Expression of PSAP in lung cancer - The Human Protein Atlas

LUNG CANCER - 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

PSAP is not prognostic in lung cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 712.28
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 FPKM

601.6

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	2464.8
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia, alive, 435 days	2354.1
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	1936.9
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia, dead, 950 days	1837.5
TCGA-86-7953-01A	69 years, female, white, stage:ia, alive, 997 days	1622.2
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia, alive, 1864 days	1472.9
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	1465.0
TCGA-55-8513-01A	77 years, female, white, stage:iib, alive, 791 days	1444.8
TCGA-05-4433-01A	82 years, male, stage:ib, alive, 730 days	1376.3
TCGA-55-8208-01A	73 years, female, white, stage:ia, alive, 674 days	1365.7
TCGA-64-5775-01A	71 years, male, white, stage:iiia, dead, 62 days	1356.5
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	1343.9
TCGA-05-4389-01A	70 years, male, stage:ia, alive, 1369 days	1343.0
TCGA-78-8648-01A	58 years, female, stage:iib, dead, 1209 days	1334.3
TCGA-05-4382-01A	68 years, male, stage:ib, alive, 607 days	1322.9
TCGA-86-7954-01A	68 years, female, white, stage:ib, alive, 605 days	1319.2
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	1317.5
TCGA-86-8056-01A	64 years, female, white, stage:iiia, alive, 139 days	1316.5
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	1310.8
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	1309.8
TCGA-97-7553-01A	58 years, female, white, stage:ia, alive, 1870 days	1295.8
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	1288.7
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia, alive, 610 days	1283.9
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	1266.5
TCGA-05-4432-01A	66 years, male, stage:iib, alive, 761 days	1260.4
TCGA-50-5049-01A	70 years, male, white, stage:ia, alive, 3094 days	1253.9
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	1220.9
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	1211.3
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	1205.7
TCGA-05-5425-01A	68 years, male, stage:iib, alive, 882 days	1192.0
TCGA-55-8205-01A	76 years, female, white, stage:iia, alive, 599 days	1190.7
TCGA-05-4424-01A	70 years, male, stage:iib, alive, 913 days	1182.1
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	1181.7
TCGA-55-1596-01A	55 years, male, asian, stage:iib, alive, 2065 days	1177.6
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	1169.8
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	1163.3
TCGA-91-6835-01A	81 years, female, white, stage:ia, alive, 79 days	1157.0
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	1152.9
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib, dead, 2617 days	1148.1
TCGA-05-4422-01A	68 years, male, stage:ib, alive, 365 days	1143.7
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	1143.5
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	1143.1
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	1139.1
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia, dead, 370 days	1136.2
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	1130.2
TCGA-55-8089-01A	56 years, male, white, stage:ia, dead, 702 days	1129.5
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	1104.9
TCGA-86-8671-01A	72 years, female, white, stage:iib, alive, 839 days	1101.6
TCGA-44-A4SS-01A	73 years, male, white, stage:ia, alive, 415 days	1100.4
TCGA-69-8453-01A	77 years, male, white, stage:iib, alive, 788 days	1091.4
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	1084.1
TCGA-93-7347-01A	76 years, female, white, stage:ia, alive, 683 days	1078.9
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	1067.8
TCGA-38-4626-01A	57 years, female, white, alive, 3674 days	1066.8
TCGA-73-4677-01A	75 years, male, white, dead, 38 days	1065.8
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	1062.4
TCGA-73-4659-01A	66 years, male, white, stage:iiia, dead, 711 days	1055.4
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	1052.0
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	1044.5
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	1038.9
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	1035.9
TCGA-05-4430-01A	59 years, female, stage:ib, alive, 761 days	1026.7
TCGA-05-5715-01A	69 years, female, stage:ib, alive, 62 days	1023.7
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia, alive, 805 days	1021.9
TCGA-55-6979-01A	59 years, female, white, stage:iib, dead, 237 days	1019.8
TCGA-78-7160-01A	61 years, male, white, stage:iv, dead, 697 days	1019.7
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	1019.1
TCGA-75-6206-01A	male, stage:ib, alive, 2590 days	1010.7
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	1006.9
TCGA-86-8669-01A	64 years, male, white, stage:ia, alive, 938 days	1003.8
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	1001.1
TCGA-55-8619-01A	72 years, female, white, stage:iib, alive, 416 days	996.4
TCGA-78-7146-01A	71 years, female, white, stage:iiia, dead, 173 days	993.7
TCGA-38-4627-01A	64 years, female, white, stage:iia, dead, 1147 days	987.5
TCGA-55-6970-01A	67 years, female, white, stage:iiia, dead, 464 days	987.1
TCGA-67-3770-01A	70 years, female, white, stage:ia, alive, 610 days	983.1
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	978.3
TCGA-80-5611-01A	male, stage:ib, alive, 2595 days	972.7
TCGA-55-7816-01A	49 years, female, white, stage:iv, dead, 468 days	971.5
TCGA-55-7995-01A	73 years, female, white, stage:ia, alive, 889 days	970.7
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	969.1
TCGA-05-4434-01A	67 years, female, stage:iv, dead, 457 days	967.9
TCGA-55-6712-01A	male, white, stage:iia, dead, 171 days	961.8
TCGA-86-6851-01A	73 years, female, white, stage:iia, alive, 179 days	960.4
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	959.1
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	957.9
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib, alive, 476 days	952.1
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	951.2
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	950.3
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	949.3
TCGA-97-A4M5-01A	84 years, male, white, stage:ia, alive, 634 days	949.1
TCGA-44-6777-01A	85 years, female, white, stage:ib, dead, 987 days	942.7
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	935.7
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	935.7
TCGA-64-1679-01A	58 years, female, white, stage:iiia, alive, 2488 days	935.6
TCGA-05-5420-01A	67 years, male, stage:iiia, alive, 457 days	933.1
TCGA-05-4403-01A	76 years, male, stage:ib, alive, 578 days	929.7
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	928.0
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	925.6
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	923.2
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	921.7
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	920.9
TCGA-44-7660-01A	72 years, male, white, stage:ib, alive, 592 days	920.9
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	918.4
TCGA-55-6987-01A	77 years, male, white, stage:ia, alive, 2137 days	915.3
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	913.4
TCGA-44-8117-01A	54 years, female, white, stage:ib, alive, 385 days	912.5
TCGA-64-5815-01A	74 years, male, white, stage:iib, alive, 866 days	908.4
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib, dead, 260 days	908.0
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	907.8
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	904.4
TCGA-49-6745-01A	82 years, male, white, stage:iiia, alive, 522 days	902.2
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	900.4
TCGA-73-4658-01A	80 years, female, white, stage:ib, dead, 1600 days	898.6
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	898.4
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	898.1
TCGA-55-8621-01A	75 years, female, white, stage:ia, alive, 515 days	895.2
TCGA-91-6830-01A	65 years, female, white, stage:iia, alive, 60 days	892.6
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	891.6
TCGA-97-A4M2-01A	66 years, male, white, stage:ia, alive, 624 days	890.9
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	890.5
TCGA-86-8073-01A	58 years, male, white, stage:ib, alive, 740 days	887.0
TCGA-44-A47G-01A	73 years, female, white, stage:ia, alive, 351 days	886.4
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	885.3
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	883.6
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	882.2
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	878.8
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	878.2
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	876.2
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	876.0
TCGA-50-6673-01A	84 years, female, white, stage:i, dead, 22 days	875.7
TCGA-50-5941-01A	55 years, female, white, stage:iiia, alive, 1474 days	874.1
TCGA-55-8302-01A	54 years, male, white, stage:ib, alive, 478 days	872.7
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	872.5
TCGA-95-7039-01A	54 years, female, white, stage:iib, alive, 1272 days	869.8
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	869.3
TCGA-55-8206-01A	56 years, male, white, stage:ia, alive, 888 days	869.2
TCGA-05-4426-01A	71 years, male, stage:ib, alive, 791 days	867.6
TCGA-55-6968-01A	61 years, male, white, stage:iv, dead, 1293 days	866.4
TCGA-97-7552-01A	70 years, male, white, stage:ib, alive, 1932 days	865.4
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	865.4
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	864.5
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	864.3
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	863.4
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	863.1
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	862.9
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	862.4
TCGA-44-6779-01A	50 years, female, white, stage:iib, dead, 500 days	861.3
TCGA-44-2657-01A	74 years, female, white, stage:ib, alive, 1351 days	859.1
TCGA-44-2662-01A	65 years, male, white, stage:ib, alive, 1280 days	859.0
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib, alive, 486 days	857.8
TCGA-73-4666-01A	52 years, female, white, stage:iv, alive, 800 days	856.0
TCGA-05-4425-01A	70 years, female, stage:iv, alive, 669 days	855.1
TCGA-50-6592-01A	71 years, female, white, stage:ib, dead, 777 days	854.4
TCGA-55-6982-01A	female, white, stage:iib, dead, 995 days	850.6
TCGA-35-4122-01A	69 years, male, white, stage:ia, alive, 225 days	849.7
TCGA-55-6971-01A	59 years, female, white, stage:ib, alive, 1400 days	847.9
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	847.4
TCGA-55-7994-01A	81 years, male, white, stage:iib, alive, 603 days	843.3
TCGA-50-5936-01A	58 years, male, white, stage:iiia, dead, 257 days	843.1
TCGA-97-7547-01A	67 years, female, white, stage:ib, alive, 1965 days	842.0
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	838.6
TCGA-50-5939-01A	85 years, male, white, stage:ib, dead, 460 days	837.3
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	832.8
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	832.7
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	832.6
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	832.6
TCGA-55-8510-01A	55 years, female, white, stage:ib, alive, 539 days	825.8
TCGA-44-6145-01A	62 years, female, white, stage:ia, alive, 595 days	825.4
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	821.3
TCGA-38-4629-01A	68 years, male, white, stage:iib, dead, 864 days	821.3
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia, dead, 561 days	821.1
TCGA-55-5899-01A	male, white, alive, 930 days	820.1
TCGA-55-8301-01A	59 years, male, white, stage:ib, alive, 534 days	819.7
TCGA-67-3774-01A	73 years, female, white, stage:ib, alive, 385 days	818.6
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	816.3
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	815.3
TCGA-44-2661-01A	69 years, female, white, stage:ia, alive, 1159 days	815.3
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	812.7
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	811.4
TCGA-55-6642-01A	63 years, male, white, stage:ib, alive, 2449 days	807.7
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	807.6
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	803.0
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	802.5
TCGA-91-8496-01A	63 years, female, white, stage:ib, alive, 505 days	801.6
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	800.7
TCGA-55-7284-01B	74 years, male, white, stage:iib, dead, 243 days	800.6
TCGA-86-7711-01A	70 years, male, white, stage:iia, dead, 1046 days	800.6
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	800.4
TCGA-91-8497-01A	75 years, female, white, stage:ia, dead, 434 days	799.9
TCGA-95-8039-01A	72 years, male, white, stage:ia, alive, 830 days	798.6
TCGA-91-6840-01A	59 years, female, white, stage:ia, alive, 372 days	798.5
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	797.6
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	797.5
TCGA-73-4675-01A	59 years, male, white, stage:iiia, dead, 922 days	796.6
TCGA-78-8662-01A	53 years, female, stage:ib, dead, 3361 days	796.1
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	793.4
TCGA-44-6775-01A	72 years, female, white, stage:ib, alive, 705 days	793.3
TCGA-50-6593-01A	49 years, female, white, stage:iiia, dead, 336 days	790.7
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	790.5
TCGA-75-5125-01A	male, stage:iib, dead, 2027 days	790.0
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib, dead, 896 days	787.2
TCGA-86-A456-01A	78 years, female, asian, stage:ia, alive, 896 days	787.2
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	786.8
TCGA-50-5944-01A	69 years, female, white, stage:ia, alive, 1750 days	785.5
TCGA-44-3919-01A	71 years, female, white, stage:ia, dead, 1026 days	785.0
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	784.2
TCGA-44-7672-01A	52 years, female, white, stage:ia, alive, 719 days	781.6
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib, alive, 2248 days	776.8
TCGA-78-7539-01A	75 years, female, white, stage:iia, alive, 791 days	775.4
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	775.2
TCGA-50-8459-01A	68 years, male, white, stage:iib, alive, 1119 days	774.5
TCGA-55-A491-01A	81 years, female, white, stage:ia, alive, 626 days	770.1
TCGA-69-7978-01A	59 years, male, white, stage:iib, alive, 134 days	770.0
TCGA-05-4402-01A	57 years, female, stage:iv, dead, 244 days	769.3
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia, alive, 513 days	769.0
TCGA-97-A4LX-01A	81 years, male, white, stage:ib, alive, 614 days	768.8
TCGA-95-8494-01A	67 years, male, white, stage:iia, alive, 84 days	766.9
TCGA-91-7771-01A	62 years, male, white, stage:iib, alive, 492 days	765.9
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	765.9
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	765.5
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia, alive, 1118 days	765.3
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	763.7
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	763.1
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia, alive, 565 days	762.8
TCGA-50-5045-01A	57 years, female, black or african american, dead, 2174 days	762.4
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	762.0
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	759.6
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	758.8
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	758.4
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	757.8
TCGA-05-4384-01A	66 years, male, stage:iiia, alive, 426 days	757.4
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	756.0
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	756.0
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	755.3
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	755.3
TCGA-44-4112-01A	60 years, female, white, stage:ib, dead, 808 days	754.4
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	751.5
TCGA-J2-8192-01A	65 years, female, white, stage:iia, alive, 739 days	751.0
TCGA-44-3396-01A	74 years, female, white, stage:iiia, alive, 1130 days	751.0
TCGA-73-4676-01A	45 years, male, white, stage:iia, dead, 281 days	750.1
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia, alive, 13 days	749.9
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	749.5
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	748.9
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	744.8
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	743.9
TCGA-86-8076-01A	42 years, male, white, stage:ia, alive, 993 days	743.8
TCGA-MP-A4T7-01A	75 years, female, stage:iv, dead, 167 days	743.3
TCGA-53-7626-01A	76 years, female, white, stage:iia, dead, 929 days	743.2
TCGA-62-8397-01A	70 years, female, white, stage:iib, alive, 1289 days	742.0
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia, dead, 429 days	741.9
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	740.5
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia, dead, 1265 days	740.0
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	739.4
TCGA-05-4397-01A	65 years, male, stage:iib, dead, 731 days	737.7
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	736.7
TCGA-55-1592-01A	male, white, stage:ia, dead, 701 days	736.1
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	735.1
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	733.1
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	731.7
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	731.0
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	730.9
TCGA-05-4420-01A	41 years, male, stage:ib, alive, 912 days	729.7
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	729.7
TCGA-50-5930-01A	47 years, male, white, stage:iiia, dead, 282 days	727.9
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	727.1
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	725.8
TCGA-55-8511-01A	73 years, female, white, stage:ib, alive, 552 days	725.7
TCGA-86-8075-01A	66 years, female, white, stage:ib, dead, 694 days	724.1
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	723.7
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	723.1
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	722.2
TCGA-55-7724-01A	76 years, female, white, stage:ib, alive, 705 days	722.2
TCGA-38-4628-01A	65 years, female, white, stage:iib, dead, 1492 days	719.6
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	718.3
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	717.2
TCGA-55-6978-01A	male, white, stage:iia, dead, 176 days	716.1
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	714.4
TCGA-91-6829-01A	79 years, male, white, stage:ib, dead, 1258 days	714.2
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	712.5
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	712.1
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	712.0
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	710.8
TCGA-86-8668-01A	61 years, female, white, stage:ia, alive, 423 days	709.8
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	709.7
TCGA-50-5932-01A	75 years, male, white, stage:iib, dead, 1235 days	709.5
TCGA-55-8094-01A	51 years, male, white, stage:iv, alive, 541 days	709.3
TCGA-69-7761-01A	85 years, male, white, stage:ib, alive, 186 days	709.0
TCGA-49-6743-01A	81 years, female, white, stage:iiia, alive, 1621 days	708.5
TCGA-55-6543-01A	female, white, stage:ia, alive, 435 days	707.7
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	705.9
TCGA-83-5908-01A	59 years, female, white, stage:ia, alive, 824 days	703.2
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	703.1
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv, dead, 1357 days	700.3
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	699.9
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	697.5
TCGA-67-6216-01A	57 years, female, white, stage:ia, alive, 141 days	697.5
TCGA-97-8552-01A	55 years, female, white, stage:i, alive, 626 days	697.3
TCGA-75-6212-01A	female, stage:iib, dead, 1516 days	697.1
TCGA-95-7948-01A	42 years, female, white, stage:ib, alive, 476 days	695.1
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	694.6
TCGA-44-6774-01A	56 years, female, white, stage:iiia, alive, 658 days	693.7
TCGA-55-8085-01A	64 years, male, white, stage:ia, alive, 904 days	692.6
TCGA-44-2659-01A	65 years, female, white, stage:iib, alive, 1367 days	692.1
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib, alive, 889 days	691.9
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia, alive, 1013 days	690.1
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia, alive, 664 days	689.8
TCGA-50-6590-01A	72 years, female, white, stage:ib, dead, 1288 days	687.5
TCGA-97-8177-01A	59 years, female, white, stage:ib, alive, 499 days	687.4
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	687.3
TCGA-91-6828-01A	70 years, male, white, stage:ia, alive, 323 days	687.0
TCGA-44-7661-01A	69 years, female, white, stage:ib, dead, 557 days	686.0
TCGA-69-7763-01A	69 years, male, white, stage:ia, alive, 690 days	685.5
TCGA-49-6744-01A	64 years, female, white, stage:iia, alive, 1683 days	683.6
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	683.4
TCGA-44-7670-01A	47 years, female, white, stage:iia, alive, 882 days	683.0
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	682.7
TCGA-44-3398-01A	77 years, female, white, stage:ia, alive, 1163 days	682.5
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	681.6
TCGA-44-2655-01A	65 years, female, white, stage:ia, alive, 1324 days	680.6
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	680.3
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	679.4
TCGA-38-7271-01A	72 years, female, white, stage:ia, dead, 800 days	678.9
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	676.0
TCGA-05-4249-01A	67 years, male, stage:ib, alive, 1523 days	675.2
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	672.6
TCGA-67-3772-01A	82 years, female, white, stage:ib, alive, 573 days	672.3
TCGA-62-A46S-01A	73 years, male, white, stage:ib, dead, 1653 days	672.3
TCGA-44-6148-01A	60 years, male, white, stage:ia, alive, 704 days	671.8
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	670.6
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	669.6
TCGA-55-7907-01A	77 years, male, white, stage:iia, dead, 343 days	668.6
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	668.1
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	667.9
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia, alive, 35 days	665.8
TCGA-86-8280-01A	54 years, female, white, stage:iia, alive, 701 days	665.1
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia, alive, 1175 days	664.0
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	662.8
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia, alive, 1432 days	661.5
TCGA-35-5375-01A	61 years, male, white, stage:iiia, alive, 264 days	659.8
TCGA-55-8096-01A	67 years, female, white, stage:ib, dead, 719 days	659.5
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	659.2
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	659.0
TCGA-78-8660-01A	69 years, male, stage:iib, dead, 321 days	658.9
TCGA-05-4396-01A	76 years, male, stage:iiib, dead, 303 days	658.1
TCGA-86-6562-01A	52 years, male, white, stage:iia, dead, 376 days	657.9
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	657.9
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv, alive, 578 days	657.6
TCGA-05-4398-01A	47 years, female, stage:iiib, alive, 1431 days	656.2
TCGA-MP-A4TK-01A	56 years, female, stage:iib, dead, 582 days	655.2
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	654.7
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib, alive, 670 days	654.6
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	653.9
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	651.9
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	651.3
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	650.4
TCGA-MP-A4TJ-01A	62 years, female, stage:ia, dead, 339 days	649.1
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	647.8
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	647.3
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	646.8
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	646.4
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	645.2
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	644.9
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	644.8
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	643.7
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	642.1
TCGA-62-8398-01A	55 years, male, white, stage:iiia, dead, 444 days	642.0
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib, alive, 1442 days	641.9
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	641.7
TCGA-78-7633-01A	67 years, male, white, stage:ib, dead, 1528 days	641.0
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	639.8
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	639.1
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	638.2
TCGA-O1-A52J-01A	74 years, female, white, stage:ia, dead, 1798 days	638.0
TCGA-49-4501-01A	67 years, female, white, stage:ib, dead, 1421 days	636.6
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	635.5
TCGA-44-8119-01A	73 years, male, white, stage:iib, alive, 285 days	634.9
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	633.0
TCGA-38-4625-01A	66 years, female, white, stage:ib, alive, 2973 days	632.7
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	632.4
TCGA-55-7728-01A	64 years, female, white, stage:ib, alive, 704 days	632.2
TCGA-67-4679-01B	69 years, male, white, alive, 448 days	629.4
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	629.3
TCGA-05-4417-01A	51 years, female, stage:ib, alive, 455 days	629.0
TCGA-75-5146-01A	male, stage:ib, alive, 2368 days	628.8
TCGA-05-4418-01A	69 years, male, stage:iiia, dead, 274 days	628.7
TCGA-69-7980-01A	70 years, female, white, stage:i, alive, 362 days	628.7
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	628.6
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	628.5
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	628.2
TCGA-73-4670-01A	69 years, female, white, stage:iv, alive, 131 days	626.2
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	626.1
TCGA-91-6848-01A	59 years, male, white, stage:iiia, alive, 224 days	625.8
TCGA-55-8507-01A	53 years, male, white, stage:ia, alive, 418 days	625.3
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia, alive, 741 days	622.5
TCGA-55-1594-01A	68 years, male, white, stage:iiia, alive, 1178 days	619.4
TCGA-49-6767-01A	46 years, female, white, stage:iib, alive, 677 days	619.1
TCGA-78-7167-01A	77 years, male, white, stage:iv, dead, 2681 days	618.3
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	618.3
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	617.7
TCGA-49-4505-01A	61 years, female, white, stage:iib, dead, 428 days	613.9
TCGA-55-8091-01A	75 years, male, white, stage:ib, alive, 600 days	613.4
TCGA-55-7227-01A	77 years, male, white, stage:iiia, dead, 952 days	612.9
TCGA-86-8055-01A	79 years, male, white, stage:iia, dead, 124 days	612.4
TCGA-69-7765-01A	56 years, male, black or african american, alive, 165 days	611.9
TCGA-55-8204-01A	87 years, female, white, stage:ib, alive, 515 days	611.6
TCGA-62-A470-01A	84 years, male, white, stage:ib, dead, 1194 days	610.4
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	610.0
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	609.6
TCGA-38-A44F-01A	80 years, male, white, stage:ib, alive, 133 days	609.4
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib, dead, 1778 days	608.2
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	607.8
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	606.2
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	605.9
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	605.8
TCGA-50-5051-01A	42 years, female, white, stage:iiia, dead, 478 days	604.1
TCGA-35-4123-01A	38 years, male, white, stage:ia, alive, 182 days	603.6
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia, alive, 546 days	603.0
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib, dead, 1501 days	602.9
TCGA-75-5147-01A	female, stage:ib, alive, 1333 days	602.6
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	601.9
TCGA-97-A4M7-01A	74 years, male, white, stage:ia, alive, 629 days	601.9
TCGA-97-8176-01A	63 years, male, white, stage:iiia, dead, 468 days	601.3
TCGA-97-8174-01A	67 years, male, white, stage:iia, dead, 164 days	600.8
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	600.2
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	600.1
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	598.8
TCGA-97-7554-01A	83 years, female, white, stage:iiia, alive, 775 days	598.7
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	598.6
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	598.3
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	598.1
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	598.1
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	597.0
TCGA-78-8655-01A	77 years, female, stage:ia, alive, 2360 days	596.7
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	596.0
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	595.2
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	592.4
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	592.1
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia, dead, 574 days	591.8
TCGA-67-3773-01A	84 years, female, white, stage:ib, alive, 427 days	591.6
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	591.5
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib, alive, 260 days	591.0
TCGA-49-4488-01A	74 years, female, white, stage:ia, dead, 869 days	589.5
TCGA-05-4427-01A	65 years, female, stage:iib, alive, 791 days	589.2
TCGA-50-5933-01A	72 years, male, white, stage:iiib, dead, 2393 days	588.7
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	587.9
TCGA-78-7536-01A	70 years, male, white, stage:iiia, dead, 244 days	587.6
TCGA-86-8074-01A	62 years, female, white, stage:iia, alive, 24 days	587.1
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	586.3
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	585.6
TCGA-50-5931-01A	75 years, female, white, stage:ib, dead, 434 days	585.5
TCGA-05-4250-01A	79 years, female, stage:iiia, dead, 121 days	584.8
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	583.4
TCGA-55-6985-01A	58 years, female, white, stage:ib, alive, 1233 days	583.2
TCGA-44-7662-01A	61 years, male, white, stage:ib, alive, 218 days	582.6
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	582.4
TCGA-97-A4M6-01A	45 years, female, white, stage:ia, alive, 568 days	581.6
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	581.0
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	580.6
TCGA-69-8254-01A	85 years, male, white, alive, 409 days	579.3
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	578.6
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	578.5
TCGA-55-8299-01A	61 years, female, white, stage:ia, dead, 469 days	578.4
TCGA-86-A4P7-01A	63 years, female, white, stage:ib, alive, 415 days	578.0
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	578.0
TCGA-50-5055-01A	79 years, female, white, stage:iia, dead, 1830 days	577.3
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	577.3
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	576.0
TCGA-64-1680-01A	63 years, male, white, stage:iv, alive, 1126 days	575.8
TCGA-95-A4VN-01A	62 years, female, white, stage:iia, alive, 553 days	574.6
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	574.5
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	574.0
TCGA-55-8207-01A	73 years, male, white, stage:ib, alive, 977 days	573.6
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	573.6
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	570.4
TCGA-97-8172-01A	75 years, female, white, stage:ib, alive, 545 days	570.3
TCGA-97-8175-01A	55 years, female, white, stage:ib, alive, 551 days	569.2
TCGA-78-7145-01A	52 years, female, white, stage:iv, dead, 826 days	568.9
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	567.9
TCGA-L9-A444-01A	60 years, female, white, stage:ia, alive, 307 days	567.8
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	567.3
TCGA-J2-8194-01A	69 years, female, white, stage:iib, alive, 724 days	566.8
TCGA-55-A493-01A	54 years, female, white, stage:ib, alive, 28 days	566.5
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	566.2
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	566.1
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	566.0
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	565.3
TCGA-55-6983-01A	male, white, stage:iib, alive, 2823 days	564.8
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	564.4
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	563.9
TCGA-69-7974-01A	54 years, female, white, stage:iiia, alive, 184 days	563.3
TCGA-44-6146-01A	64 years, male, white, stage:iib, alive, 728 days	562.1
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	561.5
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia, alive, 852 days	560.0
TCGA-78-8640-01A	59 years, male, stage:iia, alive, 7062 days	560.0
TCGA-50-5946-01A	62 years, male, white, stage:ia, alive, 1617 days	559.2
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	558.9
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	557.7
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	557.4
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib, alive, 1893 days	556.8
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia, alive, 1125 days	556.6
TCGA-55-6986-01A	female, white, stage:ib, alive, 3261 days	556.3
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	556.2
TCGA-49-4487-01A	72 years, female, white, stage:ia, dead, 855 days	554.7
TCGA-50-5072-01A	74 years, male, white, stage:iiia, dead, 250 days	554.0
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia, dead, 442 days	553.8
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	553.4
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	552.9
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	552.2
TCGA-62-8402-01A	73 years, female, white, stage:iiia, dead, 1498 days	551.2
TCGA-50-8460-01A	74 years, male, white, stage:ia, alive, 829 days	551.1
TCGA-69-7973-01A	42 years, female, white, stage:ib, alive, 230 days	550.9
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia, alive, 603 days	550.8
TCGA-78-7162-01A	75 years, male, white, stage:ia, dead, 3169 days	550.1
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib, alive, 522 days	549.9
TCGA-86-8278-01A	63 years, female, white, stage:iib, alive, 944 days	549.7
TCGA-97-8547-01A	78 years, female, stage:iiia, alive, 657 days	549.7
TCGA-99-7458-01A	74 years, female, white, stage:iiia, alive, 747 days	549.5
TCGA-55-8090-01A	80 years, male, white, stage:ia, dead, 598 days	548.9
TCGA-53-7624-01A	40 years, female, white, stage:iv, dead, 1043 days	548.0
TCGA-73-4662-01A	65 years, female, white, stage:ia, alive, 2515 days	547.8
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia, dead, 550 days	546.4
TCGA-95-7947-01A	67 years, male, white, stage:ia, alive, 477 days	545.3
TCGA-05-5423-01A	65 years, male, stage:iib, alive, 151 days	545.0
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	544.2
TCGA-44-2665-01A	55 years, female, white, stage:iib, alive, 1301 days	543.0
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	542.8
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	541.7
TCGA-44-6776-01A	60 years, female, white, stage:ia, alive, 2616 days	541.1
TCGA-55-7914-01A	71 years, female, white, stage:iia, dead, 187 days	540.0
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	539.9
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia, alive, 658 days	539.8
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	539.5
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	539.3
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia, alive, 4992 days	538.8
TCGA-38-6178-01A	70 years, female, white, stage:iiia, alive, 448 days	538.6
TCGA-78-7163-01A	60 years, male, white, stage:ib, alive, 7248 days	538.6
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	538.5
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	538.0
TCGA-55-7573-01A	72 years, female, white, stage:ia, alive, 487 days	538.0
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	537.8
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	535.7
TCGA-78-7152-01A	65 years, male, white, stage:ib, dead, 1215 days	533.9
TCGA-99-8032-01A	62 years, male, white, stage:ia, alive, 44 days	533.8
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	533.8
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	533.5
TCGA-86-7701-01A	66 years, male, white, stage:iv, alive, 947 days	533.4
TCGA-55-6980-01A	male, white, stage:ia, alive, 2109 days	533.3
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	532.6
TCGA-78-7220-01A	53 years, female, white, stage:iiia, dead, 807 days	531.8
TCGA-MP-A4SV-01A	67 years, male, stage:ib, dead, 2620 days	531.6
TCGA-67-6217-01A	73 years, female, white, stage:iia, alive, 422 days	528.9
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	528.8
TCGA-55-7911-01A	70 years, female, white, stage:ia, alive, 537 days	528.6
TCGA-93-7348-01A	75 years, female, white, stage:ia, alive, 531 days	528.5
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	528.4
TCGA-97-A4M0-01A	60 years, female, white, stage:ib, alive, 652 days	528.0
TCGA-93-A4JO-01A	70 years, male, white, stage:ia, dead, 33 days	527.4
TCGA-55-6981-01A	53 years, female, white, stage:iiia, dead, 1379 days	525.6
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	525.6
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	525.2
TCGA-64-5781-01A	55 years, female, white, stage:ib, alive, 1559 days	525.0
TCGA-71-8520-01A	60 years, female, asian, stage:ib, dead, 210 days	524.5
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	524.3
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	524.1
TCGA-78-7537-01A	72 years, male, stage:ib, dead, 1622 days	524.1
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia, dead, 414 days	523.2
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	522.8
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	522.6
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	521.7
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	521.4
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	520.6
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	520.5
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	519.3
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia, alive, 4765 days	519.3
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	518.5
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	518.5
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	518.1
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	516.7
TCGA-91-A4BD-01A	78 years, male, white, stage:iia, alive, 603 days	516.6
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	516.0
TCGA-55-7574-01A	64 years, female, white, stage:ib, dead, 995 days	514.5
TCGA-35-3615-01A	57 years, male, white, stage:ib, alive, 14 days	514.2
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	514.1
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	513.6
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	513.5
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	513.2
TCGA-50-6595-01A	74 years, female, white, stage:iiia, dead, 189 days	512.2
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	511.2
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	510.0
TCGA-05-4415-01A	57 years, male, stage:iiib, dead, 91 days	508.4
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	508.0
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	507.6
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia, alive, 426 days	507.4
TCGA-05-4405-01A	74 years, female, stage:ib, alive, 610 days	506.9
TCGA-55-A492-01A	70 years, female, white, stage:ia, alive, 596 days	506.1
TCGA-97-8179-01A	72 years, male, white, stage:ia, alive, 435 days	505.9
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	505.2
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	504.9
TCGA-44-3918-01A	60 years, female, white, stage:ia, alive, 1036 days	504.4
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	504.4
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	504.3
TCGA-55-7281-01A	70 years, female, white, stage:ia, alive, 872 days	502.8
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	502.6
TCGA-44-3917-01A	33 years, female, white, stage:ib, alive, 1183 days	502.4
TCGA-78-7154-01A	72 years, male, white, stage:iiia, dead, 593 days	502.2
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	500.9
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia, alive, 3759 days	499.7
TCGA-78-7148-01A	71 years, male, white, stage:iib, dead, 626 days	498.7
TCGA-55-A4DF-01A	88 years, male, white, stage:ia, dead, 614 days	498.4
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia, dead, 74 days	497.6
TCGA-91-6836-01A	52 years, female, white, stage:ib, alive, 417 days	496.8
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	494.3
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	493.2
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	492.9
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	492.7
TCGA-64-1677-01A	78 years, female, white, stage:iiia, dead, 628 days	491.5
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	491.2
TCGA-62-8399-01A	62 years, male, white, stage:iiia, alive, 2696 days	488.7
TCGA-55-8092-01A	75 years, male, white, stage:iib, dead, 154 days	488.7
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	488.7
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	488.1
TCGA-91-8499-01A	76 years, female, white, stage:ia, alive, 36 days	486.6
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia, alive, 988 days	486.5
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	486.5
TCGA-86-8672-01A	59 years, male, white, stage:iib, dead, 19 days	486.5
TCGA-50-7109-01A	60 years, male, white, stage:ia, dead, 308 days	486.2
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	485.2
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	484.1
TCGA-38-4630-01A	75 years, female, white, stage:ib, dead, 1073 days	483.5
TCGA-62-8395-01A	80 years, female, white, stage:iib, alive, 1216 days	481.4
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	479.9
TCGA-93-8067-01A	77 years, male, asian, stage:ib, alive, 186 days	479.7
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia, dead, 307 days	479.6
TCGA-55-8620-01A	60 years, male, white, stage:iv, dead, 375 days	479.4
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	478.4
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	477.5
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	476.0
TCGA-55-8614-01A	76 years, male, white, stage:ib, alive, 536 days	475.7
TCGA-MP-A4T8-01A	68 years, male, stage:iiia, dead, 161 days	475.5
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	474.7
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	474.6
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia, alive, 1071 days	474.1
TCGA-78-7155-01A	68 years, male, white, stage:ib, dead, 1171 days	473.0
TCGA-55-8505-01A	62 years, male, white, stage:iiia, alive, 440 days	472.9
TCGA-49-6761-01A	68 years, female, white, stage:iiia, alive, 354 days	472.8
TCGA-67-6215-01A	52 years, female, white, stage:ib, alive, 174 days	467.7
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	466.7
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	466.5
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	466.4
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	466.0
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	465.3
TCGA-55-8506-01A	62 years, female, white, stage:iib, alive, 11 days	463.6
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia, alive, 526 days	463.2
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	462.4
TCGA-55-8097-01A	60 years, female, white, stage:ia, alive, 476 days	462.4
TCGA-97-A4M1-01A	52 years, female, white, stage:ia, alive, 601 days	461.2
TCGA-55-6975-01A	male, white, stage:iib, dead, 118 days	460.8
TCGA-86-8673-01A	61 years, male, white, stage:ib, alive, 862 days	460.1
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	460.1
TCGA-62-A471-01A	64 years, male, white, stage:iib, alive, 1246 days	459.1
TCGA-75-7025-01A	male, stage:ib, alive, 3305 days	459.0
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	458.7
TCGA-44-A47B-01A	79 years, male, white, stage:ib, alive, 287 days	458.0
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	457.6
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia, dead, 87 days	457.5
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia, dead, 896 days	457.3
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	456.0
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia, dead, 625 days	455.1
TCGA-05-5428-01A	57 years, male, stage:iia, alive, 670 days	454.9
TCGA-55-8087-01A	59 years, female, white, stage:ib, alive, 462 days	453.3
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	452.6
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	452.3
TCGA-93-A4JN-01A	71 years, male, white, stage:iv, alive, 718 days	452.3
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	451.9
TCGA-62-A46O-01A	65 years, female, white, stage:ib, dead, 1454 days	451.8
TCGA-L4-A4E5-01A	48 years, female, white, stage:i, alive, 578 days	450.4
TCGA-73-7499-01A	81 years, female, white, stage:ib, dead, 1531 days	449.9
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	449.1
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	448.8
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	448.3
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	448.1
TCGA-49-4506-01A	68 years, female, white, stage:iib, dead, 999 days	448.1
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	448.1
TCGA-78-7159-01A	60 years, female, white, stage:ia, alive, 1974 days	448.0
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	447.7
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	447.6
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	446.9
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib, alive, 2261 days	446.9
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	445.7
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	444.5
TCGA-73-7498-01A	58 years, female, white, stage:ia, alive, 1189 days	443.4
TCGA-95-7567-01A	61 years, male, white, stage:iib, alive, 568 days	443.4
TCGA-62-A472-01A	70 years, male, white, stage:iib, alive, 910 days	443.2
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	443.2
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	442.9
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	442.7
TCGA-86-8358-01A	44 years, male, white, stage:ib, alive, 653 days	442.6
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	442.3
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	441.3
TCGA-91-6831-01A	66 years, male, white, stage:ib, alive, 310 days	441.2
TCGA-55-A48Y-01A	69 years, male, white, stage:iia, alive, 630 days	440.2
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	437.6
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	437.5
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib, alive, 467 days	436.2
TCGA-75-7027-01A	male, stage:ib, alive, 3059 days	435.9
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia, alive, 84 days	435.9
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib, alive, 15 days	435.3
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	434.7
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	434.2
TCGA-50-5068-01A	59 years, female, white, stage:iib, dead, 1499 days	433.7
TCGA-55-7815-01A	77 years, male, stage:ib, alive, 773 days	433.1
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	432.6
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	431.2
TCGA-97-7546-01A	76 years, female, white, stage:ia, alive, 1285 days	430.9
TCGA-64-1681-01A	61 years, female, white, stage:ia, dead, 1167 days	430.2
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia, alive, 651 days	430.2
TCGA-97-A4M3-01A	69 years, female, white, stage:ia, alive, 540 days	429.5
TCGA-97-7938-01A	76 years, female, white, stage:ia, dead, 18 days	429.2
TCGA-05-4390-01A	58 years, female, stage:ib, alive, 1126 days	429.0
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia, alive, 1079 days	428.6
TCGA-78-7153-01A	65 years, female, white, stage:ib, alive, 3635 days	428.4
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	428.4
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia, alive, 824 days	427.7
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	426.9
TCGA-44-2666-01A	43 years, male, white, stage:ib, dead, 97 days	426.5
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	426.4
TCGA-55-A48X-01A	63 years, female, white, stage:iia, alive, 689 days	425.3
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	425.1
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia, alive, 617 days	424.2
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia, dead, 879 days	423.8
TCGA-55-8615-01A	67 years, male, white, stage:iiia, alive, 446 days	422.5
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	422.3
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	420.1
TCGA-64-5778-01A	60 years, male, white, stage:ib, alive, 1305 days	418.0
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	417.5
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia, alive, 2161 days	417.3
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	417.1
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia, dead, 4 days	416.8
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	416.4
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv, dead, 58 days	416.2
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	415.6
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	413.9
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	413.6
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	413.6
TCGA-80-5608-01A	female, stage:ia, alive, 2832 days	413.4
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	412.7
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib, dead, 340 days	411.9
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	411.6
TCGA-91-A4BC-01A	59 years, male, white, stage:iia, alive, 44 days	411.5
TCGA-97-7941-01A	72 years, female, white, stage:ia, alive, 484 days	410.9
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	410.4
TCGA-62-8394-01A	65 years, female, white, stage:iiib, dead, 139 days	409.3
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	407.4
TCGA-78-7540-01A	66 years, female, white, stage:ib, dead, 1197 days	406.9
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	406.9
TCGA-75-6214-01A	female, stage:iiia, dead, 1115 days	406.8
TCGA-86-7713-01A	70 years, male, white, stage:iia, alive, 1157 days	405.3
TCGA-86-8585-01A	57 years, male, white, stage:ib, alive, 353 days	405.0
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	404.9
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	404.0
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	403.8
TCGA-55-8203-01A	69 years, female, white, stage:ia, alive, 547 days	403.7
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	403.2
TCGA-78-7156-01A	62 years, male, white, stage:iv, dead, 976 days	402.6
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	402.2
TCGA-50-5942-01A	67 years, female, white, stage:ia, alive, 1847 days	402.1
TCGA-69-7760-01A	73 years, male, white, stage:iib, alive, 202 days	401.2
TCGA-86-A4D0-01A	48 years, male, white, stage:iia, dead, 116 days	400.1
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	399.3
TCGA-64-5779-01A	61 years, male, white, stage:iiia, alive, 864 days	398.6
TCGA-99-8033-01A	74 years, female, white, stage:iv, dead, 656 days	398.2
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia, alive, 605 days	398.1
TCGA-78-7147-01A	67 years, female, white, stage:iib, dead, 586 days	398.0
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	397.5
TCGA-44-5644-01A	51 years, female, white, stage:ib, alive, 863 days	397.2
TCGA-55-8512-01A	41 years, male, white, stage:iv, dead, 607 days	396.6
TCGA-86-8674-01A	50 years, male, white, stage:iia, alive, 806 days	396.2
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	396.2
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	395.7
TCGA-62-A46R-01A	54 years, female, white, stage:ib, dead, 1725 days	394.8
TCGA-50-5935-01A	86 years, female, white, stage:ia, dead, 653 days	394.0
TCGA-49-4494-01A	77 years, male, white, stage:iiia, dead, 1081 days	393.0
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	392.7
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	391.9
TCGA-78-7150-01A	59 years, male, white, stage:iib, dead, 666 days	391.5
TCGA-44-A47A-01A	78 years, female, white, stage:ib, alive, 466 days	391.0
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	390.9
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	390.9
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	390.9
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	390.4
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia, dead, 300 days	389.3
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	388.3
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	387.8
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia, dead, 1135 days	387.0
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	386.8
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	386.4
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	385.9
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	385.4
TCGA-62-A46V-01A	78 years, female, white, stage:ib, alive, 2199 days	385.1
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	384.9
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	384.1
TCGA-78-7149-01A	72 years, male, white, stage:iiib, alive, 3940 days	383.3
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	383.3
TCGA-55-7283-01A	76 years, female, white, stage:iiia, alive, 609 days	381.4
TCGA-44-7659-01A	70 years, male, white, stage:ia, alive, 691 days	381.1
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	380.7
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia, alive, 617 days	380.0
TCGA-78-7143-01A	62 years, female, white, stage:ib, dead, 4961 days	379.0
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	378.3
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	377.9
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	377.4
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	376.8
TCGA-64-1676-01A	58 years, male, white, stage:ia, alive, 1728 days	375.8
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	375.5
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	373.2
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	372.8
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	371.4
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	371.1
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	370.6
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	368.5
TCGA-95-7043-01A	63 years, female, white, stage:ia, dead, 503 days	367.7
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	366.4
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib, alive, 520 days	365.7
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	365.3
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	364.9
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia, alive, 1060 days	364.8
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib, alive, 651 days	363.5
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	362.9
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	360.5
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	360.2
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	360.0
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	360.0
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	359.2
TCGA-69-7764-01A	75 years, male, white, stage:ia, alive, 414 days	358.6
TCGA-86-8054-01A	61 years, male, white, stage:iib, alive, 1148 days	358.4
TCGA-05-5429-01A	60 years, male, stage:iiia, dead, 275 days	357.0
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib, alive, 2224 days	355.9
TCGA-64-5774-01A	60 years, male, white, stage:ib, alive, 2676 days	355.8
TCGA-55-A4DG-01A	71 years, male, white, stage:ia, alive, 608 days	355.1
TCGA-55-A490-01A	78 years, male, white, stage:iia, dead, 99 days	354.2
TCGA-38-4631-01A	72 years, female, white, stage:ib, dead, 354 days	353.7
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	352.5
TCGA-69-7979-01A	71 years, female, white, stage:ib, alive, 408 days	351.8
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	351.4
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	351.0
TCGA-55-7727-01A	71 years, male, white, stage:iiia, alive, 119 days	350.6
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	348.8
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	348.6
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	345.3
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	345.0
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	345.0
TCGA-78-7158-01A	59 years, female, white, stage:iiib, dead, 179 days	343.9
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	341.4
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	341.3
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	340.6
TCGA-95-7944-01A	71 years, male, white, stage:ia, alive, 377 days	339.4
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	338.9
TCGA-49-4490-01A	45 years, female, white, stage:iiia, dead, 385 days	338.9
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	336.2
TCGA-55-8616-01A	58 years, female, white, stage:ib, alive, 48 days	336.1
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	336.0
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	335.8
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	332.2
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	332.0
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	331.0
TCGA-86-A4JF-01A	56 years, male, white, stage:iib, dead, 737 days	330.9
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	330.8
TCGA-55-7903-01A	64 years, male, white, stage:ia, alive, 567 days	330.7
TCGA-55-7726-01A	72 years, female, white, stage:ia, alive, 652 days	330.3
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	329.5
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	328.3
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	328.1
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	327.8
TCGA-62-A46P-01A	65 years, male, white, stage:ib, dead, 594 days	326.0
TCGA-44-2668-01B	51 years, male, white, stage:ib, dead, 761 days	324.5
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii, dead, 677 days	321.7
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	320.3
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia, dead, 1790 days	320.1
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	319.2
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	319.0
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia, alive, 827 days	315.8
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	315.0
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	314.0
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	313.8
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia, alive, 1040 days	313.5
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia, dead, 336 days	310.4
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	309.0
TCGA-78-7161-01A	69 years, female, white, stage:iib, dead, 291 days	308.3
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	308.1
TCGA-50-6597-01A	79 years, female, white, stage:ib, dead, 1268 days	307.8
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	306.8
TCGA-86-8279-01A	46 years, male, white, stage:iia, alive, 949 days	306.8
TCGA-50-5044-01A	72 years, female, white, stage:iiib, dead, 624 days	306.7
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	306.2
TCGA-49-4507-01A	73 years, female, white, stage:iiia, dead, 268 days	305.0
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	304.7
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	304.5
TCGA-44-7667-01A	49 years, female, white, stage:iib, alive, 1097 days	304.4
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	304.2
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib, alive, 50 days	303.5
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	303.4
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	302.7
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	301.4
TCGA-44-2656-01B	59 years, male, white, stage:ib, alive, 1429 days	300.1
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia, dead, 1229 days	299.6
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	299.6
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	298.7
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	298.5
TCGA-55-6984-01A	female, white, stage:iib, dead, 760 days	297.7
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	297.4
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	297.2
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	296.9
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	294.7
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	294.4
TCGA-55-7725-01A	68 years, female, white, stage:ia, alive, 442 days	293.3
TCGA-49-6742-01A	70 years, male, white, stage:iia, dead, 488 days	291.2
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	290.4
TCGA-55-6972-01A	72 years, male, white, stage:ib, dead, 1632 days	290.4
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	286.5
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	284.9
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	283.3
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	282.8
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	282.8
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	280.6
TCGA-53-7813-01A	51 years, female, white, stage:iiib, alive, 424 days	280.5
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	277.3
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	275.5
TCGA-55-A494-01A	61 years, female, white, stage:ib, alive, 481 days	273.9
TCGA-44-A4SU-01A	68 years, female, white, stage:ia, dead, 409 days	273.3
TCGA-86-8359-01A	52 years, male, white, stage:iiia, dead, 444 days	273.2
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	272.1
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	271.0
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	269.6
TCGA-97-7937-01A	65 years, male, white, stage:ib, alive, 564 days	269.1
TCGA-64-1678-01A	71 years, female, white, alive, 1189 days	268.2
TCGA-L9-A443-01A	63 years, female, white, stage:ia, dead, 193 days	265.3
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	263.4
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	263.1
TCGA-69-8255-01A	72 years, male, white, stage:ia, alive, 129 days	262.9
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	261.4
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	260.9
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	259.1
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	257.1
TCGA-49-4512-01A	69 years, female, white, stage:iiia, dead, 905 days	256.0
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	255.6
TCGA-78-7542-01A	56 years, male, white, stage:ib, dead, 321 days	255.2
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	254.8
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	253.9
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	253.9
TCGA-49-4486-01A	72 years, male, white, stage:ia, dead, 2318 days	253.6
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	253.6
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	252.8
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	249.4
TCGA-50-6591-01A	63 years, female, white, stage:iv, dead, 119 days	249.3
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	248.7
TCGA-97-8171-01A	81 years, male, asian, stage:iv, alive, 568 days	248.4
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	248.3
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	247.3
TCGA-71-6725-01A	48 years, female, asian, stage:ib, alive, 256 days	246.5
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	241.8
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	240.2
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	239.8
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	238.6
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	236.2
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	235.6
TCGA-78-7166-01A	84 years, male, white, stage:iib, dead, 258 days	233.0
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	231.8
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	231.3
TCGA-91-6847-01A	62 years, female, white, stage:ib, alive, 842 days	230.2
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	227.9
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	226.7
TCGA-49-4514-01A	79 years, female, white, stage:ia, alive, 1700 days	223.6
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	222.3
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	220.5
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	218.9
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	217.1
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	216.1
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	215.1
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	215.1
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	209.8
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	205.4
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	203.1
TCGA-86-7955-01A	62 years, male, white, stage:ib, alive, 1072 days	199.5
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	193.0
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i, alive, 6732 days	186.9
TCGA-78-7535-01A	45 years, male, white, stage:ib, dead, 949 days	186.6
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	174.8
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	167.1
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	142.8
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	138.2
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	134.5
TCGA-44-6147-01B	67 years, female, white, stage:ia, alive, 845 days	125.6
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	119.7
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LUNG 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. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA004426	Antibody CAB004647
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
Click images for details