Expression of PIGR 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: 514.88
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

580.5

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	4687.4
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	4135.3
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	3422.9
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	3245.7
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	2485.0
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	2251.1
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	2212.5
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	2202.8
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	2197.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	2161.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	2149.1
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	1856.2
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1847.9
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1834.8
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	1739.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	1709.0
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	1689.2
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	1646.7
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1637.2
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1570.4
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1549.8
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1509.0
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1444.6
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	1444.0
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1434.7
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	1368.6
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1365.1
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1318.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1268.2
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	1266.6
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1258.3
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	1245.9
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1228.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1140.6
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	1100.7
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	1096.5
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	1093.9
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	1093.6
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	1084.4
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1083.2
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	1079.5
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	1068.5
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	1043.1
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1024.3
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	1018.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1003.5
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	1001.5
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	996.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	991.3
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	984.3
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	982.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	965.1
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	942.5
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	933.7
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	924.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	900.2
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	892.5
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	884.4
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	881.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	875.7
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	874.3
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	871.0
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	867.9
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	867.4
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	860.0
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	855.5
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	833.8
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	831.5
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	816.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	811.4
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	801.9
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	787.8
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	782.5
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	782.2
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	774.9
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	771.0
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	757.4
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	754.7
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	749.9
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	739.1
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	734.4
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	721.9
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	717.8
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	717.1
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	714.7
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	714.5
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	710.1
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	709.9
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	705.3
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	701.8
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	693.9
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	687.1
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	681.2
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	677.6
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	670.1
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	656.0
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	649.9
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	639.6
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	639.1
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	634.8
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	632.4
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	625.4
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	609.7
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	606.3
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	594.5
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	593.7
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	593.5
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	587.2
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	558.4
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	548.9
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	538.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	538.1
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	535.0
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	533.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	525.9
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	520.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	509.1
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	501.1
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	498.8
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	497.8
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	496.0
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	495.3
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	494.0
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	490.4
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	489.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	488.5
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	486.0
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	480.5
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	480.3
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	475.5
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	471.2
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	467.7
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	461.4
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	459.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	457.9
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	456.4
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	452.5
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	450.7
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	444.5
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	440.0
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	421.3
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	419.3
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	419.0
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	410.0
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	406.4
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	398.7
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	387.3
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	376.3
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	375.9
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	374.6
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	365.9
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	355.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	349.3
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	347.2
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	345.9
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	342.8
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	338.7
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	323.4
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	316.4
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	312.6
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	312.0
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	310.4
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	310.4
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	302.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	293.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	291.7
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	286.8
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	281.9
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	271.8
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	269.6
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	267.5
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	266.9
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	263.6
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	262.3
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	256.4
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	255.2
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	251.2
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	250.2
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	248.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	248.3
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	243.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	236.3
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	235.1
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	226.0
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	224.3
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	223.5
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	220.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	218.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	217.2
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	206.6
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	204.3
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	202.6
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	197.0
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	197.0
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	191.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	190.4
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	188.2
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	188.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	184.0
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	179.9
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	178.9
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	178.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	178.2
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	178.0
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	178.0
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	177.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	176.5
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	176.2
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	172.2
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	163.4
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	162.0
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	158.1
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	157.0
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	156.4
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	155.9
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	152.8
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	147.0
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	144.3
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	141.7
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	141.2
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	134.2
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	132.0
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	127.0
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	125.1
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	125.1
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	119.5
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	114.5
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	112.8
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	112.4
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	110.0
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	103.9
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	103.0
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	98.8
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	91.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	91.0
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	90.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	89.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	87.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	78.9
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	74.2
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	73.0
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	61.2
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	61.0
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	59.1
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	54.4
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	54.0
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	50.8
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	46.1
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	42.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	40.3
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	38.1
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	34.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	32.1
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	29.5
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	29.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	27.6
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	26.1
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	25.4
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	21.4
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	19.4
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	19.1
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	17.9
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	15.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	15.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	15.1
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	12.3
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	9.9
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	9.9
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	7.7
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	7.2
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	6.2
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	6.1
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	4.7
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	3.5
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	3.4
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	3.1
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	1.6
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	1.5
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	1.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	1.0
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	0.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	0.4
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	0.2
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	0.1
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	0.1
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