Expression of SPP1 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

SPP1 is not prognostic in lung cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 113.41
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

372.4

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	5856.3
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	4774.7
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	4355.8
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	4283.7
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	3386.4
TCGA-44-6777-01A	85 years, female, white, stage:ib, dead, 987 days	2923.0
TCGA-38-4629-01A	68 years, male, white, stage:iib, dead, 864 days	2903.1
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	2886.9
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	2828.9
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	2804.5
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	2796.0
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	2732.0
TCGA-35-4122-01A	69 years, male, white, stage:ia, alive, 225 days	2591.9
TCGA-97-8177-01A	59 years, female, white, stage:ib, alive, 499 days	2586.8
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	2404.0
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	2224.6
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	2219.9
TCGA-55-8096-01A	67 years, female, white, stage:ib, dead, 719 days	2210.3
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	2207.3
TCGA-05-4382-01A	68 years, male, stage:ib, alive, 607 days	2173.6
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	2146.7
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	2097.1
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	2086.5
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	2030.1
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	1950.1
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	1940.5
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	1874.4
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	1873.3
TCGA-44-A4SS-01A	73 years, male, white, stage:ia, alive, 415 days	1800.8
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	1777.6
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	1756.0
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	1747.8
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	1721.1
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	1711.4
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	1675.1
TCGA-55-7995-01A	73 years, female, white, stage:ia, alive, 889 days	1666.8
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia, alive, 824 days	1649.1
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	1633.9
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	1628.9
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	1618.1
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	1603.5
TCGA-50-5068-01A	59 years, female, white, stage:iib, dead, 1499 days	1590.3
TCGA-62-A471-01A	64 years, male, white, stage:iib, alive, 1246 days	1585.4
TCGA-55-8207-01A	73 years, male, white, stage:ib, alive, 977 days	1561.8
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	1560.1
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	1555.7
TCGA-55-6543-01A	female, white, stage:ia, alive, 435 days	1555.2
TCGA-05-4434-01A	67 years, female, stage:iv, dead, 457 days	1536.9
TCGA-05-5428-01A	57 years, male, stage:iia, alive, 670 days	1519.2
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	1488.5
TCGA-05-4403-01A	76 years, male, stage:ib, alive, 578 days	1484.4
TCGA-44-3398-01A	77 years, female, white, stage:ia, alive, 1163 days	1482.4
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	1477.9
TCGA-55-7728-01A	64 years, female, white, stage:ib, alive, 704 days	1443.8
TCGA-05-4426-01A	71 years, male, stage:ib, alive, 791 days	1434.6
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	1417.8
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	1408.5
TCGA-05-4402-01A	57 years, female, stage:iv, dead, 244 days	1402.7
TCGA-05-4418-01A	69 years, male, stage:iiia, dead, 274 days	1377.2
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia, dead, 1229 days	1332.4
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	1327.8
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	1321.5
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	1318.9
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	1308.9
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	1293.9
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	1283.6
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	1282.9
TCGA-50-5049-01A	70 years, male, white, stage:ia, alive, 3094 days	1247.6
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	1245.7
TCGA-50-5933-01A	72 years, male, white, stage:iiib, dead, 2393 days	1239.5
TCGA-44-2662-01A	65 years, male, white, stage:ib, alive, 1280 days	1239.5
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	1216.3
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv, dead, 58 days	1213.1
TCGA-05-4398-01A	47 years, female, stage:iiib, alive, 1431 days	1212.7
TCGA-75-5147-01A	female, stage:ib, alive, 1333 days	1202.9
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	1193.5
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	1185.4
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	1183.2
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	1182.7
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	1173.7
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	1173.4
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	1166.8
TCGA-44-4112-01A	60 years, female, white, stage:ib, dead, 808 days	1158.1
TCGA-64-1676-01A	58 years, male, white, stage:ia, alive, 1728 days	1135.5
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	1132.8
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	1122.8
TCGA-38-4627-01A	64 years, female, white, stage:iia, dead, 1147 days	1113.7
TCGA-44-3918-01A	60 years, female, white, stage:ia, alive, 1036 days	1109.8
TCGA-50-8459-01A	68 years, male, white, stage:iib, alive, 1119 days	1105.0
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	1104.1
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	1094.4
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	1079.9
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	1052.0
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	1046.0
TCGA-64-1679-01A	58 years, female, white, stage:iiia, alive, 2488 days	1041.0
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	1030.8
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	1016.7
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	1012.0
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	1008.3
TCGA-50-5045-01A	57 years, female, black or african american, dead, 2174 days	1005.6
TCGA-55-1592-01A	male, white, stage:ia, dead, 701 days	998.2
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	981.5
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	981.3
TCGA-44-3917-01A	33 years, female, white, stage:ib, alive, 1183 days	974.8
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	972.3
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	965.9
TCGA-55-6980-01A	male, white, stage:ia, alive, 2109 days	962.5
TCGA-86-8074-01A	62 years, female, white, stage:iia, alive, 24 days	960.5
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib, dead, 260 days	959.3
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	917.5
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	916.0
TCGA-64-5815-01A	74 years, male, white, stage:iib, alive, 866 days	902.1
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	902.1
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	898.7
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	882.1
TCGA-73-4658-01A	80 years, female, white, stage:ib, dead, 1600 days	881.0
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	879.2
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	876.8
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	872.5
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	871.9
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	871.9
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	869.9
TCGA-86-8073-01A	58 years, male, white, stage:ib, alive, 740 days	859.0
TCGA-62-8398-01A	55 years, male, white, stage:iiia, dead, 444 days	858.5
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	853.8
TCGA-86-8075-01A	66 years, female, white, stage:ib, dead, 694 days	846.5
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	844.6
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	842.8
TCGA-55-8505-01A	62 years, male, white, stage:iiia, alive, 440 days	838.1
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	837.2
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	836.7
TCGA-55-5899-01A	male, white, alive, 930 days	836.5
TCGA-55-6982-01A	female, white, stage:iib, dead, 995 days	831.9
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	818.2
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	807.2
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	799.2
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	797.4
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	793.4
TCGA-44-2665-01A	55 years, female, white, stage:iib, alive, 1301 days	792.8
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	788.1
TCGA-05-4425-01A	70 years, female, stage:iv, alive, 669 days	787.5
TCGA-78-7536-01A	70 years, male, white, stage:iiia, dead, 244 days	783.0
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	778.3
TCGA-05-5715-01A	69 years, female, stage:ib, alive, 62 days	778.0
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	774.7
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	773.6
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	772.1
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	767.9
TCGA-05-4415-01A	57 years, male, stage:iiib, dead, 91 days	766.7
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	757.0
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia, alive, 610 days	737.0
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	735.6
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia, alive, 1071 days	731.4
TCGA-69-7974-01A	54 years, female, white, stage:iiia, alive, 184 days	721.0
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	720.3
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	718.2
TCGA-80-5611-01A	male, stage:ib, alive, 2595 days	703.9
TCGA-05-5423-01A	65 years, male, stage:iib, alive, 151 days	703.5
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	702.7
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	701.9
TCGA-35-4123-01A	38 years, male, white, stage:ia, alive, 182 days	699.5
TCGA-55-8085-01A	64 years, male, white, stage:ia, alive, 904 days	697.6
TCGA-55-7227-01A	77 years, male, white, stage:iiia, dead, 952 days	696.0
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	691.5
TCGA-44-A47B-01A	79 years, male, white, stage:ib, alive, 287 days	687.8
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	687.6
TCGA-50-6673-01A	84 years, female, white, stage:i, dead, 22 days	682.2
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	676.9
TCGA-55-A491-01A	81 years, female, white, stage:ia, alive, 626 days	676.6
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	675.8
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib, alive, 1442 days	673.8
TCGA-44-6775-01A	72 years, female, white, stage:ib, alive, 705 days	660.1
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	658.8
TCGA-55-7815-01A	77 years, male, stage:ib, alive, 773 days	657.9
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	655.6
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	654.8
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	650.4
TCGA-05-4430-01A	59 years, female, stage:ib, alive, 761 days	647.2
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	643.7
TCGA-55-A490-01A	78 years, male, white, stage:iia, dead, 99 days	639.5
TCGA-86-8055-01A	79 years, male, white, stage:iia, dead, 124 days	638.6
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	637.1
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	635.4
TCGA-69-8453-01A	77 years, male, white, stage:iib, alive, 788 days	635.3
TCGA-78-7145-01A	52 years, female, white, stage:iv, dead, 826 days	628.5
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia, alive, 3759 days	623.4
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	622.9
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	618.8
TCGA-MP-A4TK-01A	56 years, female, stage:iib, dead, 582 days	608.9
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	607.3
TCGA-38-4631-01A	72 years, female, white, stage:ib, dead, 354 days	605.1
TCGA-86-6562-01A	52 years, male, white, stage:iia, dead, 376 days	598.2
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	586.9
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	585.6
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	581.1
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia, dead, 429 days	575.8
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	575.2
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	574.6
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	572.6
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia, alive, 1118 days	572.0
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	566.4
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	561.0
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	553.3
TCGA-J2-8192-01A	65 years, female, white, stage:iia, alive, 739 days	545.9
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia, dead, 87 days	545.4
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	541.2
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	540.8
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	539.3
TCGA-50-5936-01A	58 years, male, white, stage:iiia, dead, 257 days	538.7
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	538.4
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	535.7
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	532.7
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	530.7
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib, alive, 651 days	526.9
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	524.5
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	520.5
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	515.2
TCGA-86-8278-01A	63 years, female, white, stage:iib, alive, 944 days	512.4
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	511.5
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib, dead, 1501 days	503.5
TCGA-91-6828-01A	70 years, male, white, stage:ia, alive, 323 days	501.1
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	495.3
TCGA-95-8494-01A	67 years, male, white, stage:iia, alive, 84 days	492.9
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	492.5
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	490.6
TCGA-55-8301-01A	59 years, male, white, stage:ib, alive, 534 days	484.1
TCGA-67-3772-01A	82 years, female, white, stage:ib, alive, 573 days	480.4
TCGA-86-7711-01A	70 years, male, white, stage:iia, dead, 1046 days	476.6
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	472.6
TCGA-44-3919-01A	71 years, female, white, stage:ia, dead, 1026 days	471.4
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	471.4
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	470.8
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	469.3
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	462.8
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	462.2
TCGA-75-6212-01A	female, stage:iib, dead, 1516 days	460.4
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	456.7
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	452.5
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	448.9
TCGA-05-4424-01A	70 years, male, stage:iib, alive, 913 days	446.2
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	445.8
TCGA-97-7937-01A	65 years, male, white, stage:ib, alive, 564 days	445.5
TCGA-78-8640-01A	59 years, male, stage:iia, alive, 7062 days	444.8
TCGA-55-7281-01A	70 years, female, white, stage:ia, alive, 872 days	442.8
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	442.1
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	440.5
TCGA-49-4494-01A	77 years, male, white, stage:iiia, dead, 1081 days	439.7
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	438.3
TCGA-55-A493-01A	54 years, female, white, stage:ib, alive, 28 days	432.8
TCGA-55-8506-01A	62 years, female, white, stage:iib, alive, 11 days	431.9
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv, dead, 1357 days	426.6
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	420.7
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	418.6
TCGA-05-4390-01A	58 years, female, stage:ib, alive, 1126 days	418.3
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	417.7
TCGA-05-4249-01A	67 years, male, stage:ib, alive, 1523 days	417.0
TCGA-91-6831-01A	66 years, male, white, stage:ib, alive, 310 days	416.2
TCGA-69-7978-01A	59 years, male, white, stage:iib, alive, 134 days	412.6
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	412.4
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia, alive, 617 days	408.4
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	404.4
TCGA-05-4250-01A	79 years, female, stage:iiia, dead, 121 days	401.6
TCGA-86-7953-01A	69 years, female, white, stage:ia, alive, 997 days	399.8
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	398.0
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	397.7
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	396.5
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	394.5
TCGA-55-8091-01A	75 years, male, white, stage:ib, alive, 600 days	392.4
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	391.9
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	391.9
TCGA-50-5939-01A	85 years, male, white, stage:ib, dead, 460 days	390.7
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia, dead, 74 days	389.4
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	387.7
TCGA-05-4427-01A	65 years, female, stage:iib, alive, 791 days	387.6
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	386.2
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	384.4
TCGA-50-6593-01A	49 years, female, white, stage:iiia, dead, 336 days	383.6
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	381.5
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	381.2
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	381.0
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	379.8
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	378.8
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	378.5
TCGA-50-6590-01A	72 years, female, white, stage:ib, dead, 1288 days	375.8
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	374.5
TCGA-49-4488-01A	74 years, female, white, stage:ia, dead, 869 days	372.7
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	372.0
TCGA-44-7672-01A	52 years, female, white, stage:ia, alive, 719 days	371.1
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	367.3
TCGA-67-3770-01A	70 years, female, white, stage:ia, alive, 610 days	367.1
TCGA-49-6744-01A	64 years, female, white, stage:iia, alive, 1683 days	365.5
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	364.7
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	363.9
TCGA-50-5072-01A	74 years, male, white, stage:iiia, dead, 250 days	362.0
TCGA-95-7043-01A	63 years, female, white, stage:ia, dead, 503 days	361.8
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	360.2
TCGA-97-7554-01A	83 years, female, white, stage:iiia, alive, 775 days	360.2
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	360.0
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	359.5
TCGA-73-4670-01A	69 years, female, white, stage:iv, alive, 131 days	359.2
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	357.3
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	356.7
TCGA-44-2661-01A	69 years, female, white, stage:ia, alive, 1159 days	352.7
TCGA-86-8674-01A	50 years, male, white, stage:iia, alive, 806 days	352.1
TCGA-L9-A443-01A	63 years, female, white, stage:ia, dead, 193 days	348.3
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	347.7
TCGA-91-6830-01A	65 years, female, white, stage:iia, alive, 60 days	343.6
TCGA-50-6592-01A	71 years, female, white, stage:ib, dead, 777 days	343.2
TCGA-78-8648-01A	58 years, female, stage:iib, dead, 1209 days	342.4
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	341.6
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	336.2
TCGA-55-6987-01A	77 years, male, white, stage:ia, alive, 2137 days	336.0
TCGA-55-7914-01A	71 years, female, white, stage:iia, dead, 187 days	333.8
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	332.1
TCGA-78-7146-01A	71 years, female, white, stage:iiia, dead, 173 days	330.1
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia, alive, 4765 days	328.6
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	323.7
TCGA-55-7903-01A	64 years, male, white, stage:ia, alive, 567 days	322.3
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	321.3
TCGA-55-6971-01A	59 years, female, white, stage:ib, alive, 1400 days	320.2
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	317.2
TCGA-64-1678-01A	71 years, female, white, alive, 1189 days	315.0
TCGA-67-3773-01A	84 years, female, white, stage:ib, alive, 427 days	314.6
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	310.8
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia, alive, 664 days	309.8
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib, dead, 1778 days	305.3
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia, dead, 625 days	304.8
TCGA-55-8621-01A	75 years, female, white, stage:ia, alive, 515 days	304.7
TCGA-69-7765-01A	56 years, male, black or african american, alive, 165 days	303.6
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	301.2
TCGA-55-8208-01A	73 years, female, white, stage:ia, alive, 674 days	299.0
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	298.4
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	298.0
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	296.9
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia, dead, 879 days	294.6
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	293.6
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	292.8
TCGA-86-A456-01A	78 years, female, asian, stage:ia, alive, 896 days	292.6
TCGA-55-6979-01A	59 years, female, white, stage:iib, dead, 237 days	290.8
TCGA-55-6712-01A	male, white, stage:iia, dead, 171 days	289.8
TCGA-55-6642-01A	63 years, male, white, stage:ib, alive, 2449 days	288.3
TCGA-05-4405-01A	74 years, female, stage:ib, alive, 610 days	286.5
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	285.1
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	284.8
TCGA-97-8175-01A	55 years, female, white, stage:ib, alive, 551 days	277.6
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	271.2
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	269.7
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	267.3
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	265.6
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia, dead, 414 days	263.5
TCGA-75-7027-01A	male, stage:ib, alive, 3059 days	263.0
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	261.6
TCGA-44-6779-01A	50 years, female, white, stage:iib, dead, 500 days	261.1
TCGA-62-A46V-01A	78 years, female, white, stage:ib, alive, 2199 days	261.0
TCGA-97-8547-01A	78 years, female, stage:iiia, alive, 657 days	260.9
TCGA-44-8119-01A	73 years, male, white, stage:iib, alive, 285 days	260.7
TCGA-64-5775-01A	71 years, male, white, stage:iiia, dead, 62 days	260.5
TCGA-55-1596-01A	55 years, male, asian, stage:iib, alive, 2065 days	260.2
TCGA-55-8205-01A	76 years, female, white, stage:iia, alive, 599 days	259.6
TCGA-05-4422-01A	68 years, male, stage:ib, alive, 365 days	259.5
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	259.1
TCGA-99-8032-01A	62 years, male, white, stage:ia, alive, 44 days	258.9
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	258.8
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	256.7
TCGA-91-8499-01A	76 years, female, white, stage:ia, alive, 36 days	255.1
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	254.9
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib, alive, 467 days	253.1
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	251.7
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	246.9
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	246.2
TCGA-55-8090-01A	80 years, male, white, stage:ia, dead, 598 days	246.1
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	246.1
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	245.5
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	245.4
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	244.2
TCGA-35-5375-01A	61 years, male, white, stage:iiia, alive, 264 days	243.1
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	243.0
TCGA-71-8520-01A	60 years, female, asian, stage:ib, dead, 210 days	243.0
TCGA-97-A4LX-01A	81 years, male, white, stage:ib, alive, 614 days	242.5
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	239.2
TCGA-44-3396-01A	74 years, female, white, stage:iiia, alive, 1130 days	237.9
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	237.1
TCGA-49-4512-01A	69 years, female, white, stage:iiia, dead, 905 days	236.9
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	236.3
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	234.9
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	234.1
TCGA-55-6983-01A	male, white, stage:iib, alive, 2823 days	233.8
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	233.0
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	232.9
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	230.8
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	229.6
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	222.5
TCGA-49-4507-01A	73 years, female, white, stage:iiia, dead, 268 days	222.4
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	222.3
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	221.1
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	220.3
TCGA-78-7150-01A	59 years, male, white, stage:iib, dead, 666 days	219.4
TCGA-97-7941-01A	72 years, female, white, stage:ia, alive, 484 days	219.0
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	218.4
TCGA-55-7724-01A	76 years, female, white, stage:ib, alive, 705 days	218.1
TCGA-78-7154-01A	72 years, male, white, stage:iiia, dead, 593 days	218.0
TCGA-50-5941-01A	55 years, female, white, stage:iiia, alive, 1474 days	217.4
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	216.3
TCGA-86-8673-01A	61 years, male, white, stage:ib, alive, 862 days	215.9
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia, dead, 300 days	215.3
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	214.8
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	214.7
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	214.2
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia, alive, 1125 days	208.6
TCGA-69-7979-01A	71 years, female, white, stage:ib, alive, 408 days	208.4
TCGA-38-6178-01A	70 years, female, white, stage:iiia, alive, 448 days	208.2
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	208.2
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	208.0
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	207.9
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia, alive, 35 days	207.1
TCGA-62-8394-01A	65 years, female, white, stage:iiib, dead, 139 days	206.2
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	205.2
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	205.1
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia, dead, 950 days	202.2
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	202.0
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	200.8
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	200.6
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	199.8
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	199.6
TCGA-55-6968-01A	61 years, male, white, stage:iv, dead, 1293 days	199.5
TCGA-44-7660-01A	72 years, male, white, stage:ib, alive, 592 days	196.4
TCGA-44-A4SU-01A	68 years, female, white, stage:ia, dead, 409 days	194.6
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	193.3
TCGA-97-8176-01A	63 years, male, white, stage:iiia, dead, 468 days	193.2
TCGA-49-4505-01A	61 years, female, white, stage:iib, dead, 428 days	191.2
TCGA-91-6836-01A	52 years, female, white, stage:ib, alive, 417 days	190.4
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	189.8
TCGA-44-A47G-01A	73 years, female, white, stage:ia, alive, 351 days	189.7
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	189.6
TCGA-55-A48Y-01A	69 years, male, white, stage:iia, alive, 630 days	188.9
TCGA-44-2656-01B	59 years, male, white, stage:ib, alive, 1429 days	188.8
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	188.4
TCGA-93-A4JO-01A	70 years, male, white, stage:ia, dead, 33 days	188.1
TCGA-50-6595-01A	74 years, female, white, stage:iiia, dead, 189 days	186.1
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	185.7
TCGA-55-7726-01A	72 years, female, white, stage:ia, alive, 652 days	184.9
TCGA-55-1594-01A	68 years, male, white, stage:iiia, alive, 1178 days	181.7
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	180.7
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	180.1
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	178.1
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	177.7
TCGA-38-4628-01A	65 years, female, white, stage:iib, dead, 1492 days	176.5
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	174.8
TCGA-86-8279-01A	46 years, male, white, stage:iia, alive, 949 days	174.4
TCGA-73-4676-01A	45 years, male, white, stage:iia, dead, 281 days	174.1
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	174.0
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	173.2
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	172.4
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	172.4
TCGA-78-7535-01A	45 years, male, white, stage:ib, dead, 949 days	171.2
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	170.8
TCGA-69-7761-01A	85 years, male, white, stage:ib, alive, 186 days	170.1
TCGA-55-6986-01A	female, white, stage:ib, alive, 3261 days	169.7
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	168.7
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	168.3
TCGA-78-7220-01A	53 years, female, white, stage:iiia, dead, 807 days	165.7
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia, dead, 370 days	165.7
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia, dead, 574 days	165.0
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	164.1
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	163.4
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	162.6
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	162.0
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	161.2
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	159.7
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	159.7
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	159.4
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia, alive, 435 days	159.2
TCGA-50-6591-01A	63 years, female, white, stage:iv, dead, 119 days	159.1
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	158.4
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	157.8
TCGA-86-A4JF-01A	56 years, male, white, stage:iib, dead, 737 days	157.5
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	156.1
TCGA-05-4433-01A	82 years, male, stage:ib, alive, 730 days	155.7
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	155.5
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	155.4
TCGA-49-4490-01A	45 years, female, white, stage:iiia, dead, 385 days	154.7
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia, alive, 827 days	154.6
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	154.0
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	153.9
TCGA-69-7760-01A	73 years, male, white, stage:iib, alive, 202 days	153.7
TCGA-44-7667-01A	49 years, female, white, stage:iib, alive, 1097 days	153.1
TCGA-86-8669-01A	64 years, male, white, stage:ia, alive, 938 days	153.1
TCGA-53-7624-01A	40 years, female, white, stage:iv, dead, 1043 days	152.7
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	152.7
TCGA-78-7143-01A	62 years, female, white, stage:ib, dead, 4961 days	152.5
TCGA-86-8672-01A	59 years, male, white, stage:iib, dead, 19 days	152.0
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	152.0
TCGA-05-5429-01A	60 years, male, stage:iiia, dead, 275 days	151.5
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	151.1
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii, dead, 677 days	150.9
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	150.9
TCGA-73-7499-01A	81 years, female, white, stage:ib, dead, 1531 days	150.8
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	150.3
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	148.9
TCGA-44-7662-01A	61 years, male, white, stage:ib, alive, 218 days	148.5
TCGA-55-8203-01A	69 years, female, white, stage:ia, alive, 547 days	147.7
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	147.2
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	146.9
TCGA-73-4659-01A	66 years, male, white, stage:iiia, dead, 711 days	146.5
TCGA-69-8255-01A	72 years, male, white, stage:ia, alive, 129 days	145.7
TCGA-99-8033-01A	74 years, female, white, stage:iv, dead, 656 days	145.7
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	145.5
TCGA-86-8358-01A	44 years, male, white, stage:ib, alive, 653 days	145.3
TCGA-78-7159-01A	60 years, female, white, stage:ia, alive, 1974 days	144.4
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia, alive, 2161 days	142.6
TCGA-55-8510-01A	55 years, female, white, stage:ib, alive, 539 days	142.0
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	140.7
TCGA-62-A46S-01A	73 years, male, white, stage:ib, dead, 1653 days	139.8
TCGA-93-7347-01A	76 years, female, white, stage:ia, alive, 683 days	139.5
TCGA-86-8668-01A	61 years, female, white, stage:ia, alive, 423 days	139.3
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib, alive, 476 days	138.8
TCGA-91-6835-01A	81 years, female, white, stage:ia, alive, 79 days	138.7
TCGA-78-7148-01A	71 years, male, white, stage:iib, dead, 626 days	138.6
TCGA-MP-A4T7-01A	75 years, female, stage:iv, dead, 167 days	138.2
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	138.1
TCGA-67-6216-01A	57 years, female, white, stage:ia, alive, 141 days	138.1
TCGA-75-5125-01A	male, stage:iib, dead, 2027 days	137.9
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	137.7
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	137.6
TCGA-53-7626-01A	76 years, female, white, stage:iia, dead, 929 days	137.3
TCGA-44-2659-01A	65 years, female, white, stage:iib, alive, 1367 days	136.8
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	136.7
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	136.7
TCGA-86-8054-01A	61 years, male, white, stage:iib, alive, 1148 days	135.7
TCGA-05-5420-01A	67 years, male, stage:iiia, alive, 457 days	135.5
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	135.0
TCGA-78-7152-01A	65 years, male, white, stage:ib, dead, 1215 days	134.8
TCGA-49-6743-01A	81 years, female, white, stage:iiia, alive, 1621 days	134.8
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	134.7
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	134.5
TCGA-55-8087-01A	59 years, female, white, stage:ib, alive, 462 days	134.5
TCGA-MP-A4T8-01A	68 years, male, stage:iiia, dead, 161 days	134.5
TCGA-67-6215-01A	52 years, female, white, stage:ib, alive, 174 days	134.5
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	134.2
TCGA-49-4501-01A	67 years, female, white, stage:ib, dead, 1421 days	133.5
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia, dead, 442 days	132.4
TCGA-91-6829-01A	79 years, male, white, stage:ib, dead, 1258 days	130.6
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	130.4
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia, alive, 1175 days	129.8
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	129.0
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	128.2
TCGA-05-4384-01A	66 years, male, stage:iiia, alive, 426 days	127.1
TCGA-62-8395-01A	80 years, female, white, stage:iib, alive, 1216 days	126.0
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	125.7
TCGA-44-2657-01A	74 years, female, white, stage:ib, alive, 1351 days	125.2
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	123.1
TCGA-44-6774-01A	56 years, female, white, stage:iiia, alive, 658 days	123.1
TCGA-55-7907-01A	77 years, male, white, stage:iia, dead, 343 days	123.0
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	122.8
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia, dead, 550 days	121.6
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	121.1
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	120.7
TCGA-MP-A4SV-01A	67 years, male, stage:ib, dead, 2620 days	120.4
TCGA-64-1681-01A	61 years, female, white, stage:ia, dead, 1167 days	120.3
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	120.2
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	120.1
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	120.0
TCGA-86-7954-01A	68 years, female, white, stage:ib, alive, 605 days	119.7
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	119.5
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	119.1
TCGA-J2-8194-01A	69 years, female, white, stage:iib, alive, 724 days	118.7
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	118.5
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	118.0
TCGA-55-8092-01A	75 years, male, white, stage:iib, dead, 154 days	117.6
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	117.4
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	116.7
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	116.0
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	115.5
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia, alive, 852 days	115.1
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	114.8
TCGA-55-8620-01A	60 years, male, white, stage:iv, dead, 375 days	114.4
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	113.9
TCGA-05-4389-01A	70 years, male, stage:ia, alive, 1369 days	112.9
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	112.6
TCGA-38-4626-01A	57 years, female, white, alive, 3674 days	111.7
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib, alive, 520 days	111.0
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia, alive, 526 days	111.0
TCGA-55-6981-01A	53 years, female, white, stage:iiia, dead, 1379 days	110.9
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	110.5
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	109.7
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	109.6
TCGA-55-7725-01A	68 years, female, white, stage:ia, alive, 442 days	109.5
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	109.4
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	108.9
TCGA-50-5055-01A	79 years, female, white, stage:iia, dead, 1830 days	108.6
TCGA-55-6985-01A	58 years, female, white, stage:ib, alive, 1233 days	108.4
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	108.4
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	108.4
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	108.1
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	108.1
TCGA-73-4675-01A	59 years, male, white, stage:iiia, dead, 922 days	105.5
TCGA-44-6145-01A	62 years, female, white, stage:ia, alive, 595 days	104.5
TCGA-75-6206-01A	male, stage:ib, alive, 2590 days	104.2
TCGA-55-8615-01A	67 years, male, white, stage:iiia, alive, 446 days	104.0
TCGA-97-7553-01A	58 years, female, white, stage:ia, alive, 1870 days	103.7
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	103.2
TCGA-75-6214-01A	female, stage:iiia, dead, 1115 days	102.9
TCGA-93-7348-01A	75 years, female, white, stage:ia, alive, 531 days	102.8
TCGA-78-7153-01A	65 years, female, white, stage:ib, alive, 3635 days	102.7
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	102.4
TCGA-55-8507-01A	53 years, male, white, stage:ia, alive, 418 days	102.3
TCGA-73-4662-01A	65 years, female, white, stage:ia, alive, 2515 days	101.7
TCGA-71-6725-01A	48 years, female, asian, stage:ib, alive, 256 days	101.3
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	100.5
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	100.3
TCGA-62-A472-01A	70 years, male, white, stage:iib, alive, 910 days	99.3
TCGA-86-8359-01A	52 years, male, white, stage:iiia, dead, 444 days	98.6
TCGA-O1-A52J-01A	74 years, female, white, stage:ia, dead, 1798 days	98.3
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	98.3
TCGA-95-7039-01A	54 years, female, white, stage:iib, alive, 1272 days	98.2
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	97.4
TCGA-97-A4M6-01A	45 years, female, white, stage:ia, alive, 568 days	97.1
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia, dead, 307 days	97.0
TCGA-44-6147-01B	67 years, female, white, stage:ia, alive, 845 days	96.7
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	96.4
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	96.3
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	96.1
TCGA-55-A4DF-01A	88 years, male, white, stage:ia, dead, 614 days	95.6
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	95.2
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	94.9
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia, dead, 336 days	94.7
TCGA-50-5051-01A	42 years, female, white, stage:iiia, dead, 478 days	94.5
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	94.0
TCGA-44-8117-01A	54 years, female, white, stage:ib, alive, 385 days	93.8
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	93.1
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	92.7
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	92.4
TCGA-55-8302-01A	54 years, male, white, stage:ib, alive, 478 days	91.6
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	91.5
TCGA-86-7713-01A	70 years, male, white, stage:iia, alive, 1157 days	91.0
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	90.9
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	90.8
TCGA-95-7567-01A	61 years, male, white, stage:iib, alive, 568 days	90.4
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	89.7
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	89.3
TCGA-99-7458-01A	74 years, female, white, stage:iiia, alive, 747 days	88.6
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	88.2
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	88.1
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	88.0
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	87.3
TCGA-97-8171-01A	81 years, male, asian, stage:iv, alive, 568 days	86.8
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	86.4
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	86.2
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	86.1
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	86.1
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	85.8
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	85.4
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	85.0
TCGA-67-6217-01A	73 years, female, white, stage:iia, alive, 422 days	84.0
TCGA-86-8671-01A	72 years, female, white, stage:iib, alive, 839 days	83.4
TCGA-97-7547-01A	67 years, female, white, stage:ib, alive, 1965 days	83.4
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	83.2
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib, dead, 2617 days	83.0
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	82.6
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	82.4
TCGA-69-8254-01A	85 years, male, white, alive, 409 days	81.9
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	81.7
TCGA-86-7701-01A	66 years, male, white, stage:iv, alive, 947 days	81.6
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	81.6
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	81.5
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	81.3
TCGA-78-7160-01A	61 years, male, white, stage:iv, dead, 697 days	80.4
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	80.3
TCGA-50-5931-01A	75 years, female, white, stage:ib, dead, 434 days	79.5
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	79.0
TCGA-86-8280-01A	54 years, female, white, stage:iia, alive, 701 days	78.5
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	77.9
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	77.9
TCGA-55-7573-01A	72 years, female, white, stage:ia, alive, 487 days	77.5
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	77.2
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	76.8
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia, alive, 426 days	76.6
TCGA-86-A4P7-01A	63 years, female, white, stage:ib, alive, 415 days	76.6
TCGA-86-8585-01A	57 years, male, white, stage:ib, alive, 353 days	76.6
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	76.6
TCGA-44-5644-01A	51 years, female, white, stage:ib, alive, 863 days	76.4
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	76.3
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	76.0
TCGA-05-4432-01A	66 years, male, stage:iib, alive, 761 days	75.9
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	75.8
TCGA-38-4630-01A	75 years, female, white, stage:ib, dead, 1073 days	75.7
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib, alive, 670 days	75.6
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	75.3
TCGA-97-8172-01A	75 years, female, white, stage:ib, alive, 545 days	75.3
TCGA-55-7727-01A	71 years, male, white, stage:iiia, alive, 119 days	75.0
TCGA-78-7158-01A	59 years, female, white, stage:iiib, dead, 179 days	74.8
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	74.5
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	74.3
TCGA-05-4420-01A	41 years, male, stage:ib, alive, 912 days	74.1
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	74.1
TCGA-55-8204-01A	87 years, female, white, stage:ib, alive, 515 days	73.4
TCGA-86-8076-01A	42 years, male, white, stage:ia, alive, 993 days	73.1
TCGA-78-8655-01A	77 years, female, stage:ia, alive, 2360 days	72.7
TCGA-55-8299-01A	61 years, female, white, stage:ia, dead, 469 days	72.4
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia, dead, 1135 days	72.4
TCGA-64-1677-01A	78 years, female, white, stage:iiia, dead, 628 days	72.1
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	71.7
TCGA-95-7948-01A	42 years, female, white, stage:ib, alive, 476 days	71.3
TCGA-50-5930-01A	47 years, male, white, stage:iiia, dead, 282 days	71.2
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	70.8
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	70.2
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib, alive, 889 days	69.9
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	69.8
TCGA-64-5778-01A	60 years, male, white, stage:ib, alive, 1305 days	69.1
TCGA-44-7670-01A	47 years, female, white, stage:iia, alive, 882 days	69.1
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	68.9
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia, alive, 1864 days	68.7
TCGA-49-6745-01A	82 years, male, white, stage:iiia, alive, 522 days	68.6
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia, dead, 1265 days	68.4
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	68.2
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	67.8
TCGA-55-7574-01A	64 years, female, white, stage:ib, dead, 995 days	67.1
TCGA-62-A46R-01A	54 years, female, white, stage:ib, dead, 1725 days	66.9
TCGA-97-8179-01A	72 years, male, white, stage:ia, alive, 435 days	66.5
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	66.2
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	65.9
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	65.9
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	65.4
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia, alive, 988 days	64.0
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	63.9
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia, alive, 1040 days	63.8
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	63.7
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	63.2
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	63.2
TCGA-80-5608-01A	female, stage:ia, alive, 2832 days	62.9
TCGA-55-6970-01A	67 years, female, white, stage:iiia, dead, 464 days	62.8
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	62.5
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	62.1
TCGA-35-3615-01A	57 years, male, white, stage:ib, alive, 14 days	61.8
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	61.8
TCGA-55-8206-01A	56 years, male, white, stage:ia, alive, 888 days	61.6
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	61.4
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	61.2
TCGA-93-8067-01A	77 years, male, asian, stage:ib, alive, 186 days	59.8
TCGA-50-5946-01A	62 years, male, white, stage:ia, alive, 1617 days	59.7
TCGA-91-7771-01A	62 years, male, white, stage:iib, alive, 492 days	59.5
TCGA-05-4397-01A	65 years, male, stage:iib, dead, 731 days	59.2
TCGA-73-4666-01A	52 years, female, white, stage:iv, alive, 800 days	58.8
TCGA-78-7537-01A	72 years, male, stage:ib, dead, 1622 days	58.6
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	58.1
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	58.1
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	57.7
TCGA-91-A4BD-01A	78 years, male, white, stage:iia, alive, 603 days	57.3
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib, dead, 896 days	56.8
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	56.8
TCGA-91-8496-01A	63 years, female, white, stage:ib, alive, 505 days	55.1
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib, alive, 50 days	55.0
TCGA-64-1680-01A	63 years, male, white, stage:iv, alive, 1126 days	55.0
TCGA-50-5935-01A	86 years, female, white, stage:ia, dead, 653 days	54.7
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	54.4
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	54.4
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia, alive, 546 days	54.4
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	54.2
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	54.1
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	53.5
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	53.2
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib, alive, 2261 days	52.9
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	52.8
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	52.7
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	52.3
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	52.0
TCGA-44-A47A-01A	78 years, female, white, stage:ib, alive, 466 days	51.9
TCGA-44-7661-01A	69 years, female, white, stage:ib, dead, 557 days	51.5
TCGA-55-6978-01A	male, white, stage:iia, dead, 176 days	51.4
TCGA-55-8614-01A	76 years, male, white, stage:ib, alive, 536 days	51.4
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	51.3
TCGA-91-6848-01A	59 years, male, white, stage:iiia, alive, 224 days	50.8
TCGA-97-A4M7-01A	74 years, male, white, stage:ia, alive, 629 days	50.1
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	49.7
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	49.7
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	49.7
TCGA-86-6851-01A	73 years, female, white, stage:iia, alive, 179 days	49.6
TCGA-38-A44F-01A	80 years, male, white, stage:ib, alive, 133 days	49.6
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	49.4
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	49.0
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	48.9
TCGA-93-A4JN-01A	71 years, male, white, stage:iv, alive, 718 days	48.5
TCGA-L9-A444-01A	60 years, female, white, stage:ia, alive, 307 days	47.9
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	47.8
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib, alive, 486 days	47.7
TCGA-86-8056-01A	64 years, female, white, stage:iiia, alive, 139 days	47.6
TCGA-75-5146-01A	male, stage:ib, alive, 2368 days	47.4
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	47.2
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia, alive, 658 days	46.9
TCGA-38-7271-01A	72 years, female, white, stage:ia, dead, 800 days	46.8
TCGA-62-A46P-01A	65 years, male, white, stage:ib, dead, 594 days	46.4
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib, alive, 1893 days	46.0
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	45.4
TCGA-95-7947-01A	67 years, male, white, stage:ia, alive, 477 days	45.4
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	45.4
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia, alive, 1060 days	44.9
TCGA-62-A46O-01A	65 years, female, white, stage:ib, dead, 1454 days	44.7
TCGA-55-8619-01A	72 years, female, white, stage:iib, alive, 416 days	44.7
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	44.6
TCGA-05-4396-01A	76 years, male, stage:iiib, dead, 303 days	44.4
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i, alive, 6732 days	44.4
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	44.3
TCGA-78-7147-01A	67 years, female, white, stage:iib, dead, 586 days	44.1
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	44.1
TCGA-55-8513-01A	77 years, female, white, stage:iib, alive, 791 days	43.7
TCGA-78-7167-01A	77 years, male, white, stage:iv, dead, 2681 days	43.7
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	43.6
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	43.0
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia, alive, 513 days	42.5
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	42.1
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	41.7
TCGA-97-7546-01A	76 years, female, white, stage:ia, alive, 1285 days	41.6
TCGA-62-A470-01A	84 years, male, white, stage:ib, dead, 1194 days	41.6
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	41.5
TCGA-55-6975-01A	male, white, stage:iib, dead, 118 days	41.3
TCGA-05-4417-01A	51 years, female, stage:ib, alive, 455 days	41.1
TCGA-95-A4VN-01A	62 years, female, white, stage:iia, alive, 553 days	40.7
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia, alive, 603 days	40.6
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib, alive, 2224 days	40.0
TCGA-44-2666-01A	43 years, male, white, stage:ib, dead, 97 days	39.5
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia, alive, 1432 days	39.5
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	39.3
TCGA-67-4679-01B	69 years, male, white, alive, 448 days	39.0
TCGA-50-5944-01A	69 years, female, white, stage:ia, alive, 1750 days	39.0
TCGA-55-6984-01A	female, white, stage:iib, dead, 760 days	38.8
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	38.8
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	38.7
TCGA-64-5779-01A	61 years, male, white, stage:iiia, alive, 864 days	38.5
TCGA-50-5044-01A	72 years, female, white, stage:iiib, dead, 624 days	38.4
TCGA-55-7994-01A	81 years, male, white, stage:iib, alive, 603 days	37.6
TCGA-75-7025-01A	male, stage:ib, alive, 3305 days	37.1
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	36.5
TCGA-64-5774-01A	60 years, male, white, stage:ib, alive, 2676 days	36.4
TCGA-62-8399-01A	62 years, male, white, stage:iiia, alive, 2696 days	36.3
TCGA-62-8397-01A	70 years, female, white, stage:iib, alive, 1289 days	36.1
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	36.0
TCGA-78-7166-01A	84 years, male, white, stage:iib, dead, 258 days	35.7
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	35.6
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib, alive, 2248 days	35.4
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	35.3
TCGA-91-8497-01A	75 years, female, white, stage:ia, dead, 434 days	34.7
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia, alive, 1079 days	34.6
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	34.5
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	34.1
TCGA-55-A494-01A	61 years, female, white, stage:ib, alive, 481 days	34.0
TCGA-91-6847-01A	62 years, female, white, stage:ib, alive, 842 days	33.8
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia, alive, 13 days	33.7
TCGA-86-A4D0-01A	48 years, male, white, stage:iia, dead, 116 days	33.3
TCGA-86-7955-01A	62 years, male, white, stage:ib, alive, 1072 days	33.2
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	32.6
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia, alive, 84 days	32.5
TCGA-44-7659-01A	70 years, male, white, stage:ia, alive, 691 days	32.3
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	32.3
TCGA-55-8616-01A	58 years, female, white, stage:ib, alive, 48 days	32.1
TCGA-78-7542-01A	56 years, male, white, stage:ib, dead, 321 days	31.7
TCGA-95-8039-01A	72 years, male, white, stage:ia, alive, 830 days	31.5
TCGA-50-7109-01A	60 years, male, white, stage:ia, dead, 308 days	31.0
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia, dead, 1790 days	30.9
TCGA-95-7944-01A	71 years, male, white, stage:ia, alive, 377 days	30.7
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	30.5
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	30.5
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	29.9
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia, dead, 4 days	29.9
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia, dead, 896 days	29.5
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	29.3
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	28.7
TCGA-49-6761-01A	68 years, female, white, stage:iiia, alive, 354 days	28.6
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	28.5
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	28.3
TCGA-64-5781-01A	55 years, female, white, stage:ib, alive, 1559 days	28.0
TCGA-78-7163-01A	60 years, male, white, stage:ib, alive, 7248 days	27.7
TCGA-62-8402-01A	73 years, female, white, stage:iiia, dead, 1498 days	27.7
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	27.4
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	27.0
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	27.0
TCGA-55-A48X-01A	63 years, female, white, stage:iia, alive, 689 days	26.8
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	26.7
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	26.6
TCGA-55-7284-01B	74 years, male, white, stage:iib, dead, 243 days	26.4
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib, alive, 260 days	26.4
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	25.6
TCGA-97-A4M2-01A	66 years, male, white, stage:ia, alive, 624 days	25.3
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv, alive, 578 days	25.2
TCGA-55-7911-01A	70 years, female, white, stage:ia, alive, 537 days	25.1
TCGA-49-4506-01A	68 years, female, white, stage:iib, dead, 999 days	25.1
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	25.1
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	24.9
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	24.9
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	24.9
TCGA-73-4677-01A	75 years, male, white, dead, 38 days	24.7
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	24.3
TCGA-49-6767-01A	46 years, female, white, stage:iib, alive, 677 days	24.3
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib, alive, 522 days	24.3
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	24.3
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	23.9
TCGA-L4-A4E5-01A	48 years, female, white, stage:i, alive, 578 days	23.8
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	23.4
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	23.4
TCGA-97-7552-01A	70 years, male, white, stage:ib, alive, 1932 days	23.2
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	22.3
TCGA-97-7938-01A	76 years, female, white, stage:ia, dead, 18 days	22.1
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	22.0
TCGA-69-7980-01A	70 years, female, white, stage:i, alive, 362 days	21.7
TCGA-44-2655-01A	65 years, female, white, stage:ia, alive, 1324 days	21.6
TCGA-78-7539-01A	75 years, female, white, stage:iia, alive, 791 days	20.8
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia, dead, 561 days	20.8
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	19.8
TCGA-44-2668-01B	51 years, male, white, stage:ib, dead, 761 days	19.6
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	18.9
TCGA-78-7161-01A	69 years, female, white, stage:iib, dead, 291 days	18.8
TCGA-38-4625-01A	66 years, female, white, stage:ib, alive, 2973 days	18.8
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	18.7
TCGA-50-5942-01A	67 years, female, white, stage:ia, alive, 1847 days	18.7
TCGA-97-A4M0-01A	60 years, female, white, stage:ib, alive, 652 days	18.5
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib, alive, 15 days	17.8
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	17.8
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia, alive, 651 days	17.2
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	17.1
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	17.0
TCGA-73-7498-01A	58 years, female, white, stage:ia, alive, 1189 days	17.0
TCGA-91-6840-01A	59 years, female, white, stage:ia, alive, 372 days	16.9
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	16.8
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	16.7
TCGA-78-7149-01A	72 years, male, white, stage:iiib, alive, 3940 days	16.5
TCGA-MP-A4TJ-01A	62 years, female, stage:ia, dead, 339 days	16.5
TCGA-97-A4M5-01A	84 years, male, white, stage:ia, alive, 634 days	16.4
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	16.4
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	16.1
TCGA-55-8511-01A	73 years, female, white, stage:ib, alive, 552 days	16.1
TCGA-97-8552-01A	55 years, female, white, stage:i, alive, 626 days	16.0
TCGA-49-4487-01A	72 years, female, white, stage:ia, dead, 855 days	15.8
TCGA-55-A4DG-01A	71 years, male, white, stage:ia, alive, 608 days	15.5
TCGA-69-7763-01A	69 years, male, white, stage:ia, alive, 690 days	15.4
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	15.3
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	15.3
TCGA-05-5425-01A	68 years, male, stage:iib, alive, 882 days	14.9
TCGA-44-6148-01A	60 years, male, white, stage:ia, alive, 704 days	14.6
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia, alive, 805 days	13.3
TCGA-50-8460-01A	74 years, male, white, stage:ia, alive, 829 days	13.2
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	12.5
TCGA-78-7155-01A	68 years, male, white, stage:ib, dead, 1171 days	12.5
TCGA-67-3774-01A	73 years, female, white, stage:ib, alive, 385 days	12.4
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	12.2
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	11.7
TCGA-78-8660-01A	69 years, male, stage:iib, dead, 321 days	11.6
TCGA-78-7540-01A	66 years, female, white, stage:ib, dead, 1197 days	11.6
TCGA-55-7816-01A	49 years, female, white, stage:iv, dead, 468 days	11.5
TCGA-49-6742-01A	70 years, male, white, stage:iia, dead, 488 days	11.0
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	10.9
TCGA-55-A492-01A	70 years, female, white, stage:ia, alive, 596 days	10.8
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	10.6
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	10.6
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia, alive, 741 days	10.6
TCGA-49-4486-01A	72 years, male, white, stage:ia, dead, 2318 days	10.6
TCGA-55-8094-01A	51 years, male, white, stage:iv, alive, 541 days	10.5
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	10.5
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia, alive, 565 days	10.3
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	10.2
TCGA-91-A4BC-01A	59 years, male, white, stage:iia, alive, 44 days	10.1
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	10.0
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia, alive, 4992 days	9.6
TCGA-83-5908-01A	59 years, female, white, stage:ia, alive, 824 days	9.3
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	8.8
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	8.5
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	8.4
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	8.3
TCGA-55-7283-01A	76 years, female, white, stage:iiia, alive, 609 days	7.9
TCGA-55-8097-01A	60 years, female, white, stage:ia, alive, 476 days	7.8
TCGA-69-7764-01A	75 years, male, white, stage:ia, alive, 414 days	7.7
TCGA-78-8662-01A	53 years, female, stage:ib, dead, 3361 days	7.5
TCGA-53-7813-01A	51 years, female, white, stage:iiib, alive, 424 days	7.2
TCGA-97-A4M1-01A	52 years, female, white, stage:ia, alive, 601 days	6.5
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	6.4
TCGA-69-7973-01A	42 years, female, white, stage:ib, alive, 230 days	6.3
TCGA-49-4514-01A	79 years, female, white, stage:ia, alive, 1700 days	6.3
TCGA-55-8512-01A	41 years, male, white, stage:iv, dead, 607 days	6.3
TCGA-50-5932-01A	75 years, male, white, stage:iib, dead, 1235 days	6.2
TCGA-78-7162-01A	75 years, male, white, stage:ia, dead, 3169 days	5.9
TCGA-97-8174-01A	67 years, male, white, stage:iia, dead, 164 days	5.4
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	5.2
TCGA-55-6972-01A	72 years, male, white, stage:ib, dead, 1632 days	5.1
TCGA-97-A4M3-01A	69 years, female, white, stage:ia, alive, 540 days	5.0
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia, alive, 617 days	4.7
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib, dead, 340 days	4.6
TCGA-50-6597-01A	79 years, female, white, stage:ib, dead, 1268 days	4.5
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia, alive, 1013 days	4.4
TCGA-55-8089-01A	56 years, male, white, stage:ia, dead, 702 days	4.3
TCGA-44-6776-01A	60 years, female, white, stage:ia, alive, 2616 days	4.3
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia, alive, 605 days	4.1
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	3.6
TCGA-78-7156-01A	62 years, male, white, stage:iv, dead, 976 days	3.6
TCGA-44-6146-01A	64 years, male, white, stage:iib, alive, 728 days	2.1
TCGA-78-7633-01A	67 years, male, white, stage:ib, dead, 1528 days	2.0
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	1.1
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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 HPA027541
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