Expression of IGFBP4 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: 170.82
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

338.6

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	1236.6
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	1109.0
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	1062.6
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	863.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	837.9
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	830.1
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	816.5
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	805.4
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	784.0
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	768.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	748.2
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	701.7
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	694.0
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	685.9
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	679.2
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	675.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	669.3
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	656.1
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	656.0
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	653.2
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	634.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	632.6
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	623.3
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	618.7
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	605.7
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	603.1
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	602.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	600.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	598.7
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	587.9
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	585.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	582.3
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	581.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	580.8
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	578.6
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	578.3
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	572.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	568.0
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	566.7
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	561.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	558.0
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	546.6
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	541.8
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	539.7
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	539.3
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	535.6
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	526.7
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	522.4
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	522.4
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	521.9
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	520.6
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	516.9
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	512.0
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	511.9
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	509.4
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	506.2
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	505.8
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	504.3
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	502.9
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	501.2
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	499.7
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	498.7
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	487.6
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	486.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	482.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	477.7
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	476.5
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	471.0
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	469.3
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	465.8
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	456.3
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	456.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	454.8
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	453.4
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	451.0
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	450.6
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	447.7
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	446.1
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	432.1
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	430.4
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	429.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	429.3
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	429.1
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	425.9
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	424.7
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	424.4
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	423.9
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	420.9
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	418.2
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	416.0
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	415.6
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	413.4
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	410.2
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	404.4
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	404.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	403.3
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	402.7
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	400.3
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	397.1
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	394.7
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	393.9
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	393.0
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	392.4
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	389.7
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	388.0
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	380.1
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	379.6
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	379.6
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	379.4
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	379.0
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	375.6
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	374.6
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	372.7
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	370.1
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	367.5
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	363.0
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	359.0
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	357.9
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	356.8
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	356.4
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	356.2
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	353.7
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	352.3
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	351.4
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	347.6
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	346.9
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	345.4
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	340.5
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	339.1
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	334.8
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	333.0
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	332.0
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	331.2
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	329.7
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	329.7
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	329.6
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	329.6
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	329.0
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	325.3
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	322.1
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	319.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	318.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	318.3
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	318.0
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	314.5
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	312.5
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	312.0
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	306.6
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	303.1
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	302.4
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	300.7
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	292.2
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	289.8
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	289.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	288.5
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	288.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	287.3
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	287.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	286.3
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	285.2
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	284.0
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	282.5
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	281.2
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	277.8
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	275.7
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	274.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	274.0
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	273.2
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	272.0
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	270.7
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	264.0
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	263.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	262.7
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	255.5
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	254.6
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	253.9
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	249.2
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	245.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	242.1
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	241.5
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	240.8
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	239.7
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	239.1
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	237.4
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	236.1
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	233.6
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	232.7
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	231.6
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	229.4
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	229.4
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	227.6
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	226.0
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	222.0
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	219.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	219.3
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	215.7
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	212.3
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	211.9
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	211.1
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	209.1
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	206.7
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	206.1
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	204.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	203.4
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	200.7
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	199.0
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	197.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	196.6
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	193.3
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	188.8
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	187.4
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	185.8
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	182.7
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	182.3
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	181.3
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	181.2
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	178.4
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	178.3
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	176.7
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	175.4
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	173.9
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	173.1
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	170.9
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	170.7
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	157.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	157.2
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	154.6
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	152.4
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	151.6
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	151.5
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	150.2
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	150.0
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	146.9
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	144.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	142.5
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	142.1
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	141.9
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	141.8
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	140.6
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	140.4
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	140.0
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	137.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	137.2
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	135.0
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	133.5
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	125.2
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	121.6
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	121.4
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	117.4
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	117.2
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	115.7
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	115.7
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	110.1
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	109.5
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	108.4
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	108.0
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	104.6
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	101.2
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	99.9
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	99.0
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	98.6
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	97.1
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	96.6
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	87.5
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	83.8
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	80.8
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	77.0
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	68.1
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	66.6
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	60.5
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	60.2
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	55.5
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	50.6
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	45.0
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	41.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	41.4
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	38.7
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	36.4
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	33.6
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	33.2
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	31.2
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	21.5
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	20.6
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	19.0
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	18.8
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