Expression of IGFBP7 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: 404.53
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

614.1

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	3353.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	2474.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	2065.4
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	1909.3
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	1661.3
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1646.3
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	1640.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	1477.3
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	1411.2
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	1392.7
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	1352.9
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	1339.2
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	1318.2
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	1153.1
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	1144.0
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	1140.7
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1121.4
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	1091.9
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	1064.6
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	1046.3
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1018.1
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	1015.9
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	984.2
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	962.3
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	957.3
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	954.1
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	951.1
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	943.5
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	940.1
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	938.5
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	929.8
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	929.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	922.6
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	904.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	901.6
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	893.6
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	891.5
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	880.7
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	869.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	859.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	855.4
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	853.2
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	849.7
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	843.2
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	829.1
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	826.5
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	814.0
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	812.8
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	809.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	804.5
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	804.1
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	804.1
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	803.2
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	802.6
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	802.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	797.3
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	791.8
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	788.8
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	787.5
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	781.5
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	767.5
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	762.4
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	760.9
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	760.7
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	754.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	745.0
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	740.3
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	736.6
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	729.9
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	729.0
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	728.1
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	719.5
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	717.4
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	716.0
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	715.0
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	708.5
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	705.2
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	699.6
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	695.0
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	695.0
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	691.3
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	689.9
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	686.6
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	684.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	684.2
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	681.8
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	679.1
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	674.7
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	673.7
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	665.5
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	660.5
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	658.2
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	655.2
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	648.9
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	646.5
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	645.5
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	644.1
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	643.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	642.2
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	632.5
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	623.8
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	623.5
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	622.0
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	621.1
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	620.4
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	616.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	615.8
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	614.7
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	614.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	613.7
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	610.0
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	604.3
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	601.0
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	596.3
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	595.8
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	591.1
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	589.3
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	584.1
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	583.7
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	579.6
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	578.1
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	574.3
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	570.7
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	569.4
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	569.1
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	567.6
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	565.8
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	564.0
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	563.8
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	560.1
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	560.0
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	559.3
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	559.0
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	557.9
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	554.2
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	550.0
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	550.0
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	545.4
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	544.2
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	544.1
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	543.7
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	542.2
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	541.7
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	541.0
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	539.8
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	538.0
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	537.9
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	537.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	537.2
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	537.2
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	535.2
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	533.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	533.1
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	529.8
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	527.2
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	527.1
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	526.1
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	521.7
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	521.1
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	520.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	517.3
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	513.4
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	512.8
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	510.2
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	505.0
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	504.9
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	503.5
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	500.5
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	496.8
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	496.3
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	495.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	494.3
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	494.0
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	493.2
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	491.2
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	489.2
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	488.6
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	486.8
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	486.3
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	484.7
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	484.7
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	483.3
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	481.4
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	473.3
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	472.4
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	470.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	464.7
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	463.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	463.0
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	460.5
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	460.0
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	457.2
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	456.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	452.3
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	449.0
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	447.9
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	447.8
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	446.4
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	445.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	437.0
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	436.4
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	432.8
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	432.1
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	430.4
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	429.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	427.5
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	424.3
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	424.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	421.2
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	418.0
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	417.7
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	417.0
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	410.4
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	408.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	408.3
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	408.3
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	407.3
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	405.6
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	405.0
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	404.7
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	404.4
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	402.5
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	399.6
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	397.8
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	396.2
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	396.0
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	394.8
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	393.1
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	392.5
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	392.0
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	389.9
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	385.1
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	383.3
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	380.5
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	379.3
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	374.2
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	371.8
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	369.1
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	367.8
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	366.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	364.7
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	361.4
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	361.1
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	359.9
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	347.1
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	345.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	343.5
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	339.2
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	337.5
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	330.0
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	325.0
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	320.3
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	317.8
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	317.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	317.0
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	311.8
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	310.6
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	306.7
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	306.0
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	305.6
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	304.9
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	286.7
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	285.6
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	284.7
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	277.0
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	271.8
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	268.5
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	268.2
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	267.6
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	260.7
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	249.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	246.8
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	238.9
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	236.8
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	234.8
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	234.4
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	222.6
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	186.5
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	164.9
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	143.8
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	142.7
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	138.3
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	134.8
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	123.9
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	67.0
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