Expression of TUBB 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

TUBB is not prognostic in lung cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 161.65
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

270.0

Number of samples

994

Samples

Sample	Description	FPKM
TCGA-50-6591-01A	63 years, female, white, stage:iv, dead, 119 days	1178.1
TCGA-22-5481-01A	72 years, female, white, stage:iib, dead, 2409 days	1024.8
TCGA-77-8139-01A	72 years, male, stage:iib, alive, 3166 days	962.8
TCGA-85-6560-01A	59 years, male, white, stage:iia, alive, 1259 days	874.3
TCGA-46-6026-01A	81 years, male, white, stage:iib, alive, 423 days	840.4
TCGA-NK-A5D1-01A	57 years, male, white, stage:iia, alive, 511 days	831.7
TCGA-22-4595-01A	57 years, male, white, stage:iiia, dead, 734 days	807.4
TCGA-21-1081-01A	69 years, male, white, stage:iib, dead, 284 days	763.4
TCGA-62-8399-01A	62 years, male, white, stage:iiia, alive, 2696 days	751.9
TCGA-91-6847-01A	62 years, female, white, stage:ib, alive, 842 days	740.0
TCGA-34-5929-01A	79 years, female, white, stage:ib, dead, 151 days	675.9
TCGA-O2-A5IB-01A	71 years, female, white, stage:iii, dead, 340 days	675.8
TCGA-34-5927-01A	70 years, female, white, stage:ia, alive, 1361 days	670.9
TCGA-66-2765-01A	64 years, male, stage:ib, alive, 61 days	665.2
TCGA-86-8358-01A	44 years, male, white, stage:ib, alive, 653 days	655.3
TCGA-52-7809-01A	74 years, male, white, stage:ib, dead, 166 days	646.6
TCGA-33-4582-01A	55 years, male, white, stage:ia, dead, 3149 days	642.9
TCGA-78-7155-01A	68 years, male, white, stage:ib, dead, 1171 days	629.3
TCGA-56-A49D-01A	67 years, male, white, stage:iiia, alive, 637 days	628.1
TCGA-77-A5G7-01B	63 years, male, stage:ia, dead, 180 days	623.8
TCGA-56-8307-01A	55 years, female, white, stage:iib, alive, 818 days	619.9
TCGA-39-5029-01A	67 years, male, white, stage:iiia, dead, 740 days	618.0
TCGA-85-6798-01A	57 years, male, white, stage:iiia, dead, 195 days	608.6
TCGA-77-8143-01A	76 years, male, stage:iiia, dead, 803 days	607.2
TCGA-38-4631-01A	72 years, female, white, stage:ib, dead, 354 days	599.1
TCGA-58-8390-01A	70 years, male, white, stage:iia, alive, 911 days	596.7
TCGA-22-5485-01A	58 years, female, white, stage:ia, dead, 916 days	594.8
TCGA-56-8304-01A	73 years, female, white, stage:ia, alive, 106 days	586.7
TCGA-43-2578-01A	59 years, female, white, stage:ia, dead, 684 days	584.8
TCGA-O2-A52W-01A	63 years, male, black or african american, stage:i, dead, 261 days	581.9
TCGA-85-7699-01A	73 years, male, white, stage:iiia, dead, 1001 days	577.5
TCGA-77-A5G6-01A	66 years, male, stage:iiia, dead, 678 days	577.1
TCGA-34-5928-01A	83 years, female, white, stage:iib, alive, 1196 days	576.4
TCGA-63-A5MH-01A	68 years, male, stage:ia, alive, 2026 days	570.9
TCGA-95-7562-01A	71 years, male, black or african american, stage:iia, dead, 87 days	568.5
TCGA-22-4607-01A	75 years, male, white, stage:ib, dead, 587 days	567.9
TCGA-85-8277-01A	70 years, male, white, stage:iiia, dead, 307 days	560.2
TCGA-98-A538-01A	67 years, male, white, stage:iib, alive, 826 days	558.2
TCGA-78-8662-01A	53 years, female, stage:ib, dead, 3361 days	555.7
TCGA-85-A4JB-01A	74 years, male, white, stage:iib, alive, 942 days	555.7
TCGA-56-6545-01A	77 years, female, white, stage:ib, alive, 666 days	555.0
TCGA-18-3410-01A	81 years, male, stage:iib, dead, 146 days	550.4
TCGA-50-5931-01A	75 years, female, white, stage:ib, dead, 434 days	549.6
TCGA-60-2719-01A	83 years, female, white, stage:ib, alive, 1297 days	545.9
TCGA-39-5021-01A	70 years, male, white, stage:ib, dead, 2086 days	540.0
TCGA-55-8614-01A	76 years, male, white, stage:ib, alive, 536 days	537.0
TCGA-38-4630-01A	75 years, female, white, stage:ib, dead, 1073 days	536.8
TCGA-60-2711-01A	64 years, female, white, stage:ib, alive, 1260 days	528.8
TCGA-77-7337-01A	65 years, male, white, stage:iib, dead, 3253 days	528.8
TCGA-44-7670-01A	47 years, female, white, stage:iia, alive, 882 days	525.7
TCGA-94-8035-01A	64 years, male, white, stage:iib, alive, 122 days	524.4
TCGA-33-4533-01A	76 years, female, black or african american, stage:ib, alive, 4068 days	520.9
TCGA-34-A5IX-01A	80 years, male, white, stage:iib, alive, 1031 days	516.3
TCGA-66-2754-01A	67 years, male, stage:iiia, alive, 61 days	516.2
TCGA-21-5787-01A	65 years, male, black or african american, stage:iiia, dead, 329 days	513.3
TCGA-50-5044-01A	72 years, female, white, stage:iiib, dead, 624 days	512.8
TCGA-38-4625-01A	66 years, female, white, stage:ib, alive, 2973 days	511.9
TCGA-63-A5MI-01A	65 years, male, stage:iiia, alive, 1784 days	510.3
TCGA-22-5489-01A	64 years, male, white, stage:ia, dead, 1912 days	508.5
TCGA-90-7766-01A	66 years, female, white, stage:ia, alive, 289 days	503.0
TCGA-63-A5MW-01A	76 years, male, stage:ib, alive, 1639 days	502.8
TCGA-77-8148-01A	68 years, male, stage:iiia, alive, 2023 days	500.5
TCGA-43-6143-01A	70 years, male, white, stage:ib, alive, 699 days	498.4
TCGA-43-7658-01A	75 years, female, white, stage:ia, dead, 2378 days	496.3
TCGA-NC-A5HK-01A	58 years, female, white, stage:iib, alive, 128 days	494.5
TCGA-60-2695-01A	74 years, female, white, stage:ib, alive, 642 days	491.0
TCGA-22-4593-01A	77 years, male, white, stage:iia, dead, 1067 days	490.3
TCGA-77-6844-01A	74 years, male, white, stage:iiia, dead, 2284 days	489.4
TCGA-44-7667-01A	49 years, female, white, stage:iib, alive, 1097 days	488.2
TCGA-60-2703-01A	73 years, male, white, stage:iib, dead, 2945 days	486.1
TCGA-77-8144-01A	70 years, male, stage:ib, alive, 833 days	483.3
TCGA-66-2757-01A	65 years, female, stage:ia, dead, 1338 days	478.5
TCGA-NC-A5HI-01A	68 years, female, white, stage:ib, alive, 1743 days	478.1
TCGA-33-4587-01A	63 years, female, white, stage:ib, dead, 1656 days	477.2
TCGA-68-8251-01A	78 years, male, white, stage:ib, alive, 406 days	476.5
TCGA-77-6842-01A	79 years, male, white, stage:iib, dead, 899 days	476.2
TCGA-56-8082-01A	80 years, female, white, stage:iia, alive, 455 days	474.7
TCGA-80-5611-01A	male, stage:ib, alive, 2595 days	474.5
TCGA-93-A4JN-01A	71 years, male, white, stage:iv, alive, 718 days	470.0
TCGA-43-7656-01A	71 years, male, white, stage:ia, alive, 596 days	468.2
TCGA-56-7823-01B	58 years, female, white, stage:iia, alive, 1011 days	464.8
TCGA-22-4613-01A	73 years, female, white, stage:ia, dead, 358 days	460.1
TCGA-05-4397-01A	65 years, male, stage:iib, dead, 731 days	458.6
TCGA-97-7554-01A	83 years, female, white, stage:iiia, alive, 775 days	458.6
TCGA-NC-A5HT-01A	69 years, male, white, stage:iiia, alive, 804 days	456.3
TCGA-22-5480-01A	66 years, female, white, stage:ia, dead, 2170 days	456.1
TCGA-55-7570-01A	60 years, male, black or african american, stage:ia, alive, 824 days	452.8
TCGA-86-8075-01A	66 years, female, white, stage:ib, dead, 694 days	452.0
TCGA-98-A53A-01A	70 years, male, black or african american, stage:ib, dead, 552 days	450.5
TCGA-LA-A7SW-01A	71 years, male, black or african american, stage:iiia, dead, 408 days	449.8
TCGA-66-2755-01A	63 years, male, stage:ib, alive, 28 days	447.5
TCGA-98-8021-01A	75 years, female, white, stage:ia, alive, 937 days	447.0
TCGA-37-A5EM-01A	49 years, male, white, stage:ii, alive, 867 days	446.6
TCGA-66-2734-01A	62 years, female, stage:ib, alive, 1311 days	444.9
TCGA-91-6848-01A	59 years, male, white, stage:iiia, alive, 224 days	444.2
TCGA-34-5231-01A	72 years, male, white, stage:ia, dead, 1984 days	443.8
TCGA-22-1011-01A	73 years, male, white, stage:ib, dead, 53 days	438.8
TCGA-78-7542-01A	56 years, male, white, stage:ib, dead, 321 days	438.5
TCGA-58-A46J-01A	64 years, male, white, stage:iib, alive, 2589 days	438.0
TCGA-56-7730-01A	73 years, male, white, stage:iia, dead, 198 days	437.1
TCGA-21-5782-01A	68 years, female, white, stage:ib, dead, 962 days	435.2
TCGA-58-8392-01A	70 years, male, white, stage:ib, dead, 501 days	434.0
TCGA-58-8387-01A	60 years, male, white, stage:iia, dead, 403 days	433.2
TCGA-37-4141-01A	65 years, female, white, stage:ia, alive, 12 days	432.4
TCGA-77-A5GB-01B	90 years, male, stage:ib, dead, 937 days	431.8
TCGA-77-7465-01A	59 years, male, white, stage:iia, alive, 990 days	431.7
TCGA-66-2792-01A	58 years, male, stage:iib, alive, 913 days	429.7
TCGA-77-8153-01A	77 years, female, stage:ib, alive, 1992 days	428.0
TCGA-62-8394-01A	65 years, female, white, stage:iiib, dead, 139 days	427.8
TCGA-56-7222-01A	60 years, male, white, stage:ib, dead, 562 days	427.3
TCGA-66-2800-01A	70 years, male, stage:iiib, alive, 1492 days	426.6
TCGA-90-6837-01A	64 years, male, white, stage:iib, alive, 758 days	425.0
TCGA-55-A491-01A	81 years, female, white, stage:ia, alive, 626 days	424.5
TCGA-60-2716-01A	39 years, male, stage:iib, alive, 1475 days	423.1
TCGA-49-4514-01A	79 years, female, white, stage:ia, alive, 1700 days	422.0
TCGA-34-2600-01A	76 years, female, white, stage:ia, dead, 1874 days	421.1
TCGA-60-2720-01A	60 years, female, white, stage:ib, alive, 97 days	417.3
TCGA-58-8391-01A	57 years, female, white, stage:iiia, alive, 2167 days	416.0
TCGA-18-3409-01A	74 years, male, white, stage:ia, alive, 3747 days	414.7
TCGA-43-8116-01A	73 years, male, white, stage:ia, alive, 358 days	414.5
TCGA-64-1677-01A	78 years, female, white, stage:iiia, dead, 628 days	414.4
TCGA-22-4591-01A	80 years, male, white, stage:iiia, dead, 623 days	413.7
TCGA-18-3419-01A	73 years, male, stage:iib, alive, 2811 days	412.8
TCGA-85-8664-01A	73 years, male, white, stage:iib, dead, 550 days	412.4
TCGA-60-2710-01A	67 years, female, white, stage:iia, alive, 2024 days	411.4
TCGA-46-3765-01A	59 years, female, white, stage:ia, alive, 405 days	409.9
TCGA-56-8083-01A	56 years, male, white, stage:ib, alive, 150 days	409.7
TCGA-66-2790-01A	72 years, male, stage:iib, alive, 699 days	409.0
TCGA-49-AAR3-01A	69 years, male, black or african american, stage:iib, alive, 1893 days	408.7
TCGA-58-8393-01A	68 years, female, white, stage:ib, alive, 1058 days	408.6
TCGA-63-6202-01A	male, stage:iia, alive, 1602 days	408.4
TCGA-44-8120-01A	58 years, male, black or african american, stage:ib, alive, 260 days	408.0
TCGA-33-4566-01A	40 years, male, white, stage:ib, dead, 5287 days	407.9
TCGA-85-8582-01A	49 years, male, white, stage:ia, alive, 1160 days	407.9
TCGA-21-1082-01A	61 years, male, white, stage:ib, alive, 3644 days	407.0
TCGA-60-2723-01A	74 years, female, white, stage:ib, alive, 1092 days	406.7
TCGA-22-1002-01A	69 years, male, white, stage:ia, dead, 131 days	404.8
TCGA-39-5030-01A	81 years, female, asian, stage:iiia, dead, 59 days	404.7
TCGA-98-8020-01A	56 years, female, black or african american, stage:iiia, dead, 84 days	403.4
TCGA-60-2708-01A	64 years, female, white, stage:iib, alive, 2447 days	403.1
TCGA-66-2787-01A	57 years, male, stage:ia, alive, 1217 days	403.0
TCGA-77-6843-01A	74 years, male, white, stage:iia, dead, 2224 days	402.8
TCGA-71-6725-01A	48 years, female, asian, stage:ib, alive, 256 days	402.5
TCGA-66-2727-01A	55 years, female, stage:ib, dead, 516 days	402.1
TCGA-NC-A5HG-01A	59 years, male, white, stage:iiia, alive, 1963 days	401.6
TCGA-39-5019-01A	70 years, male, white, stage:ib, alive, 3387 days	401.4
TCGA-90-7767-01A	56 years, male, white, stage:iib, alive, 89 days	400.7
TCGA-94-7033-01A	73 years, male, white, stage:ib, alive, 640 days	400.6
TCGA-85-8276-01A	62 years, male, white, stage:iia, alive, 1050 days	399.6
TCGA-56-7580-01A	84 years, male, white, stage:ib, alive, 925 days	396.9
TCGA-34-5236-01A	60 years, male, white, stage:iib, dead, 276 days	395.8
TCGA-22-0944-01A	61 years, male, white, stage:ib, dead, 223 days	395.4
TCGA-77-8156-01A	60 years, male, stage:ib, alive, 1106 days	394.3
TCGA-22-4601-01A	73 years, female, white, stage:iiia, dead, 1057 days	392.6
TCGA-18-4086-01A	65 years, male, stage:ib, dead, 85 days	392.6
TCGA-77-7142-01A	59 years, female, white, stage:ib, alive, 2227 days	391.4
TCGA-85-A50M-01A	47 years, male, asian, stage:iia, dead, 826 days	391.2
TCGA-66-2783-01A	67 years, male, stage:iiib, alive, 759 days	390.4
TCGA-66-2759-01A	66 years, male, stage:iiia, alive, 762 days	390.3
TCGA-77-8007-01A	68 years, male, stage:iib, dead, 198 days	389.8
TCGA-94-A5I6-01A	62 years, male, white, stage:iib, alive, 538 days	389.6
TCGA-33-6738-01A	80 years, male, white, stage:iiia, alive, 1927 days	389.5
TCGA-22-A5C4-01A	70 years, male, white, stage:iia, alive, 671 days	387.4
TCGA-85-A4QR-01A	67 years, male, white, stage:ib, alive, 600 days	385.7
TCGA-66-2763-01A	63 years, female, stage:ib, alive, 30 days	385.5
TCGA-64-5775-01A	71 years, male, white, stage:iiia, dead, 62 days	385.5
TCGA-66-2793-01A	68 years, male, stage:iiib, dead, 306 days	385.0
TCGA-78-7147-01A	67 years, female, white, stage:iib, dead, 586 days	384.7
TCGA-21-5783-01A	76 years, male, white, stage:ib, dead, 2680 days	383.6
TCGA-77-7138-01A	67 years, male, stage:ib, dead, 340 days	382.2
TCGA-75-6214-01A	female, stage:iiia, dead, 1115 days	381.5
TCGA-18-5595-01A	50 years, male, stage:ib, dead, 827 days	380.5
TCGA-21-5786-01A	64 years, male, white, stage:ib, alive, 1032 days	380.5
TCGA-69-7979-01A	71 years, female, white, stage:ib, alive, 408 days	380.1
TCGA-60-2713-01A	64 years, male, white, stage:ib, alive, 1731 days	379.7
TCGA-55-8204-01A	87 years, female, white, stage:ib, alive, 515 days	378.1
TCGA-98-8022-01A	61 years, male, white, stage:ia, dead, 933 days	378.1
TCGA-LA-A446-01A	69 years, male, white, stage:ia, alive, 401 days	378.1
TCGA-50-6595-01A	74 years, female, white, stage:iiia, dead, 189 days	377.1
TCGA-05-4424-01A	70 years, male, stage:iib, alive, 913 days	376.4
TCGA-91-6829-01A	79 years, male, white, stage:ib, dead, 1258 days	375.9
TCGA-60-2722-01A	66 years, male, white, stage:iib, alive, 908 days	374.9
TCGA-66-2753-01A	69 years, male, stage:ib, alive, 31 days	373.3
TCGA-86-8279-01A	46 years, male, white, stage:iia, alive, 949 days	373.0
TCGA-98-7454-01A	73 years, male, white, stage:ib, alive, 652 days	372.2
TCGA-18-3407-01A	72 years, male, asian, stage:ib, dead, 136 days	371.4
TCGA-56-8626-01A	60 years, male, white, stage:ia, dead, 302 days	370.5
TCGA-60-2725-01A	74 years, male, white, stage:ib, alive, 816 days	370.2
TCGA-22-4604-01A	73 years, male, white, stage:iia, dead, 399 days	369.6
TCGA-96-7545-01A	73 years, male, white, stage:ia, dead, 1736 days	368.7
TCGA-58-8388-01A	60 years, male, white, stage:ib, dead, 412 days	367.9
TCGA-55-8620-01A	60 years, male, white, stage:iv, dead, 375 days	367.3
TCGA-43-6770-01A	59 years, female, black or african american, stage:ib, alive, 653 days	365.7
TCGA-77-7463-01A	75 years, male, white, stage:ib, dead, 1423 days	365.5
TCGA-55-8085-01A	64 years, male, white, stage:ia, alive, 904 days	364.8
TCGA-53-7624-01A	40 years, female, white, stage:iv, dead, 1043 days	362.5
TCGA-56-1622-01A	58 years, male, white, stage:ib, dead, 881 days	362.0
TCGA-77-7335-01A	62 years, female, white, stage:iiib, dead, 2133 days	360.5
TCGA-56-8504-01A	74 years, male, white, stage:ib, alive, 510 days	360.2
TCGA-66-2766-01A	54 years, male, stage:iiia, alive, 31 days	359.3
TCGA-97-8175-01A	55 years, female, white, stage:ib, alive, 551 days	358.9
TCGA-38-4629-01A	68 years, male, white, stage:iib, dead, 864 days	358.6
TCGA-63-A5MM-01A	69 years, female, stage:iib, dead, 456 days	358.5
TCGA-63-7022-01A	female, stage:ia, alive, 2073 days	357.7
TCGA-91-8499-01A	76 years, female, white, stage:ia, alive, 36 days	357.3
TCGA-55-1594-01A	68 years, male, white, stage:iiia, alive, 1178 days	356.7
TCGA-86-8074-01A	62 years, female, white, stage:iia, alive, 24 days	356.4
TCGA-52-7812-01A	68 years, male, white, dead, 835 days	356.0
TCGA-85-8288-01A	70 years, male, white, stage:iia, dead, 402 days	355.9
TCGA-68-7755-01A	60 years, female, white, stage:iia, alive, 83 days	355.1
TCGA-56-8629-01A	63 years, male, white, stage:iia, alive, 481 days	354.9
TCGA-34-8456-01A	71 years, female, white, stage:iia, alive, 804 days	354.1
TCGA-33-4538-01A	66 years, male, white, stage:iiia, dead, 2979 days	353.5
TCGA-33-4532-01A	68 years, male, white, stage:ib, dead, 3924 days	353.3
TCGA-86-8674-01A	50 years, male, white, stage:iia, alive, 806 days	353.2
TCGA-50-6590-01A	72 years, female, white, stage:ib, dead, 1288 days	352.9
TCGA-60-2712-01A	79 years, female, white, stage:iib, dead, 274 days	352.2
TCGA-22-5473-01A	78 years, male, white, dead, 1933 days	351.7
TCGA-77-7139-01A	56 years, male, white, stage:iib, alive, 4261 days	351.2
TCGA-56-8201-01A	74 years, male, white, stage:iib, dead, 397 days	350.3
TCGA-85-8580-01A	52 years, female, white, stage:ib, alive, 1113 days	350.0
TCGA-44-7660-01A	72 years, male, white, stage:ib, alive, 592 days	350.0
TCGA-34-8454-01A	62 years, female, white, stage:iiia, alive, 1180 days	349.8
TCGA-85-8072-01A	60 years, male, white, stage:ia, alive, 932 days	349.2
TCGA-49-4487-01A	72 years, female, white, stage:ia, dead, 855 days	348.4
TCGA-05-4415-01A	57 years, male, stage:iiib, dead, 91 days	347.2
TCGA-96-A4JL-01A	78 years, female, asian, stage:iia, alive, 842 days	345.4
TCGA-39-5035-01A	72 years, female, white, stage:ia, alive, 2080 days	345.2
TCGA-77-8131-01A	72 years, male, stage:ib, dead, 383 days	345.1
TCGA-43-2576-01A	62 years, female, white, stage:iiia, alive, 1223 days	343.6
TCGA-66-2778-01A	68 years, female, stage:iiib, alive, 578 days	343.5
TCGA-85-A510-01A	74 years, female, white, stage:iib, alive, 482 days	342.9
TCGA-39-5024-01A	65 years, female, white, stage:iiia, alive, 2510 days	342.7
TCGA-49-6767-01A	46 years, female, white, stage:iib, alive, 677 days	342.5
TCGA-63-A5MY-01A	63 years, male, stage:ia, alive, 1052 days	342.5
TCGA-66-2781-01A	67 years, male, stage:ib, alive, 121 days	342.4
TCGA-62-8402-01A	73 years, female, white, stage:iiia, dead, 1498 days	341.9
TCGA-56-5898-01A	69 years, male, white, stage:ia, alive, 555 days	341.8
TCGA-22-5471-01A	76 years, male, white, stage:ib, alive, 1845 days	341.5
TCGA-66-2788-01A	56 years, male, stage:ib, alive, 699 days	341.4
TCGA-NC-A5HM-01A	76 years, male, white, stage:ib, alive, 1212 days	341.1
TCGA-21-1072-01A	75 years, male, white, stage:ib, alive, 3016 days	340.7
TCGA-90-A4ED-01A	69 years, male, white, stage:ib, alive, 615 days	340.0
TCGA-50-5946-01A	62 years, male, white, stage:ia, alive, 1617 days	339.9
TCGA-73-7499-01A	81 years, female, white, stage:ib, dead, 1531 days	339.6
TCGA-78-8640-01A	59 years, male, stage:iia, alive, 7062 days	339.3
TCGA-56-5897-01A	74 years, male, white, stage:ia, alive, 378 days	339.2
TCGA-49-AARO-01A	39 years, female, black or african american, stage:ia, alive, 3759 days	338.7
TCGA-77-8140-01A	66 years, female, stage:iib, dead, 351 days	338.2
TCGA-56-8503-01A	76 years, female, white, stage:iib, alive, 41 days	338.2
TCGA-55-6978-01A	male, white, stage:iia, dead, 176 days	337.7
TCGA-21-1075-01A	57 years, male, white, stage:iib, alive, 2134 days	336.9
TCGA-43-3920-01A	71 years, male, white, stage:ib, alive, 1007 days	336.1
TCGA-60-2709-01A	69 years, male, black or african american, stage:ib, alive, 1505 days	335.5
TCGA-56-7221-01A	79 years, male, white, stage:ib, alive, 608 days	335.4
TCGA-58-A46L-01A	73 years, male, white, stage:iiia, alive, 1723 days	335.2
TCGA-77-8136-01A	74 years, female, stage:iib, dead, 1189 days	335.2
TCGA-44-7662-01A	61 years, male, white, stage:ib, alive, 218 days	334.4
TCGA-22-5478-01A	79 years, male, stage:ib, dead, 24 days	334.1
TCGA-56-8308-01A	79 years, male, white, stage:iib, alive, 517 days	333.2
TCGA-44-7661-01A	69 years, female, white, stage:ib, dead, 557 days	331.5
TCGA-22-5483-01A	74 years, male, white, stage:iia, dead, 573 days	330.9
TCGA-21-1079-01A	71 years, male, white, stage:iiia, dead, 965 days	330.4
TCGA-62-A471-01A	64 years, male, white, stage:iib, alive, 1246 days	330.2
TCGA-85-8048-01A	62 years, male, white, stage:ia, alive, 765 days	329.7
TCGA-66-2769-01A	75 years, male, stage:iiib, dead, 215 days	329.7
TCGA-86-8672-01A	59 years, male, white, stage:iib, dead, 19 days	329.1
TCGA-85-8287-01A	72 years, male, white, stage:ia, dead, 23 days	328.9
TCGA-43-8115-01A	72 years, female, white, stage:iia, alive, 407 days	328.6
TCGA-96-8169-01A	67 years, female, white, stage:ia, alive, 557 days	327.2
TCGA-90-A4EE-01A	53 years, male, white, stage:iia, alive, 688 days	327.0
TCGA-60-2721-01A	73 years, male, white, stage:ib, alive, 983 days	326.9
TCGA-66-2785-01A	65 years, male, stage:ib, alive, 60 days	326.7
TCGA-55-6975-01A	male, white, stage:iib, dead, 118 days	326.4
TCGA-85-A53L-01A	63 years, male, asian, stage:iia, alive, 377 days	326.2
TCGA-94-A4VJ-01A	71 years, female, white, stage:ia, alive, 430 days	325.4
TCGA-56-8628-01A	78 years, male, white, stage:ia, alive, 616 days	324.6
TCGA-39-5036-01A	73 years, male, white, stage:ib, alive, 2165 days	324.2
TCGA-94-8491-01A	73 years, male, white, stage:iia, alive, 810 days	323.9
TCGA-69-7980-01A	70 years, female, white, stage:i, alive, 362 days	323.8
TCGA-73-4666-01A	52 years, female, white, stage:iv, alive, 800 days	323.3
TCGA-34-2596-01A	70 years, male, white, stage:iib, dead, 80 days	323.3
TCGA-46-3767-01A	76 years, male, white, stage:ia, alive, 388 days	322.6
TCGA-85-A511-01A	62 years, male, white, stage:iib, dead, 455 days	322.5
TCGA-97-7553-01A	58 years, female, white, stage:ia, alive, 1870 days	322.0
TCGA-85-A4PA-01A	61 years, male, white, stage:ib, alive, 741 days	321.1
TCGA-55-7914-01A	71 years, female, white, stage:iia, dead, 187 days	321.0
TCGA-49-AARQ-01A	41 years, female, black or african american, stage:i, alive, 6732 days	321.0
TCGA-52-7810-01A	60 years, female, white, stage:iib, alive, 923 days	320.8
TCGA-39-5031-01A	77 years, female, stage:ia, dead, 1841 days	320.4
TCGA-85-A5B5-01A	58 years, male, white, stage:ia, alive, 111 days	320.4
TCGA-94-7943-01A	80 years, male, white, stage:ia, alive, 559 days	320.1
TCGA-92-7341-01A	71 years, male, white, stage:ib, alive, 106 days	318.6
TCGA-85-8351-01A	72 years, male, white, stage:iia, alive, 510 days	318.4
TCGA-85-8352-01A	67 years, male, white, stage:iiia, dead, 161 days	318.3
TCGA-60-2715-01A	52 years, male, white, stage:ia, dead, 1075 days	318.1
TCGA-18-4083-01A	63 years, male, white, stage:iib, dead, 188 days	318.0
TCGA-92-8063-01A	52 years, male, white, stage:iiia, alive, 122 days	317.3
TCGA-73-4670-01A	69 years, female, white, stage:iv, alive, 131 days	315.3
TCGA-94-7557-01A	73 years, male, black or african american, stage:ib, dead, 5 days	315.1
TCGA-70-6722-01A	47 years, male, asian, stage:iiia, alive, 367 days	314.3
TCGA-77-8130-01A	69 years, male, stage:iib, alive, 4765 days	314.2
TCGA-39-5022-01A	76 years, male, white, stage:ib, dead, 1679 days	313.9
TCGA-22-1012-01A	80 years, female, white, stage:ib, dead, 429 days	313.8
TCGA-90-7964-01A	70 years, male, white, stage:ib, alive, 428 days	313.3
TCGA-85-8353-01A	72 years, male, white, stage:iiia, dead, 94 days	312.7
TCGA-MF-A522-01A	54 years, male, white, stage:ib, dead, 360 days	312.0
TCGA-77-8154-01A	67 years, male, stage:ia, alive, 1841 days	311.7
TCGA-66-2744-01A	71 years, male, stage:iib, alive, 30 days	310.5
TCGA-77-7141-01A	64 years, male, white, stage:ib, alive, 15 days	310.0
TCGA-85-7710-01A	59 years, female, white, stage:ia, alive, 42 days	309.5
TCGA-83-5908-01A	59 years, female, white, stage:ia, alive, 824 days	307.7
TCGA-50-5941-01A	55 years, female, white, stage:iiia, alive, 1474 days	307.4
TCGA-NK-A5CX-01A	73 years, male, white, stage:iia, alive, 111 days	307.3
TCGA-05-4250-01A	79 years, female, stage:iiia, dead, 121 days	307.1
TCGA-85-8479-01A	66 years, male, white, stage:ia, alive, 468 days	307.1
TCGA-55-A48X-01A	63 years, female, white, stage:iia, alive, 689 days	306.8
TCGA-86-7954-01A	68 years, female, white, stage:ib, alive, 605 days	306.7
TCGA-NC-A5HF-01A	74 years, male, white, stage:iiib, dead, 138 days	305.7
TCGA-56-A4BY-01A	66 years, male, white, stage:ib, dead, 543 days	305.6
TCGA-MP-A4TF-01A	58 years, female, white, stage:iia, dead, 336 days	304.5
TCGA-51-4079-01A	73 years, female, black or african american, stage:ib, dead, 12 days	304.2
TCGA-55-A48Y-01A	69 years, male, white, stage:iia, alive, 630 days	304.0
TCGA-60-2726-01A	56 years, male, white, stage:iia, dead, 358 days	303.6
TCGA-NC-A5HN-01A	77 years, male, white, stage:iia, alive, 1499 days	302.2
TCGA-43-5670-01A	70 years, male, white, stage:iia, alive, 849 days	301.5
TCGA-92-7340-01A	45 years, female, white, stage:iia, alive, 82 days	301.2
TCGA-85-7843-01A	50 years, male, white, stage:iia, alive, 35 days	300.9
TCGA-66-2791-01A	66 years, male, stage:iiib, dead, 153 days	300.5
TCGA-55-6970-01A	67 years, female, white, stage:iiia, dead, 464 days	299.9
TCGA-85-6561-01A	66 years, male, white, stage:ib, alive, 1224 days	299.7
TCGA-97-8176-01A	63 years, male, white, stage:iiia, dead, 468 days	299.4
TCGA-73-4668-01A	66 years, female, american indian or alaska native, stage:iib, alive, 467 days	298.9
TCGA-21-1077-01A	64 years, male, white, stage:iib, dead, 1058 days	298.8
TCGA-22-1016-01A	65 years, male, white, stage:ib, dead, 822 days	297.8
TCGA-63-A5ML-01A	68 years, male, stage:ib, alive, 1386 days	297.5
TCGA-55-7283-01A	76 years, female, white, stage:iiia, alive, 609 days	297.3
TCGA-77-8009-01A	68 years, male, stage:iib, dead, 1695 days	297.1
TCGA-NC-A5HH-01A	53 years, male, white, stage:ia, alive, 37 days	296.4
TCGA-68-7757-01B	74 years, male, white, stage:ia, alive, 211 days	296.1
TCGA-63-7023-01A	male, stage:iia, alive, 1682 days	296.1
TCGA-85-7844-01A	71 years, male, white, stage:ib, alive, 911 days	296.1
TCGA-21-1083-01A	75 years, male, white, stage:ia, dead, 1315 days	295.9
TCGA-66-2780-01A	65 years, male, stage:ib, dead, 366 days	295.2
TCGA-18-3414-01A	73 years, male, asian, stage:iv, dead, 716 days	295.0
TCGA-NC-A5HD-01A	79 years, male, white, stage:iib, dead, 2 days	294.3
TCGA-58-A46N-01A	52 years, male, white, stage:ib, alive, 910 days	294.3
TCGA-46-3769-01A	57 years, male, white, alive, 135 days	293.8
TCGA-66-2742-01A	70 years, male, stage:iv, alive, 641 days	293.2
TCGA-55-8205-01A	76 years, female, white, stage:iia, alive, 599 days	292.4
TCGA-85-8350-01A	61 years, male, white, stage:ia, alive, 683 days	291.9
TCGA-66-2768-01A	57 years, male, stage:iib, alive, 61 days	291.6
TCGA-51-6867-01A	72 years, female, white, stage:i, dead, 1856 days	291.0
TCGA-85-8071-01A	52 years, male, white, stage:iia, alive, 815 days	290.4
TCGA-50-5939-01A	85 years, male, white, stage:ib, dead, 460 days	290.1
TCGA-78-7146-01A	71 years, female, white, stage:iiia, dead, 173 days	290.0
TCGA-21-A5DI-01A	77 years, male, white, stage:ia, alive, 979 days	289.8
TCGA-33-A4WN-01A	61 years, male, white, stage:ib, dead, 143 days	288.9
TCGA-05-4430-01A	59 years, female, stage:ib, alive, 761 days	288.9
TCGA-85-8052-01A	53 years, male, white, stage:iib, alive, 734 days	288.4
TCGA-55-1596-01A	55 years, male, asian, stage:iib, alive, 2065 days	288.3
TCGA-49-4494-01A	77 years, male, white, stage:iiia, dead, 1081 days	287.9
TCGA-64-5774-01A	60 years, male, white, stage:ib, alive, 2676 days	287.6
TCGA-44-7672-01A	52 years, female, white, stage:ia, alive, 719 days	287.4
TCGA-MN-A4N4-01A	57 years, male, white, stage:ia, alive, 1175 days	287.3
TCGA-77-A5GH-01A	81 years, male, stage:ib, alive, 1182 days	287.1
TCGA-NK-A5CT-01A	70 years, male, white, stage:ia, alive, 1997 days	287.0
TCGA-95-7944-01A	71 years, male, white, stage:ia, alive, 377 days	286.2
TCGA-51-4080-01A	65 years, male, black or african american, stage:iiib, dead, 12 days	286.0
TCGA-93-A4JP-01A	64 years, male, asian, stage:iv, alive, 578 days	285.7
TCGA-77-8145-01A	73 years, male, stage:iiib, dead, 212 days	285.1
TCGA-33-AASI-01A	65 years, female, black or african american, stage:iib, dead, 1344 days	284.8
TCGA-22-4605-01A	78 years, female, stage:ib, dead, 974 days	283.3
TCGA-39-5040-01A	59 years, male, white, stage:iiia, dead, 519 days	282.9
TCGA-55-6979-01A	59 years, female, white, stage:iib, dead, 237 days	282.7
TCGA-43-7657-01A	68 years, female, white, stage:ia, alive, 236 days	282.7
TCGA-98-A53B-01A	69 years, male, white, stage:ib, dead, 61 days	280.6
TCGA-75-5147-01A	female, stage:ib, alive, 1333 days	280.2
TCGA-60-2706-01A	58 years, male, white, stage:ia, alive, 2820 days	279.8
TCGA-56-8305-01A	72 years, male, white, stage:ib, alive, 105 days	279.7
TCGA-50-5936-01A	58 years, male, white, stage:iiia, dead, 257 days	279.1
TCGA-50-5072-01A	74 years, male, white, stage:iiia, dead, 250 days	279.0
TCGA-95-A4VN-01A	62 years, female, white, stage:iia, alive, 553 days	278.9
TCGA-43-6647-01A	69 years, female, white, stage:iib, alive, 757 days	278.8
TCGA-37-A5EN-01A	59 years, male, white, stage:iiib, alive, 660 days	278.4
TCGA-66-2773-01A	69 years, male, stage:ib, dead, 92 days	278.3
TCGA-33-AASJ-01A	60 years, male, black or african american, stage:ib, dead, 3600 days	278.2
TCGA-38-6178-01A	70 years, female, white, stage:iiia, alive, 448 days	278.0
TCGA-49-6743-01A	81 years, female, white, stage:iiia, alive, 1621 days	277.2
TCGA-69-7974-01A	54 years, female, white, stage:iiia, alive, 184 days	276.1
TCGA-85-8584-01A	71 years, male, white, stage:iia, dead, 383 days	275.9
TCGA-90-7769-01A	55 years, male, white, stage:iib, alive, 358 days	275.8
TCGA-98-A539-01A	63 years, male, white, stage:iib, alive, 173 days	275.7
TCGA-39-5037-01A	65 years, male, white, stage:iia, alive, 1690 days	275.7
TCGA-21-1080-01A	66 years, male, white, stage:ib, alive, 3724 days	275.6
TCGA-L4-A4E5-01A	48 years, female, white, stage:i, alive, 578 days	275.3
TCGA-58-A46M-01A	61 years, male, white, stage:iib, alive, 1072 days	275.2
TCGA-43-3394-01A	52 years, male, black or african american, stage:ib, dead, 1190 days	274.9
TCGA-22-4599-01A	73 years, female, white, stage:ib, dead, 1161 days	274.1
TCGA-L9-A7SV-01A	69 years, male, black or african american, stage:iia, alive, 565 days	273.5
TCGA-O2-A52Q-01A	45 years, female, white, stage:iii, dead, 113 days	273.4
TCGA-56-A4BX-01A	70 years, male, white, stage:iia, alive, 405 days	273.2
TCGA-63-A5MB-01A	62 years, male, stage:ib, alive, 3123 days	272.9
TCGA-66-2777-01A	71 years, male, stage:ib, alive, 61 days	271.9
TCGA-78-7150-01A	59 years, male, white, stage:iib, dead, 666 days	271.9
TCGA-21-1078-01A	77 years, male, white, stage:ib, dead, 474 days	271.8
TCGA-L9-A444-01A	60 years, female, white, stage:ia, alive, 307 days	271.4
TCGA-91-6831-01A	66 years, male, white, stage:ib, alive, 310 days	271.3
TCGA-22-5474-01A	74 years, male, white, stage:ib, dead, 445 days	270.5
TCGA-05-4420-01A	41 years, male, stage:ib, alive, 912 days	270.4
TCGA-22-5472-01A	67 years, male, white, stage:ib, dead, 1975 days	269.0
TCGA-85-7697-01A	49 years, male, white, stage:iib, alive, 1063 days	268.8
TCGA-85-7950-01A	46 years, male, white, stage:ib, alive, 576 days	268.4
TCGA-33-4586-01A	57 years, male, white, stage:iiia, dead, 428 days	268.3
TCGA-60-2696-01A	76 years, female, black or african american, stage:iia, dead, 109 days	268.2
TCGA-58-A46K-01A	59 years, male, white, stage:iiia, dead, 1045 days	267.6
TCGA-96-A4JK-01A	65 years, male, white, stage:iia, alive, 589 days	267.3
TCGA-43-5668-01A	78 years, male, white, stage:iia, dead, 559 days	267.0
TCGA-63-A5MG-01A	68 years, male, stage:ib, alive, 2148 days	267.0
TCGA-49-4507-01A	73 years, female, white, stage:iiia, dead, 268 days	266.1
TCGA-58-8386-01A	75 years, male, stage:iv, dead, 1 days	266.1
TCGA-60-2724-01A	47 years, male, white, stage:iiia, alive, 717 days	265.9
TCGA-MP-A4TA-01A	75 years, female, white, stage:ia, dead, 950 days	265.6
TCGA-63-A5MV-01A	69 years, male, stage:iia, alive, 1100 days	264.9
TCGA-78-7158-01A	59 years, female, white, stage:iiib, dead, 179 days	264.6
TCGA-85-7698-01A	48 years, male, white, stage:ia, alive, 952 days	264.3
TCGA-05-4402-01A	57 years, female, stage:iv, dead, 244 days	264.1
TCGA-64-1679-01A	58 years, female, white, stage:iiia, alive, 2488 days	263.6
TCGA-37-5819-01A	65 years, male, white, stage:iiia, alive, 103 days	263.4
TCGA-33-AASL-01A	57 years, female, black or african american, stage:ia, dead, 826 days	263.2
TCGA-55-6968-01A	61 years, male, white, stage:iv, dead, 1293 days	262.8
TCGA-86-7955-01A	62 years, male, white, stage:ib, alive, 1072 days	262.6
TCGA-MP-A4TI-01A	72 years, male, white, stage:iia, dead, 429 days	262.1
TCGA-56-A5DS-01A	72 years, female, white, stage:ib, alive, 8 days	262.0
TCGA-22-5479-01A	64 years, male, white, stage:ib, dead, 2625 days	261.6
TCGA-55-5899-01A	male, white, alive, 930 days	261.4
TCGA-98-A53I-01A	64 years, male, white, stage:iia, alive, 565 days	261.1
TCGA-86-8054-01A	61 years, male, white, stage:iib, alive, 1148 days	260.6
TCGA-33-6737-01A	71 years, male, white, stage:iiia, dead, 601 days	260.5
TCGA-21-1071-01A	67 years, male, white, stage:ib, dead, 1426 days	259.8
TCGA-49-4501-01A	67 years, female, white, stage:ib, dead, 1421 days	259.4
TCGA-77-7140-01A	69 years, female, white, stage:iib, dead, 632 days	259.3
TCGA-85-8355-01A	63 years, male, white, stage:ia, alive, 61 days	259.2
TCGA-96-8170-01A	75 years, female, white, stage:iia, alive, 531 days	258.4
TCGA-44-7669-01A	59 years, male, black or african american, stage:iia, dead, 574 days	258.4
TCGA-66-2737-01A	72 years, male, stage:iib, alive, 61 days	257.3
TCGA-49-6761-01A	68 years, female, white, stage:iiia, alive, 354 days	257.2
TCGA-MP-A4TK-01A	56 years, female, stage:iib, dead, 582 days	256.3
TCGA-L3-A524-01A	45 years, female, white, stage:iib, dead, 490 days	256.0
TCGA-18-3415-01A	77 years, male, stage:ib, dead, 2803 days	255.6
TCGA-34-8455-01A	67 years, male, white, stage:iv, dead, 123 days	255.5
TCGA-33-4589-01A	62 years, female, white, stage:iib, dead, 47 days	255.4
TCGA-50-5055-01A	79 years, female, white, stage:iia, dead, 1830 days	255.3
TCGA-73-4676-01A	45 years, male, white, stage:iia, dead, 281 days	255.2
TCGA-33-A5GW-01A	67 years, male, white, stage:iia, dead, 9 days	255.1
TCGA-NC-A5HL-01A	73 years, male, white, stage:iia, dead, 88 days	254.8
TCGA-NC-A5HP-01A	69 years, male, white, stage:iv, dead, 770 days	254.7
TCGA-05-4427-01A	65 years, female, stage:iib, alive, 791 days	254.1
TCGA-86-8073-01A	58 years, male, white, stage:ib, alive, 740 days	254.0
TCGA-46-6025-01A	71 years, male, white, stage:iib, alive, 324 days	253.6
TCGA-18-3417-01A	65 years, male, stage:iv, dead, 1097 days	253.3
TCGA-68-A59J-01A	74 years, female, white, stage:ib, alive, 409 days	253.3
TCGA-77-A5GF-01A	70 years, male, stage:iia, dead, 840 days	253.0
TCGA-44-6778-01A	59 years, male, black or african american, stage:ia, alive, 1864 days	252.8
TCGA-91-A4BC-01A	59 years, male, white, stage:iia, alive, 44 days	252.6
TCGA-91-6830-01A	65 years, female, white, stage:iia, alive, 60 days	252.5
TCGA-91-6835-01A	81 years, female, white, stage:ia, alive, 79 days	252.5
TCGA-86-7711-01A	70 years, male, white, stage:iia, dead, 1046 days	252.3
TCGA-77-8146-01A	72 years, male, stage:ia, alive, 3189 days	252.1
TCGA-55-7911-01A	70 years, female, white, stage:ia, alive, 537 days	251.4
TCGA-77-8150-01A	64 years, male, stage:iiia, dead, 1655 days	250.9
TCGA-62-A46V-01A	78 years, female, white, stage:ib, alive, 2199 days	250.5
TCGA-05-5425-01A	68 years, male, stage:iib, alive, 882 days	250.4
TCGA-56-7579-01A	62 years, male, white, stage:iiia, dead, 951 days	250.1
TCGA-77-A5G3-01A	63 years, male, stage:iib, alive, 4570 days	249.6
TCGA-49-AAR0-01A	57 years, male, black or african american, stage:ia, alive, 4765 days	249.2
TCGA-55-7994-01A	81 years, male, white, stage:iib, alive, 603 days	249.0
TCGA-50-5933-01A	72 years, male, white, stage:iiib, dead, 2393 days	247.8
TCGA-56-7731-01A	66 years, female, white, stage:ib, dead, 3 days	247.5
TCGA-55-8208-01A	73 years, female, white, stage:ia, alive, 674 days	247.5
TCGA-85-8666-01A	65 years, male, white, stage:ib, dead, 687 days	247.1
TCGA-39-5028-01A	75 years, male, white, stage:iiia, dead, 52 days	246.8
TCGA-46-3766-01A	62 years, female, white, stage:ia, alive, 370 days	246.6
TCGA-97-8179-01A	72 years, male, white, stage:ia, alive, 435 days	246.2
TCGA-91-6840-01A	59 years, female, white, stage:ia, alive, 372 days	245.6
TCGA-NC-A5HE-01A	60 years, male, white, stage:iib, alive, 2336 days	244.9
TCGA-O2-A52V-01A	75 years, female, black or african american, stage:ii, dead, 1335 days	244.8
TCGA-21-1070-01A	61 years, female, black or african american, stage:iiia, alive, 3636 days	244.6
TCGA-34-7107-01A	70 years, male, white, stage:ii, dead, 34 days	244.5
TCGA-NC-A5HJ-01A	59 years, male, white, stage:iib, dead, 418 days	244.4
TCGA-05-4390-01A	58 years, female, stage:ib, alive, 1126 days	244.1
TCGA-85-6175-01A	63 years, female, white, stage:iib, dead, 294 days	243.8
TCGA-56-8625-01A	66 years, female, white, stage:iiia, dead, 315 days	243.4
TCGA-49-6742-01A	70 years, male, white, stage:iia, dead, 488 days	242.7
TCGA-77-8128-01A	60 years, male, stage:iiia, dead, 1150 days	242.6
TCGA-34-5241-01A	79 years, male, white, stage:ib, dead, 515 days	242.5
TCGA-56-7223-01A	66 years, male, white, stage:iiia, dead, 442 days	242.4
TCGA-95-7039-01A	54 years, female, white, stage:iib, alive, 1272 days	242.3
TCGA-39-5027-01A	73 years, male, white, stage:ib, alive, 3108 days	242.1
TCGA-50-6592-01A	71 years, female, white, stage:ib, dead, 777 days	241.6
TCGA-05-4382-01A	68 years, male, stage:ib, alive, 607 days	241.5
TCGA-L3-A4E7-01A	71 years, male, white, stage:ib, alive, 392 days	241.3
TCGA-37-4132-01A	61 years, female, white, stage:iv, alive, 227 days	241.2
TCGA-49-4490-01A	45 years, female, white, stage:iiia, dead, 385 days	240.6
TCGA-37-4133-01A	63 years, male, white, stage:iiia, alive, 238 days	240.6
TCGA-85-7696-01A	64 years, male, white, stage:ia, alive, 1111 days	240.5
TCGA-66-2756-01A	68 years, male, stage:iiib, alive, 30 days	239.9
TCGA-22-5482-01A	81 years, male, white, stage:ib, dead, 357 days	239.9
TCGA-18-4721-01A	74 years, male, white, stage:ia, alive, 4694 days	239.9
TCGA-77-A5GA-01A	76 years, male, stage:ib, alive, 1280 days	238.8
TCGA-77-6845-01A	69 years, male, white, stage:iib, dead, 708 days	238.3
TCGA-55-7726-01A	72 years, female, white, stage:ia, alive, 652 days	238.2
TCGA-18-3416-01A	83 years, male, stage:iib, dead, 973 days	238.1
TCGA-77-8133-01A	74 years, male, stage:iia, dead, 1640 days	237.5
TCGA-66-2795-01A	68 years, male, stage:iiib, alive, 122 days	237.5
TCGA-55-7281-01A	70 years, female, white, stage:ia, alive, 872 days	237.4
TCGA-46-3768-01A	58 years, male, white, stage:iiia, dead, 299 days	237.1
TCGA-63-A5MS-01A	78 years, male, stage:ib, alive, 2381 days	236.2
TCGA-18-3406-01A	67 years, male, white, stage:ia, dead, 371 days	236.1
TCGA-64-5781-01A	55 years, female, white, stage:ib, alive, 1559 days	236.0
TCGA-55-1592-01A	male, white, stage:ia, dead, 701 days	236.0
TCGA-34-5239-01A	75 years, male, white, stage:iiia, alive, 1834 days	235.9
TCGA-86-A4JF-01A	56 years, male, white, stage:iib, dead, 737 days	235.9
TCGA-33-AAS8-01A	59 years, female, black or african american, stage:ia, dead, 1114 days	235.6
TCGA-05-4249-01A	67 years, male, stage:ib, alive, 1523 days	235.5
TCGA-44-6774-01A	56 years, female, white, stage:iiia, alive, 658 days	235.5
TCGA-56-A4ZK-01A	76 years, female, white, stage:ib, alive, 570 days	235.5
TCGA-44-3919-01A	71 years, female, white, stage:ia, dead, 1026 days	234.8
TCGA-78-7539-01A	75 years, female, white, stage:iia, alive, 791 days	234.3
TCGA-22-4594-01A	60 years, female, stage:iiia, dead, 1470 days	234.0
TCGA-49-AAR2-01A	64 years, male, black or african american, stage:ib, alive, 2224 days	233.8
TCGA-39-5034-01A	73 years, female, white, stage:iib, dead, 1107 days	233.6
TCGA-43-A475-01A	67 years, female, white, stage:iib, alive, 296 days	233.3
TCGA-77-A5G1-01A	75 years, male, stage:iiia, alive, 4026 days	233.1
TCGA-92-8064-01A	58 years, male, white, alive, 160 days	232.4
TCGA-55-8299-01A	61 years, female, white, stage:ia, dead, 469 days	232.3
TCGA-39-5011-01A	70 years, female, white, stage:ia, alive, 4053 days	232.3
TCGA-NK-A7XE-01A	66 years, male, black or african american, stage:iiib, alive, 13 days	232.2
TCGA-86-A4D0-01A	48 years, male, white, stage:iia, dead, 116 days	232.0
TCGA-05-4434-01A	67 years, female, stage:iv, dead, 457 days	231.2
TCGA-44-6775-01A	72 years, female, white, stage:ib, alive, 705 days	231.2
TCGA-55-6982-01A	female, white, stage:iib, dead, 995 days	231.0
TCGA-66-2770-01A	79 years, male, stage:ib, alive, 700 days	230.7
TCGA-99-8033-01A	74 years, female, white, stage:iv, dead, 656 days	230.4
TCGA-85-A4CN-01A	56 years, female, white, stage:iib, alive, 1038 days	230.2
TCGA-37-3792-01A	69 years, male, white, stage:ib, alive, 12 days	230.0
TCGA-NK-A5CR-01A	77 years, male, stage:ib, alive, 2542 days	230.0
TCGA-43-8118-01A	55 years, female, white, stage:ia, dead, 89 days	229.9
TCGA-J2-8194-01A	69 years, female, white, stage:iib, alive, 724 days	229.6
TCGA-44-A4SU-01A	68 years, female, white, stage:ia, dead, 409 days	229.1
TCGA-L9-A8F4-01A	64 years, female, black or african american, stage:ib, alive, 476 days	229.1
TCGA-05-4405-01A	74 years, female, stage:ib, alive, 610 days	228.9
TCGA-34-2608-01A	84 years, male, white, stage:ib, dead, 1000 days	228.5
TCGA-50-5049-01A	70 years, male, white, stage:ia, alive, 3094 days	228.2
TCGA-55-8089-01A	56 years, male, white, stage:ia, dead, 702 days	228.1
TCGA-50-6594-01A	79 years, female, black or african american, stage:iiia, dead, 370 days	228.1
TCGA-60-2714-01A	66 years, female, white, stage:iib, alive, 1531 days	228.1
TCGA-55-8507-01A	53 years, male, white, stage:ia, alive, 418 days	227.9
TCGA-68-8250-01A	66 years, male, black or african american, stage:ia, alive, 244 days	227.9
TCGA-96-7544-01A	83 years, male, white, stage:iib, dead, 2160 days	227.7
TCGA-85-A4QQ-01A	68 years, male, white, stage:ib, dead, 927 days	227.1
TCGA-93-A4JO-01A	70 years, male, white, stage:ia, dead, 33 days	226.7
TCGA-44-2665-01A	55 years, female, white, stage:iib, alive, 1301 days	226.7
TCGA-95-7567-01A	61 years, male, white, stage:iib, alive, 568 days	226.5
TCGA-37-3789-01A	65 years, male, white, stage:ib, alive, 13 days	226.2
TCGA-66-2758-01A	71 years, male, stage:ib, alive, 639 days	226.1
TCGA-55-8514-01A	70 years, female, black or african american, stage:ib, alive, 520 days	225.9
TCGA-35-4122-01A	69 years, male, white, stage:ia, alive, 225 days	225.8
TCGA-33-4583-01A	73 years, male, white, stage:ia, dead, 4601 days	225.3
TCGA-64-5815-01A	74 years, male, white, stage:iib, alive, 866 days	225.1
TCGA-55-8301-01A	59 years, male, white, stage:ib, alive, 534 days	224.3
TCGA-18-3412-01A	52 years, male, white, stage:ib, dead, 345 days	224.1
TCGA-94-8490-01A	70 years, male, white, stage:iib, alive, 153 days	224.0
TCGA-44-3396-01A	74 years, female, white, stage:iiia, alive, 1130 days	223.9
TCGA-85-8070-01A	71 years, male, white, stage:ib, alive, 960 days	223.6
TCGA-38-4627-01A	64 years, female, white, stage:iia, dead, 1147 days	223.6
TCGA-56-A4BW-01A	55 years, male, white, stage:iia, alive, 585 days	223.6
TCGA-78-7159-01A	60 years, female, white, stage:ia, alive, 1974 days	223.2
TCGA-98-8023-01A	70 years, male, white, stage:iiia, alive, 649 days	223.1
TCGA-34-5232-01A	75 years, female, black or african american, stage:iia, alive, 2471 days	222.4
TCGA-63-7020-01A	male, stage:ia, alive, 2133 days	222.0
TCGA-22-5492-01A	73 years, female, stage:iiia, dead, 506 days	221.9
TCGA-77-8008-01A	68 years, male, stage:ib, dead, 2639 days	221.7
TCGA-99-8025-01A	72 years, female, black or african american, stage:iiia, alive, 1060 days	221.5
TCGA-50-6673-01A	84 years, female, white, stage:i, dead, 22 days	221.4
TCGA-56-A5DR-01A	81 years, male, white, stage:ia, alive, 4 days	221.0
TCGA-56-8622-01A	68 years, male, white, stage:ib, alive, 55 days	220.8
TCGA-55-6712-01A	male, white, stage:iia, dead, 171 days	220.6
TCGA-55-6985-01A	58 years, female, white, stage:ib, alive, 1233 days	220.4
TCGA-53-A4EZ-01A	63 years, male, white, stage:iia, alive, 1071 days	220.2
TCGA-22-5491-01A	74 years, male, white, stage:ia, dead, 1713 days	219.8
TCGA-37-4135-01A	68 years, male, white, stage:ib, alive, 207 days	219.7
TCGA-77-8138-01A	74 years, male, stage:ib, dead, 539 days	219.4
TCGA-60-2707-01A	70 years, male, stage:ib, dead, 667 days	219.3
TCGA-55-8510-01A	55 years, female, white, stage:ib, alive, 539 days	218.9
TCGA-43-A474-01A	66 years, male, white, stage:iia, alive, 353 days	218.7
TCGA-44-6779-01A	50 years, female, white, stage:iib, dead, 500 days	218.5
TCGA-49-6745-01A	82 years, male, white, stage:iiia, alive, 522 days	218.5
TCGA-64-5778-01A	60 years, male, white, stage:ib, alive, 1305 days	218.3
TCGA-66-2786-01A	68 years, female, stage:ia, alive, 790 days	218.3
TCGA-75-5125-01A	male, stage:iib, dead, 2027 days	218.3
TCGA-85-A4JC-01A	84 years, male, white, stage:iia, dead, 604 days	218.2
TCGA-69-7763-01A	69 years, male, white, stage:ia, alive, 690 days	218.0
TCGA-35-5375-01A	61 years, male, white, stage:iiia, alive, 264 days	217.5
TCGA-44-2657-01A	74 years, female, white, stage:ib, alive, 1351 days	217.3
TCGA-66-2789-01A	73 years, male, stage:iiib, dead, 123 days	217.2
TCGA-56-A62T-01A	78 years, male, black or african american, stage:iia, alive, 440 days	217.2
TCGA-78-7160-01A	61 years, male, white, stage:iv, dead, 697 days	217.2
TCGA-21-5784-01A	80 years, female, white, stage:ib, alive, 1268 days	216.7
TCGA-05-4432-01A	66 years, male, stage:iib, alive, 761 days	215.8
TCGA-52-7811-01A	67 years, male, white, stage:ib, dead, 266 days	215.7
TCGA-70-6723-01A	65 years, male, asian, stage:iia, alive, 375 days	215.7
TCGA-43-6771-01A	85 years, male, white, stage:ib, dead, 166 days	215.1
TCGA-MN-A4N1-01A	60 years, male, black or african american, stage:iia, alive, 827 days	215.1
TCGA-44-5643-01A	53 years, male, black or african american, stage:iiia, alive, 1013 days	215.0
TCGA-52-7622-01A	62 years, female, white, stage:ia, alive, 862 days	214.1
TCGA-J2-A4AD-01A	61 years, female, white, stage:ia, dead, 550 days	214.1
TCGA-49-AARE-01A	51 years, female, black or african american, stage:ia, dead, 1229 days	214.0
TCGA-68-7756-01A	84 years, male, white, stage:iiia, alive, 202 days	212.9
TCGA-55-8302-01A	54 years, male, white, stage:ib, alive, 478 days	212.9
TCGA-55-A48Z-01A	60 years, female, white, stage:iiib, alive, 651 days	212.7
TCGA-86-7953-01A	69 years, female, white, stage:ia, alive, 997 days	212.3
TCGA-J1-A4AH-01A	70 years, male, white, stage:iia, alive, 581 days	212.2
TCGA-66-2782-01A	71 years, male, stage:iib, dead, 365 days	212.0
TCGA-55-6981-01A	53 years, female, white, stage:iiia, dead, 1379 days	211.6
TCGA-55-7995-01A	73 years, female, white, stage:ia, alive, 889 days	211.3
TCGA-33-4547-01A	68 years, male, white, stage:ib, alive, 2419 days	211.1
TCGA-55-8203-01A	69 years, female, white, stage:ia, alive, 547 days	210.9
TCGA-60-2697-01A	41 years, male, white, stage:iia, dead, 372 days	210.4
TCGA-55-6986-01A	female, white, stage:ib, alive, 3261 days	210.3
TCGA-MP-A4T9-01A	54 years, female, white, stage:iiia, dead, 1265 days	210.2
TCGA-69-8255-01A	72 years, male, white, stage:ia, alive, 129 days	209.6
TCGA-43-2581-01A	47 years, female, white, stage:iiia, alive, 1176 days	209.5
TCGA-44-2666-01A	43 years, male, white, stage:ib, dead, 97 days	209.2
TCGA-69-7760-01A	73 years, male, white, stage:iib, alive, 202 days	209.2
TCGA-18-3408-01A	77 years, female, white, stage:ib, dead, 2304 days	209.0
TCGA-78-7143-01A	62 years, female, white, stage:ib, dead, 4961 days	209.0
TCGA-MP-A4T8-01A	68 years, male, stage:iiia, dead, 161 days	208.9
TCGA-43-6773-01A	76 years, male, white, stage:iib, dead, 116 days	208.6
TCGA-62-A46O-01A	65 years, female, white, stage:ib, dead, 1454 days	208.3
TCGA-55-8505-01A	62 years, male, white, stage:iiia, alive, 440 days	208.3
TCGA-55-7816-01A	49 years, female, white, stage:iv, dead, 468 days	206.8
TCGA-22-1017-01A	62 years, male, white, stage:ia, dead, 1485 days	206.7
TCGA-78-7149-01A	72 years, male, white, stage:iiib, alive, 3940 days	206.6
TCGA-86-6851-01A	73 years, female, white, stage:iia, alive, 179 days	206.5
TCGA-22-0940-01A	71 years, male, white, stage:iia, dead, 669 days	206.4
TCGA-22-1000-01A	76 years, male, white, stage:ib, dead, 454 days	206.3
TCGA-05-4398-01A	47 years, female, stage:iiib, alive, 1431 days	206.1
TCGA-50-8459-01A	68 years, male, white, stage:iib, alive, 1119 days	205.2
TCGA-05-4389-01A	70 years, male, stage:ia, alive, 1369 days	205.1
TCGA-56-8309-01A	66 years, male, white, stage:ia, alive, 428 days	204.7
TCGA-63-A5MR-01A	70 years, female, stage:ib, alive, 2716 days	204.5
TCGA-85-A50Z-01A	57 years, male, white, stage:iia, alive, 493 days	204.4
TCGA-NJ-A4YP-01A	52 years, male, white, stage:ib, alive, 50 days	204.2
TCGA-34-5240-01A	73 years, female, white, stage:iib, alive, 1541 days	203.7
TCGA-64-1681-01A	61 years, female, white, stage:ia, dead, 1167 days	203.3
TCGA-78-7536-01A	70 years, male, white, stage:iiia, dead, 244 days	202.8
TCGA-63-A5MN-01A	78 years, female, stage:iib, dead, 345 days	202.0
TCGA-50-5045-01A	57 years, female, black or african american, dead, 2174 days	202.0
TCGA-22-1005-01A	63 years, male, white, stage:ia, dead, 1953 days	201.9
TCGA-78-8655-01A	77 years, female, stage:ia, alive, 2360 days	201.5
TCGA-95-8494-01A	67 years, male, white, stage:iia, alive, 84 days	201.2
TCGA-66-2771-01A	60 years, male, stage:iib, alive, 578 days	201.1
TCGA-75-7027-01A	male, stage:ib, alive, 3059 days	200.9
TCGA-MP-A4SY-01A	61 years, male, white, stage:iib, dead, 1501 days	200.8
TCGA-64-1676-01A	58 years, male, white, stage:ia, alive, 1728 days	200.6
TCGA-NC-A5HR-01A	75 years, female, white, stage:iia, alive, 1244 days	200.0
TCGA-77-A5G8-01B	71 years, male, stage:iib, alive, 1884 days	199.9
TCGA-91-6836-01A	52 years, female, white, stage:ib, alive, 417 days	199.6
TCGA-62-A46Y-01A	70 years, female, white, stage:iiia, dead, 414 days	198.7
TCGA-86-8668-01A	61 years, female, white, stage:ia, alive, 423 days	198.5
TCGA-67-6216-01A	57 years, female, white, stage:ia, alive, 141 days	198.3
TCGA-55-6984-01A	female, white, stage:iib, dead, 760 days	198.3
TCGA-50-5944-01A	69 years, female, white, stage:ia, alive, 1750 days	197.7
TCGA-56-A4ZJ-01A	75 years, female, white, stage:ia, alive, 640 days	197.7
TCGA-69-7978-01A	59 years, male, white, stage:iib, alive, 134 days	197.5
TCGA-43-A56U-01A	76 years, female, white, stage:ia, alive, 432 days	197.2
TCGA-O2-A52N-01A	78 years, male, white, stage:i, dead, 1006 days	196.8
TCGA-78-8660-01A	69 years, male, stage:iib, dead, 321 days	196.6
TCGA-66-2767-01A	62 years, male, stage:iiib, alive, 61 days	196.5
TCGA-55-8511-01A	73 years, female, white, stage:ib, alive, 552 days	195.9
TCGA-86-A4P7-01A	63 years, female, white, stage:ib, alive, 415 days	194.9
TCGA-53-7813-01A	51 years, female, white, stage:iiib, alive, 424 days	194.7
TCGA-NC-A5HQ-01A	70 years, male, white, stage:iiia, dead, 448 days	194.3
TCGA-86-8280-01A	54 years, female, white, stage:iia, alive, 701 days	194.0
TCGA-MP-A4TC-01A	78 years, male, white, stage:iiia, dead, 74 days	192.8
TCGA-55-8616-01A	58 years, female, white, stage:ib, alive, 48 days	192.1
TCGA-95-8039-01A	72 years, male, white, stage:ia, alive, 830 days	192.0
TCGA-86-8055-01A	79 years, male, white, stage:iia, dead, 124 days	191.5
TCGA-44-8117-01A	54 years, female, white, stage:ib, alive, 385 days	191.5
TCGA-64-5779-01A	61 years, male, white, stage:iiia, alive, 864 days	191.3
TCGA-44-4112-01A	60 years, female, white, stage:ib, dead, 808 days	191.3
TCGA-55-A493-01A	54 years, female, white, stage:ib, alive, 28 days	191.1
TCGA-78-7154-01A	72 years, male, white, stage:iiia, dead, 593 days	190.9
TCGA-18-3421-01A	65 years, male, white, stage:ib, alive, 2645 days	190.3
TCGA-63-A5MJ-01A	54 years, male, stage:iib, alive, 1824 days	189.4
TCGA-78-7220-01A	53 years, female, white, stage:iiia, dead, 807 days	189.3
TCGA-39-5016-01A	44 years, male, white, stage:iia, alive, 3850 days	189.0
TCGA-37-3783-01A	51 years, male, white, stage:iiia, alive, 122 days	189.0
TCGA-97-8547-01A	78 years, female, stage:iiia, alive, 657 days	188.4
TCGA-35-4123-01A	38 years, male, white, stage:ia, alive, 182 days	188.3
TCGA-55-8090-01A	80 years, male, white, stage:ia, dead, 598 days	188.2
TCGA-60-2698-01A	62 years, male, white, stage:iib, dead, 311 days	188.1
TCGA-22-5477-01A	65 years, male, white, stage:ia, dead, 1346 days	188.0
TCGA-66-2794-01A	64 years, male, stage:iiib, alive, 1645 days	187.9
TCGA-63-A5MP-01A	57 years, male, stage:iib, alive, 769 days	187.7
TCGA-18-5592-01A	57 years, male, stage:iib, alive, 1519 days	187.3
TCGA-97-7937-01A	65 years, male, white, stage:ib, alive, 564 days	186.7
TCGA-39-5039-01A	76 years, male, white, stage:iia, dead, 544 days	186.3
TCGA-49-6744-01A	64 years, female, white, stage:iia, alive, 1683 days	186.3
TCGA-78-7162-01A	75 years, male, white, stage:ia, dead, 3169 days	186.2
TCGA-MP-A4SV-01A	67 years, male, stage:ib, dead, 2620 days	185.9
TCGA-49-4512-01A	69 years, female, white, stage:iiia, dead, 905 days	185.7
TCGA-93-8067-01A	77 years, male, asian, stage:ib, alive, 186 days	185.2
TCGA-05-5715-01A	69 years, female, stage:ib, alive, 62 days	185.2
TCGA-62-8398-01A	55 years, male, white, stage:iiia, dead, 444 days	185.0
TCGA-63-A5MT-01A	74 years, male, stage:iib, alive, 498 days	184.6
TCGA-85-8354-01A	53 years, male, white, stage:ib, alive, 995 days	184.2
TCGA-73-4658-01A	80 years, female, white, stage:ib, dead, 1600 days	184.2
TCGA-77-7338-01A	64 years, male, white, stage:ib, dead, 5 days	183.6
TCGA-85-8049-01A	57 years, male, white, stage:ib, alive, 579 days	183.5
TCGA-38-4628-01A	65 years, female, white, stage:iib, dead, 1492 days	183.5
TCGA-49-AAQV-01A	64 years, female, black or african american, stage:ii, dead, 677 days	183.5
TCGA-73-A9RS-01A	41 years, male, black or african american, stage:iib, dead, 340 days	183.4
TCGA-55-A4DF-01A	88 years, male, white, stage:ia, dead, 614 days	183.1
TCGA-80-5608-01A	female, stage:ia, alive, 2832 days	183.1
TCGA-55-8094-01A	51 years, male, white, stage:iv, alive, 541 days	183.0
TCGA-38-4632-01A	42 years, male, black or african american, stage:iv, dead, 1357 days	182.2
TCGA-NJ-A4YG-01A	65 years, male, white, stage:ib, alive, 2261 days	182.1
TCGA-98-A53H-01A	76 years, female, white, stage:ia, alive, 618 days	181.7
TCGA-22-4596-01A	69 years, female, white, stage:ib, dead, 17 days	181.6
TCGA-38-7271-01A	72 years, female, white, stage:ia, dead, 800 days	181.4
TCGA-49-AARN-01A	56 years, female, black or african american, stage:ia, dead, 1135 days	181.4
TCGA-86-8673-01A	61 years, male, white, stage:ib, alive, 862 days	181.0
TCGA-33-AASB-01A	66 years, male, black or african american, stage:ib, dead, 211 days	180.8
TCGA-O2-A52S-01A	58 years, female, white, stage:iii, dead, 387 days	180.8
TCGA-78-8648-01A	58 years, female, stage:iib, dead, 1209 days	180.6
TCGA-55-7727-01A	71 years, male, white, stage:iiia, alive, 119 days	180.5
TCGA-55-6642-01A	63 years, male, white, stage:ib, alive, 2449 days	180.2
TCGA-71-8520-01A	60 years, female, asian, stage:ib, dead, 210 days	179.9
TCGA-44-5644-01A	51 years, female, white, stage:ib, alive, 863 days	179.8
TCGA-49-4488-01A	74 years, female, white, stage:ia, dead, 869 days	179.6
TCGA-94-A5I4-01A	61 years, male, white, stage:iia, alive, 491 days	179.6
TCGA-05-4417-01A	51 years, female, stage:ib, alive, 455 days	179.6
TCGA-78-7145-01A	52 years, female, white, stage:iv, dead, 826 days	179.0
TCGA-86-8671-01A	72 years, female, white, stage:iib, alive, 839 days	178.9
TCGA-21-1076-01A	54 years, female, white, stage:ib, alive, 1852 days	178.5
TCGA-55-7573-01A	72 years, female, white, stage:ia, alive, 487 days	177.8
TCGA-97-A4LX-01A	81 years, male, white, stage:ib, alive, 614 days	177.5
TCGA-97-8177-01A	59 years, female, white, stage:ib, alive, 499 days	177.4
TCGA-50-6593-01A	49 years, female, white, stage:iiia, dead, 336 days	177.2
TCGA-55-7907-01A	77 years, male, white, stage:iia, dead, 343 days	176.8
TCGA-73-4662-01A	65 years, female, white, stage:ia, alive, 2515 days	176.8
TCGA-55-7903-01A	64 years, male, white, stage:ia, alive, 567 days	176.2
TCGA-49-AAR9-01A	61 years, male, black or african american, stage:iib, dead, 260 days	176.1
TCGA-78-7166-01A	84 years, male, white, stage:iib, dead, 258 days	175.1
TCGA-86-8585-01A	57 years, male, white, stage:ib, alive, 353 days	174.3
TCGA-35-3615-01A	57 years, male, white, stage:ib, alive, 14 days	173.6
TCGA-85-A4CL-01A	65 years, male, white, stage:ia, dead, 921 days	173.5
TCGA-44-6777-01A	85 years, female, white, stage:ib, dead, 987 days	173.4
TCGA-67-3772-01A	82 years, female, white, stage:ib, alive, 573 days	172.8
TCGA-44-7671-01A	64 years, male, black or african american, stage:ib, alive, 889 days	171.9
TCGA-69-7973-01A	42 years, female, white, stage:ib, alive, 230 days	171.8
TCGA-49-AAR4-01A	51 years, male, black or african american, stage:iiia, dead, 879 days	171.6
TCGA-18-3411-01A	64 years, female, stage:iiia, alive, 3576 days	171.1
TCGA-86-6562-01A	52 years, male, white, stage:iia, dead, 376 days	171.1
TCGA-XC-AA0X-01A	77 years, female, black or african american, stage:ia, dead, 6 days	170.7
TCGA-50-7109-01A	60 years, male, white, stage:ia, dead, 308 days	170.1
TCGA-86-7713-01A	70 years, male, white, stage:iia, alive, 1157 days	170.0
TCGA-95-7947-01A	67 years, male, white, stage:ia, alive, 477 days	169.6
TCGA-50-5066-01A	72 years, male, black or african american, stage:ib, alive, 1442 days	169.3
TCGA-93-A4JQ-01A	49 years, male, white, stage:ia, alive, 526 days	169.2
TCGA-55-8097-01A	60 years, female, white, stage:ia, alive, 476 days	169.0
TCGA-05-4426-01A	71 years, male, stage:ib, alive, 791 days	169.0
TCGA-55-7576-01A	54 years, male, black or african american, stage:ib, alive, 670 days	168.3
TCGA-95-7948-01A	42 years, female, white, stage:ib, alive, 476 days	167.9
TCGA-MP-A4TD-01A	71 years, male, white, stage:iiia, dead, 307 days	167.8
TCGA-97-A4M7-01A	74 years, male, white, stage:ia, alive, 629 days	167.8
TCGA-MP-A4SW-01A	53 years, male, white, stage:iib, dead, 1778 days	167.8
TCGA-44-6145-01A	62 years, female, white, stage:ia, alive, 595 days	167.8
TCGA-97-8171-01A	81 years, male, asian, stage:iv, alive, 568 days	167.1
TCGA-55-6987-01A	77 years, male, white, stage:ia, alive, 2137 days	167.0
TCGA-97-A4M5-01A	84 years, male, white, stage:ia, alive, 634 days	166.9
TCGA-95-A4VP-01A	66 years, female, white, stage:iiia, alive, 605 days	165.8
TCGA-98-A53D-01A	68 years, male, white, stage:iib, dead, 645 days	165.8
TCGA-95-7043-01A	63 years, female, white, stage:ia, dead, 503 days	165.7
TCGA-97-7938-01A	76 years, female, white, stage:ia, dead, 18 days	165.3
TCGA-77-A5FZ-01A	64 years, male, stage:iiib, dead, 3838 days	164.6
TCGA-22-4609-01A	81 years, male, white, stage:ia, dead, 291 days	164.0
TCGA-44-A479-01A	74 years, female, black or african american, stage:ib, alive, 486 days	163.0
TCGA-55-A490-01A	78 years, male, white, stage:iia, dead, 99 days	162.8
TCGA-44-A4SS-01A	73 years, male, white, stage:ia, alive, 415 days	162.2
TCGA-73-4659-01A	66 years, male, white, stage:iiia, dead, 711 days	161.8
TCGA-86-7701-01A	66 years, male, white, stage:iv, alive, 947 days	161.5
TCGA-68-A59I-01A	73 years, female, black or african american, stage:iiia, alive, 428 days	161.0
TCGA-43-A56V-01A	61 years, male, black or african american, stage:iiia, alive, 366 days	160.9
TCGA-56-8624-01A	84 years, male, white, stage:iib, alive, 420 days	160.5
TCGA-44-2661-01A	69 years, female, white, stage:ia, alive, 1159 days	159.7
TCGA-05-4425-01A	70 years, female, stage:iv, alive, 669 days	158.7
TCGA-67-3771-01A	77 years, female, black or african american, stage:ia, alive, 610 days	158.3
TCGA-56-7582-01A	84 years, male, white, stage:ib, alive, 601 days	158.1
TCGA-O1-A52J-01A	74 years, female, white, stage:ia, dead, 1798 days	157.6
TCGA-55-8621-01A	75 years, female, white, stage:ia, alive, 515 days	157.5
TCGA-MP-A4TJ-01A	62 years, female, stage:ia, dead, 339 days	157.3
TCGA-67-6215-01A	52 years, female, white, stage:ib, alive, 174 days	157.1
TCGA-50-5935-01A	86 years, female, white, stage:ia, dead, 653 days	156.4
TCGA-85-8481-01A	70 years, male, white, stage:iib, dead, 236 days	155.4
TCGA-78-7148-01A	71 years, male, white, stage:iib, dead, 626 days	155.4
TCGA-86-8278-01A	63 years, female, white, stage:iib, alive, 944 days	153.9
TCGA-55-7913-01B	61 years, female, black or african american, stage:ia, dead, 561 days	153.8
TCGA-37-4130-01A	56 years, male, white, stage:ia, alive, 247 days	153.4
TCGA-99-8028-01A	50 years, female, black or african american, stage:ia, alive, 1118 days	153.3
TCGA-62-8395-01A	80 years, female, white, stage:iib, alive, 1216 days	153.0
TCGA-85-A513-01A	60 years, female, asian, stage:ia, alive, 910 days	152.6
TCGA-J2-8192-01A	65 years, female, white, stage:iia, alive, 739 days	150.3
TCGA-44-5645-01A	61 years, female, black or african american, stage:ia, alive, 852 days	150.1
TCGA-44-A47A-01A	78 years, female, white, stage:ib, alive, 466 days	149.9
TCGA-92-8065-01A	74 years, female, white, stage:iib, alive, 70 days	149.7
TCGA-97-7546-01A	76 years, female, white, stage:ia, alive, 1285 days	149.2
TCGA-55-8092-01A	75 years, male, white, stage:iib, dead, 154 days	149.1
TCGA-60-2704-01A	73 years, male, white, stage:iib, dead, 1154 days	149.0
TCGA-50-5932-01A	75 years, male, white, stage:iib, dead, 1235 days	148.9
TCGA-44-2659-01A	65 years, female, white, stage:iib, alive, 1367 days	148.8
TCGA-69-7764-01A	75 years, male, white, stage:ia, alive, 414 days	148.1
TCGA-64-1678-01A	71 years, female, white, alive, 1189 days	147.6
TCGA-86-8359-01A	52 years, male, white, stage:iiia, dead, 444 days	147.6
TCGA-55-7910-01A	50 years, female, black or african american, stage:iia, alive, 1040 days	147.1
TCGA-L9-A743-01A	56 years, male, black or african american, stage:iia, alive, 664 days	146.5
TCGA-99-8032-01A	62 years, male, white, stage:ia, alive, 44 days	146.4
TCGA-05-4418-01A	69 years, male, stage:iiia, dead, 274 days	146.3
TCGA-44-3398-01A	77 years, female, white, stage:ia, alive, 1163 days	146.2
TCGA-67-6217-01A	73 years, female, white, stage:iia, alive, 422 days	145.9
TCGA-63-7021-01A	male, stage:ia, alive, 2142 days	145.8
TCGA-55-8615-01A	67 years, male, white, stage:iiia, alive, 446 days	145.6
TCGA-56-7822-01A	76 years, male, black or african american, stage:iib, dead, 532 days	145.5
TCGA-MP-A4T4-01A	68 years, female, white, stage:iib, dead, 2617 days	145.0
TCGA-55-8207-01A	73 years, male, white, stage:ib, alive, 977 days	144.9
TCGA-55-8508-01A	60 years, female, black or african american, stage:iia, alive, 617 days	144.9
TCGA-44-A47G-01A	73 years, female, white, stage:ia, alive, 351 days	143.5
TCGA-MN-A4N5-01A	63 years, male, white, stage:ia, alive, 84 days	143.1
TCGA-44-8119-01A	73 years, male, white, stage:iib, alive, 285 days	142.7
TCGA-55-6980-01A	male, white, stage:ia, alive, 2109 days	142.3
TCGA-86-7714-01A	61 years, female, black or african american, stage:iiia, dead, 625 days	141.9
TCGA-55-7574-01A	64 years, female, white, stage:ib, dead, 995 days	141.4
TCGA-69-8453-01A	77 years, male, white, stage:iib, alive, 788 days	141.1
TCGA-98-A53C-01A	77 years, female, white, stage:ia, alive, 822 days	140.8
TCGA-55-8096-01A	67 years, female, white, stage:ib, dead, 719 days	140.8
TCGA-NJ-A4YF-01A	50 years, female, black or african american, stage:ia, alive, 2161 days	139.8
TCGA-55-6972-01A	72 years, male, white, stage:ib, dead, 1632 days	139.7
TCGA-50-6597-01A	79 years, female, white, stage:ib, dead, 1268 days	139.5
TCGA-55-7724-01A	76 years, female, white, stage:ib, alive, 705 days	138.6
TCGA-51-4081-01A	55 years, male, white, stage:iib, alive, 911 days	138.2
TCGA-NJ-A55A-01A	76 years, female, white, stage:ib, alive, 15 days	137.9
TCGA-93-7347-01A	76 years, female, white, stage:ia, alive, 683 days	137.6
TCGA-53-7626-01A	76 years, female, white, stage:iia, dead, 929 days	137.4
TCGA-MP-A4T7-01A	75 years, female, stage:iv, dead, 167 days	137.4
TCGA-55-A57B-01A	80 years, female, black or african american, stage:ia, alive, 546 days	137.1
TCGA-86-8056-01A	64 years, female, white, stage:iiia, alive, 139 days	136.4
TCGA-55-6983-01A	male, white, stage:iib, alive, 2823 days	135.9
TCGA-62-A470-01A	84 years, male, white, stage:ib, dead, 1194 days	135.7
TCGA-38-4626-01A	57 years, female, white, alive, 3674 days	134.7
TCGA-95-A4VK-01A	74 years, female, white, stage:iiia, alive, 651 days	134.2
TCGA-97-A4M1-01A	52 years, female, white, stage:ia, alive, 601 days	134.1
TCGA-97-A4M6-01A	45 years, female, white, stage:ia, alive, 568 days	134.0
TCGA-69-7765-01A	56 years, male, black or african american, alive, 165 days	133.5
TCGA-55-6543-01A	female, white, stage:ia, alive, 435 days	133.2
TCGA-MP-A4TE-01A	56 years, male, white, stage:iia, dead, 896 days	133.2
TCGA-55-6971-01A	59 years, female, white, stage:ib, alive, 1400 days	132.5
TCGA-44-6147-01B	67 years, female, white, stage:ia, alive, 845 days	132.3
TCGA-78-7535-01A	45 years, male, white, stage:ib, dead, 949 days	131.8
TCGA-55-8619-01A	72 years, female, white, stage:iib, alive, 416 days	131.7
TCGA-4B-A93V-01A	52 years, female, black or african american, stage:ia, dead, 300 days	131.6
TCGA-L9-A50W-01A	75 years, male, black or african american, stage:iia, dead, 442 days	131.5
TCGA-49-4506-01A	68 years, female, white, stage:iib, dead, 999 days	131.1
TCGA-NJ-A4YQ-01A	69 years, female, white, stage:ia, alive, 1432 days	130.9
TCGA-55-A494-01A	61 years, female, white, stage:ib, alive, 481 days	130.8
TCGA-38-A44F-01A	80 years, male, white, stage:ib, alive, 133 days	130.5
TCGA-44-2668-01B	51 years, male, white, stage:ib, dead, 761 days	130.2
TCGA-75-6212-01A	female, stage:iib, dead, 1516 days	129.1
TCGA-86-8076-01A	42 years, male, white, stage:ia, alive, 993 days	128.8
TCGA-NC-A5HO-01A	70 years, female, white, stage:iiia, alive, 1336 days	128.0
TCGA-97-7941-01A	72 years, female, white, stage:ia, alive, 484 days	127.3
TCGA-37-A5EL-01A	53 years, male, white, stage:iib, dead, 1143 days	126.9
TCGA-85-A512-01A	46 years, male, white, stage:iia, alive, 465 days	126.8
TCGA-55-8087-01A	59 years, female, white, stage:ib, alive, 462 days	126.6
TCGA-99-7458-01A	74 years, female, white, stage:iiia, alive, 747 days	126.5
TCGA-MP-A4T6-01A	76 years, female, white, stage:iiia, dead, 1790 days	126.4
TCGA-93-7348-01A	75 years, female, white, stage:ia, alive, 531 days	126.4
TCGA-44-2662-01A	65 years, male, white, stage:ib, alive, 1280 days	126.2
TCGA-50-5930-01A	47 years, male, white, stage:iiia, dead, 282 days	126.0
TCGA-75-6206-01A	male, stage:ib, alive, 2590 days	125.7
TCGA-05-4403-01A	76 years, male, stage:ib, alive, 578 days	125.3
TCGA-05-4433-01A	82 years, male, stage:ib, alive, 730 days	124.9
TCGA-55-7815-01A	77 years, male, stage:ib, alive, 773 days	124.8
TCGA-NJ-A55O-01A	56 years, female, white, stage:iia, alive, 13 days	124.6
TCGA-99-AA5R-01A	70 years, female, black or african american, stage:ia, alive, 658 days	124.6
TCGA-J2-A4AG-01A	66 years, female, white, stage:ia, alive, 988 days	123.7
TCGA-55-7728-01A	64 years, female, white, stage:ib, alive, 704 days	122.6
TCGA-55-7227-01A	77 years, male, white, stage:iiia, dead, 952 days	122.4
TCGA-75-5146-01A	male, stage:ib, alive, 2368 days	122.3
TCGA-98-A53J-01A	78 years, male, white, stage:ib, alive, 630 days	122.2
TCGA-33-AASD-01A	83 years, male, black or african american, stage:ia, dead, 3376 days	122.1
TCGA-50-8460-01A	74 years, male, white, stage:ia, alive, 829 days	121.2
TCGA-55-8206-01A	56 years, male, white, stage:ia, alive, 888 days	121.1
TCGA-97-A4M2-01A	66 years, male, white, stage:ia, alive, 624 days	121.1
TCGA-NJ-A4YI-01A	87 years, female, white, stage:iiia, dead, 4 days	121.1
TCGA-L4-A4E6-01A	67 years, male, white, stage:ia, alive, 435 days	120.4
TCGA-69-7761-01A	85 years, male, white, stage:ib, alive, 186 days	120.0
TCGA-90-A59Q-01A	61 years, female, white, stage:iia, dead, 322 days	120.0
TCGA-05-5429-01A	60 years, male, stage:iiia, dead, 275 days	119.7
TCGA-05-5420-01A	67 years, male, stage:iiia, alive, 457 days	119.6
TCGA-49-4505-01A	61 years, female, white, stage:iib, dead, 428 days	118.6
TCGA-73-7498-01A	58 years, female, white, stage:ia, alive, 1189 days	117.9
TCGA-50-5051-01A	42 years, female, white, stage:iiia, dead, 478 days	117.6
TCGA-91-6828-01A	70 years, male, white, stage:ia, alive, 323 days	116.5
TCGA-67-3770-01A	70 years, female, white, stage:ia, alive, 610 days	116.3
TCGA-67-3773-01A	84 years, female, white, stage:ib, alive, 427 days	114.0
TCGA-78-7152-01A	65 years, male, white, stage:ib, dead, 1215 days	113.9
TCGA-44-A47B-01A	79 years, male, white, stage:ib, alive, 287 days	113.6
TCGA-L9-A5IP-01A	40 years, female, black or african american, stage:iv, dead, 58 days	111.9
TCGA-91-7771-01A	62 years, male, white, stage:iib, alive, 492 days	111.9
TCGA-56-8623-01A	71 years, male, white, stage:ib, dead, 692 days	111.6
TCGA-78-7161-01A	69 years, female, white, stage:iib, dead, 291 days	111.3
TCGA-05-4422-01A	68 years, male, stage:ib, alive, 365 days	111.1
TCGA-78-7153-01A	65 years, female, white, stage:ib, alive, 3635 days	109.8
TCGA-78-7540-01A	66 years, female, white, stage:ib, dead, 1197 days	109.0
TCGA-69-A59K-01A	60 years, female, black or african american, stage:iib, alive, 522 days	108.5
TCGA-97-A4M3-01A	69 years, female, white, stage:ia, alive, 540 days	108.2
TCGA-91-8497-01A	75 years, female, white, stage:ia, dead, 434 days	106.9
TCGA-05-4396-01A	76 years, male, stage:iiib, dead, 303 days	106.9
TCGA-55-8506-01A	62 years, female, white, stage:iib, alive, 11 days	106.1
TCGA-73-4677-01A	75 years, male, white, dead, 38 days	105.9
TCGA-97-7552-01A	70 years, male, white, stage:ib, alive, 1932 days	104.8
TCGA-86-8669-01A	64 years, male, white, stage:ia, alive, 938 days	104.3
TCGA-55-7725-01A	68 years, female, white, stage:ia, alive, 442 days	104.1
TCGA-62-A46P-01A	65 years, male, white, stage:ib, dead, 594 days	103.9
TCGA-78-7163-01A	60 years, male, white, stage:ib, alive, 7248 days	103.8
TCGA-55-7284-01B	74 years, male, white, stage:iib, dead, 243 days	103.4
TCGA-44-6148-01A	60 years, male, white, stage:ia, alive, 704 days	102.3
TCGA-86-A4P8-01A	59 years, female, white, stage:iiia, alive, 805 days	102.2
TCGA-34-5234-01A	71 years, female, white, stage:ia, alive, 2271 days	101.8
TCGA-37-4129-01A	52 years, female, white, stage:ia, alive, 242 days	101.4
TCGA-44-3917-01A	33 years, female, white, stage:ib, alive, 1183 days	100.9
TCGA-62-8397-01A	70 years, female, white, stage:iib, alive, 1289 days	100.6
TCGA-67-3774-01A	73 years, female, white, stage:ib, alive, 385 days	99.9
TCGA-55-8091-01A	75 years, male, white, stage:ib, alive, 600 days	99.4
TCGA-86-A456-01A	78 years, female, asian, stage:ia, alive, 896 days	96.8
TCGA-44-2655-01A	65 years, female, white, stage:ia, alive, 1324 days	96.7
TCGA-44-6776-01A	60 years, female, white, stage:ia, alive, 2616 days	96.5
TCGA-L9-A443-01A	63 years, female, white, stage:ia, dead, 193 days	96.1
TCGA-55-8513-01A	77 years, female, white, stage:iib, alive, 791 days	95.5
TCGA-97-8174-01A	67 years, male, white, stage:iia, dead, 164 days	94.6
TCGA-MP-A5C7-01A	76 years, female, white, stage:ib, alive, 2248 days	94.4
TCGA-44-3918-01A	60 years, female, white, stage:ia, alive, 1036 days	94.3
TCGA-97-8172-01A	75 years, female, white, stage:ib, alive, 545 days	94.2
TCGA-62-A472-01A	70 years, male, white, stage:iib, alive, 910 days	94.0
TCGA-62-A46R-01A	54 years, female, white, stage:ib, dead, 1725 days	94.0
TCGA-J2-A4AE-01A	77 years, female, white, stage:ia, alive, 1079 days	93.3
TCGA-75-7025-01A	male, stage:ib, alive, 3305 days	92.6
TCGA-49-AARR-01A	68 years, male, black or african american, stage:ia, alive, 4992 days	90.8
TCGA-69-8254-01A	85 years, male, white, alive, 409 days	90.6
TCGA-67-4679-01B	69 years, male, white, alive, 448 days	89.6
TCGA-97-A4M0-01A	60 years, female, white, stage:ib, alive, 652 days	89.5
TCGA-50-5942-01A	67 years, female, white, stage:ia, alive, 1847 days	88.5
TCGA-NJ-A55R-01A	67 years, male, white, stage:ia, alive, 603 days	88.5
TCGA-50-8457-01A	63 years, female, black or african american, stage:ia, alive, 1125 days	88.2
TCGA-S2-AA1A-01A	68 years, female, black or african american, stage:ia, alive, 513 days	87.1
TCGA-44-7659-01A	70 years, male, white, stage:ia, alive, 691 days	87.0
TCGA-78-7633-01A	67 years, male, white, stage:ib, dead, 1528 days	86.9
TCGA-97-8552-01A	55 years, female, white, stage:i, alive, 626 days	86.3
TCGA-73-4675-01A	59 years, male, white, stage:iiia, dead, 922 days	86.1
TCGA-62-A46S-01A	73 years, male, white, stage:ib, dead, 1653 days	85.2
TCGA-78-7537-01A	72 years, male, stage:ib, dead, 1622 days	84.1
TCGA-64-1680-01A	63 years, male, white, stage:iv, alive, 1126 days	83.5
TCGA-05-4384-01A	66 years, male, stage:iiia, alive, 426 days	83.3
TCGA-MP-A4TH-01A	70 years, female, white, stage:ia, alive, 741 days	82.4
TCGA-55-A4DG-01A	71 years, male, white, stage:ia, alive, 608 days	80.7
TCGA-NJ-A7XG-01A	49 years, male, black or african american, stage:iiia, alive, 617 days	80.5
TCGA-50-5068-01A	59 years, female, white, stage:iib, dead, 1499 days	80.3
TCGA-55-A492-01A	70 years, female, white, stage:ia, alive, 596 days	77.6
TCGA-49-4486-01A	72 years, male, white, stage:ia, dead, 2318 days	77.0
TCGA-91-8496-01A	63 years, female, white, stage:ib, alive, 505 days	75.4
TCGA-69-8253-01A	59 years, female, black or african american, stage:iia, alive, 426 days	75.3
TCGA-91-A4BD-01A	78 years, male, white, stage:iia, alive, 603 days	73.9
TCGA-05-5428-01A	57 years, male, stage:iia, alive, 670 days	72.8
TCGA-05-5423-01A	65 years, male, stage:iib, alive, 151 days	71.5
TCGA-78-7167-01A	77 years, male, white, stage:iv, dead, 2681 days	70.1
TCGA-55-8512-01A	41 years, male, white, stage:iv, dead, 607 days	69.4
TCGA-78-7156-01A	62 years, male, white, stage:iv, dead, 976 days	68.8
TCGA-91-6849-01A	75 years, female, black or african american, stage:iiia, alive, 35 days	67.3
TCGA-97-7547-01A	67 years, female, white, stage:ib, alive, 1965 days	65.3
TCGA-44-2656-01B	59 years, male, white, stage:ib, alive, 1429 days	60.3
TCGA-49-4510-01A	51 years, female, black or african american, stage:iib, dead, 896 days	53.2
TCGA-44-6146-01A	64 years, male, white, stage:iib, alive, 728 days	51.9
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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 HPA043640	Antibody HPA046280	Antibody CAB005417	Antibody CAB012406
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