Expression of PDZK1IP1 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: 480.36
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

553.2

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1815.4
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	1552.7
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	1552.2
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	1466.5
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	1399.5
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	1375.9
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1257.5
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	1236.2
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	1231.7
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	1211.2
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	1194.0
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	1191.4
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	1175.5
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1170.7
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	1150.2
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	1104.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	1099.6
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	1092.3
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	1072.4
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	1053.3
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1037.1
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1035.0
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	1002.4
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	998.4
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	997.0
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	993.5
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	986.4
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	983.6
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	980.4
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	961.1
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	951.7
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	949.9
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	948.3
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	932.3
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	929.8
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	928.6
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	926.6
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	924.9
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	904.4
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	897.8
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	897.0
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	880.8
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	852.0
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	844.1
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	842.9
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	840.5
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	833.7
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	820.7
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	819.5
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	817.1
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	808.5
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	806.8
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	802.6
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	798.3
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	786.6
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	784.9
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	780.3
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	780.2
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	774.3
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	773.9
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	773.7
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	771.1
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	763.0
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	762.5
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	751.2
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	745.6
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	744.5
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	741.9
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	740.8
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	739.8
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	739.7
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	739.7
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	734.5
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	732.8
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	724.4
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	718.8
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	716.3
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	715.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	713.3
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	712.6
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	707.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	705.1
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	701.7
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	692.7
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	691.3
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	688.7
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	688.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	683.2
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	682.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	679.8
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	676.2
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	673.7
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	668.3
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	662.7
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	661.1
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	658.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	653.3
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	651.0
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	649.2
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	646.6
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	645.9
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	644.7
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	644.6
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	639.7
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	638.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	637.8
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	627.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	625.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	619.8
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	614.3
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	608.2
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	605.0
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	604.3
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	603.8
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	599.7
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	596.8
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	593.7
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	583.7
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	583.5
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	582.1
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	578.3
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	573.5
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	570.8
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	568.6
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	568.1
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	567.7
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	566.2
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	566.1
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	558.5
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	555.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	552.3
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	552.1
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	550.1
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	548.8
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	542.3
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	541.8
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	539.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	538.1
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	534.3
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	533.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	529.6
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	526.3
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	523.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	519.6
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	513.9
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	513.8
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	513.5
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	512.7
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	512.6
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	502.6
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	501.2
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	499.6
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	498.2
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	496.4
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	495.5
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	492.2
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	489.9
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	489.8
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	489.6
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	489.1
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	485.7
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	475.0
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	472.0
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	471.9
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	470.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	466.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	463.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	463.7
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	456.6
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	451.7
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	451.5
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	451.3
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	450.3
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	448.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	448.0
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	447.1
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	443.0
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	442.7
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	435.5
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	433.4
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	431.4
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	429.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	427.3
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	426.4
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	425.3
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	423.4
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	421.9
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	413.9
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	413.4
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	412.9
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	410.4
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	410.0
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	405.0
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	402.4
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	401.4
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	396.8
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	396.5
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	381.4
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	375.9
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	370.0
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	369.2
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	368.5
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	368.4
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	364.2
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	360.9
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	359.3
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	358.7
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	354.2
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	351.8
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	351.8
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	339.6
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	339.4
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	329.3
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	328.3
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	323.8
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	315.1
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	314.5
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	307.9
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	306.8
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	304.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	304.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	293.6
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	292.8
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	292.8
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	284.0
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	279.4
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	263.5
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	263.3
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	260.4
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	258.4
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	256.5
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	249.9
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	246.6
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	242.7
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	242.6
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	241.5
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	239.2
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	238.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	237.7
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	237.0
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	226.7
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	223.7
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	222.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	216.9
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	213.1
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	210.7
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	210.3
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	207.5
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	188.2
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	186.4
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	184.9
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	180.6
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	169.7
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	167.7
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	167.3
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	165.6
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	165.5
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	164.6
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	159.0
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	152.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	149.1
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	146.0
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	136.2
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	134.3
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	134.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	129.6
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	124.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	114.5
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	111.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	84.3
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	83.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	82.6
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	64.3
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	52.3
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	48.0
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	30.9
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	27.3
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	22.0
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	9.0
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	4.7
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	4.1
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	2.8
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	2.3
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	1.1
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	1.1
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