Expression of CTSD 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: 482.98
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

949.1

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	3918.4
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	3755.1
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	3553.1
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	3492.1
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	3225.4
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	2735.6
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	2660.1
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	2624.7
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	2601.4
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	2589.7
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	2571.2
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	2521.2
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	2499.5
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	2464.4
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	2401.1
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	2392.9
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	2387.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	2273.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	2270.1
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	2207.2
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	2202.3
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	2033.7
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1965.8
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	1921.2
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	1900.9
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	1892.6
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	1867.6
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1820.9
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	1819.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	1801.0
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1755.6
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	1725.9
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	1684.1
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	1675.6
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	1668.4
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	1628.2
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1618.3
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	1609.6
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1574.4
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1569.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	1562.1
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1529.8
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	1529.4
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	1527.0
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	1498.4
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1497.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	1480.7
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	1478.5
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	1461.0
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	1441.0
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1440.4
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	1420.4
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	1418.0
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	1396.6
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	1358.0
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1337.9
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1324.5
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1314.5
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1300.0
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	1286.6
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1281.3
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1259.8
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	1250.4
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	1249.4
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	1248.1
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	1242.2
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1227.1
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	1224.6
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1217.8
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	1181.1
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	1170.2
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	1163.9
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	1142.5
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	1128.5
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	1119.4
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1112.0
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	1101.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	1101.0
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1100.8
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	1064.1
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	1060.4
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	1045.6
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	1027.9
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1018.5
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	1011.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	999.0
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	986.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	983.0
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	981.7
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	978.9
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	974.2
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	971.5
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	969.6
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	964.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	961.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	952.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	951.7
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	947.7
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	933.7
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	926.4
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	925.2
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	919.6
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	917.8
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	915.6
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	911.5
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	904.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	902.8
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	902.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	899.6
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	896.6
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	893.1
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	891.8
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	884.7
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	877.5
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	874.3
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	868.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	865.2
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	862.2
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	858.6
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	855.6
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	850.4
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	847.5
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	843.7
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	840.5
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	838.3
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	834.4
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	833.8
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	818.0
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	814.5
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	797.5
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	793.6
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	791.6
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	786.1
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	785.3
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	783.0
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	781.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	774.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	773.3
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	772.3
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	770.4
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	770.2
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	769.0
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	765.8
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	764.1
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	762.0
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	760.8
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	760.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	756.6
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	753.4
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	748.0
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	744.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	740.7
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	736.9
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	731.3
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	722.7
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	722.2
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	720.2
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	713.1
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	712.7
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	704.2
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	704.1
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	703.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	687.7
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	684.2
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	672.7
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	667.2
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	667.1
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	663.0
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	662.3
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	661.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	657.0
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	655.8
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	650.7
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	649.4
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	647.0
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	638.0
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	635.8
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	633.2
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	630.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	628.0
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	613.8
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	612.6
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	611.8
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	610.8
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	608.8
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	607.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	606.4
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	598.2
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	597.7
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	589.9
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	589.1
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	588.6
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	588.0
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	583.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	581.4
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	578.2
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	575.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	573.6
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	569.1
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	567.6
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	562.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	561.7
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	558.7
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	554.9
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	552.2
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	551.0
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	549.7
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	549.4
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	547.9
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	545.1
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	542.5
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	537.0
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	536.1
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	534.6
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	531.3
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	529.9
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	516.2
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	508.6
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	501.7
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	500.4
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	499.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	493.9
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	490.8
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	487.9
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	485.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	483.0
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	483.0
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	474.1
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	473.2
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	472.5
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	470.1
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	468.3
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	462.7
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	457.8
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	454.4
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	452.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	451.9
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	451.8
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	447.7
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	445.3
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	444.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	444.4
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	444.2
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	435.9
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	435.7
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	433.7
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	431.1
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	420.5
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	419.8
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	414.1
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	400.1
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	398.3
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	397.1
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	394.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	391.4
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	388.2
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	379.3
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	372.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	358.2
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	347.2
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	346.9
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	330.5
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	323.2
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	304.4
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	293.5
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	289.2
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	286.2
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	275.9
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	266.3
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	260.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	256.7
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	225.1
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	216.4
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	214.8
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	210.8
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	205.8
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	201.5
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	168.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	164.5
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	148.8
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	146.2
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	138.3
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	121.9
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	114.1
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	78.4
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