Stage IVA, dead, 1 days	2952.2
TCGA-CV-6938-01A	87 years, male, white, stage:Stage II, dead, 144 days	2951.4
TCGA-CR-7388-01A	70 years, female, white, stage:'--, dead, 823 days	2935.2
TCGA-UP-A6WW-01A	58 years, male, white, stage:'--, alive, 518 days	2912.7
TCGA-D6-8568-01A	62 years, male, white, stage:Stage II, alive, 759 days	2911.1
TCGA-BA-5557-01A	41 years, female, stage:Stage III, alive, 623 days	2896.4
TCGA-CR-7370-01A	72 years, female, white, stage:'--, alive, 105 days	2891.5
TCGA-CV-7416-01A	29 years, female, white, stage:Stage IVA, dead, 763 days	2889.2
TCGA-CN-A49B-01A	71 years, male, white, stage:Stage III, alive, 904 days	2886.9
TCGA-QK-A6VC-01A	62 years, female, black or african american, stage:Stage IVA, alive, 600 days	2883.9
TCGA-CV-6960-01A	49 years, male, black or african american, stage:Stage III, dead, 862 days	2881.7
TCGA-CQ-A4CH-01A	58 years, male, asian, stage:Stage II, dead, 379 days	2877.6
TCGA-D6-8569-01A	52 years, male, white, stage:Stage II, alive, 770 days	2868.7
TCGA-CX-7219-01A	47 years, male, black or african american, stage:Stage IVA, alive, 1045 days	2861.9
TCGA-CV-7427-01A	73 years, female, white, stage:Stage II, dead, 4760 days	2860.9
TCGA-CQ-6222-01A	63 years, male, white, stage:Stage IVA, alive, 2016 days	2860.3
TCGA-CR-7395-01A	80 years, female, white, stage:Stage II, alive, 930 days	2847.7
TCGA-WA-A7GZ-01A	58 years, male, white, stage:'--, dead, 625 days	2833.2
TCGA-CN-A49C-01A	67 years, male, white, stage:'--, alive, 645 days	2832.5
TCGA-CQ-5324-01A	59 years, male, white, stage:Stage III, alive, 1593 days	2829.8
TCGA-CQ-6227-01A	77 years, male, white, stage:Stage IVA, dead, 129 days	2829.0
TCGA-CN-6997-01A	66 years, male, white, stage:Stage IVA, dead, 988 days	2811.3
TCGA-BA-A6DI-01A	62 years, male, black or african american, stage:'--, dead, 336 days	2804.7
TCGA-CV-7429-01A	55 years, male, white, stage:Stage IVA, dead, 107 days	2777.3
TCGA-CV-7089-01A	74 years, male, white, stage:Stage IVA, dead, 1972 days	2774.9
TCGA-CN-4725-01A	60 years, male, white, stage:Stage II, alive, 1157 days	2768.7
TCGA-CV-7568-01A	48 years, female, white, stage:Stage IVA, dead, 927 days	2762.5
TCGA-CV-7428-01A	47 years, male, white, stage:Stage IVA, dead, 1671 days	2759.8
TCGA-CR-7399-01A	60 years, female, white, stage:Stage IVA, alive, 181 days	2751.8
TCGA-CV-7104-01A	61 years, female, white, stage:Stage IVA, dead, 393 days	2749.7
TCGA-BA-5152-01A	56 years, male, white, stage:Stage IVA, alive, 1288 days	2740.8
TCGA-CV-7446-01A	66 years, male, white, stage:Stage IVA, dead, 1093 days	2737.4
TCGA-CN-4726-01A	68 years, male, white, stage:Stage IVA, dead, 142 days	2725.4
TCGA-CV-5434-01A	60 years, male, black or african american, stage:Stage IVA, dead, 3314 days	2719.7
TCGA-CV-7261-01A	57 years, male, white, stage:Stage IVA, alive, 1512 days	2716.9
TCGA-BA-5559-01A	71 years, male, white, stage:'--, dead, 2083 days	2716.0
TCGA-HD-A633-01A	74 years, male, white, stage:Stage IVA, alive, 421 days	2694.4
TCGA-CV-5966-01A	63 years, female, white, stage:Stage IVA, dead, 545 days	2692.9
TCGA-CN-4740-01A	79 years, female, white, stage:Stage IVA, dead, 839 days	2677.1
TCGA-CQ-A4C7-01A	88 years, male, white, stage:Stage III, dead, 353 days	2676.2
TCGA-CV-7422-01A	60 years, female, white, stage:Stage IVA, dead, 1037 days	2668.5
TCGA-CR-7371-01A	45 years, female, white, stage:Stage III, dead, 94 days	2664.7
TCGA-P3-A6T4-01A	54 years, male, white, stage:Stage IVA, dead, 62 days	2657.9
TCGA-D6-A6EM-01A	65 years, female, white, stage:Stage III, alive, 232 days	2652.3
TCGA-CR-6487-01A	50 years, male, white, stage:Stage I, alive, 234 days	2651.2
TCGA-P3-A6T5-01A	79 years, female, white, stage:Stage IVA, dead, 882 days	2650.5
TCGA-CR-6470-01A	38 years, male, white, stage:Stage II, alive, 1521 days	2650.4
TCGA-P3-A6SX-01A	67 years, male, white, stage:Stage III, dead, 1430 days	2647.9
TCGA-P3-A5QE-01A	49 years, male, white, stage:Stage III, alive, 1559 days	2641.4
TCGA-CN-4723-01A	67 years, male, white, stage:Stage IVA, alive, 1699 days	2639.9
TCGA-CR-5249-01A	35 years, female, white, stage:Stage II, alive, 1152 days	2634.7
TCGA-UF-A7JD-01A	71 years, male, stage:Stage IVA, dead, 739 days	2629.9
TCGA-BA-A6DA-01A	41 years, female, white, stage:Stage IVA, alive, 351 days	2624.1
TCGA-IQ-A61E-01A	55 years, female, white, stage:Stage III, alive, 1147 days	2612.6
TCGA-CV-6939-01A	60 years, male, white, stage:Stage IVA, dead, 666 days	2605.3
TCGA-CV-5436-01A	65 years, male, stage:Stage IVA, dead, 584 days	2602.3
TCGA-CV-7238-01A	69 years, female, white, stage:Stage II, alive, 2727 days	2601.8
TCGA-CV-7097-01A	53 years, male, white, stage:Stage II, dead, 385 days	2599.3
TCGA-BA-5556-01A	58 years, female, white, stage:Stage II, alive, 725 days	2592.5
TCGA-BA-5151-01A	72 years, male, white, stage:Stage IVA, alive, 722 days	2586.5
TCGA-MT-A51W-01A	52 years, female, white, stage:Stage I, alive, 437 days	2585.1
TCGA-BB-4225-01A	73 years, male, white, stage:'--, alive, 146 days	2578.7
TCGA-HD-7229-01A	60 years, male, white, stage:Stage IVA, alive, 1027 days	2565.8
TCGA-CN-A6V3-01A	61 years, male, white, stage:Stage IVA, alive, 742 days	2535.7
TCGA-BA-A6DJ-01A	62 years, male, asian, stage:Stage IVA, dead, 407 days	2534.9
TCGA-CN-5367-01A	60 years, female, white, stage:Stage IVA, dead, 352 days	2534.0
TCGA-CR-6484-01A	67 years, female, asian, stage:Stage IVA, alive, 354 days	2531.9
TCGA-CN-A6UY-01A	57 years, male, white, stage:Stage IVA, alive, 713 days	2512.7
TCGA-CN-5365-01A	38 years, male, white, stage:Stage IVB, dead, 351 days	2497.5
TCGA-BA-6873-01A	28 years, male, white, stage:Stage IVA, alive, 122 days	2493.4
TCGA-CV-7095-01A	87 years, female, stage:Stage II, dead, 572 days	2492.1
TCGA-CV-7415-01A	60 years, male, white, stage:Stage IVA, dead, 695 days	2487.4
TCGA-DQ-5625-01A	52 years, female, white, stage:'--, dead, 1133 days	2479.7
TCGA-D6-6517-01A	59 years, male, white, stage:Stage III, alive, 292 days	2479.7
TCGA-MT-A67D-01A	55 years, male, white, stage:Stage II, alive, 56 days	2467.9
TCGA-CN-5359-01A	59 years, male, white, stage:Stage IVA, dead, 377 days	2459.8
TCGA-CN-5358-01A	60 years, male, white, stage:Stage II, dead, 261 days	2455.8
TCGA-CN-A6V7-01A	40 years, male, white, stage:Stage IVA, alive, 594 days	2451.1
TCGA-CR-6480-01A	53 years, male, white, stage:'--, alive, 362 days	2449.4
TCGA-CV-A45U-01A	59 years, male, white, stage:Stage IVA, dead, 1079 days	2432.3
TCGA-UF-A71B-01A	50 years, male, white, stage:Stage IVA, alive, 1506 days	2422.2
TCGA-CV-6942-01A	73 years, female, white, stage:Stage II, alive, 4282 days	2419.7
TCGA-CV-A45R-01A	46 years, male, white, stage:Stage III, alive, 5480 days	2410.1
TCGA-CV-A6JM-01A	85 years, male, white, stage:'--, dead, 194 days	2407.0
TCGA-CR-7393-01A	26 years, male, white, stage:Stage III, alive, 993 days	2404.9
TCGA-CQ-6225-01A	65 years, male, white, stage:Stage III, dead, 403 days	2404.1
TCGA-D6-A74Q-01A	67 years, male, white, stage:Stage IVA, alive, 710 days	2400.0
TCGA-CR-6467-01A	59 years, male, white, stage:Stage III, alive, 1777 days	2397.5
TCGA-CV-7178-01A	64 years, female, white, stage:Stage IVA, dead, 2166 days	2395.7
TCGA-CN-6017-01A	55 years, male, white, stage:Stage IVA, dead, 853 days	2379.8
TCGA-HD-A6I0-01A	56 years, male, white, stage:Stage IVA, alive, 210 days	2378.8
TCGA-CQ-A4CI-01A	73 years, male, white, stage:Stage III, alive, 950 days	2374.5
TCGA-CV-7102-01A	76 years, female, white, stage:Stage IVA, dead, 56 days	2373.4
TCGA-HD-A4C1-01A	41 years, female, black or african american, stage:Stage IVA, alive, 11 days	2372.4
TCGA-CQ-7071-01A	76 years, female, white, stage:Stage III, alive, 1311 days	2367.1
TCGA-CV-A461-01A	65 years, male, white, stage:'--, dead, 2064 days	2366.1
TCGA-CN-6011-01A	57 years, male, white, stage:Stage IVA, alive, 933 days	2352.6
TCGA-QK-A8Z7-01A	59 years, male, black or african american, stage:Stage IVA, alive, 392 days	2347.1
TCGA-BB-4223-01A	48 years, male, white, stage:Stage IVA, alive, 3221 days	2334.9
TCGA-QK-A6IF-01A	61 years, male, white, stage:'--, alive, 704 days	2333.1
TCGA-CX-7085-01A	77 years, female, white, stage:Stage I, alive, 321 days	2329.8
TCGA-CR-7365-01A	60 years, male, white, stage:Stage IVA, alive, 1191 days	2323.9
TCGA-MZ-A6I9-01A	68 years, male, white, stage:'--, dead, 489 days	2312.9
TCGA-IQ-A61G-01A	57 years, male, white, stage:Stage IVA, alive, 360 days	2310.8
TCGA-CV-6436-01A	62 years, male, white, stage:Stage IVA, alive, 1899 days	2309.7
TCGA-CQ-5326-01A	67 years, male, white, stage:Stage IVA, dead, 89 days	2302.2
TCGA-CQ-A4CG-01A	78 years, female, white, stage:Stage III, dead, 430 days	2296.6
TCGA-UF-A71A-01A	67 years, male, white, stage:Stage IVA, dead, 86 days	2296.1
TCGA-CN-4734-01A	70 years, male, white, stage:Stage II, alive, 1690 days	2295.5
TCGA-CR-7401-01A	64 years, male, white, stage:Stage I, alive, 1077 days	2291.0
TCGA-CR-7397-01A	44 years, male, white, stage:Stage IVA, alive, 754 days	2287.5
TCGA-CV-6959-01A	48 years, male, white, stage:Stage III, dead, 256 days	2286.2
TCGA-CN-6992-01A	61 years, male, white, stage:Stage IVA, alive, 1066 days	2281.1
TCGA-CV-7248-01A	63 years, female, black or african american, stage:Stage IVA, dead, 521 days	2268.4
TCGA-T2-A6X0-01A	49 years, male, white, stage:'--, alive, 216 days	2265.6
TCGA-T3-A92M-01A	52 years, male, black or african american, stage:Stage IVA, alive, 417 days	2261.9
TCGA-CV-7430-01A	56 years, male, white, stage:Stage IVA, dead, 495 days	2260.2
TCGA-CN-5373-01A	55 years, female, white, stage:Stage I, alive, 1584 days	2257.5
TCGA-CV-6936-01A	68 years, male, white, stage:Stage IVA, dead, 166 days	2255.5
TCGA-CR-6492-01A	78 years, male, white, stage:Stage III, alive, 479 days	2248.3
TCGA-CV-7235-01A	67 years, male, white, stage:Stage II, alive, 2347 days	2247.2
TCGA-T3-A92N-01A	79 years, male, black or african american, stage:Stage IVA, dead, 95 days	2246.9
TCGA-CR-7369-01A	59 years, male, white, stage:Stage IVA, dead, 1090 days	2245.1
TCGA-CV-6933-01A	53 years, male, white, stage:Stage III, dead, 2741 days	2244.7
TCGA-HD-8224-01A	63 years, male, white, stage:Stage IVA, dead, 446 days	2244.0
TCGA-CV-A6JN-01A	53 years, male, white, stage:'--, alive, 906 days	2241.4
TCGA-CN-6995-01A	78 years, male, white, stage:Stage IVA, dead, 112 days	2240.8
TCGA-BB-A5HY-01A	64 years, male, white, stage:Stage IVA, dead, 321 days	2237.8
TCGA-CN-4727-01A	56 years, male, white, stage:Stage IVA, alive, 1560 days	2215.8
TCGA-CV-7438-01A	87 years, female, white, stage:Stage I, dead, 194 days	2215.3
TCGA-HD-7832-01A	52 years, male, white, stage:Stage IVA, alive, 836 days	2195.9
TCGA-CN-6018-01A	85 years, female, white, stage:Stage IVA, dead, 580 days	2186.6
TCGA-CV-6952-01A	65 years, female, white, stage:Stage IVA, dead, 185 days	2182.5
TCGA-C9-A480-01A	45 years, female, asian, stage:Stage III, alive, 386 days	2176.4
TCGA-CR-6478-01A	66 years, female, white, stage:'--, dead, 183 days	2176.0
TCGA-F7-A50G-01A	66 years, male, white, stage:Stage III, alive, 616 days	2175.6
TCGA-CR-7372-01A	45 years, male, white, stage:Stage I, alive, 759 days	2172.9
TCGA-F7-A620-01A	47 years, male, white, stage:Stage III, alive, 543 days	2171.4
TCGA-QK-A8ZB-01A	68 years, male, black or african american, stage:Stage IVA, alive, 542 days	2169.8
TCGA-CV-7177-01A	82 years, female, white, stage:Stage II, dead, 663 days	2168.3
TCGA-QK-A6VB-01A	66 years, male, white, stage:Stage IVA, alive, 641 days	2165.6
TCGA-CN-6022-01A	49 years, male, white, stage:Stage IVA, dead, 281 days	2163.0
TCGA-CV-6945-01A	41 years, male, white, stage:Stage IVA, dead, 366 days	2160.1
TCGA-CR-7364-01A	66 years, male, white, stage:Stage III, alive, 1435 days	2158.0
TCGA-BB-4228-01A	50 years, male, white, stage:Stage III, alive, 559 days	2152.4
TCGA-HD-8635-01A	61 years, female, white, stage:Stage III, alive, 695 days	2147.3
TCGA-CN-5374-01A	56 years, female, white, stage:Stage IVA, dead, 1732 days	2145.6
TCGA-CN-5360-01A	68 years, male, white, stage:Stage IVA, alive, 2169 days	2142.7
TCGA-CV-5439-01A	62 years, male, white, stage:Stage IVA, dead, 546 days	2139.0
TCGA-KU-A66S-01A	69 years, female, white, stage:Stage III, dead, 406 days	2128.9
TCGA-UF-A7JS-01A	59 years, male, white, stage:Stage IVA, dead, 680 days	2127.9
TCGA-CV-7413-01A	74 years, female, white, stage:Stage II, dead, 294 days	2126.3
TCGA-CV-6937-01A	71 years, male, white, stage:Stage II, dead, 624 days	2120.0
TCGA-CQ-5331-01A	73 years, female, white, stage:'--, alive, 1399 days	2116.4
TCGA-QK-A6IJ-01A	71 years, male, white, stage:Stage III, alive, 387 days	2116.0
TCGA-CV-5432-01A	68 years, male, white, stage:Stage III, alive, 3930 days	2114.5
TCGA-UF-A7JC-01A	42 years, male, white, stage:Stage IVA, dead, 546 days	2104.2
TCGA-C9-A47Z-01A	72 years, female, asian, stage:Stage III, dead, 191 days	2098.7
TCGA-CN-5361-01A	80 years, male, white, stage:Stage IVA, dead, 2120 days	2096.0
TCGA-UF-A7JA-01A	66 years, female, white, stage:Stage IVA, alive, 2265 days	2092.4
TCGA-D6-A6EK-01A	67 years, male, white, stage:Stage III, alive, 875 days	2092.3
TCGA-CR-7392-01A	67 years, female, white, stage:Stage IVA, alive, 1425 days	2090.6
TCGA-T2-A6X2-01A	82 years, male, white, stage:Stage III, alive, 987 days	2082.5
TCGA-CR-7398-01A	53 years, female, white, stage:Stage II, alive, 156 days	2081.3
TCGA-CN-4735-01A	52 years, male, white, stage:Stage IVA, alive, 1737 days	2077.8
TCGA-P3-A6T3-01A	49 years, male, white, stage:Stage IVA, dead, 577 days	2070.7
TCGA-CR-6471-01A	58 years, male, white, stage:Stage IVA, dead, 1202 days	2068.0
TCGA-F7-A61V-01A	54 years, male, white, stage:Stage II, alive, 759 days	2062.4
TCGA-CV-7435-01A	57 years, female, white, stage:Stage IVA, dead, 4680 days	2061.5
TCGA-CV-A6K2-01A	79 years, male, white, stage:Stage IVA, dead, 317 days	2061.1
TCGA-BA-5153-01A	51 years, male, white, stage:'--, dead, 1762 days	2053.6
TCGA-CN-6020-01A	58 years, male, black or african american, stage:Stage III, dead, 205 days	2052.6
TCGA-CV-7407-01A	67 years, female, white, stage:Stage II, dead, 1081 days	2050.8
TCGA-CQ-6229-01A	61 years, male, white, stage:Stage II, alive, 1179 days	2048.9
TCGA-CQ-5323-01A	82 years, male, white, stage:Stage I, alive, 1466 days	2041.4
TCGA-CV-7440-01A	38 years, male, white, stage:Stage II, dead, 675 days	2040.5
TCGA-CV-A45V-01A	87 years, female, white, stage:Stage IVA, dead, 32 days	2036.4
TCGA-CR-5250-01A	71 years, male, white, stage:'--, alive, 799 days	2027.3
TCGA-CN-A498-01A	61 years, female, white, stage:Stage III, dead, 773 days	2018.5
TCGA-TN-A7HJ-01A	51 years, male, white, stage:Stage IVA, alive, 403 days	2014.2
TCGA-CR-7391-01A	36 years, female, white, stage:Stage I, alive, 913 days	2008.7
TCGA-BA-6872-01A	47 years, male, white, stage:'--, dead, 384 days	2007.8
TCGA-CR-5247-01A	48 years, male, black or african american, stage:'--, alive, 358 days	2006.2
TCGA-F7-A623-01A	70 years, male, white, stage:Stage IVA, alive, 616 days	1983.6
TCGA-CN-6023-01A	73 years, male, white, stage:Stage IVA, alive, 1584 days	1980.3
TCGA-CV-6941-01A	51 years, male, white, stage:Stage III, dead, 342 days	1979.5
TCGA-CV-7247-01A	55 years, male, white, stage:Stage III, dead, 577 days	1979.5
TCGA-BA-A8YP-01A	50 years, male, black or african american, stage:Stage IVB, alive, 499 days	1977.1
TCGA-CR-7374-01A	67 years, female, white, stage:'--, alive, 30 days	1976.0
TCGA-CV-7242-01A	60 years, female, white, stage:Stage II, alive, 1095 days	1971.3
TCGA-CN-4741-01A	75 years, male, white, stage:Stage IVA, alive, 2239 days	1948.6
TCGA-BA-6870-01A	60 years, female, black or african american, stage:'--, dead, 451 days	1946.3
TCGA-CV-A45P-01A	82 years, female, white, stage:Stage I, alive, 639 days	1937.6
TCGA-CV-7425-01A	77 years, female, white, stage:Stage III, dead, 1718 days	1920.7
TCGA-CN-6996-01A	58 years, female, white, stage:Stage IVA, dead, 530 days	1917.5
TCGA-CN-4731-01A	63 years, female, white, stage:Stage IVA, dead, 998 days	1908.3
TCGA-CN-6024-01A	66 years, male, white, stage:Stage IVA, dead, 337 days	1898.0
TCGA-CQ-5332-01A	87 years, male, white, stage:Stage III, dead, 317 days	1893.9
TCGA-CN-4733-01A	61 years, male, white, stage:Stage III, alive, 1586 days	1889.1
TCGA-CN-4739-01A	71 years, male, white, stage:Stage IVA, dead, 1394 days	1877.3
TCGA-CN-4742-01A	48 years, female, white, stage:Stage IVA, dead, 397 days	1876.2
TCGA-CQ-A4C9-01A	56 years, male, stage:Stage III, alive, 707 days	1866.9
TCGA-CV-7424-01A	67 years, male, asian, stage:Stage IVA, dead, 453 days	1865.4
TCGA-CV-7255-01A	32 years, female, white, stage:Stage IVA, dead, 64 days	1848.1
TCGA-KU-A6H8-01A	41 years, male, white, stage:Stage IVA, dead, 327 days	1841.5
TCGA-CV-5443-01A	63 years, male, black or african american, stage:Stage III, alive, 2784 days	1840.2
TCGA-BA-6871-01A	75 years, male, white, stage:'--, dead, 108 days	1835.9
TCGA-BA-5558-01A	65 years, male, white, stage:'--, alive, 1995 days	1834.2
TCGA-CR-7380-01A	58 years, male, white, stage:Stage IVB, dead, 606 days	1833.6
TCGA-HD-8634-01A	51 years, female, white, stage:Stage I, dead, 385 days	1829.0
TCGA-CN-6998-01A	53 years, male, white, stage:Stage IVA, dead, 357 days	1823.6
TCGA-T2-A6WZ-01A	53 years, male, white, stage:'--, dead, 484 days	1803.1
TCGA-CV-7101-01A	80 years, male, white, stage:Stage II, dead, 160 days	1798.6
TCGA-CV-7263-01A	64 years, male, black or african american, stage:Stage II, dead, 560 days	1792.0
TCGA-P3-A6SW-01A	50 years, male, white, stage:Stage IVB, alive, 1120 days	1783.5
TCGA-CV-7414-01A	78 years, male, white, stage:Stage IVA, dead, 14 days	1764.5
TCGA-D6-6516-01A	69 years, male, white, stage:Stage I, alive, 773 days	1759.3
TCGA-CV-7180-01A	34 years, male, white, stage:Stage II, dead, 327 days	1758.0
TCGA-BA-A4II-01A	46 years, male, white, stage:Stage II, alive, 918 days	1754.7
TCGA-CV-6954-01A	59 years, male, black or african american, stage:Stage IVA, dead, 2002 days	1753.7
TCGA-CN-A63T-01A	60 years, male, white, stage:Stage IVA, alive, 225 days	1747.5
TCGA-CR-7394-01A	70 years, male, white, stage:Stage IVA, alive, 1346 days	1744.3
TCGA-QK-A8ZA-01A	60 years, male, black or african american, stage:'--, dead, 371 days	1716.7
TCGA-CV-6935-01A	67 years, male, white, stage:Stage IVA, dead, 295 days	1693.4
TCGA-UF-A71E-01A	63 years, male, white, stage:Stage IVA, dead, 1504 days	1684.8
TCGA-CV-6953-01A	80 years, female, white, stage:Stage III, dead, 1641 days	1672.8
TCGA-CV-7418-01A	62 years, male, black or african american, stage:Stage IVA, dead, 789 days	1654.5
TCGA-DQ-7588-01A	66 years, male, white, stage:'--, dead, 427 days	1653.9
TCGA-CV-7183-01A	53 years, male, white, stage:Stage II, alive, 3981 days	1651.2
TCGA-CV-6948-01A	79 years, female, white, stage:Stage IVB, dead, 1289 days	1648.0
TCGA-CV-A6K1-01A	65 years, male, white, stage:Stage IVA, alive, 685 days	1641.6
TCGA-CV-A45W-01A	75 years, male, white, stage:Stage II, dead, 1398 days	1630.0
TCGA-D6-A6ES-01A	50 years, male, white, stage:Stage IVA, alive, 389 days	1608.4
TCGA-CV-6962-01A	65 years, male, white, stage:Stage IVA, dead, 126 days	1568.0
TCGA-CV-A45Q-01A	69 years, female, white, stage:'--, dead, 5152 days	1550.8
TCGA-CN-6010-01A	53 years, male, white, stage:Stage IVA, alive, 1523 days	1539.9
TCGA-CN-A49A-01A	60 years, male, white, stage:Stage IVB, dead, 526 days	1534.9
TCGA-CR-7390-01A	67 years, male, white, stage:Stage IVA, alive, 1508 days	1512.9
TCGA-D6-A4ZB-01A	61 years, male, white, stage:Stage III, alive, 376 days	1489.2
TCGA-CV-5431-01A	73 years, male, white, stage:Stage IVA, dead, 522 days	1489.0
TCGA-CN-4738-01A	53 years, male, white, stage:Stage IVA, dead, 436 days	1488.5
TCGA-CV-5440-01A	52 years, male, white, stage:Stage IVA, alive, 3270 days	1476.5
TCGA-CR-7367-01A	52 years, male, white, stage:Stage IVA, alive, 1440 days	1472.6
TCGA-MT-A67A-01A	85 years, female, white, stage:Stage I, alive, 914 days	1470.1
TCGA-CV-7432-01A	79 years, male, white, stage:Stage II, dead, 2570 days	1451.5
TCGA-IQ-7632-01A	68 years, female, white, stage:Stage IVA, alive, 441 days	1431.5
TCGA-CQ-6228-01A	71 years, female, white, stage:Stage IVA, dead, 456 days	1427.7
TCGA-CR-5243-01A	51 years, male, white, stage:'--, alive, 2562 days	1420.1
TCGA-P3-A6T7-01A	55 years, male, white, stage:Stage IVA, dead, 487 days	1417.1
TCGA-CN-6012-01A	66 years, male, white, stage:Stage IVA, alive, 1460 days	1414.0
TCGA-CV-5970-01A	59 years, male, white, stage:Stage IVA, dead, 406 days	1406.4
TCGA-BB-A5HZ-01A	65 years, male, white, stage:Stage IVA, alive, 827 days	1396.2
TCGA-F7-7848-01A	47 years, male, white, stage:Stage IVA, alive, 1131 days	1392.9
TCGA-CN-4729-01A	73 years, male, white, stage:Stage III, alive, 392 days	1390.9
TCGA-DQ-7592-01A	57 years, male, american indian or alaska native, stage:'--, alive, 1143 days	1382.8
TCGA-CV-6955-01A	74 years, female, white, stage:Stage II, dead, 334 days	1377.3
TCGA-CN-4722-01A	61 years, female, white, stage:Stage II, alive, 1483 days	1374.4
TCGA-IQ-7631-01A	60 years, female, white, stage:Stage II, alive, 1172 days	1371.4
TCGA-CR-6493-01A	69 years, male, black or african american, stage:Stage IVA, dead, 282 days	1343.8
TCGA-CR-6491-01A	60 years, male, black or african american, stage:Stage IVA, alive, 693 days	1340.6
TCGA-CQ-A4CE-01A	76 years, female, stage:Stage II, alive, 897 days	1328.2
TCGA-BB-8601-01A	84 years, male, black or african american, stage:Stage III, alive, 624 days	1319.3
TCGA-CV-7411-01A	64 years, female, white, stage:Stage IVA, dead, 2717 days	1287.5
TCGA-CR-7368-01A	54 years, male, white, stage:Stage IVA, alive, 1245 days	1269.7
TCGA-CQ-6223-01A	69 years, male, white, stage:Stage II, alive, 1428 days	1269.5
TCGA-BA-A6DE-01A	70 years, female, white, stage:Stage II, alive, 440 days	1221.4
TCGA-D6-A6EP-01A	62 years, male, white, stage:Stage III, alive, 424 days	1219.9
TCGA-CV-A45O-01A	57 years, male, white, stage:'--, alive, 851 days	1190.7
TCGA-CR-7402-01A	68 years, male, white, stage:'--, alive, 911 days	1189.8
TCGA-H7-7774-01A	75 years, female, white, stage:Stage IVA, alive, 407 days	1186.7
TCGA-CV-6940-01A	80 years, female, white, stage:Stage III, dead, 804 days	1181.7
TCGA-UF-A71D-01A	54 years, female, white, stage:Stage IVA, alive, 1461 days	1152.7
TCGA-D6-6827-01A	55 years, female, white, stage:Stage I, alive, 568 days	1133.7
TCGA-CV-A45X-01A	47 years, male, white, stage:Stage IVA, dead, 198 days	1128.3
TCGA-D6-6823-01A	50 years, male, white, stage:Stage II, alive, 701 days	1034.8
TCGA-CV-7245-01A	62 years, male, white, stage:Stage IVA, alive, 797 days	1032.7
TCGA-IQ-A6SG-01A	61 years, female, white, stage:Stage III, alive, 579 days	1023.7
TCGA-CV-6951-01A	57 years, male, white, stage:Stage IVA, dead, 915 days	989.5
TCGA-CV-A465-01A	24 years, male, white, stage:Stage III, dead, 215 days	974.3
TCGA-QK-A8Z8-01A	60 years, female, black or african american, stage:Stage IVC, dead, 171 days	960.6
TCGA-CV-A463-01A	82 years, female, white, stage:Stage IVA, dead, 23 days	936.8
TCGA-DQ-5629-01A	64 years, male, white, stage:'--, dead, 941 days	930.0
TCGA-CQ-6220-01A	69 years, male, white, stage:Stage III, dead, 985 days	911.8
TCGA-UF-A719-01A	54 years, male, stage:Stage II, alive, 1663 days	863.6
TCGA-CV-5435-01A	57 years, male, white, stage:Stage IVA, dead, 2319 days	859.8
TCGA-CN-A497-01A	63 years, male, stage:Stage III, alive, 1065 days	846.3
TCGA-CN-A641-01A	47 years, male, white, stage:Stage IVA, alive, 367 days	844.1
TCGA-BA-A4IF-01A	59 years, male, white, stage:'--, alive, 895 days	826.0
TCGA-CV-A6JY-01A	69 years, male, white, stage:Stage IVA, alive, 646 days	803.9
TCGA-CN-A63W-01A	48 years, female, white, stage:Stage IVA, dead, 377 days	782.6
TCGA-CV-A6JU-01A	61 years, female, white, stage:Stage IVB, alive, 110 days	768.7
TCGA-BA-A6DL-01A	59 years, male, white, stage:'--, alive, 623 days	752.7
TCGA-CX-7086-01A	53 years, male, black or african american, stage:Stage III, alive, 573 days	724.7
TCGA-CN-5356-01A	56 years, male, white, stage:Stage III, alive, 1409 days	719.1
TCGA-BA-6869-01A	62 years, male, white, stage:Stage III, alive, 644 days	646.3
TCGA-D6-A6EO-01A	44 years, male, white, stage:Stage IVA, alive, 759 days	570.6
TCGA-CV-7250-01A	64 years, male, white, stage:Stage IVA, dead, 2900 days	565.1
TCGA-CV-5441-01A	58 years, male, white, stage:Stage IVA, alive, 2886 days	551.2
TCGA-CN-4730-01A	62 years, male, white, stage:Stage IVA, alive, 817 days	543.6
TCGA-CV-7253-01A	58 years, male, black or african american, stage:Stage IVA, dead, 361 days	465.7
TCGA-CN-6988-01A	47 years, male, white, stage:Stage IVA, alive, 318 days	405.5
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0194790003	Tumor	1.1
CPT0163480003	Tumor	1.1
C3N-01620-05	Normal	0.8
CPT0261520003	Tumor	0.7
CPT0163600003	Tumor	0.7
CPT0194420003	Tumor	0.7
CPT0088430003	Normal	0.6
CPT0163650003	Tumor	0.5
CPT0177710003	Tumor	0.5
CPT0163720003	Normal	0.5
CPT0163840003	Tumor	0.5
CPT0194960003	Tumor	0.5
CPT0169890003	Tumor	0.5
CPT0094280004	Tumor	0.5
CPT0245300003	Tumor	0.4
CPT0163340003	Tumor	0.4
CPT0184530003	Tumor	0.4
CPT0176770003	Tumor	0.4
CPT0245130003	Tumor	0.4
CPT0162890003	Tumor	0.4
CPT0163860003	Normal	0.4
CPT0207870004	Tumor	0.4
CPT0245730003	Tumor	0.4
CPT0163430003	Normal	0.3
CPT0236620003	Tumor	0.3
CPT0241980004	Tumor	0.3
CPT0094420004	Tumor	0.3
CPT0195860003	Tumor	0.3
CPT0245010003	Tumor	0.3
CPT0163800003	Normal	0.3
CPT0223450003	Tumor	0.3
CPT0008630003	Tumor	0.2
CPT0243090003	Tumor	0.2
CPT0194250003	Tumor	0.2
CPT0245550003	Tumor	0.2
CPT0123260003	Tumor	0.2
CPT0236850004	Tumor	0.2
CPT0163410003	Tumor	0.2
CPT0199710003	Normal	0.2
CPT0246540003	Tumor	0.2
CPT0094560004	Tumor	0.2
CPT0201830004	Tumor	0.2
CPT0163790003	Tumor	0.2
CPT0222360003	Tumor	0.2
CPT0245410003	Normal	0.2
CPT0163910003	Tumor	0.2
CPT0245350003	Tumor	0.2
CPT0194800003	Normal	0.2
CPT0194260003	Normal	0.2
CPT0088410003	Tumor	0.2
CPT0177010003	Tumor	0.2
CPT0226030003	Tumor	0.2
CPT0220610003	Tumor	0.2
CPT0245180003	Tumor	0.1
CPT0237150003	Normal	0.1
CPT0169640003	Tumor	0.1
CPT0245680003	Tumor	0.1
C3N-04275-05	Normal	0.1
CPT0013430003	Tumor	0.1
CPT0177200003	Tumor	0.1
CPT0196040003	Tumor	0.1
CPT0245460003	Normal	0.1
CPT0163740003	Tumor	0.0
CPT0088010003	Normal	0.0
CPT0226440003	Tumor	0.0
CPT0250310003	Tumor	0.0
CPT0163530003	Tumor	0.0
CPT0246620003	Tumor	0.0
CPT0223970003	Tumor	0.0
CPT0011290003	Tumor	0.0
CPT0163170003	Normal	0.0
CPT0237500003	Normal	0.0
CPT0244890004	Tumor	0.0
CPT0088060004	Tumor	0.0
CPT0245400003	Tumor	0.0
CPT0226390003	Tumor	0.0
CPT0246590003	Tumor	0.0
CPT0094350004	Tumor	0.0
CPT0123180003	Tumor	0.0
CPT0190850003	Tumor	0.0
CPT0169730003	Tumor	-0.1
CPT0245600003	Tumor	-0.1
CPT0226270003	Normal	-0.1
CPT0246670003	Tumor	-0.1
CPT0095040003	Tumor	-0.1
CPT0245140003	Normal	-0.1
CPT0177390003	Tumor	-0.1
CPT0013460003	Normal	-0.1
CPT0237620004	Tumor	-0.1
CPT0094580003	Normal	-0.1
CPT0163610003	Normal	-0.1
CPT0245560003	Normal	-0.1
CPT0245450003	Tumor	-0.1
CPT0087990003	Tumor	-0.1
CPT0235460003	Tumor	-0.1
CPT0163490003	Normal	-0.1
CPT0248330003	Tumor	-0.1
CPT0013250003	Normal	-0.1
CPT0237130004	Tumor	-0.1
CPT0256560003	Tumor	-0.1
CPT0011130005	Tumor	-0.1
C3N-00857-05	Normal	-0.1
CPT0088080003	Normal	-0.1
CPT0008930003	Tumor	-0.2
CPT0243140004	Normal	-0.2
CPT0199820003	Tumor	-0.2
CPT0222180003	Tumor	-0.2
CPT0244940004	Tumor	-0.2
CPT0220620003	Normal	-0.2
CPT0226350003	Normal	-0.2
CPT0237480004	Tumor	-0.2
CPT0248520003	Tumor	-0.2
CPT0248350003	Normal	-0.2
C3N-04276-06	Normal	-0.2
CPT0127050003	Tumor	-0.2
CPT0163240003	Tumor	-0.2
CPT0162940003	Tumor	-0.2
CPT0237640003	Normal	-0.2
CPT0162990004	Tumor	-0.3
CPT0236870003	Normal	-0.3
C3N-04279-05	Normal	-0.3
CPT0008520008	Tumor	-0.3
CPT0013130003	Tumor	-0.3
CPT0199880003	Tumor	-0.3
CPT0201860004	Normal	-0.3
CPT0013210004	Tumor	-0.3
C3N-01859-04	Normal	-0.3
CPT0024810003	Tumor	-0.3
CPT0245060004	Tumor	-0.3
CPT0196210003	Tumor	-0.3
CPT0163160003	Tumor	-0.3
CPT0195880003	Normal	-0.3
CPT0084650004	Normal	-0.4
CPT0123190003	Normal	-0.4
CPT0011320003	Normal	-0.4
CPT0084630009	Tumor	-0.4
CPT0226250004	Tumor	-0.4
CPT0226130003	Tumor	-0.4
CPT0226400003	Normal	-0.4
CPT0163020003	Normal	-0.4
CPT0236640003	Normal	-0.4
CPT0087820003	Tumor	-0.4
CPT0199700003	Tumor	-0.5
CPT0199830003	Normal	-0.5
CPT0222200003	Normal	-0.5
CPT0013000004	Tumor	-0.5
CPT0169920003	Normal	-0.5
CPT0008960003	Normal	-0.6
CPT0226450003	Normal	-0.6
C3N-01758-04	Normal	-0.6
CPT0199890003	Normal	-0.6
CPT0235910003	Tumor	-0.6
CPT0013030003	Normal	-0.6
CPT0245500003	Tumor	-0.6
CPT0242000004	Normal	-0.7
CPT0123280003	Normal	-0.7
CPT0226090003	Normal	-0.7
C3N-02693-06	Normal	-0.7
CPT0223460003	Normal	-0.8
CPT0177220003	Normal	-0.8
CPT0235470002	Normal	-0.8
CPT0245230004	Tumor	-0.8
CPT0245020003	Normal	-0.8
CPT0245190003	Normal	-0.8
CPT0094490004	Tumor	-0.9
CPT0196060003	Normal	-0.9
CPT0195680003	Tumor	-0.9
CPT0190860003	Normal	-0.9
C3N-00295-05	Normal	-0.9
CPT0235920003	Normal	-1.0
CPT0163090003	Tumor	-1.0
CPT0226340003	Tumor	-1.0
CPT0245630003	Tumor	-1.2
CPT0163250003	Normal	-1.4
CPT0229220002	Normal	-1.4
CPT0278700002	Normal	-1.4
CPT0195700003	Normal	-1.6
CPT0281470002	Normal	-1.9
CPT0169740004	Normal	-2.1
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 CAB033806
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
Squamous cell carcinoma, NOS Squamous cell carcinoma, metastatic, NOS
Adenocarcinoma, NOS