Expression of PI3 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

PI3 is not prognostic in lung cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 1.38
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

244.0

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	8501.4
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	8352.6
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	7898.7
TCGA-75-6214-01A	female, stage:iiia, dead, 1115 days	7849.8
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	7423.9
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	5343.2
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	5190.7
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	5110.5
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	4208.7
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	3892.2
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	3628.9
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	3573.6
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	3501.0
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	3449.7
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	3418.1
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	3359.9
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	3345.9
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	3079.4
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	2902.7
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	2783.1
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	2645.5
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	2629.0
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	2500.3
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	2463.9
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	2425.7
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	2246.4
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	2239.5
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	2227.3
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	2105.6
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	2099.7
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	2079.1
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	2015.3
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	1995.0
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	1941.4
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	1930.4
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	1850.4
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	1816.9
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	1807.7
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	1680.0
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	1675.6
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	1656.7
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	1522.9
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	1499.5
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	1487.3
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	1482.5
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	1419.7
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	1407.9
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	1382.0
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	1359.1
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	1358.5
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	1223.7
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	1187.5
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	1143.5
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	1133.5
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	1129.4
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	1125.1
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	1106.7
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	1100.7
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	1090.1
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	1079.1
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	1075.8
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	1070.7
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	1059.3
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	1037.9
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	1024.1
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	1007.3
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	1006.5
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	998.7
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	991.6
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	987.7
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	970.6
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	964.2
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	948.5
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	932.0
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	907.0
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	892.8
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	888.7
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	837.7
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	827.7
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	823.8
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	781.6
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	780.1
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	765.2
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	756.5
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	744.5
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	724.7
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	711.0
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	710.5
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	708.6
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	708.2
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	695.3
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	679.9
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	669.0
TCGA-55-7726-01A	72 years, female, white, stage:ia, alive, 652 days	659.4
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	651.6
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	642.0
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	639.6
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	635.6
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	633.5
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	621.8
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	616.7
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	601.7
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	579.9
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	555.5
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	548.4
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	538.3
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	526.5
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	517.9
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	509.2
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	505.6
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	501.5
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	470.9
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	461.1
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	426.2
TCGA-55-7724-01A	76 years, female, white, stage:ib, alive, 705 days	411.2
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	407.0
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	400.4
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	399.4
TCGA-55-8204-01A	87 years, female, white, stage:ib, alive, 515 days	384.0
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	383.9
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	383.3
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	383.2
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	379.1
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	371.0
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	364.6
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	363.6
TCGA-62-8399-01A	62 years, male, white, stage:iiia, alive, 2696 days	361.6
TCGA-86-7711-01A	70 years, male, white, stage:iia, dead, 1046 days	360.8
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	358.4
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	357.7
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	347.2
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	343.5
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	312.2
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	306.6
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	305.6
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	303.5
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	296.9
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	296.5
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	294.7
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	294.6
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	288.9
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	287.1
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	286.6
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	285.8
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	284.5
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	282.3
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	279.6
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	278.3
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	264.0
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	259.8
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	257.6
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	256.6
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	255.9
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	252.5
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	249.9
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	248.2
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	247.9
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	237.4
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	235.6
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	226.4
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	225.1
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	223.2
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	223.0
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	216.5
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	215.1
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	214.6
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	213.9
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	212.8
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	207.6
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	207.3
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	200.6
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	199.9
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	199.3
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	196.4
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	193.5
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	193.1
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	188.8
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	187.8
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	187.6
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	183.1
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	182.1
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	177.7
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	175.8
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	175.1
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	174.9
TCGA-50-6592-01A	71 years, female, white, stage:ib, dead, 777 days	169.8
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	169.4
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	166.4
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	166.4
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	162.8
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	162.3
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	160.4
TCGA-50-6590-01A	72 years, female, white, stage:ib, dead, 1288 days	159.3
TCGA-64-5815-01A	74 years, male, white, stage:iib, alive, 866 days	156.3
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	155.5
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	155.0
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	153.6
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	152.6
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	150.7
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	150.0
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	148.7
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	147.3
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	145.0
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	141.6
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	140.9
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	140.8
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	140.7
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	140.2
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	140.2
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	140.1
TCGA-95-7947-01A	67 years, male, white, stage:ia, alive, 477 days	135.2
TCGA-55-6984-01A	female, white, stage:iib, dead, 760 days	133.5
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	133.4
TCGA-55-8619-01A	72 years, female, white, stage:iib, alive, 416 days	131.6
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	131.0
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	130.9
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	127.5
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	126.8
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	125.5
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	122.1
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	121.1
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	120.2
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	118.5
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	117.4
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	117.1
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	116.1
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	115.6
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	115.2
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	115.2
TCGA-69-7761-01A	85 years, male, white, stage:ib, alive, 186 days	113.2
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	112.4
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	109.7
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	108.6
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	107.1
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	105.4
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	105.2
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	104.4
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	104.0
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	103.4
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	103.1
TCGA-78-7150-01A	59 years, male, white, stage:iib, dead, 666 days	101.1
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	101.1
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	100.6
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	100.5
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	99.9
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	98.9
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	97.0
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	96.7
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	96.5
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	93.3
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	92.0
TCGA-49-4506-01A	68 years, female, white, stage:iib, dead, 999 days	90.2
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	89.1
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	88.3
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	87.3
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	86.9
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	86.5
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	85.5
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	85.3
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	84.4
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	83.7
TCGA-05-5429-01A	60 years, male, stage:iiia, dead, 275 days	83.0
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	82.0
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	80.9
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	80.2
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	80.0
TCGA-05-4415-01A	57 years, male, stage:iiib, dead, 91 days	79.8
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	78.6
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	78.5
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	77.6
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	76.6
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	75.4
TCGA-64-5781-01A	55 years, female, white, stage:ib, alive, 1559 days	74.2
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	74.0
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	73.6
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	73.2
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	72.7
TCGA-73-4670-01A	69 years, female, white, stage:iv, alive, 131 days	71.3
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	70.9
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	69.0
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	65.0
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	64.7
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	63.4
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	63.4
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	61.5
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	59.4
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	59.3
TCGA-78-7159-01A	60 years, female, white, stage:ia, alive, 1974 days	58.3
TCGA-78-7220-01A	53 years, female, white, stage:iiia, dead, 807 days	58.2
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	57.4
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	57.3
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	57.3
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	57.0
TCGA-86-8674-01A	50 years, male, white, stage:iia, alive, 806 days	56.9
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	56.4
TCGA-95-7944-01A	71 years, male, white, stage:ia, alive, 377 days	56.1
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	55.9
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	55.7
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	55.6
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	54.4
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	54.2
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	53.7
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	51.1
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	50.4
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	49.8
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia, dead, 336 days	49.2
TCGA-55-8299-01A	61 years, female, white, stage:ia, dead, 469 days	48.7
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia, alive, 1175 days	48.3
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	48.3
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	47.9
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	47.2
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia, alive, 605 days	47.1
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	46.4
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia, alive, 617 days	46.4
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	46.1
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	45.3
TCGA-44-2668-01B	51 years, male, white, stage:ib, dead, 761 days	44.7
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	43.9
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	43.0
TCGA-05-4432-01A	66 years, male, stage:iib, alive, 761 days	41.9
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	41.6
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	41.4
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	41.1
TCGA-05-5425-01A	68 years, male, stage:iib, alive, 882 days	40.9
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	40.9
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	40.8
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	40.5
TCGA-50-6595-01A	74 years, female, white, stage:iiia, dead, 189 days	40.4
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	39.8
TCGA-49-4514-01A	79 years, female, white, stage:ia, alive, 1700 days	39.3
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	39.2
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	38.5
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	38.5
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	37.2
TCGA-86-8359-01A	52 years, male, white, stage:iiia, dead, 444 days	37.0
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	36.6
TCGA-55-8203-01A	69 years, female, white, stage:ia, alive, 547 days	36.4
TCGA-05-4420-01A	41 years, male, stage:ib, alive, 912 days	36.0
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	35.9
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	35.3
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	35.1
TCGA-86-8278-01A	63 years, female, white, stage:iib, alive, 944 days	34.8
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	34.6
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	34.2
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	34.0
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	33.3
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	33.2
TCGA-44-3396-01A	74 years, female, white, stage:iiia, alive, 1130 days	32.7
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	32.6
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia, alive, 1013 days	32.6
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	32.3
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	31.8
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	31.2
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	30.7
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	30.1
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	29.7
TCGA-55-A48Y-01A	69 years, male, white, stage:iia, alive, 630 days	29.4
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia, dead, 950 days	29.3
TCGA-97-A4M3-01A	69 years, female, white, stage:ia, alive, 540 days	29.0
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	28.3
TCGA-80-5608-01A	female, stage:ia, alive, 2832 days	27.6
TCGA-35-5375-01A	61 years, male, white, stage:iiia, alive, 264 days	27.6
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	27.5
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	27.4
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	27.4
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv, dead, 58 days	27.2
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	26.6
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	26.5
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	25.8
TCGA-55-8089-01A	56 years, male, white, stage:ia, dead, 702 days	25.1
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	25.1
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	25.0
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	25.0
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	24.5
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	23.9
TCGA-38-4631-01A	72 years, female, white, stage:ib, dead, 354 days	23.7
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	23.7
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	23.7
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib, alive, 50 days	23.4
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	23.2
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia, alive, 4992 days	23.2
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	22.9
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	22.5
TCGA-05-4397-01A	65 years, male, stage:iib, dead, 731 days	22.0
TCGA-55-8507-01A	53 years, male, white, stage:ia, alive, 418 days	21.9
TCGA-55-7815-01A	77 years, male, stage:ib, alive, 773 days	21.9
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	21.6
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	21.6
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	21.6
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	21.3
TCGA-44-A4SS-01A	73 years, male, white, stage:ia, alive, 415 days	21.0
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	20.9
TCGA-05-4396-01A	76 years, male, stage:iiib, dead, 303 days	20.9
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	20.7
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	20.7
TCGA-MP-A4TJ-01A	62 years, female, stage:ia, dead, 339 days	20.4
TCGA-50-5072-01A	74 years, male, white, stage:iiia, dead, 250 days	20.4
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	20.3
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	20.0
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia, dead, 896 days	19.9
TCGA-38-A44F-01A	80 years, male, white, stage:ib, alive, 133 days	19.9
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	19.7
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	19.6
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	19.6
TCGA-49-4507-01A	73 years, female, white, stage:iiia, dead, 268 days	19.5
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	19.2
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	18.9
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	18.8
TCGA-50-5939-01A	85 years, male, white, stage:ib, dead, 460 days	18.5
TCGA-55-8505-01A	62 years, male, white, stage:iiia, alive, 440 days	18.4
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	18.3
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	18.1
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	18.0
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	17.9
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	17.6
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	17.4
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	17.4
TCGA-35-3615-01A	57 years, male, white, stage:ib, alive, 14 days	17.0
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	16.9
TCGA-93-7348-01A	75 years, female, white, stage:ia, alive, 531 days	16.7
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia, alive, 513 days	16.6
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia, dead, 1135 days	16.5
TCGA-J2-8194-01A	69 years, female, white, stage:iib, alive, 724 days	16.5
TCGA-97-A4M2-01A	66 years, male, white, stage:ia, alive, 624 days	16.3
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	15.8
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	15.8
TCGA-49-6743-01A	81 years, female, white, stage:iiia, alive, 1621 days	15.5
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	15.2
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	15.1
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	15.0
TCGA-86-8076-01A	42 years, male, white, stage:ia, alive, 993 days	15.0
TCGA-62-A471-01A	64 years, male, white, stage:iib, alive, 1246 days	14.8
TCGA-J2-8192-01A	65 years, female, white, stage:iia, alive, 739 days	14.4
TCGA-50-6673-01A	84 years, female, white, stage:i, dead, 22 days	14.3
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia, alive, 827 days	14.3
TCGA-91-6830-01A	65 years, female, white, stage:iia, alive, 60 days	14.1
TCGA-05-4433-01A	82 years, male, stage:ib, alive, 730 days	14.0
TCGA-73-4677-01A	75 years, male, white, dead, 38 days	13.8
TCGA-49-4486-01A	72 years, male, white, stage:ia, dead, 2318 days	13.7
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	13.6
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	13.4
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	13.4
TCGA-55-7995-01A	73 years, female, white, stage:ia, alive, 889 days	13.4
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	13.3
TCGA-49-6742-01A	70 years, male, white, stage:iia, dead, 488 days	13.3
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	12.9
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	12.9
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	12.8
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	12.4
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia, alive, 2161 days	12.4
TCGA-97-8175-01A	55 years, female, white, stage:ib, alive, 551 days	12.4
TCGA-55-8092-01A	75 years, male, white, stage:iib, dead, 154 days	12.3
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	12.1
TCGA-50-5930-01A	47 years, male, white, stage:iiia, dead, 282 days	12.0
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	12.0
TCGA-44-7660-01A	72 years, male, white, stage:ib, alive, 592 days	11.8
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	11.8
TCGA-50-5941-01A	55 years, female, white, stage:iiia, alive, 1474 days	11.8
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	11.7
TCGA-55-8208-01A	73 years, female, white, stage:ia, alive, 674 days	11.7
TCGA-91-6840-01A	59 years, female, white, stage:ia, alive, 372 days	11.6
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	11.6
TCGA-69-8453-01A	77 years, male, white, stage:iib, alive, 788 days	11.4
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	11.3
TCGA-44-6774-01A	56 years, female, white, stage:iiia, alive, 658 days	11.2
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	10.8
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	10.8
TCGA-91-7771-01A	62 years, male, white, stage:iib, alive, 492 days	10.7
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	10.7
TCGA-86-7701-01A	66 years, male, white, stage:iv, alive, 947 days	10.7
TCGA-97-7552-01A	70 years, male, white, stage:ib, alive, 1932 days	10.7
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	10.6
TCGA-44-6145-01A	62 years, female, white, stage:ia, alive, 595 days	10.6
TCGA-62-8402-01A	73 years, female, white, stage:iiia, dead, 1498 days	10.6
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	10.5
TCGA-05-4403-01A	76 years, male, stage:ib, alive, 578 days	10.4
TCGA-78-7542-01A	56 years, male, white, stage:ib, dead, 321 days	10.4
TCGA-49-4494-01A	77 years, male, white, stage:iiia, dead, 1081 days	10.2
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia, alive, 1864 days	10.2
TCGA-55-8614-01A	76 years, male, white, stage:ib, alive, 536 days	10.1
TCGA-55-6968-01A	61 years, male, white, stage:iv, dead, 1293 days	9.9
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	9.8
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	9.7
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	9.6
TCGA-38-4630-01A	75 years, female, white, stage:ib, dead, 1073 days	9.4
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	9.3
TCGA-95-7043-01A	63 years, female, white, stage:ia, dead, 503 days	9.2
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib, dead, 260 days	9.1
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	8.9
TCGA-55-7728-01A	64 years, female, white, stage:ib, alive, 704 days	8.9
TCGA-97-8176-01A	63 years, male, white, stage:iiia, dead, 468 days	8.9
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	8.9
TCGA-05-4382-01A	68 years, male, stage:ib, alive, 607 days	8.9
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	8.8
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	8.8
TCGA-78-7149-01A	72 years, male, white, stage:iiib, alive, 3940 days	8.8
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	8.8
TCGA-55-6971-01A	59 years, female, white, stage:ib, alive, 1400 days	8.8
TCGA-50-8459-01A	68 years, male, white, stage:iib, alive, 1119 days	8.7
TCGA-99-8033-01A	74 years, female, white, stage:iv, dead, 656 days	8.6
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	8.1
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib, alive, 2261 days	8.1
TCGA-75-7025-01A	male, stage:ib, alive, 3305 days	7.9
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	7.8
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	7.8
TCGA-73-4666-01A	52 years, female, white, stage:iv, alive, 800 days	7.8
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia, dead, 561 days	7.6
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	7.6
TCGA-55-6987-01A	77 years, male, white, stage:ia, alive, 2137 days	7.6
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	7.6
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	7.5
TCGA-MP-A4T7-01A	75 years, female, stage:iv, dead, 167 days	7.4
TCGA-97-7553-01A	58 years, female, white, stage:ia, alive, 1870 days	7.4
TCGA-55-1592-01A	male, white, stage:ia, dead, 701 days	7.3
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	7.2
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	7.0
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	7.0
TCGA-64-1677-01A	78 years, female, white, stage:iiia, dead, 628 days	7.0
TCGA-49-4490-01A	45 years, female, white, stage:iiia, dead, 385 days	6.9
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	6.9
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	6.8
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	6.8
TCGA-55-8506-01A	62 years, female, white, stage:iib, alive, 11 days	6.7
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	6.7
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	6.7
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	6.7
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	6.7
TCGA-44-6779-01A	50 years, female, white, stage:iib, dead, 500 days	6.7
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	6.5
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	6.5
TCGA-55-8085-01A	64 years, male, white, stage:ia, alive, 904 days	6.3
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	6.3
TCGA-55-8513-01A	77 years, female, white, stage:iib, alive, 791 days	6.3
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	6.2
TCGA-44-7670-01A	47 years, female, white, stage:iia, alive, 882 days	6.1
TCGA-05-4390-01A	58 years, female, stage:ib, alive, 1126 days	6.1
TCGA-64-5774-01A	60 years, male, white, stage:ib, alive, 2676 days	6.1
TCGA-86-8673-01A	61 years, male, white, stage:ib, alive, 862 days	6.1
TCGA-55-8621-01A	75 years, female, white, stage:ia, alive, 515 days	6.0
TCGA-49-4487-01A	72 years, female, white, stage:ia, dead, 855 days	6.0
TCGA-91-6831-01A	66 years, male, white, stage:ib, alive, 310 days	5.9
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	5.9
TCGA-44-2661-01A	69 years, female, white, stage:ia, alive, 1159 days	5.8
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	5.8
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	5.8
TCGA-91-A4BC-01A	59 years, male, white, stage:iia, alive, 44 days	5.8
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	5.7
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	5.6
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv, alive, 578 days	5.6
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	5.5
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	5.5
TCGA-62-8398-01A	55 years, male, white, stage:iiia, dead, 444 days	5.4
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	5.4
TCGA-55-8512-01A	41 years, male, white, stage:iv, dead, 607 days	5.3
TCGA-78-7156-01A	62 years, male, white, stage:iv, dead, 976 days	5.3
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	5.2
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	5.2
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	5.1
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	5.1
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	5.1
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia, alive, 664 days	5.1
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	5.0
TCGA-55-6642-01A	63 years, male, white, stage:ib, alive, 2449 days	5.0
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	4.9
TCGA-05-4434-01A	67 years, female, stage:iv, dead, 457 days	4.9
TCGA-05-4418-01A	69 years, male, stage:iiia, dead, 274 days	4.9
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	4.9
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	4.9
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	4.8
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	4.8
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia, alive, 426 days	4.8
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	4.8
TCGA-55-6970-01A	67 years, female, white, stage:iiia, dead, 464 days	4.8
TCGA-99-8032-01A	62 years, male, white, stage:ia, alive, 44 days	4.8
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	4.8
TCGA-78-7633-01A	67 years, male, white, stage:ib, dead, 1528 days	4.7
TCGA-38-4627-01A	64 years, female, white, stage:iia, dead, 1147 days	4.7
TCGA-91-A4BD-01A	78 years, male, white, stage:iia, alive, 603 days	4.7
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	4.7
TCGA-44-7672-01A	52 years, female, white, stage:ia, alive, 719 days	4.6
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	4.6
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	4.6
TCGA-91-6847-01A	62 years, female, white, stage:ib, alive, 842 days	4.6
TCGA-62-A46P-01A	65 years, male, white, stage:ib, dead, 594 days	4.6
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia, alive, 1040 days	4.5
TCGA-55-6972-01A	72 years, male, white, stage:ib, dead, 1632 days	4.4
TCGA-50-5044-01A	72 years, female, white, stage:iiib, dead, 624 days	4.4
TCGA-97-A4M7-01A	74 years, male, white, stage:ia, alive, 629 days	4.4
TCGA-53-7624-01A	40 years, female, white, stage:iv, dead, 1043 days	4.4
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia, dead, 74 days	4.4
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia, alive, 610 days	4.2
TCGA-86-8672-01A	59 years, male, white, stage:iib, dead, 19 days	4.2
TCGA-55-6979-01A	59 years, female, white, stage:iib, dead, 237 days	4.1
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia, dead, 307 days	4.1
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	4.1
TCGA-86-8055-01A	79 years, male, white, stage:iia, dead, 124 days	4.1
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	4.1
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	4.1
TCGA-55-8091-01A	75 years, male, white, stage:ib, alive, 600 days	4.1
TCGA-55-6712-01A	male, white, stage:iia, dead, 171 days	4.0
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	4.0
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	3.9
TCGA-38-4626-01A	57 years, female, white, alive, 3674 days	3.8
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	3.8
TCGA-55-7574-01A	64 years, female, white, stage:ib, dead, 995 days	3.8
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	3.7
TCGA-93-A4JO-01A	70 years, male, white, stage:ia, dead, 33 days	3.7
TCGA-55-6543-01A	female, white, stage:ia, alive, 435 days	3.7
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	3.6
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	3.6
TCGA-78-7162-01A	75 years, male, white, stage:ia, dead, 3169 days	3.5
TCGA-55-A4DF-01A	88 years, male, white, stage:ia, dead, 614 days	3.5
TCGA-44-7661-01A	69 years, female, white, stage:ib, dead, 557 days	3.5
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	3.5
TCGA-44-5644-01A	51 years, female, white, stage:ib, alive, 863 days	3.5
TCGA-05-4389-01A	70 years, male, stage:ia, alive, 1369 days	3.4
TCGA-L9-A443-01A	63 years, female, white, stage:ia, dead, 193 days	3.4
TCGA-55-6975-01A	male, white, stage:iib, dead, 118 days	3.4
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	3.4
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	3.3
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	3.3
TCGA-78-7161-01A	69 years, female, white, stage:iib, dead, 291 days	3.3
TCGA-44-A47A-01A	78 years, female, white, stage:ib, alive, 466 days	3.3
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia, alive, 1118 days	3.3
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia, alive, 988 days	3.2
TCGA-86-8358-01A	44 years, male, white, stage:ib, alive, 653 days	3.2
TCGA-78-7537-01A	72 years, male, stage:ib, dead, 1622 days	3.2
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia, alive, 4765 days	3.1
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	3.1
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	3.1
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	3.1
TCGA-44-7662-01A	61 years, male, white, stage:ib, alive, 218 days	3.0
TCGA-55-6983-01A	male, white, stage:iib, alive, 2823 days	3.0
TCGA-38-4629-01A	68 years, male, white, stage:iib, dead, 864 days	3.0
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	2.9
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	2.9
TCGA-05-4417-01A	51 years, female, stage:ib, alive, 455 days	2.9
TCGA-78-7166-01A	84 years, male, white, stage:iib, dead, 258 days	2.9
TCGA-55-A492-01A	70 years, female, white, stage:ia, alive, 596 days	2.9
TCGA-05-5420-01A	67 years, male, stage:iiia, alive, 457 days	2.9
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	2.8
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia, alive, 35 days	2.8
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	2.8
TCGA-44-7667-01A	49 years, female, white, stage:iib, alive, 1097 days	2.8
TCGA-55-8511-01A	73 years, female, white, stage:ib, alive, 552 days	2.8
TCGA-38-7271-01A	72 years, female, white, stage:ia, dead, 800 days	2.8
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	2.7
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia, alive, 3759 days	2.7
TCGA-73-4659-01A	66 years, male, white, stage:iiia, dead, 711 days	2.7
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia, alive, 1060 days	2.7
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	2.7
TCGA-44-A47G-01A	73 years, female, white, stage:ia, alive, 351 days	2.7
TCGA-55-6986-01A	female, white, stage:ib, alive, 3261 days	2.7
TCGA-78-7540-01A	66 years, female, white, stage:ib, dead, 1197 days	2.6
TCGA-97-7941-01A	72 years, female, white, stage:ia, alive, 484 days	2.6
TCGA-91-6848-01A	59 years, male, white, stage:iiia, alive, 224 days	2.6
TCGA-55-7911-01A	70 years, female, white, stage:ia, alive, 537 days	2.6
TCGA-97-A4M6-01A	45 years, female, white, stage:ia, alive, 568 days	2.6
TCGA-55-A490-01A	78 years, male, white, stage:iia, dead, 99 days	2.6
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	2.5
TCGA-78-7152-01A	65 years, male, white, stage:ib, dead, 1215 days	2.5
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia, alive, 852 days	2.5
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	2.5
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	2.5
TCGA-35-4122-01A	69 years, male, white, stage:ia, alive, 225 days	2.5
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib, alive, 467 days	2.5
TCGA-86-6562-01A	52 years, male, white, stage:iia, dead, 376 days	2.5
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	2.5
TCGA-05-4426-01A	71 years, male, stage:ib, alive, 791 days	2.5
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	2.4
TCGA-64-5775-01A	71 years, male, white, stage:iiia, dead, 62 days	2.4
TCGA-64-1680-01A	63 years, male, white, stage:iv, alive, 1126 days	2.4
TCGA-50-5045-01A	57 years, female, black or african american, dead, 2174 days	2.4
TCGA-78-7154-01A	72 years, male, white, stage:iiia, dead, 593 days	2.4
TCGA-86-A456-01A	78 years, female, asian, stage:ia, alive, 896 days	2.3
TCGA-69-7973-01A	42 years, female, white, stage:ib, alive, 230 days	2.3
TCGA-50-7109-01A	60 years, male, white, stage:ia, dead, 308 days	2.3
TCGA-91-6828-01A	70 years, male, white, stage:ia, alive, 323 days	2.3
TCGA-55-6982-01A	female, white, stage:iib, dead, 995 days	2.3
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	2.3
TCGA-75-5147-01A	female, stage:ib, alive, 1333 days	2.3
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	2.2
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	2.2
TCGA-05-4430-01A	59 years, female, stage:ib, alive, 761 days	2.2
TCGA-78-7160-01A	61 years, male, white, stage:iv, dead, 697 days	2.2
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	2.1
TCGA-50-5931-01A	75 years, female, white, stage:ib, dead, 434 days	2.1
TCGA-78-7535-01A	45 years, male, white, stage:ib, dead, 949 days	2.1
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia, alive, 651 days	2.1
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib, alive, 889 days	2.1
TCGA-55-7227-01A	77 years, male, white, stage:iiia, dead, 952 days	2.1
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia, dead, 1229 days	2.1
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	2.1
TCGA-44-3398-01A	77 years, female, white, stage:ia, alive, 1163 days	2.0
TCGA-91-8497-01A	75 years, female, white, stage:ia, dead, 434 days	2.0
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	2.0
TCGA-50-8460-01A	74 years, male, white, stage:ia, alive, 829 days	2.0
TCGA-73-4675-01A	59 years, male, white, stage:iiia, dead, 922 days	2.0
TCGA-62-8394-01A	65 years, female, white, stage:iiib, dead, 139 days	2.0
TCGA-97-8552-01A	55 years, female, white, stage:i, alive, 626 days	2.0
TCGA-67-3773-01A	84 years, female, white, stage:ib, alive, 427 days	2.0
TCGA-69-7764-01A	75 years, male, white, stage:ia, alive, 414 days	2.0
TCGA-69-8254-01A	85 years, male, white, alive, 409 days	1.9
TCGA-38-6178-01A	70 years, female, white, stage:iiia, alive, 448 days	1.9
TCGA-69-7979-01A	71 years, female, white, stage:ib, alive, 408 days	1.9
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia, alive, 824 days	1.9
TCGA-69-7978-01A	59 years, male, white, stage:iib, alive, 134 days	1.9
TCGA-50-5936-01A	58 years, male, white, stage:iiia, dead, 257 days	1.9
TCGA-44-6775-01A	72 years, female, white, stage:ib, alive, 705 days	1.9
TCGA-86-A4JF-01A	56 years, male, white, stage:iib, dead, 737 days	1.8
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	1.8
TCGA-95-A4VN-01A	62 years, female, white, stage:iia, alive, 553 days	1.8
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	1.8
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia, dead, 87 days	1.8
TCGA-91-6836-01A	52 years, female, white, stage:ib, alive, 417 days	1.8
TCGA-75-7027-01A	male, stage:ib, alive, 3059 days	1.8
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib, dead, 1501 days	1.7
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	1.7
TCGA-44-7659-01A	70 years, male, white, stage:ia, alive, 691 days	1.7
TCGA-49-6744-01A	64 years, female, white, stage:iia, alive, 1683 days	1.7
TCGA-50-6593-01A	49 years, female, white, stage:iiia, dead, 336 days	1.7
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	1.7
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib, alive, 486 days	1.6
TCGA-05-4398-01A	47 years, female, stage:iiib, alive, 1431 days	1.6
TCGA-55-A48X-01A	63 years, female, white, stage:iia, alive, 689 days	1.6
TCGA-55-7284-01B	74 years, male, white, stage:iib, dead, 243 days	1.6
TCGA-44-6148-01A	60 years, male, white, stage:ia, alive, 704 days	1.6
TCGA-67-3774-01A	73 years, female, white, stage:ib, alive, 385 days	1.6
TCGA-86-7955-01A	62 years, male, white, stage:ib, alive, 1072 days	1.6
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	1.5
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i, alive, 6732 days	1.5
TCGA-55-8096-01A	67 years, female, white, stage:ib, dead, 719 days	1.5
TCGA-93-8067-01A	77 years, male, asian, stage:ib, alive, 186 days	1.5
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	1.5
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib, alive, 15 days	1.5
TCGA-50-5055-01A	79 years, female, white, stage:iia, dead, 1830 days	1.4
TCGA-44-8119-01A	73 years, male, white, stage:iib, alive, 285 days	1.4
TCGA-49-6745-01A	82 years, male, white, stage:iiia, alive, 522 days	1.4
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib, alive, 1442 days	1.4
TCGA-78-8660-01A	69 years, male, stage:iib, dead, 321 days	1.4
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia, dead, 414 days	1.4
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	1.4
TCGA-86-A4D0-01A	48 years, male, white, stage:iia, dead, 116 days	1.4
TCGA-55-1594-01A	68 years, male, white, stage:iiia, alive, 1178 days	1.4
TCGA-05-4424-01A	70 years, male, stage:iib, alive, 913 days	1.4
TCGA-97-A4M5-01A	84 years, male, white, stage:ia, alive, 634 days	1.4
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia, alive, 741 days	1.3
TCGA-53-7813-01A	51 years, female, white, stage:iiib, alive, 424 days	1.3
TCGA-64-1679-01A	58 years, female, white, stage:iiia, alive, 2488 days	1.3
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia, alive, 658 days	1.3
TCGA-49-6761-01A	68 years, female, white, stage:iiia, alive, 354 days	1.3
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib, alive, 520 days	1.3
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib, dead, 896 days	1.3
TCGA-MP-A4TK-01A	56 years, female, stage:iib, dead, 582 days	1.3
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib, alive, 1893 days	1.3
TCGA-55-8615-01A	67 years, male, white, stage:iiia, alive, 446 days	1.2
TCGA-67-3772-01A	82 years, female, white, stage:ib, alive, 573 days	1.2
TCGA-53-7626-01A	76 years, female, white, stage:iia, dead, 929 days	1.2
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia, dead, 300 days	1.2
TCGA-55-A491-01A	81 years, female, white, stage:ia, alive, 626 days	1.2
TCGA-64-1681-01A	61 years, female, white, stage:ia, dead, 1167 days	1.2
TCGA-62-A46O-01A	65 years, female, white, stage:ib, dead, 1454 days	1.2
TCGA-86-8280-01A	54 years, female, white, stage:iia, alive, 701 days	1.2
TCGA-78-7153-01A	65 years, female, white, stage:ib, alive, 3635 days	1.2
TCGA-55-6985-01A	58 years, female, white, stage:ib, alive, 1233 days	1.2
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	1.2
TCGA-86-8585-01A	57 years, male, white, stage:ib, alive, 353 days	1.2
TCGA-49-4488-01A	74 years, female, white, stage:ia, dead, 869 days	1.2
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia, dead, 1790 days	1.1
TCGA-86-8054-01A	61 years, male, white, stage:iib, alive, 1148 days	1.1
TCGA-49-6767-01A	46 years, female, white, stage:iib, alive, 677 days	1.1
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	1.1
TCGA-44-6776-01A	60 years, female, white, stage:ia, alive, 2616 days	1.1
TCGA-50-6591-01A	63 years, female, white, stage:iv, dead, 119 days	1.1
TCGA-86-8075-01A	66 years, female, white, stage:ib, dead, 694 days	1.1
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia, alive, 526 days	1.1
TCGA-93-7347-01A	76 years, female, white, stage:ia, alive, 683 days	1.1
TCGA-50-5068-01A	59 years, female, white, stage:iib, dead, 1499 days	1.1
TCGA-97-7938-01A	76 years, female, white, stage:ia, dead, 18 days	1.1
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib, dead, 2617 days	1.1
TCGA-69-7763-01A	69 years, male, white, stage:ia, alive, 690 days	1.0
TCGA-44-2662-01A	65 years, male, white, stage:ib, alive, 1280 days	1.0
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	1.0
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	1.0
TCGA-44-4112-01A	60 years, female, white, stage:ib, dead, 808 days	1.0
TCGA-44-2655-01A	65 years, female, white, stage:ia, alive, 1324 days	1.0
TCGA-44-2665-01A	55 years, female, white, stage:iib, alive, 1301 days	1.0
TCGA-69-8255-01A	72 years, male, white, stage:ia, alive, 129 days	1.0
TCGA-80-5611-01A	male, stage:ib, alive, 2595 days	1.0
TCGA-55-7903-01A	64 years, male, white, stage:ia, alive, 567 days	1.0
TCGA-55-8205-01A	76 years, female, white, stage:iia, alive, 599 days	1.0
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv, dead, 1357 days	1.0
TCGA-35-4123-01A	38 years, male, white, stage:ia, alive, 182 days	1.0
TCGA-83-5908-01A	59 years, female, white, stage:ia, alive, 824 days	1.0
TCGA-97-7546-01A	76 years, female, white, stage:ia, alive, 1285 days	1.0
TCGA-64-5779-01A	61 years, male, white, stage:iiia, alive, 864 days	1.0
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib, alive, 651 days	1.0
TCGA-78-7155-01A	68 years, male, white, stage:ib, dead, 1171 days	1.0
TCGA-05-5428-01A	57 years, male, stage:iia, alive, 670 days	1.0
TCGA-69-7760-01A	73 years, male, white, stage:iib, alive, 202 days	1.0
TCGA-91-8499-01A	76 years, female, white, stage:ia, alive, 36 days	0.9
TCGA-78-8640-01A	59 years, male, stage:iia, alive, 7062 days	0.9
TCGA-55-6978-01A	male, white, stage:iia, dead, 176 days	0.9
TCGA-44-2657-01A	74 years, female, white, stage:ib, alive, 1351 days	0.9
TCGA-62-8397-01A	70 years, female, white, stage:iib, alive, 1289 days	0.9
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia, dead, 574 days	0.9
TCGA-55-8090-01A	80 years, male, white, stage:ia, dead, 598 days	0.9
TCGA-05-4249-01A	67 years, male, stage:ib, alive, 1523 days	0.9
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia, alive, 435 days	0.9
TCGA-99-7458-01A	74 years, female, white, stage:iiia, alive, 747 days	0.9
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib, alive, 2224 days	0.9
TCGA-69-7765-01A	56 years, male, black or african american, alive, 165 days	0.9
TCGA-86-8669-01A	64 years, male, white, stage:ia, alive, 938 days	0.9
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib, alive, 260 days	0.9
TCGA-86-8074-01A	62 years, female, white, stage:iia, alive, 24 days	0.9
TCGA-97-8177-01A	59 years, female, white, stage:ib, alive, 499 days	0.9
TCGA-75-5146-01A	male, stage:ib, alive, 2368 days	0.9
TCGA-62-A470-01A	84 years, male, white, stage:ib, dead, 1194 days	0.9
TCGA-64-1678-01A	71 years, female, white, alive, 1189 days	0.9
TCGA-44-3919-01A	71 years, female, white, stage:ia, dead, 1026 days	0.9
TCGA-MP-A4SV-01A	67 years, male, stage:ib, dead, 2620 days	0.9
TCGA-55-8510-01A	55 years, female, white, stage:ib, alive, 539 days	0.8
TCGA-97-A4LX-01A	81 years, male, white, stage:ib, alive, 614 days	0.8
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia, alive, 84 days	0.8
TCGA-55-8206-01A	56 years, male, white, stage:ia, alive, 888 days	0.8
TCGA-86-7953-01A	69 years, female, white, stage:ia, alive, 997 days	0.8
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia, alive, 617 days	0.8
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii, dead, 677 days	0.8
TCGA-55-7725-01A	68 years, female, white, stage:ia, alive, 442 days	0.8
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia, dead, 550 days	0.8
TCGA-44-6777-01A	85 years, female, white, stage:ib, dead, 987 days	0.8
TCGA-95-8039-01A	72 years, male, white, stage:ia, alive, 830 days	0.8
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia, dead, 442 days	0.8
TCGA-86-8671-01A	72 years, female, white, stage:iib, alive, 839 days	0.8
TCGA-78-7148-01A	71 years, male, white, stage:iib, dead, 626 days	0.8
TCGA-86-8073-01A	58 years, male, white, stage:ib, alive, 740 days	0.8
TCGA-86-8056-01A	64 years, female, white, stage:iiia, alive, 139 days	0.8
TCGA-55-6981-01A	53 years, female, white, stage:iiia, dead, 1379 days	0.8
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib, dead, 340 days	0.8
TCGA-55-8616-01A	58 years, female, white, stage:ib, alive, 48 days	0.7
TCGA-75-6206-01A	male, stage:ib, alive, 2590 days	0.7
TCGA-93-A4JN-01A	71 years, male, white, stage:iv, alive, 718 days	0.7
TCGA-05-4427-01A	65 years, female, stage:iib, alive, 791 days	0.7
TCGA-73-4658-01A	80 years, female, white, stage:ib, dead, 1600 days	0.7
TCGA-97-A4M1-01A	52 years, female, white, stage:ia, alive, 601 days	0.7
TCGA-86-6851-01A	73 years, female, white, stage:iia, alive, 179 days	0.7
TCGA-50-5051-01A	42 years, female, white, stage:iiia, dead, 478 days	0.7
TCGA-55-7816-01A	49 years, female, white, stage:iv, dead, 468 days	0.7
TCGA-05-4250-01A	79 years, female, stage:iiia, dead, 121 days	0.7
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia, dead, 429 days	0.7
TCGA-62-A46S-01A	73 years, male, white, stage:ib, dead, 1653 days	0.7
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia, dead, 625 days	0.7
TCGA-50-5946-01A	62 years, male, white, stage:ia, alive, 1617 days	0.7
TCGA-86-8668-01A	61 years, female, white, stage:ia, alive, 423 days	0.7
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	0.6
TCGA-44-A4SU-01A	68 years, female, white, stage:ia, dead, 409 days	0.6
TCGA-97-7937-01A	65 years, male, white, stage:ib, alive, 564 days	0.6
TCGA-55-A4DG-01A	71 years, male, white, stage:ia, alive, 608 days	0.6
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	0.6
TCGA-L9-A444-01A	60 years, female, white, stage:ia, alive, 307 days	0.6
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	0.6
TCGA-05-4402-01A	57 years, female, stage:iv, dead, 244 days	0.6
TCGA-71-6725-01A	48 years, female, asian, stage:ib, alive, 256 days	0.6
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia, dead, 370 days	0.6
TCGA-73-4676-01A	45 years, male, white, stage:iia, dead, 281 days	0.6
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia, alive, 603 days	0.6
TCGA-64-5778-01A	60 years, male, white, stage:ib, alive, 1305 days	0.6
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	0.6
TCGA-67-6216-01A	57 years, female, white, stage:ia, alive, 141 days	0.6
TCGA-97-7554-01A	83 years, female, white, stage:iiia, alive, 775 days	0.6
TCGA-86-8279-01A	46 years, male, white, stage:iia, alive, 949 days	0.5
TCGA-78-7167-01A	77 years, male, white, stage:iv, dead, 2681 days	0.5
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	0.5
TCGA-75-5125-01A	male, stage:iib, dead, 2027 days	0.5
TCGA-55-1596-01A	55 years, male, asian, stage:iib, alive, 2065 days	0.5
TCGA-69-7974-01A	54 years, female, white, stage:iiia, alive, 184 days	0.5
TCGA-97-8547-01A	78 years, female, stage:iiia, alive, 657 days	0.5
TCGA-05-4384-01A	66 years, male, stage:iiia, alive, 426 days	0.5
TCGA-97-8172-01A	75 years, female, white, stage:ib, alive, 545 days	0.5
TCGA-62-A46R-01A	54 years, female, white, stage:ib, dead, 1725 days	0.5
TCGA-62-A472-01A	70 years, male, white, stage:iib, alive, 910 days	0.5
TCGA-97-8174-01A	67 years, male, white, stage:iia, dead, 164 days	0.5
TCGA-05-5715-01A	69 years, female, stage:ib, alive, 62 days	0.5
TCGA-73-7498-01A	58 years, female, white, stage:ia, alive, 1189 days	0.5
TCGA-91-8496-01A	63 years, female, white, stage:ib, alive, 505 days	0.5
TCGA-67-6215-01A	52 years, female, white, stage:ib, alive, 174 days	0.5
TCGA-86-7954-01A	68 years, female, white, stage:ib, alive, 605 days	0.4
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia, alive, 546 days	0.4
TCGA-91-6835-01A	81 years, female, white, stage:ia, alive, 79 days	0.4
TCGA-67-4679-01B	69 years, male, white, alive, 448 days	0.4
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia, alive, 13 days	0.4
TCGA-49-4512-01A	69 years, female, white, stage:iiia, dead, 905 days	0.4
TCGA-50-5932-01A	75 years, male, white, stage:iib, dead, 1235 days	0.4
TCGA-55-7573-01A	72 years, female, white, stage:ia, alive, 487 days	0.4
TCGA-44-2666-01A	43 years, male, white, stage:ib, dead, 97 days	0.4
TCGA-55-7283-01A	76 years, female, white, stage:iiia, alive, 609 days	0.4
TCGA-05-5423-01A	65 years, male, stage:iib, alive, 151 days	0.4
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	0.4
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia, alive, 1432 days	0.4
TCGA-44-8117-01A	54 years, female, white, stage:ib, alive, 385 days	0.4
TCGA-95-7567-01A	61 years, male, white, stage:iib, alive, 568 days	0.4
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	0.4
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia, alive, 1125 days	0.4
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib, alive, 522 days	0.4
TCGA-55-8097-01A	60 years, female, white, stage:ia, alive, 476 days	0.4
TCGA-55-7994-01A	81 years, male, white, stage:iib, alive, 603 days	0.4
TCGA-95-8494-01A	67 years, male, white, stage:iia, alive, 84 days	0.4
TCGA-50-5049-01A	70 years, male, white, stage:ia, alive, 3094 days	0.4
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia, alive, 1079 days	0.4
TCGA-38-4625-01A	66 years, female, white, stage:ib, alive, 2973 days	0.4
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	0.4
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib, dead, 1778 days	0.3
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	0.3
TCGA-55-A493-01A	54 years, female, white, stage:ib, alive, 28 days	0.3
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib, alive, 476 days	0.3
TCGA-55-8301-01A	59 years, male, white, stage:ib, alive, 534 days	0.3
TCGA-69-7980-01A	70 years, female, white, stage:i, alive, 362 days	0.3
TCGA-97-A4M0-01A	60 years, female, white, stage:ib, alive, 652 days	0.3
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	0.3
TCGA-MP-A4T8-01A	68 years, male, stage:iiia, dead, 161 days	0.3
TCGA-62-8395-01A	80 years, female, white, stage:iib, alive, 1216 days	0.3
TCGA-49-4501-01A	67 years, female, white, stage:ib, dead, 1421 days	0.3
TCGA-55-8094-01A	51 years, male, white, stage:iv, alive, 541 days	0.3
TCGA-86-7713-01A	70 years, male, white, stage:iia, alive, 1157 days	0.3
TCGA-49-4505-01A	61 years, female, white, stage:iib, dead, 428 days	0.3
TCGA-50-5944-01A	69 years, female, white, stage:ia, alive, 1750 days	0.3
TCGA-64-1676-01A	58 years, male, white, stage:ia, alive, 1728 days	0.3
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia, alive, 565 days	0.3
TCGA-55-7281-01A	70 years, female, white, stage:ia, alive, 872 days	0.3
TCGA-44-3918-01A	60 years, female, white, stage:ia, alive, 1036 days	0.3
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia, dead, 4 days	0.3
TCGA-38-4628-01A	65 years, female, white, stage:iib, dead, 1492 days	0.3
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia, dead, 879 days	0.3
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib, alive, 2248 days	0.3
TCGA-55-8302-01A	54 years, male, white, stage:ib, alive, 478 days	0.3
TCGA-55-8087-01A	59 years, female, white, stage:ib, alive, 462 days	0.3
TCGA-50-6597-01A	79 years, female, white, stage:ib, dead, 1268 days	0.3
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia, alive, 1071 days	0.2
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	0.2
TCGA-78-7146-01A	71 years, female, white, stage:iiia, dead, 173 days	0.2
TCGA-86-A4P7-01A	63 years, female, white, stage:ib, alive, 415 days	0.2
TCGA-73-7499-01A	81 years, female, white, stage:ib, dead, 1531 days	0.2
TCGA-05-4425-01A	70 years, female, stage:iv, alive, 669 days	0.2
TCGA-05-4405-01A	74 years, female, stage:ib, alive, 610 days	0.2
TCGA-55-7727-01A	71 years, male, white, stage:iiia, alive, 119 days	0.2
TCGA-78-8648-01A	58 years, female, stage:iib, dead, 1209 days	0.2
TCGA-67-6217-01A	73 years, female, white, stage:iia, alive, 422 days	0.2
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	0.2
TCGA-75-6212-01A	female, stage:iib, dead, 1516 days	0.2
TCGA-78-7147-01A	67 years, female, white, stage:iib, dead, 586 days	0.2
TCGA-44-6146-01A	64 years, male, white, stage:iib, alive, 728 days	0.2
TCGA-91-6829-01A	79 years, male, white, stage:ib, dead, 1258 days	0.2
TCGA-97-7547-01A	67 years, female, white, stage:ib, alive, 1965 days	0.2
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia, alive, 805 days	0.2
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia, dead, 1265 days	0.2
TCGA-50-5935-01A	86 years, female, white, stage:ia, dead, 653 days	0.2
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	0.2
TCGA-44-6147-01B	67 years, female, white, stage:ia, alive, 845 days	0.2
TCGA-55-5899-01A	male, white, alive, 930 days	0.2
TCGA-44-2659-01A	65 years, female, white, stage:iib, alive, 1367 days	0.2
TCGA-05-4422-01A	68 years, male, stage:ib, alive, 365 days	0.2
TCGA-55-8207-01A	73 years, male, white, stage:ib, alive, 977 days	0.2
TCGA-78-7536-01A	70 years, male, white, stage:iiia, dead, 244 days	0.2
TCGA-44-A47B-01A	79 years, male, white, stage:ib, alive, 287 days	0.2
TCGA-50-5933-01A	72 years, male, white, stage:iiib, dead, 2393 days	0.2
TCGA-73-4662-01A	65 years, female, white, stage:ia, alive, 2515 days	0.2
TCGA-55-8620-01A	60 years, male, white, stage:iv, dead, 375 days	0.1
TCGA-L4-A4E5-01A	48 years, female, white, stage:i, alive, 578 days	0.1
TCGA-O1-A52J-01A	74 years, female, white, stage:ia, dead, 1798 days	0.1
TCGA-78-7163-01A	60 years, male, white, stage:ib, alive, 7248 days	0.1
TCGA-50-5942-01A	67 years, female, white, stage:ia, alive, 1847 days	0.1
TCGA-78-7145-01A	52 years, female, white, stage:iv, dead, 826 days	0.1
TCGA-44-3917-01A	33 years, female, white, stage:ib, alive, 1183 days	0.1
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib, alive, 670 days	0.1
TCGA-95-7948-01A	42 years, female, white, stage:ib, alive, 476 days	0.1
TCGA-78-8655-01A	77 years, female, stage:ia, alive, 2360 days	0.1
TCGA-78-8662-01A	53 years, female, stage:ib, dead, 3361 days	0.1
TCGA-55-7914-01A	71 years, female, white, stage:iia, dead, 187 days	0.1
TCGA-62-A46V-01A	78 years, female, white, stage:ib, alive, 2199 days	0.1
TCGA-55-6980-01A	male, white, stage:ia, alive, 2109 days	0.1
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	0.1
TCGA-97-8179-01A	72 years, male, white, stage:ia, alive, 435 days	0.1
TCGA-67-3770-01A	70 years, female, white, stage:ia, alive, 610 days	0.1
TCGA-97-8171-01A	81 years, male, asian, stage:iv, alive, 568 days	0.1
TCGA-55-7907-01A	77 years, male, white, stage:iia, dead, 343 days	0.1
TCGA-95-7039-01A	54 years, female, white, stage:iib, alive, 1272 days	0.1
TCGA-71-8520-01A	60 years, female, asian, stage:ib, dead, 210 days	0.1
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	0.0
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	0.0
TCGA-78-7143-01A	62 years, female, white, stage:ib, dead, 4961 days	0.0
TCGA-78-7158-01A	59 years, female, white, stage:iiib, dead, 179 days	0.0
TCGA-44-2656-01B	59 years, male, white, stage:ib, alive, 1429 days	0.0
TCGA-78-7539-01A	75 years, female, white, stage:iia, alive, 791 days	0.0
TCGA-55-A494-01A	61 years, female, white, stage:ib, alive, 481 days	0.0
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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 HPA017737	Antibody CAB009449
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