Expression of SPP1 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: 3175.35
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

2758.5

Number of samples

285

Samples

Sample	Description	FPKM
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	14004.1
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	9365.6
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	9022.5
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	8584.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	8366.3
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	8219.1
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	7760.8
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	7617.2
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	7413.2
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	7360.9
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	7023.9
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	6978.2
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	6957.8
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	6642.4
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	6441.2
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	6354.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	6327.2
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	6166.5
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	6086.5
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	6041.0
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	5932.3
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	5860.2
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	5796.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	5711.2
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	5537.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	5519.2
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	5455.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	5447.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	5261.1
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	5180.5
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	5104.0
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	5077.0
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	5004.2
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	4898.9
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	4895.9
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	4894.0
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	4889.5
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	4816.4
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	4780.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	4769.3
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	4757.4
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	4757.4
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	4737.6
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	4717.4
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	4712.4
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	4711.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	4700.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	4658.5
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	4658.3
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	4599.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	4514.8
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	4438.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	4347.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	4274.8
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	4248.9
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	4248.3
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	4232.3
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	4193.6
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	4166.0
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	4064.4
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	4036.4
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	4016.4
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	3960.1
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	3918.0
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	3889.4
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	3852.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	3822.4
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	3809.6
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	3773.2
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	3770.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	3679.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	3663.1
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	3644.6
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	3636.7
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	3610.4
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	3542.9
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	3541.5
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	3538.5
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	3496.6
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	3481.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	3477.8
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	3461.5
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	3402.2
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	3389.5
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	3386.9
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	3368.0
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	3325.0
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	3268.9
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	3252.6
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	3236.8
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	3200.1
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	3175.6
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	3175.1
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	3125.3
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	3099.3
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	3080.0
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	3075.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	3034.0
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	3030.2
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	2988.5
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	2943.1
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	2923.4
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	2904.7
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	2897.7
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	2897.1
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	2886.8
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	2844.8
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	2830.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	2811.2
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	2797.8
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	2771.3
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	2738.7
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	2718.2
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	2683.3
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	2668.5
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	2633.7
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	2633.2
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	2631.0
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	2599.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	2583.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	2564.5
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	2545.9
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	2540.9
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	2529.7
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	2509.5
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	2500.7
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	2491.5
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	2481.5
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	2472.7
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	2465.9
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	2439.5
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	2392.5
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	2383.1
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	2363.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	2353.6
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	2343.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	2341.8
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	2313.5
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	2276.8
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	2254.1
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	2246.1
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	2225.8
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	2223.0
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	2201.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	2186.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	2159.9
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	2159.1
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	2146.8
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	2136.8
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	2118.5
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	2113.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	2108.2
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	2081.8
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	2052.7
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	2042.6
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	2023.0
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	2020.6
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	2008.2
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1996.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1996.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1988.4
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	1982.5
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	1965.0
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1958.6
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1954.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	1953.9
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1943.1
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	1932.4
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1921.2
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	1920.4
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1898.7
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1898.0
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1896.5
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1894.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	1887.4
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1848.5
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	1823.3
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1818.0
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	1804.6
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	1803.5
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	1795.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	1788.3
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	1772.9
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1729.2
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	1721.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	1720.9
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	1716.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	1686.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1684.0
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	1678.7
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	1662.4
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	1659.4
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	1657.3
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	1654.7
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1644.9
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1636.4
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1622.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	1600.2
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1597.3
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1571.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1566.1
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	1535.7
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	1518.2
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	1505.5
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	1503.7
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	1493.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	1491.4
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1482.4
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	1480.4
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1473.8
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	1446.1
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	1444.5
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	1419.9
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1415.8
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	1408.3
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1369.2
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1366.1
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	1361.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1360.9
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1318.2
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	1310.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	1269.7
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	1238.6
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	1222.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1222.6
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	1198.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	1190.3
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	1174.9
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	1172.8
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1155.2
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	1133.3
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1130.1
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	1096.3
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	1091.1
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	1060.6
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1059.9
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	1053.3
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1039.3
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1035.2
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	1034.5
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1024.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	1022.6
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	1019.8
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	1014.6
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	1009.6
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	996.6
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	979.8
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	942.6
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	942.2
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	932.4
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	915.6
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	913.8
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	909.7
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	892.5
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	875.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	873.9
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	871.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	837.9
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	827.9
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	815.3
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	808.0
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	796.8
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	784.5
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	765.9
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	713.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	686.5
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	651.8
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	641.6
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	639.0
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	634.8
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	586.0
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	548.1
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	531.9
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	473.7
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	390.7
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	360.9
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	347.7
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	336.0
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	317.0
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	139.8
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	26.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	26.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	25.0
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	22.3
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	9.4
Show allShow less