Expression of HLA-DRB1 in renal cancer - The Human Protein Atlas

KIDNEY RENAL PAPILLARY CELL CARCINOMA (KIRP) - 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

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 485.19
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

334.4

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	2489.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	1989.7
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	1790.6
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1606.9
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	1351.6
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	1321.8
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1258.4
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1221.4
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	1187.1
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1160.0
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1070.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1046.2
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	980.8
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	976.2
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	943.1
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	932.4
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	866.6
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	860.9
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	853.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	828.9
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	781.6
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	765.8
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	764.9
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	757.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	746.6
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	735.8
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	721.7
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	695.5
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	692.1
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	686.7
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	685.0
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	674.7
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	662.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	643.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	635.5
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	607.1
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	596.5
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	586.1
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	581.1
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	580.0
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	562.0
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	554.4
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	547.2
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	546.5
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	543.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	539.7
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	537.9
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	536.1
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	530.3
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	520.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	514.4
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	511.6
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	511.5
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	511.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	506.8
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	505.4
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	504.1
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	485.8
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	485.4
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	484.9
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	484.8
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	483.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	478.0
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	468.5
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	461.8
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	457.9
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	457.9
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	454.0
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	453.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	451.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	446.6
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	444.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	444.0
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	433.2
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	430.3
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	426.2
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	420.0
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	419.9
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	406.0
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	402.7
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	396.6
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	394.3
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	393.3
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	384.3
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	384.1
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	380.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	376.4
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	374.9
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	370.4
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	365.7
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	365.6
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	363.5
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	354.7
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	353.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	352.9
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	352.9
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	350.5
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	350.1
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	348.3
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	338.8
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	330.9
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	330.8
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	329.4
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	327.8
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	326.5
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	324.2
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	319.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	317.7
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	312.8
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	310.6
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	310.4
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	307.1
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	307.0
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	305.0
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	302.7
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	298.3
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	293.7
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	293.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	293.5
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	293.0
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	291.3
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	275.3
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	275.3
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	274.3
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	273.8
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	272.6
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	272.5
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	271.7
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	269.7
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	264.8
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	262.1
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	260.7
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	260.3
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	260.0
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	253.9
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	253.7
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	248.7
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	245.5
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	241.2
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	241.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	238.5
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	238.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	238.1
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	238.0
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	237.7
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	237.4
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	237.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	236.8
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	236.4
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	231.0
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	230.2
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	229.5
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	225.1
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	223.3
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	221.9
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	221.6
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	214.7
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	213.4
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	208.5
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	206.2
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	206.1
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	202.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	202.3
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	200.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	199.3
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	198.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	198.2
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	197.9
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	197.8
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	195.9
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	195.0
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	192.1
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	191.2
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	189.8
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	189.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	185.5
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	185.3
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	184.3
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	184.0
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	183.0
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	182.1
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	181.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	178.1
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	173.5
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	173.1
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	171.6
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	171.3
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	169.4
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	165.5
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	165.3
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	164.5
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	161.4
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	157.2
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	155.0
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	150.0
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	146.1
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	145.8
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	145.4
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	144.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	143.9
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	141.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	141.5
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	141.0
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	140.9
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	138.9
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	136.4
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	133.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	131.3
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	130.9
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	129.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	129.0
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	125.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	125.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	124.5
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	121.5
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	117.9
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	117.6
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	116.1
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	110.8
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	110.7
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	110.1
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	108.5
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	107.2
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	106.3
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	103.9
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	102.4
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	102.1
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	96.8
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	96.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	96.3
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	96.1
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	95.6
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	95.1
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	94.9
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	89.5
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	89.2
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	88.9
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	88.7
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	88.4
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	88.2
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	87.8
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	87.3
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	85.5
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	85.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	84.6
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	84.3
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	84.0
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	82.4
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	82.2
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	80.6
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	79.9
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	78.4
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	77.6
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	75.3
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	74.8
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	71.5
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	68.7
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	67.7
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	67.5
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	60.5
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	60.1
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	59.0
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	57.7
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	56.5
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	55.1
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	51.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	49.1
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	49.1
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	48.6
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	47.5
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	47.3
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	44.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	43.4
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	41.8
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	41.5
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	41.2
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	31.6
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	29.3
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	29.1
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	27.8
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	26.6
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	22.4
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	15.3
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	11.5
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	2.6
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