Expression of LDHA 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 616.28

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

463.1

Number of samples

492

Samples

Sample	Description	TPM
TCGA-P3-A6T2-01A	0 years, male, white, stage:Stage IVA, alive, 2298 days	1701.1
TCGA-CQ-A4CG-01A	0 years, female, white, stage:Stage III, dead, 430 days	1515.4
TCGA-CQ-A4C6-01A	0 years, male, asian, stage:Stage II, alive, 1353 days	1442.8
TCGA-CQ-5326-01A	0 years, male, white, stage:Stage IVA, dead, 89 days	1370.3
TCGA-CR-6493-01A	0 years, male, black or african american, stage:Stage IVA, dead, 282 days	1338.8
TCGA-DQ-7588-01A	0 years, male, white, stage:'--, dead, 427 days	1205.5
TCGA-CN-6995-01A	0 years, male, white, stage:Stage IVA, dead, 112 days	1193.3
TCGA-HL-7533-01A	0 years, male, white, stage:'--, alive, 1057 days	1120.7
TCGA-CV-6938-01A	0 years, male, white, stage:Stage II, dead, 144 days	1090.8
TCGA-CN-6018-01A	0 years, female, white, stage:Stage IVA, dead, 580 days	1064.7
TCGA-CV-6959-01A	0 years, male, white, stage:Stage III, dead, 256 days	1057.2
TCGA-CV-5979-01A	0 years, male, white, stage:Stage IVA, alive, 1315 days	1052.0
TCGA-CN-4734-01A	0 years, male, white, stage:Stage II, alive, 1690 days	1036.1
TCGA-CQ-5334-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	1036.1
TCGA-CV-6961-01A	0 years, male, white, stage:Stage II, dead, 76 days	1014.4
TCGA-CV-6950-01A	0 years, male, white, stage:Stage IVA, dead, 459 days	1005.9
TCGA-CV-6003-01A	0 years, female, white, stage:Stage III, alive, 1665 days	993.7
TCGA-BB-A5HY-01A	0 years, male, white, stage:Stage IVA, dead, 321 days	993.7
TCGA-CV-7432-01A	0 years, male, white, stage:Stage II, dead, 2570 days	991.0
TCGA-BA-6873-01A	0 years, male, white, stage:Stage IVA, alive, 122 days	988.9
TCGA-HD-7229-01A	0 years, male, white, stage:Stage IVA, alive, 1027 days	985.4
TCGA-D6-6517-01A	0 years, male, white, stage:Stage III, alive, 292 days	979.9
TCGA-CR-7365-01A	0 years, male, white, stage:Stage IVA, alive, 1191 days	972.0
TCGA-BA-5556-01A	0 years, female, white, stage:Stage II, alive, 725 days	971.3
TCGA-T2-A6WX-01A	0 years, female, white, stage:'--, dead, 209 days	966.3
TCGA-CN-A63W-01A	0 years, female, white, stage:Stage IVA, dead, 377 days	957.7
TCGA-CV-5439-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	949.3
TCGA-D6-6826-01A	0 years, female, white, stage:Stage IVA, dead, 348 days	947.8
TCGA-CV-7255-01A	0 years, female, white, stage:Stage IVA, dead, 64 days	946.9
TCGA-HD-7832-01A	0 years, male, white, stage:Stage IVA, alive, 836 days	945.4
TCGA-CV-5977-01A	0 years, male, white, stage:Stage IVA, alive, 1840 days	937.3
TCGA-BA-4074-01A	0 years, male, white, stage:Stage IVA, dead, 462 days	936.3
TCGA-IQ-A61E-01A	0 years, female, white, stage:Stage III, alive, 1147 days	935.8
TCGA-F7-A50J-01A	0 years, female, white, stage:Stage III, alive, 947 days	920.3
TCGA-CV-7247-01A	0 years, male, white, stage:Stage III, dead, 577 days	901.0
TCGA-CQ-7063-01A	0 years, female, white, stage:Stage I, alive, 2133 days	892.1
TCGA-C9-A47Z-01A	0 years, female, asian, stage:Stage III, dead, 191 days	888.6
TCGA-CN-4731-01A	0 years, female, white, stage:Stage IVA, dead, 998 days	886.9
TCGA-CR-7373-01A	0 years, male, white, stage:Stage IVA, alive, 889 days	883.6
TCGA-CV-5436-01A	0 years, male, stage:Stage IVA, dead, 584 days	873.0
TCGA-CN-A499-01A	0 years, female, white, stage:Stage II, alive, 717 days	868.0
TCGA-CQ-A4C7-01A	0 years, male, white, stage:Stage III, dead, 353 days	865.0
TCGA-IQ-7630-01A	0 years, male, white, stage:Stage II, alive, 485 days	863.8
TCGA-BA-4076-01A	0 years, male, white, stage:'--, dead, 415 days	853.3
TCGA-CV-7568-01A	0 years, female, white, stage:Stage IVA, dead, 927 days	835.2
TCGA-CR-5247-01A	0 years, male, black or african american, stage:'--, alive, 358 days	819.3
TCGA-P3-A6T3-01A	0 years, male, white, stage:Stage IVA, dead, 577 days	817.4
TCGA-BA-A4IF-01A	0 years, male, white, stage:'--, alive, 895 days	814.7
TCGA-DQ-5631-01A	0 years, male, white, stage:'--, dead, 548 days	808.7
TCGA-CQ-A4CB-01A	0 years, male, stage:Stage III, alive, 893 days	807.8
TCGA-CN-5373-01A	0 years, female, white, stage:Stage I, alive, 1584 days	803.4
TCGA-CV-7440-01A	0 years, male, white, stage:Stage II, dead, 675 days	795.6
TCGA-H7-8501-01A	0 years, male, white, stage:Stage IVA, alive, 461 days	788.5
TCGA-CV-7427-01A	0 years, female, white, stage:Stage II, dead, 4760 days	788.0
TCGA-CQ-5333-01A	0 years, male, white, stage:Stage II, dead, 341 days	774.5
TCGA-D6-8569-01A	0 years, male, white, stage:Stage II, alive, 770 days	765.8
TCGA-CV-7100-01A	0 years, male, white, stage:Stage III, dead, 274 days	764.1
TCGA-BB-A5HZ-01A	0 years, male, white, stage:Stage IVA, alive, 827 days	762.5
TCGA-CV-7428-01A	0 years, male, white, stage:Stage IVA, dead, 1671 days	761.5
TCGA-CV-7252-01A	0 years, female, black or african american, stage:Stage IVA, dead, 151 days	757.8
TCGA-CN-4725-01A	0 years, male, white, stage:Stage II, alive, 1157 days	755.7
TCGA-CV-7104-01A	0 years, female, white, stage:Stage IVA, dead, 393 days	743.6
TCGA-CV-7438-01A	0 years, female, white, stage:Stage I, dead, 194 days	742.9
TCGA-CQ-7065-01A	0 years, male, asian, stage:Stage II, alive, 1628 days	740.3
TCGA-H7-8502-01A	0 years, male, white, stage:Stage IVA, alive, 458 days	739.3
TCGA-CV-6952-01A	0 years, female, white, stage:Stage IVA, dead, 185 days	737.3
TCGA-CQ-5329-01A	0 years, female, white, stage:Stage II, alive, 2143 days	735.1
TCGA-CV-7434-01A	0 years, male, white, stage:Stage IVA, dead, 218 days	728.3
TCGA-CQ-6228-01A	0 years, female, white, stage:Stage IVA, dead, 456 days	727.0
TCGA-DQ-5630-01A	0 years, male, white, stage:'--, alive, 1030 days	726.4
TCGA-CN-6994-01A	0 years, male, white, stage:Stage IVA, alive, 1183 days	726.3
TCGA-BB-A5HU-01A	0 years, male, white, stage:Stage IVA, alive, 782 days	722.5
TCGA-CX-7219-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1045 days	720.6
TCGA-HD-8634-01A	0 years, female, white, stage:Stage I, dead, 385 days	716.8
TCGA-CR-7395-01A	0 years, female, white, stage:Stage II, alive, 930 days	716.4
TCGA-F7-A61S-01A	0 years, male, white, stage:Stage III, alive, 576 days	712.7
TCGA-P3-A6T0-01A	0 years, female, white, stage:Stage IVA, alive, 578 days	707.9
TCGA-RS-A6TP-01A	0 years, male, white, stage:Stage II, alive, 516 days	707.6
TCGA-CN-4738-01A	0 years, male, white, stage:Stage IVA, dead, 436 days	706.6
TCGA-CR-6491-01A	0 years, male, black or african american, stage:Stage IVA, alive, 693 days	706.3
TCGA-C9-A480-01A	0 years, female, asian, stage:Stage III, alive, 386 days	703.0
TCGA-CQ-6218-01A	0 years, female, white, stage:Stage IVA, alive, 1253 days	702.7
TCGA-BA-4075-01A	0 years, male, black or african american, stage:Stage III, dead, 283 days	700.6
TCGA-CV-7425-01A	0 years, female, white, stage:Stage III, dead, 1718 days	699.1
TCGA-CR-7380-01A	0 years, male, white, stage:Stage IVB, dead, 606 days	694.8
TCGA-CV-7183-01A	0 years, male, white, stage:Stage II, alive, 3981 days	694.3
TCGA-CV-7411-01A	0 years, female, white, stage:Stage IVA, dead, 2717 days	693.4
TCGA-MT-A67F-01A	0 years, female, white, stage:Stage IVA, alive, 384 days	686.0
TCGA-BA-5557-01A	0 years, female, stage:Stage III, alive, 623 days	685.6
TCGA-CQ-6220-01A	0 years, male, white, stage:Stage III, dead, 985 days	684.2
TCGA-CV-6934-01A	0 years, female, white, stage:Stage IVA, dead, 65 days	682.6
TCGA-CN-A642-01A	0 years, male, white, stage:Stage IVB, dead, 82 days	678.9
TCGA-CV-7090-01A	0 years, male, white, stage:Stage II, alive, 5252 days	677.0
TCGA-IQ-A6SG-01A	0 years, female, white, stage:Stage III, alive, 579 days	677.0
TCGA-CQ-5330-01A	0 years, female, white, stage:Stage IVA, alive, 1897 days	662.7
TCGA-CN-A6V3-01A	0 years, male, white, stage:Stage IVA, alive, 742 days	662.5
TCGA-CN-4726-01A	0 years, male, white, stage:Stage IVA, dead, 142 days	661.3
TCGA-CQ-7071-01A	0 years, female, white, stage:Stage III, alive, 1311 days	660.4
TCGA-QK-A6VB-01A	0 years, male, white, stage:Stage IVA, alive, 641 days	655.9
TCGA-CN-6022-01A	0 years, male, white, stage:Stage IVA, dead, 281 days	655.6
TCGA-CN-6998-01A	0 years, male, white, stage:Stage IVA, dead, 357 days	652.7
TCGA-CQ-5331-01A	0 years, female, white, stage:'--, alive, 1399 days	649.5
TCGA-CV-A460-01A	0 years, male, white, stage:'--, dead, 1838 days	646.0
TCGA-CV-6937-01A	0 years, male, white, stage:Stage II, dead, 624 days	644.8
TCGA-BA-A6DJ-01A	0 years, male, asian, stage:Stage IVA, dead, 407 days	640.8
TCGA-CQ-5323-01A	0 years, male, white, stage:Stage I, alive, 1466 days	638.1
TCGA-CV-7097-01A	0 years, male, white, stage:Stage II, dead, 385 days	638.1
TCGA-CR-7382-01A	0 years, male, white, stage:Stage IVA, alive, 796 days	634.5
TCGA-CV-7245-01A	0 years, male, white, stage:Stage IVA, alive, 797 days	634.5
TCGA-CN-4730-01A	0 years, male, white, stage:Stage IVA, alive, 817 days	634.2
TCGA-CN-6024-01A	0 years, male, white, stage:Stage IVA, dead, 337 days	629.5
TCGA-UF-A7JC-01A	0 years, male, white, stage:Stage IVA, dead, 546 days	626.5
TCGA-CV-7433-01A	0 years, male, white, stage:Stage IVA, dead, 601 days	624.2
TCGA-CN-5370-01A	0 years, male, white, stage:Stage III, dead, 259 days	623.6
TCGA-CQ-5325-01A	0 years, male, white, stage:Stage I, dead, 654 days	619.9
TCGA-CN-6997-01A	0 years, male, white, stage:Stage IVA, dead, 988 days	616.4
TCGA-P3-A5QA-01A	0 years, male, stage:Stage I, alive, 2182 days	616.2
TCGA-D6-6825-01A	0 years, male, white, stage:Stage I, alive, 491 days	613.5
TCGA-CV-5976-01A	0 years, male, white, stage:Stage IVA, alive, 1478 days	612.1
TCGA-CR-7367-01A	0 years, male, white, stage:Stage IVA, alive, 1440 days	607.8
TCGA-CN-5364-01A	0 years, male, white, stage:Stage IVA, dead, 493 days	607.3
TCGA-CR-7401-01A	0 years, male, white, stage:Stage I, alive, 1077 days	603.0
TCGA-CN-4723-01A	0 years, male, white, stage:Stage IVA, alive, 1699 days	601.7
TCGA-CR-6478-01A	0 years, female, white, stage:'--, dead, 183 days	598.5
TCGA-CV-7410-01A	0 years, male, white, stage:Stage III, dead, 6417 days	596.5
TCGA-BA-6869-01A	0 years, male, white, stage:Stage III, alive, 644 days	593.3
TCGA-CN-5363-01A	0 years, male, black or african american, stage:Stage IVB, dead, 253 days	591.9
TCGA-HD-A633-01A	0 years, male, white, stage:Stage IVA, alive, 421 days	591.4
TCGA-CQ-6224-01A	0 years, male, white, stage:Stage IVA, alive, 1721 days	591.2
TCGA-F7-8489-01A	0 years, male, white, stage:Stage II, alive, 658 days	591.0
TCGA-D6-6823-01A	0 years, male, white, stage:Stage II, alive, 701 days	590.9
TCGA-CR-7386-01A	0 years, male, white, stage:Stage IVA, alive, 1430 days	590.3
TCGA-CR-6473-01A	0 years, male, white, stage:'--, alive, 1125 days	587.0
TCGA-CQ-A4CD-01A	0 years, male, white, stage:Stage IVA, alive, 1022 days	583.8
TCGA-BA-A6DG-01A	0 years, male, white, stage:'--, dead, 69 days	582.1
TCGA-CQ-6219-01A	0 years, female, white, stage:Stage IVA, dead, 479 days	581.1
TCGA-CQ-7069-01A	0 years, female, white, stage:Stage II, alive, 1274 days	580.3
TCGA-CV-7099-01A	0 years, female, white, stage:Stage II, dead, 243 days	575.1
TCGA-T2-A6X2-01A	0 years, male, white, stage:Stage III, alive, 987 days	574.3
TCGA-UF-A7JV-01A	0 years, female, white, stage:Stage IVA, dead, 90 days	573.6
TCGA-BA-5555-01A	0 years, male, black or african american, stage:Stage IVA, alive, 520 days	564.8
TCGA-CQ-5327-01A	0 years, female, asian, stage:Stage IVA, alive, 1660 days	563.1
TCGA-CN-6011-01A	0 years, male, white, stage:Stage IVA, alive, 933 days	558.6
TCGA-CR-7379-01A	0 years, female, white, stage:Stage IVA, alive, 1036 days	558.5
TCGA-BA-5152-01A	0 years, male, white, stage:Stage IVA, alive, 1288 days	558.4
TCGA-CQ-7068-01A	0 years, female, white, stage:Stage II, alive, 1309 days	555.2
TCGA-HD-A4C1-01A	0 years, female, black or african american, stage:Stage IVA, alive, 11 days	552.2
TCGA-CN-5369-01A	0 years, female, white, stage:Stage IVA, dead, 1 days	548.7
TCGA-CV-A464-01A	0 years, male, white, stage:Stage III, alive, 1722 days	537.9
TCGA-F7-A61W-01A	0 years, male, asian, stage:Stage IVA, alive, 14 days	535.6
TCGA-UF-A7JK-01A	0 years, male, stage:Stage IVA, dead, 424 days	534.3
TCGA-CN-6996-01A	0 years, female, white, stage:Stage IVA, dead, 530 days	531.7
TCGA-P3-A6T7-01A	0 years, male, white, stage:Stage IVA, dead, 487 days	529.4
TCGA-CV-A463-01A	0 years, female, white, stage:Stage IVA, dead, 23 days	528.3
TCGA-BA-5151-01A	0 years, male, white, stage:Stage IVA, alive, 722 days	527.8
TCGA-CR-7371-01A	0 years, female, white, stage:Stage III, dead, 94 days	527.8
TCGA-QK-A6IG-01A	0 years, male, white, stage:Stage III, dead, 222 days	526.4
TCGA-CV-5966-01A	0 years, female, white, stage:Stage IVA, dead, 545 days	525.0
TCGA-CV-7413-01A	0 years, female, white, stage:Stage II, dead, 294 days	524.6
TCGA-QK-A64Z-01A	0 years, female, white, stage:Stage IVA, dead, 641 days	518.3
TCGA-QK-A6V9-01A	0 years, male, white, stage:Stage II, alive, 833 days	517.6
TCGA-CR-6477-01A	0 years, female, white, stage:'--, alive, 514 days	517.4
TCGA-CR-7370-01A	0 years, female, white, stage:'--, alive, 105 days	510.2
TCGA-CR-7390-01A	0 years, male, white, stage:Stage IVA, alive, 1508 days	508.9
TCGA-CV-7095-01A	0 years, female, stage:Stage II, dead, 572 days	507.6
TCGA-BB-8601-01A	0 years, male, black or african american, stage:Stage III, alive, 624 days	504.9
TCGA-T2-A6X0-01A	0 years, male, white, stage:'--, alive, 216 days	504.4
TCGA-BA-A4IG-01A	0 years, male, white, stage:'--, alive, 855 days	503.4
TCGA-CV-7102-01A	0 years, female, white, stage:Stage IVA, dead, 56 days	500.8
TCGA-BA-A6DE-01A	0 years, female, white, stage:Stage II, alive, 440 days	500.7
TCGA-CR-7377-01A	0 years, male, white, stage:Stage IVA, dead, 279 days	497.3
TCGA-CV-7091-01A	0 years, male, white, stage:Stage I, alive, 3381 days	497.1
TCGA-CV-7236-01A	0 years, female, white, stage:Stage IVA, dead, 144 days	496.7
TCGA-QK-A8ZB-01A	0 years, male, black or african american, stage:Stage IVA, alive, 542 days	496.1
TCGA-CV-6954-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2002 days	494.5
TCGA-CN-4737-01A	0 years, male, white, stage:Stage IVA, alive, 625 days	494.2
TCGA-BA-A6DI-01A	0 years, male, black or african american, stage:'--, dead, 336 days	494.1
TCGA-DQ-5625-01A	0 years, female, white, stage:'--, dead, 1133 days	492.0
TCGA-MT-A51W-01A	0 years, female, white, stage:Stage I, alive, 437 days	490.9
TCGA-MT-A51X-01A	0 years, male, white, stage:Stage IVA, alive, 242 days	489.7
TCGA-CR-6492-01A	0 years, male, white, stage:Stage III, alive, 479 days	486.5
TCGA-CV-7089-01A	0 years, male, white, stage:Stage IVA, dead, 1972 days	485.8
TCGA-CN-A49B-01A	0 years, male, white, stage:Stage III, alive, 904 days	485.7
TCGA-D6-6516-01A	0 years, male, white, stage:Stage I, alive, 773 days	479.9
TCGA-UF-A7JO-01A	0 years, female, white, stage:Stage IVA, dead, 631 days	479.5
TCGA-CV-6935-01A	0 years, male, white, stage:Stage IVA, dead, 295 days	479.3
TCGA-P3-A6SX-01A	0 years, male, white, stage:Stage III, dead, 1430 days	479.1
TCGA-CR-5249-01A	0 years, female, white, stage:Stage II, alive, 1152 days	478.7
TCGA-CN-4722-01A	0 years, female, white, stage:Stage II, alive, 1483 days	477.6
TCGA-CV-7177-01A	0 years, female, white, stage:Stage II, dead, 663 days	477.0
TCGA-CN-5365-01A	0 years, male, white, stage:Stage IVB, dead, 351 days	475.1
TCGA-T3-A92N-01A	0 years, male, black or african american, stage:Stage IVA, dead, 95 days	474.7
TCGA-CR-7369-01A	0 years, male, white, stage:Stage IVA, dead, 1090 days	474.3
TCGA-CN-6020-01A	0 years, male, black or african american, stage:Stage III, dead, 205 days	474.2
TCGA-CV-5440-01A	0 years, male, white, stage:Stage IVA, alive, 3270 days	473.0
TCGA-CN-4727-01A	0 years, male, white, stage:Stage IVA, alive, 1560 days	472.0
TCGA-CN-A6V7-01A	0 years, male, white, stage:Stage IVA, alive, 594 days	471.4
TCGA-BB-4228-01A	0 years, male, white, stage:Stage III, alive, 559 days	471.4
TCGA-CV-5442-01A	0 years, female, white, stage:Stage IVA, alive, 2327 days	470.8
TCGA-CV-7418-01A	0 years, male, black or african american, stage:Stage IVA, dead, 789 days	467.3
TCGA-CV-A6JY-01A	0 years, male, white, stage:Stage IVA, alive, 646 days	466.4
TCGA-CV-7435-01A	0 years, female, white, stage:Stage IVA, dead, 4680 days	466.0
TCGA-CV-A6JZ-01A	0 years, male, white, stage:Stage II, alive, 714 days	465.0
TCGA-CV-7437-01A	0 years, male, stage:Stage II, dead, 506 days	464.7
TCGA-CN-5367-01A	0 years, female, white, stage:Stage IVA, dead, 352 days	463.4
TCGA-CV-A45P-01A	0 years, female, white, stage:Stage I, alive, 639 days	463.1
TCGA-CN-6016-01A	0 years, male, white, stage:Stage IVA, alive, 1443 days	462.4
TCGA-IQ-A61O-01A	0 years, male, white, stage:Stage IVA, dead, 421 days	460.4
TCGA-CN-5355-01A	0 years, male, black or african american, stage:Stage IVA, alive, 1278 days	459.4
TCGA-D6-A6EO-01A	0 years, male, white, stage:Stage IVA, alive, 759 days	459.1
TCGA-CV-6960-01A	0 years, male, black or african american, stage:Stage III, dead, 862 days	458.4
TCGA-CV-7178-01A	0 years, female, white, stage:Stage IVA, dead, 2166 days	455.0
TCGA-DQ-7592-01A	0 years, male, american indian or alaska native, stage:'--, alive, 1143 days	454.3
TCGA-CQ-5324-01A	0 years, male, white, stage:Stage III, alive, 1593 days	450.8
TCGA-CQ-6227-01A	0 years, male, white, stage:Stage IVA, dead, 129 days	450.4
TCGA-CN-A63T-01A	0 years, male, white, stage:Stage IVA, alive, 225 days	448.7
TCGA-P3-A6T4-01A	0 years, male, white, stage:Stage IVA, dead, 62 days	448.7
TCGA-BA-5558-01A	0 years, male, white, stage:'--, alive, 1995 days	445.6
TCGA-D6-6515-01A	0 years, female, white, stage:Stage II, dead, 403 days	443.8
TCGA-CV-6953-01A	0 years, female, white, stage:Stage III, dead, 1641 days	440.7
TCGA-IQ-A61J-01A	0 years, male, white, stage:Stage IVA, alive, 1021 days	440.6
TCGA-CV-5434-01A	0 years, male, black or african american, stage:Stage IVA, dead, 3314 days	439.6
TCGA-CN-6992-01A	0 years, male, white, stage:Stage IVA, alive, 1066 days	434.3
TCGA-CV-6433-01A	0 years, male, white, stage:Stage II, alive, 641 days	434.3
TCGA-UP-A6WW-01A	0 years, male, white, stage:'--, alive, 518 days	433.3
TCGA-UF-A7JT-01A	0 years, female, white, stage:Stage IVA, dead, 993 days	431.0
TCGA-WA-A7GZ-01A	0 years, male, white, stage:'--, dead, 625 days	429.7
TCGA-CN-A498-01A	0 years, female, white, stage:Stage III, dead, 773 days	429.3
TCGA-CV-7238-01A	0 years, female, white, stage:Stage II, alive, 2727 days	428.2
TCGA-CR-7364-01A	0 years, male, white, stage:Stage III, alive, 1435 days	427.1
TCGA-D6-A4Z9-01A	0 years, male, white, stage:Stage IVA, alive, 539 days	425.3
TCGA-CQ-6229-01A	0 years, male, white, stage:Stage II, alive, 1179 days	421.4
TCGA-CR-7402-01A	0 years, male, white, stage:'--, alive, 911 days	421.2
TCGA-CV-7261-01A	0 years, male, white, stage:Stage IVA, alive, 1512 days	419.8
TCGA-CV-7416-01A	0 years, female, white, stage:Stage IVA, dead, 763 days	419.6
TCGA-CN-5366-01A	0 years, male, white, stage:Stage IVA, dead, 360 days	419.6
TCGA-BA-A4II-01A	0 years, male, white, stage:Stage II, alive, 918 days	415.3
TCGA-IQ-A61H-01A	0 years, male, white, stage:Stage II, alive, 1138 days	413.3
TCGA-CV-6941-01A	0 years, male, white, stage:Stage III, dead, 342 days	412.3
TCGA-CR-7372-01A	0 years, male, white, stage:Stage I, alive, 759 days	411.2
TCGA-F7-A620-01A	0 years, male, white, stage:Stage III, alive, 543 days	411.0
TCGA-CV-7250-01A	0 years, male, white, stage:Stage IVA, dead, 2900 days	410.9
TCGA-CN-4742-01A	0 years, female, white, stage:Stage IVA, dead, 397 days	410.8
TCGA-CQ-6225-01A	0 years, male, white, stage:Stage III, dead, 403 days	410.8
TCGA-CV-A45V-01A	0 years, female, white, stage:Stage IVA, dead, 32 days	409.2
TCGA-KU-A6H7-01A	0 years, female, white, stage:Stage IVA, alive, 586 days	408.4
TCGA-CV-7429-01A	0 years, male, white, stage:Stage IVA, dead, 107 days	408.1
TCGA-CQ-A4CE-01A	0 years, female, stage:Stage II, alive, 897 days	407.1
TCGA-P3-A5QF-01A	0 years, male, white, stage:Stage IVA, dead, 330 days	406.4
TCGA-CQ-6222-01A	0 years, male, white, stage:Stage IVA, alive, 2016 days	402.2
TCGA-CV-A45U-01A	0 years, male, white, stage:Stage IVA, dead, 1079 days	398.0
TCGA-CV-5432-01A	0 years, male, white, stage:Stage III, alive, 3930 days	397.7
TCGA-CV-5435-01A	0 years, male, white, stage:Stage IVA, dead, 2319 days	397.2
TCGA-CR-6470-01A	0 years, male, white, stage:Stage II, alive, 1521 days	396.0
TCGA-CV-A465-01A	0 years, male, white, stage:Stage III, dead, 215 days	395.6
TCGA-BB-4217-01A	0 years, male, black or african american, stage:Stage IVA, alive, 187 days	395.5
TCGA-IQ-A6SH-01A	0 years, male, black or african american, stage:Stage III, alive, 471 days	394.2
TCGA-CV-5970-01A	0 years, male, white, stage:Stage IVA, dead, 406 days	391.7
TCGA-CV-6943-01A	0 years, male, white, stage:Stage III, dead, 602 days	391.6
TCGA-CV-7414-01A	0 years, male, white, stage:Stage IVA, dead, 14 days	390.4
TCGA-CV-7422-01A	0 years, female, white, stage:Stage IVA, dead, 1037 days	390.4
TCGA-CN-A63V-01A	0 years, male, white, stage:Stage IVA, alive, 679 days	387.7
TCGA-MT-A67D-01A	0 years, male, white, stage:Stage II, alive, 56 days	386.1
TCGA-CV-A6K2-01A	0 years, male, white, stage:Stage IVA, dead, 317 days	385.9
TCGA-UF-A7J9-01A	0 years, male, white, stage:Stage IVA, alive, 1358 days	384.0
TCGA-HD-A6HZ-01A	0 years, female, white, stage:Stage III, alive, 111 days	383.6
TCGA-HD-7831-01A	0 years, male, white, stage:Stage IVA, alive, 667 days	378.2
TCGA-UF-A7JD-01A	0 years, male, stage:Stage IVA, dead, 739 days	376.0
TCGA-BA-6872-01A	0 years, male, white, stage:'--, dead, 384 days	374.5
TCGA-BA-A6DD-01A	0 years, male, black or african american, stage:Stage IVA, dead, 173 days	374.1
TCGA-CR-7368-01A	0 years, male, white, stage:Stage IVA, alive, 1245 days	374.1
TCGA-TN-A7HJ-01A	0 years, male, white, stage:Stage IVA, alive, 403 days	373.4
TCGA-CR-6471-01A	0 years, male, white, stage:Stage IVA, dead, 1202 days	372.1
TCGA-CR-7394-01A	0 years, male, white, stage:Stage IVA, alive, 1346 days	372.1
TCGA-CR-7397-01A	0 years, male, white, stage:Stage IVA, alive, 754 days	371.4
TCGA-CN-6010-01A	0 years, male, white, stage:Stage IVA, alive, 1523 days	371.1
TCGA-CV-6936-01A	0 years, male, white, stage:Stage IVA, dead, 166 days	370.2
TCGA-F7-A622-01A	0 years, male, white, stage:Stage III, dead, 359 days	370.2
TCGA-DQ-5624-01A	0 years, female, white, stage:'--, alive, 1778 days	369.8
TCGA-F7-8298-01A	0 years, male, white, stage:Stage I, alive, 995 days	367.9
TCGA-CV-7235-01A	0 years, male, white, stage:Stage II, alive, 2347 days	366.4
TCGA-UF-A718-01A	0 years, male, white, stage:Stage IVA, alive, 1971 days	365.9
TCGA-CN-6989-01A	0 years, male, white, stage:Stage IVA, dead, 980 days	365.5
TCGA-CV-7253-01A	0 years, male, black or african american, stage:Stage IVA, dead, 361 days	365.2
TCGA-P3-A5Q6-01A	0 years, male, white, stage:Stage IVA, dead, 480 days	363.3
TCGA-CN-4741-01A	0 years, male, white, stage:Stage IVA, alive, 2239 days	363.0
TCGA-CV-A6JD-01A	0 years, female, white, stage:'--, dead, 182 days	361.2
TCGA-HD-7753-01A	0 years, male, black or african american, stage:Stage I, alive, 866 days	360.8
TCGA-CV-7430-01A	0 years, male, white, stage:Stage IVA, dead, 495 days	360.5
TCGA-F7-A624-01A	0 years, male, white, stage:Stage II, alive, 378 days	360.3
TCGA-BB-4223-01A	0 years, male, white, stage:Stage IVA, alive, 3221 days	359.9
TCGA-CV-5971-01A	0 years, male, white, stage:Stage IVA, alive, 701 days	359.6
TCGA-CV-A45T-01A	0 years, female, white, stage:'--, dead, 4856 days	358.8
TCGA-CR-7376-01A	0 years, male, white, stage:Stage III, alive, 972 days	358.6
TCGA-CV-5444-01A	0 years, male, black or african american, stage:Stage IVA, alive, 2437 days	358.3
TCGA-F7-A61V-01A	0 years, male, white, stage:Stage II, alive, 759 days	357.5
TCGA-CR-6488-01A	0 years, female, white, stage:Stage II, alive, 379 days	357.3
TCGA-T3-A92M-01A	0 years, male, black or african american, stage:Stage IVA, alive, 417 days	356.6
TCGA-CR-7383-01A	0 years, female, white, stage:Stage I, dead, 521 days	356.1
TCGA-CN-6013-01A	0 years, male, white, stage:Stage IVA, dead, 727 days	354.8
TCGA-QK-A6VC-01A	0 years, female, black or african american, stage:Stage IVA, alive, 600 days	354.1
TCGA-CR-6474-01A	0 years, male, white, stage:Stage IVA, dead, 564 days	352.3
TCGA-BB-A6UO-01A	0 years, female, white, stage:Stage IVA, dead, 268 days	350.5
TCGA-CV-6962-01A	0 years, male, white, stage:Stage IVA, dead, 126 days	350.0
TCGA-P3-A6T5-01A	0 years, female, white, stage:Stage IVA, dead, 882 days	349.5
TCGA-CV-7415-01A	0 years, male, white, stage:Stage IVA, dead, 695 days	348.9
TCGA-CR-7392-01A	0 years, female, white, stage:Stage IVA, alive, 1425 days	347.7
TCGA-KU-A6H8-01A	0 years, male, white, stage:Stage IVA, dead, 327 days	346.4
TCGA-CV-7423-01A	0 years, male, white, stage:Stage II, dead, 3059 days	343.4
TCGA-CV-7424-01A	0 years, male, asian, stage:Stage IVA, dead, 453 days	343.4
TCGA-BB-A6UM-01A	0 years, male, white, stage:Stage III, alive, 393 days	340.4
TCGA-MZ-A7D7-01A	0 years, male, white, stage:Stage IVA, alive, 547 days	340.1
TCGA-QK-A6IH-01A	0 years, female, white, stage:Stage IVB, alive, 653 days	339.9
TCGA-DQ-5629-01A	0 years, male, white, stage:'--, dead, 941 days	338.7
TCGA-QK-A8Z8-01A	0 years, female, black or african american, stage:Stage IVC, dead, 171 days	338.3
TCGA-CV-7407-01A	0 years, female, white, stage:Stage II, dead, 1081 days	336.3
TCGA-CN-A49A-01A	0 years, male, white, stage:Stage IVB, dead, 526 days	335.1
TCGA-CR-5243-01A	0 years, male, white, stage:'--, alive, 2562 days	334.9
TCGA-CV-6951-01A	0 years, male, white, stage:Stage IVA, dead, 915 days	333.5
TCGA-CV-5441-01A	0 years, male, white, stage:Stage IVA, alive, 2886 days	333.1
TCGA-KU-A66T-01A	0 years, female, white, stage:Stage IVA, alive, 552 days	332.5
TCGA-BA-A6DA-01A	0 years, female, white, stage:Stage IVA, alive, 351 days	332.2
TCGA-D6-6827-01A	0 years, female, white, stage:Stage I, alive, 568 days	331.5
TCGA-CN-5356-01A	0 years, male, white, stage:Stage III, alive, 1409 days	329.5
TCGA-H7-7774-01A	0 years, female, white, stage:Stage IVA, alive, 407 days	329.4
TCGA-HD-8635-01A	0 years, female, white, stage:Stage III, alive, 695 days	327.7
TCGA-CV-5431-01A	0 years, male, white, stage:Stage IVA, dead, 522 days	326.5
TCGA-CV-6945-01A	0 years, male, white, stage:Stage IVA, dead, 366 days	326.1
TCGA-BA-A8YP-01A	0 years, male, black or african american, stage:Stage IVB, alive, 499 days	323.6
TCGA-IQ-A61G-01A	0 years, male, white, stage:Stage IVA, alive, 360 days	323.5
TCGA-F7-A50G-01A	0 years, male, white, stage:Stage III, alive, 616 days	323.2
TCGA-P3-A6T8-01A	0 years, male, white, stage:Stage IVA, alive, 400 days	320.7
TCGA-CV-6955-01A	0 years, female, white, stage:Stage II, dead, 334 days	319.9
TCGA-CQ-7072-01A	0 years, male, white, stage:Stage II, alive, 2359 days	319.6
TCGA-CR-7399-01A	0 years, female, white, stage:Stage IVA, alive, 181 days	318.9
TCGA-H7-A6C4-01A	0 years, female, white, stage:Stage IVA, dead, 414 days	318.6
TCGA-UF-A7JJ-01A	0 years, male, stage:Stage IVA, alive, 549 days	317.7
TCGA-CV-6940-01A	0 years, female, white, stage:Stage III, dead, 804 days	317.6
TCGA-CX-7085-01A	0 years, female, white, stage:Stage I, alive, 321 days	317.3
TCGA-UF-A7JH-01A	0 years, male, black or african american, stage:Stage IVA, alive, 896 days	316.7
TCGA-CR-6484-01A	0 years, female, asian, stage:Stage IVA, alive, 354 days	316.2
TCGA-CV-7446-01A	0 years, male, white, stage:Stage IVA, dead, 1093 days	315.6
TCGA-WA-A7H4-01A	0 years, male, white, stage:Stage II, alive, 443 days	315.5
TCGA-CR-7404-01A	0 years, male, white, stage:'--, alive, 1472 days	314.8
TCGA-CN-4736-01A	0 years, female, white, stage:'--, dead, 395 days	312.7
TCGA-BB-4224-01A	0 years, male, white, stage:Stage IVA, alive, 278 days	311.4
TCGA-UF-A71B-01A	0 years, male, white, stage:Stage IVA, alive, 1506 days	309.6
TCGA-BA-A6DL-01A	0 years, male, white, stage:'--, alive, 623 days	308.7
TCGA-CN-A641-01A	0 years, male, white, stage:Stage IVA, alive, 367 days	306.7
TCGA-UF-A7JA-01A	0 years, female, white, stage:Stage IVA, alive, 2265 days	306.5
TCGA-CV-7180-01A	0 years, male, white, stage:Stage II, dead, 327 days	305.1
TCGA-BA-6871-01A	0 years, male, white, stage:'--, dead, 108 days	304.8
TCGA-CV-7406-01A	0 years, male, white, stage:Stage II, dead, 1748 days	304.7
TCGA-CV-A6JN-01A	0 years, male, white, stage:'--, alive, 906 days	303.6
TCGA-CR-7398-01A	0 years, female, white, stage:Stage II, alive, 156 days	303.5
TCGA-UF-A71E-01A	0 years, male, white, stage:Stage IVA, dead, 1504 days	303.4
TCGA-CV-6933-01A	0 years, male, white, stage:Stage III, dead, 2741 days	303.3
TCGA-CX-7082-01A	0 years, male, white, stage:Stage IVA, dead, 11 days	303.0
TCGA-CV-6939-01A	0 years, male, white, stage:Stage IVA, dead, 666 days	302.4
TCGA-RS-A6TO-01A	0 years, female, white, stage:Stage IVA, dead, 387 days	301.7
TCGA-QK-A652-01A	0 years, male, white, stage:Stage III, alive, 645 days	300.3
TCGA-HD-7754-01A	0 years, male, white, stage:Stage IVA, alive, 783 days	297.0
TCGA-CV-A6JT-01A	0 years, male, white, stage:Stage II, alive, 852 days	294.7
TCGA-P3-A5QE-01A	0 years, male, white, stage:Stage III, alive, 1559 days	294.5
TCGA-UF-A7JF-01A	0 years, male, white, stage:Stage IVA, alive, 1686 days	292.6
TCGA-CN-5361-01A	0 years, male, white, stage:Stage IVA, dead, 2120 days	292.1
TCGA-CR-7388-01A	0 years, female, white, stage:'--, dead, 823 days	292.1
TCGA-BB-4227-01A	0 years, male, white, stage:Stage IVA, alive, 134 days	290.9
TCGA-UF-A71A-01A	0 years, male, white, stage:Stage IVA, dead, 86 days	290.9
TCGA-CR-6480-01A	0 years, male, white, stage:'--, alive, 362 days	288.5
TCGA-D6-8568-01A	0 years, male, white, stage:Stage II, alive, 759 days	287.8
TCGA-CN-4733-01A	0 years, male, white, stage:Stage III, alive, 1586 days	287.1
TCGA-CR-6481-01A	0 years, male, white, stage:'--, alive, 311 days	286.7
TCGA-D6-6824-01A	0 years, male, white, stage:Stage IVA, alive, 77 days	284.6
TCGA-BA-A6DB-01A	0 years, female, white, stage:Stage I, alive, 216 days	282.0
TCGA-D6-A6EM-01A	0 years, female, white, stage:Stage III, alive, 232 days	281.3
TCGA-TN-A7HL-01A	0 years, male, white, stage:Stage IVA, alive, 619 days	279.4
TCGA-CV-A461-01A	0 years, male, white, stage:'--, dead, 2064 days	279.3
TCGA-CV-7248-01A	0 years, female, black or african american, stage:Stage IVA, dead, 521 days	276.9
TCGA-CR-6467-01A	0 years, male, white, stage:Stage III, alive, 1777 days	276.7
TCGA-4P-AA8J-01A	0 years, male, black or african american, stage:Stage IVA, alive, 102 days	276.1
TCGA-CV-6436-01A	0 years, male, white, stage:Stage IVA, alive, 1899 days	274.9
TCGA-D6-A6EQ-01A	0 years, male, white, stage:Stage IVA, alive, 368 days	273.6
TCGA-CV-7263-01A	0 years, male, black or african american, stage:Stage II, dead, 560 days	273.0
TCGA-CR-7389-01A	0 years, male, black or african american, stage:'--, alive, 392 days	272.6
TCGA-CR-7393-01A	0 years, male, white, stage:Stage III, alive, 993 days	272.2
TCGA-D6-A6EK-01A	0 years, male, white, stage:Stage III, alive, 875 days	271.5
TCGA-CN-4740-01A	0 years, female, white, stage:Stage IVA, dead, 839 days	270.4
TCGA-CV-5978-01A	0 years, female, black or african american, stage:Stage IVB, dead, 215 days	269.4
TCGA-CV-A468-01A	0 years, male, stage:Stage IVA, dead, 464 days	269.0
TCGA-CV-A45O-01A	0 years, male, white, stage:'--, alive, 851 days	265.4
TCGA-CV-7254-01A	0 years, male, white, stage:Stage II, dead, 1459 days	262.5
TCGA-BA-6870-01A	0 years, female, black or african american, stage:'--, dead, 451 days	262.1
TCGA-CN-5359-01A	0 years, male, white, stage:Stage IVA, dead, 377 days	261.3
TCGA-CV-7421-01A	0 years, male, white, stage:Stage IVA, dead, 2 days	256.0
TCGA-QK-A6II-01A	0 years, male, white, stage:Stage IVA, dead, 284 days	254.9
TCGA-HD-A634-01A	0 years, male, white, stage:Stage IVA, dead, 130 days	254.7
TCGA-CN-4729-01A	0 years, male, white, stage:Stage III, alive, 392 days	252.3
TCGA-CR-6482-01A	0 years, male, black or african american, stage:'--, alive, 345 days	252.3
TCGA-CN-4728-01A	0 years, male, white, stage:Stage IVA, alive, 1724 days	252.1
TCGA-CV-7242-01A	0 years, female, white, stage:Stage II, alive, 1095 days	251.1
TCGA-CQ-A4CH-01A	0 years, male, asian, stage:Stage II, dead, 379 days	250.0
TCGA-CV-7103-01A	0 years, male, white, stage:Stage IVA, dead, 1591 days	249.6
TCGA-CR-7391-01A	0 years, female, white, stage:Stage I, alive, 913 days	249.5
TCGA-IQ-7632-01A	0 years, female, white, stage:Stage IVA, alive, 441 days	248.9
TCGA-CN-6017-01A	0 years, male, white, stage:Stage IVA, dead, 853 days	247.0
TCGA-H7-A76A-01A	0 years, male, white, stage:'--, alive, 637 days	246.5
TCGA-BA-A4IH-01A	0 years, male, white, stage:'--, alive, 622 days	244.1
TCGA-HD-8224-01A	0 years, male, white, stage:Stage IVA, dead, 446 days	243.5
TCGA-D6-A4ZB-01A	0 years, male, white, stage:Stage III, alive, 376 days	243.3
TCGA-CQ-5332-01A	0 years, male, white, stage:Stage III, dead, 317 days	239.4
TCGA-F7-A50I-01A	0 years, male, white, stage:Stage IVA, alive, 92 days	238.6
TCGA-CN-5358-01A	0 years, male, white, stage:Stage II, dead, 261 days	235.4
TCGA-BB-8596-01A	0 years, female, white, stage:Stage IVA, alive, 2161 days	233.6
TCGA-CN-A497-01A	0 years, male, stage:Stage III, alive, 1065 days	232.7
TCGA-BB-4225-01A	0 years, male, white, stage:'--, alive, 146 days	232.2
TCGA-CV-6441-01A	0 years, male, white, stage:Stage III, dead, 292 days	230.3
TCGA-CX-7086-01A	0 years, male, black or african american, stage:Stage III, alive, 573 days	229.8
TCGA-CQ-6223-01A	0 years, male, white, stage:Stage II, alive, 1428 days	227.6
TCGA-CN-4735-01A	0 years, male, white, stage:Stage IVA, alive, 1737 days	219.5
TCGA-CV-A45X-01A	0 years, male, white, stage:Stage IVA, dead, 198 days	218.2
TCGA-F7-A623-01A	0 years, male, white, stage:Stage IVA, alive, 616 days	217.1
TCGA-BA-5559-01A	0 years, male, white, stage:'--, dead, 2083 days	215.1
TCGA-KU-A66S-01A	0 years, female, white, stage:Stage III, dead, 406 days	213.8
TCGA-D6-A6EN-01A	0 years, male, white, stage:Stage III, alive, 687 days	211.1
TCGA-QK-AA3K-01A	0 years, male, black or african american, stage:Stage IVA, alive, 253 days	209.1
TCGA-QK-A8Z7-01A	0 years, male, black or african american, stage:Stage IVA, alive, 392 days	208.1
TCGA-CV-A45W-01A	0 years, male, white, stage:Stage II, dead, 1398 days	205.9
TCGA-CN-5360-01A	0 years, male, white, stage:Stage IVA, alive, 2169 days	205.8
TCGA-BA-5153-01A	0 years, male, white, stage:'--, dead, 1762 days	205.6
TCGA-DQ-7591-01A	0 years, male, white, stage:'--, alive, 622 days	200.6
TCGA-CR-5250-01A	0 years, male, white, stage:'--, alive, 799 days	199.0
TCGA-CV-5443-01A	0 years, male, black or african american, stage:Stage III, alive, 2784 days	198.1
TCGA-CV-A45R-01A	0 years, male, white, stage:Stage III, alive, 5480 days	197.8
TCGA-UF-A71D-01A	0 years, female, white, stage:Stage IVA, alive, 1461 days	197.3
TCGA-CN-A63U-01A	0 years, male, white, stage:Stage IVA, alive, 964 days	192.6
TCGA-CN-6012-01A	0 years, male, white, stage:Stage IVA, alive, 1460 days	190.7
TCGA-CN-A6V6-01A	0 years, male, white, stage:Stage IVA, alive, 635 days	189.8
TCGA-CV-6942-01A	0 years, female, white, stage:Stage II, alive, 4282 days	188.5
TCGA-CN-6019-01A	0 years, male, white, stage:Stage IVA, alive, 1038 days	187.8
TCGA-D6-A74Q-01A	0 years, male, white, stage:Stage IVA, alive, 710 days	187.6
TCGA-CX-A4AQ-01A	0 years, male, white, stage:Stage IVA, alive, 1555 days	185.3
TCGA-MT-A67A-01A	0 years, female, white, stage:Stage I, alive, 914 days	184.9
TCGA-CN-6988-01A	0 years, male, white, stage:Stage IVA, alive, 318 days	184.9
TCGA-IQ-7631-01A	0 years, female, white, stage:Stage II, alive, 1172 days	183.4
TCGA-CR-5248-01A	0 years, male, white, stage:'--, alive, 1663 days	182.4
TCGA-CN-A49C-01A	0 years, male, white, stage:'--, alive, 645 days	181.6
TCGA-CV-A45Z-01A	0 years, male, white, stage:'--, dead, 1466 days	181.4
TCGA-CV-6948-01A	0 years, female, white, stage:Stage IVB, dead, 1289 days	179.6
TCGA-CV-A45Y-01A	0 years, male, american indian or alaska native, stage:Stage IVA, dead, 2703 days	179.2
TCGA-CQ-A4CI-01A	0 years, male, white, stage:Stage III, alive, 950 days	178.1
TCGA-CR-6472-01A	0 years, male, white, stage:'--, alive, 1050 days	177.3
TCGA-T2-A6WZ-01A	0 years, male, white, stage:'--, dead, 484 days	174.6
TCGA-CR-7385-01A	0 years, male, white, stage:'--, alive, 997 days	172.1
TCGA-CN-A6UY-01A	0 years, male, white, stage:Stage IVA, alive, 713 days	171.0
TCGA-HD-8314-01A	0 years, male, white, stage:Stage III, alive, 670 days	169.5
TCGA-CR-7374-01A	0 years, female, white, stage:'--, alive, 30 days	168.9
TCGA-F7-7848-01A	0 years, male, white, stage:Stage IVA, alive, 1131 days	164.5
TCGA-CN-6021-01A	0 years, female, white, stage:'--, dead, 276 days	163.3
TCGA-CV-7101-01A	0 years, male, white, stage:Stage II, dead, 160 days	159.4
TCGA-CR-6487-01A	0 years, male, white, stage:Stage I, alive, 234 days	158.4
TCGA-CN-6023-01A	0 years, male, white, stage:Stage IVA, alive, 1584 days	157.8
TCGA-CN-5374-01A	0 years, female, white, stage:Stage IVA, dead, 1732 days	156.7
TCGA-CV-A6K1-01A	0 years, male, white, stage:Stage IVA, alive, 685 days	155.9
TCGA-P3-A5Q5-01A	0 years, male, white, stage:Stage IVA, alive, 910 days	153.4
TCGA-CQ-A4C9-01A	0 years, male, stage:Stage III, alive, 707 days	148.7
TCGA-MZ-A5BI-01A	0 years, male, white, stage:'--, dead, 217 days	146.7
TCGA-QK-A6IF-01A	0 years, male, white, stage:'--, alive, 704 days	146.2
TCGA-BA-4078-01A	0 years, male, white, stage:'--, dead, 276 days	143.0
TCGA-QK-A6IJ-01A	0 years, male, white, stage:Stage III, alive, 387 days	142.8
TCGA-UF-A719-01A	0 years, male, stage:Stage II, alive, 1663 days	141.7
TCGA-CN-4739-01A	0 years, male, white, stage:Stage IVA, dead, 1394 days	141.4
TCGA-CQ-6221-01A	0 years, male, white, stage:'--, alive, 1000 days	130.1
TCGA-IQ-A61I-01A	0 years, male, black or african american, stage:Stage IVA, dead, 2 days	127.2
TCGA-P3-A6SW-01A	0 years, male, white, stage:Stage IVB, alive, 1120 days	126.2
TCGA-MT-A7BN-01A	0 years, male, white, stage:Stage IVA, alive, 469 days	123.0
TCGA-HD-A6I0-01A	0 years, male, white, stage:Stage IVA, alive, 210 days	120.1
TCGA-BA-A6D8-01A	0 years, male, black or african american, stage:Stage IVA, alive, 850 days	116.6
TCGA-QK-AA3J-01A	0 years, male, black or african american, stage:Stage I, alive, 466 days	112.9
TCGA-CV-A6JE-01A	0 years, male, white, stage:'--, alive, 1075 days	108.8
TCGA-CV-A45Q-01A	0 years, female, white, stage:'--, dead, 5152 days	103.9
TCGA-CV-5430-01A	0 years, male, white, stage:Stage IVA, alive, 4241 days	101.7
TCGA-P3-A6T6-01A	0 years, male, white, stage:Stage IVA, dead, 395 days	97.2
TCGA-QK-A8ZA-01A	0 years, male, black or african american, stage:'--, dead, 371 days	90.5
TCGA-MZ-A6I9-01A	0 years, male, white, stage:'--, dead, 489 days	89.2
TCGA-CV-A6JU-01A	0 years, female, white, stage:Stage IVB, alive, 110 days	84.3
TCGA-CV-A6JM-01A	0 years, male, white, stage:'--, dead, 194 days	79.0
TCGA-UF-A7JS-01A	0 years, male, white, stage:Stage IVA, dead, 680 days	75.2
TCGA-TN-A7HI-01A	0 years, male, white, stage:Stage IVA, alive, 412 days	59.0
TCGA-D6-A6ES-01A	0 years, male, white, stage:Stage IVA, alive, 389 days	52.5
TCGA-BA-7269-01A	0 years, male, white, stage:Stage III, alive, 1273 days	50.5
TCGA-D6-A6EP-01A	0 years, male, white, stage:Stage III, alive, 424 days	28.6
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HEAD AND NECK SQUAMOUS CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

183

Samples

Sample ID	Sample type	nRPX
CPT0162940003	Tumor	0.9
CPT0008630003	Tumor	0.9
CPT0011130005	Tumor	0.8
CPT0245600003	Tumor	0.8
CPT0235460003	Tumor	0.7
CPT0237480004	Tumor	0.6
CPT0195700003	Normal	0.6
CPT0169920003	Normal	0.6
CPT0245500003	Tumor	0.6
CPT0095040003	Tumor	0.5
CPT0177010003	Tumor	0.5
CPT0163790003	Tumor	0.5
CPT0199700003	Tumor	0.5
CPT0176770003	Tumor	0.5
CPT0245010003	Tumor	0.5
CPT0013030003	Normal	0.4
CPT0094350004	Tumor	0.4
CPT0241980004	Tumor	0.4
CPT0248520003	Tumor	0.4
CPT0163340003	Tumor	0.4
CPT0242000004	Normal	0.4
CPT0236620003	Tumor	0.3
CPT0246670003	Tumor	0.3
CPT0094560004	Tumor	0.3
CPT0194420003	Tumor	0.3
CPT0194960003	Tumor	0.3
CPT0163720003	Normal	0.3
CPT0226440003	Tumor	0.3
CPT0163840003	Tumor	0.3
CPT0226340003	Tumor	0.3
CPT0094490004	Tumor	0.3
CPT0199890003	Normal	0.3
CPT0196060003	Normal	0.3
CPT0163240003	Tumor	0.2
CPT0244940004	Tumor	0.2
CPT0088060004	Tumor	0.2
CPT0223460003	Normal	0.2
CPT0226130003	Tumor	0.2
CPT0024810003	Tumor	0.2
CPT0245190003	Normal	0.2
CPT0196040003	Tumor	0.2
CPT0169640003	Tumor	0.2
CPT0245180003	Tumor	0.2
CPT0177390003	Tumor	0.2
CPT0245300003	Tumor	0.2
CPT0226450003	Normal	0.2
CPT0194250003	Tumor	0.2
CPT0177220003	Normal	0.2
CPT0163740003	Tumor	0.2
CPT0011290003	Tumor	0.2
CPT0245730003	Tumor	0.2
CPT0127050003	Tumor	0.2
CPT0169730003	Tumor	0.2
CPT0163650003	Tumor	0.1
CPT0256560003	Tumor	0.1
CPT0235920003	Normal	0.1
CPT0008520008	Tumor	0.1
CPT0236850004	Tumor	0.1
CPT0199830003	Normal	0.1
CPT0199710003	Normal	0.1
CPT0013250003	Normal	0.1
CPT0162990004	Tumor	0.1
CPT0226030003	Tumor	0.1
CPT0261520003	Tumor	0.1
CPT0245630003	Tumor	0.1
CPT0169890003	Tumor	0.1
CPT0123180003	Tumor	0.1
CPT0123260003	Tumor	0.1
CPT0248330003	Tumor	0.1
CPT0245140003	Normal	0.0
CPT0163480003	Tumor	0.0
CPT0237130004	Tumor	0.0
CPT0220610003	Tumor	0.0
CPT0226090003	Normal	0.0
CPT0245550003	Tumor	0.0
CPT0235910003	Tumor	0.0
CPT0087990003	Tumor	0.0
CPT0177200003	Tumor	0.0
CPT0196210003	Tumor	0.0
CPT0088410003	Tumor	0.0
CPT0226400003	Normal	0.0
CPT0237620004	Tumor	0.0
CPT0163410003	Tumor	0.0
CPT0199820003	Tumor	0.0
CPT0163600003	Tumor	0.0
CPT0163490003	Normal	0.0
CPT0013430003	Tumor	0.0
CPT0223450003	Tumor	-0.1
CPT0237500003	Normal	-0.1
CPT0195880003	Normal	-0.1
CPT0094280004	Tumor	-0.1
CPT0194260003	Normal	-0.1
CPT0123280003	Normal	-0.1
C3N-01758-04	Normal	-0.1
CPT0237150003	Normal	-0.1
CPT0222360003	Tumor	-0.1
CPT0087820003	Tumor	-0.1
CPT0008930003	Tumor	-0.1
CPT0245020003	Normal	-0.1
CPT0163530003	Tumor	-0.1
CPT0220620003	Normal	-0.1
CPT0245450003	Tumor	-0.2
CPT0008960003	Normal	-0.2
CPT0190850003	Tumor	-0.2
CPT0123190003	Normal	-0.2
CPT0163020003	Normal	-0.2
CPT0177710003	Tumor	-0.2
C3N-04279-05	Normal	-0.2
CPT0163160003	Tumor	-0.2
CPT0281470002	Normal	-0.2
CPT0194800003	Normal	-0.2
CPT0194790003	Tumor	-0.2
C3N-01859-04	Normal	-0.2
CPT0084630009	Tumor	-0.2
CPT0184530003	Tumor	-0.2
CPT0245350003	Tumor	-0.2
C3N-00295-05	Normal	-0.2
CPT0195860003	Tumor	-0.2
CPT0013210004	Tumor	-0.3
CPT0169740004	Normal	-0.3
CPT0163430003	Normal	-0.3
CPT0236870003	Normal	-0.3
CPT0163090003	Tumor	-0.3
CPT0013460003	Normal	-0.3
CPT0207870004	Tumor	-0.3
CPT0245400003	Tumor	-0.3
CPT0199880003	Tumor	-0.3
CPT0246590003	Tumor	-0.3
C3N-00857-05	Normal	-0.3
CPT0226350003	Normal	-0.3
CPT0011320003	Normal	-0.3
CPT0246620003	Tumor	-0.3
CPT0245130003	Tumor	-0.3
CPT0236640003	Normal	-0.3
CPT0245060004	Tumor	-0.4
CPT0163800003	Normal	-0.4
CPT0245460003	Normal	-0.4
CPT0226390003	Tumor	-0.4
CPT0084650004	Normal	-0.4
CPT0094420004	Tumor	-0.4
CPT0163250003	Normal	-0.4
CPT0237640003	Normal	-0.4
CPT0244890004	Tumor	-0.4
CPT0088010003	Normal	-0.4
CPT0246540003	Tumor	-0.4
CPT0226270003	Normal	-0.4
CPT0278700002	Normal	-0.5
CPT0245410003	Normal	-0.5
CPT0013130003	Tumor	-0.5
CPT0163860003	Normal	-0.5
CPT0235470002	Normal	-0.5
CPT0223970003	Tumor	-0.5
CPT0162890003	Tumor	-0.5
C3N-01620-05	Normal	-0.5
CPT0163170003	Normal	-0.5
CPT0245230004	Tumor	-0.5
CPT0245680003	Tumor	-0.5
CPT0229220002	Normal	-0.5
CPT0201860004	Normal	-0.5
CPT0013000004	Tumor	-0.6
CPT0222200003	Normal	-0.6
CPT0163610003	Normal	-0.6
CPT0243090003	Tumor	-0.6
CPT0088080003	Normal	-0.6
CPT0226250004	Tumor	-0.6
CPT0248350003	Normal	-0.6
C3N-02693-06	Normal	-0.6
C3N-04275-05	Normal	-0.6
CPT0245560003	Normal	-0.6
CPT0243140004	Normal	-0.6
CPT0190860003	Normal	-0.6
CPT0163910003	Tumor	-0.6
C3N-04276-06	Normal	-0.6
CPT0094580003	Normal	-0.7
CPT0088430003	Normal	-0.7
CPT0201830004	Tumor	-0.8
CPT0250310003	Tumor	-0.8
CPT0222180003	Tumor	-0.8
CPT0195680003	Tumor	-0.8
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 CAB015336	Antibody CAB069404
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