Expression of HLA-A in urothelial cancer

UROTHELIAL CANCER - 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

HLA-A is not prognostic in urothelial cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 806.26
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

550.1

Number of samples

406

Samples

Sample	Description	FPKM
TCGA-GU-A762-01A	87 years, male, white, stage:iv, dead, 232 days	3247.7
TCGA-DK-AA74-01A	75 years, male, white, stage:iii, alive, 1708 days	2904.1
TCGA-G2-AA3B-01A	75 years, female, white, stage:ii, alive, 2008 days	2207.4
TCGA-FD-A5BS-01A	68 years, male, white, stage:iii, alive, 1639 days	2136.3
TCGA-4Z-AA7W-01A	55 years, male, white, stage:ii, alive, 840 days	2129.1
TCGA-UY-A8OB-01A	64 years, male, white, stage:iv, alive, 2109 days	2109.5
TCGA-FT-A61P-01A	76 years, male, white, stage:iv, alive, 337 days	1917.3
TCGA-UY-A9PH-01A	73 years, male, white, stage:ii, alive, 1561 days	1906.4
TCGA-E7-A7XN-01A	67 years, male, asian, stage:iii, alive, 428 days	1882.1
TCGA-E7-A3X6-01A	70 years, male, white, stage:ii, dead, 904 days	1871.5
TCGA-GU-A766-01A	62 years, male, white, stage:ii, alive, 480 days	1857.2
TCGA-XF-A8HD-01A	77 years, male, white, stage:iii, alive, 2964 days	1854.7
TCGA-FD-A43Y-01A	65 years, male, white, stage:iii, dead, 474 days	1837.9
TCGA-ZF-AA58-01A	61 years, female, white, stage:iv, alive, 1649 days	1761.7
TCGA-FD-A62N-01A	69 years, male, asian, stage:iii, alive, 82 days	1741.2
TCGA-UY-A9PB-01A	49 years, male, white, stage:iii, alive, 899 days	1690.2
TCGA-GC-A6I1-01A	90 years, female, white, stage:ii, dead, 272 days	1688.7
TCGA-DK-A2I4-01A	79 years, male, white, stage:iii, alive, 4343 days	1685.4
TCGA-K4-A5RJ-01A	75 years, male, white, stage:ii, alive, 539 days	1649.9
TCGA-K4-A5RH-01A	69 years, male, white, stage:iii, alive, 276 days	1644.1
TCGA-GC-A6I3-01A	90 years, female, black or african american, stage:iv, alive, 423 days	1639.3
TCGA-4Z-AA81-01A	80 years, male, white, stage:ii, dead, 1270 days	1629.7
TCGA-XF-A9T5-01A	78 years, female, white, stage:iv, alive, 2027 days	1628.4
TCGA-ZF-AA53-01A	60 years, male, white, stage:ii, alive, 1761 days	1601.9
TCGA-FD-A6TD-01A	77 years, male, white, stage:iii, dead, 386 days	1592.4
TCGA-ZF-AA5H-01A	60 years, female, white, stage:iv, alive, 897 days	1584.0
TCGA-GD-A76B-01A	86 years, female, white, stage:ii, dead, 224 days	1567.5
TCGA-2F-A9KO-01A	63 years, male, white, stage:iv, dead, 734 days	1545.3
TCGA-XF-AAML-01A	75 years, male, white, stage:ii, dead, 232 days	1537.4
TCGA-E7-A97P-01A	73 years, male, asian, stage:ii, dead, 437 days	1491.5
TCGA-UY-A78P-01A	78 years, female, white, stage:ii, alive, 2380 days	1488.4
TCGA-UY-A9PA-01A	48 years, male, white, stage:iii, alive, 119 days	1444.5
TCGA-XF-A9SX-01A	63 years, female, white, stage:iv, dead, 719 days	1377.6
TCGA-GU-AATP-01A	74 years, male, white, stage:iv, alive, 1003 days	1366.0
TCGA-ZF-A9R7-01A	76 years, female, white, stage:ii, alive, 665 days	1360.1
TCGA-E7-A519-01A	72 years, male, white, stage:ii, alive, 508 days	1335.1
TCGA-DK-A3IS-01A	68 years, male, white, stage:ii, alive, 1529 days	1334.0
TCGA-E7-A7DV-01A	44 years, male, white, stage:iv, alive, 37 days	1329.4
TCGA-FD-A5BT-01A	84 years, male, white, stage:iii, dead, 328 days	1283.3
TCGA-ZF-A9RF-01A	74 years, male, white, stage:ii, alive, 1949 days	1279.1
TCGA-DK-AA6M-01A	64 years, female, white, stage:ii, alive, 1582 days	1268.5
TCGA-GC-A3WC-01A	80 years, female, white, stage:iii, alive, 540 days	1268.2
TCGA-FD-A3B6-01A	75 years, male, white, stage:ii, dead, 1005 days	1253.7
TCGA-E5-A2PC-01A	61 years, female, white, stage:iv, alive, 1326 days	1234.7
TCGA-XF-AAN2-01A	73 years, male, white, stage:ii, dead, 1869 days	1233.0
TCGA-FD-A5BX-01A	82 years, male, white, stage:iv, dead, 173 days	1229.3
TCGA-DK-A3WW-01A	57 years, male, white, stage:iii, alive, 633 days	1226.1
TCGA-G2-AA3C-01A	66 years, male, white, stage:iv, dead, 211 days	1222.3
TCGA-FD-A3B4-01A	55 years, female, black or african american, stage:iii, dead, 510 days	1215.9
TCGA-DK-A1A5-01A	79 years, male, white, stage:ii, dead, 65 days	1212.1
TCGA-PQ-A6FI-01A	70 years, male, white, stage:ii, alive, 372 days	1199.5
TCGA-GV-A6ZA-01A	54 years, male, white, stage:ii, alive, 691 days	1166.8
TCGA-GV-A3JX-01A	59 years, male, white, stage:iii, alive, 581 days	1148.2
TCGA-BT-A20T-01A	63 years, male, white, stage:iv, dead, 453 days	1145.8
TCGA-BT-A3PJ-01A	76 years, male, white, stage:iii, alive, 789 days	1129.8
TCGA-FD-A5C1-01A	61 years, female, white, stage:iii, alive, 1792 days	1123.6
TCGA-BT-A20O-01A	75 years, male, white, stage:iii, dead, 370 days	1116.0
TCGA-G2-A2EJ-01A	56 years, female, white, stage:ii, alive, 1460 days	1105.7
TCGA-ZF-A9R4-01A	83 years, male, white, stage:ii, alive, 921 days	1103.6
TCGA-XF-A9SI-01A	73 years, female, asian, stage:ii, alive, 2423 days	1098.8
TCGA-XF-A9SJ-01A	83 years, male, white, stage:iv, dead, 98 days	1096.4
TCGA-DK-AA6Q-01A	61 years, female, white, stage:iv, dead, 413 days	1086.6
TCGA-DK-AA77-01A	61 years, male, white, stage:ii, alive, 618 days	1064.9
TCGA-XF-A9T3-01A	69 years, female, white, stage:iv, alive, 68 days	1061.0
TCGA-GD-A6C6-01A	64 years, male, white, stage:iii, alive, 67 days	1050.6
TCGA-FD-A3B8-01A	56 years, male, white, stage:ii, alive, 384 days	1029.4
TCGA-XF-A9SM-01A	76 years, male, white, stage:iii, alive, 1048 days	1020.8
TCGA-ZF-A9RD-01A	75 years, female, white, stage:iv, dead, 408 days	1018.1
TCGA-XF-A9T4-01A	48 years, male, white, stage:iv, dead, 495 days	1015.7
TCGA-ZF-AA54-01A	71 years, male, white, stage:iii, dead, 590 days	1012.8
TCGA-GC-A3RC-01A	59 years, male, white, stage:ii, alive, 484 days	996.2
TCGA-SY-A9G5-01A	66 years, male, white, stage:iii, alive, 1186 days	991.1
TCGA-FD-A6TK-01A	60 years, male, white, stage:iii, alive, 330 days	985.1
TCGA-FD-A3SP-01A	60 years, male, white, stage:iii, alive, 783 days	963.5
TCGA-DK-A3IU-01A	58 years, male, white, stage:ii, dead, 706 days	951.8
TCGA-E7-A541-01A	66 years, male, white, stage:ii, dead, 778 days	944.7
TCGA-LC-A66R-01A	78 years, male, white, stage:iv, alive, 466 days	935.9
TCGA-FD-A3B3-01A	74 years, female, white, stage:iii, dead, 974 days	912.8
TCGA-FD-A3B7-01A	66 years, male, black or african american, stage:iii, dead, 122 days	887.7
TCGA-E7-A6ME-01A	75 years, male, asian, stage:ii, alive, 731 days	874.0
TCGA-4Z-AA83-01A	52 years, male, white, stage:ii, alive, 2024 days	873.1
TCGA-ZF-A9R5-01A	59 years, male, white, stage:iii, alive, 1090 days	863.8
TCGA-5N-A9KI-01A	76 years, female, white, stage:iii, dead, 76 days	853.3
TCGA-XF-AAN5-01A	61 years, female, white, stage:iii, alive, 2293 days	849.7
TCGA-ZF-AA56-01A	79 years, female, white, stage:iii, dead, 259 days	838.6
TCGA-4Z-AA89-01A	61 years, male, white, stage:iv, alive, 902 days	827.8
TCGA-UY-A9PD-01A	81 years, male, white, stage:iii, alive, 542 days	825.8
TCGA-GU-A763-01A	72 years, male, white, stage:iii, alive, 997 days	822.5
TCGA-GC-A3YS-01A	61 years, male, white, stage:iv, alive, 758 days	818.8
TCGA-ZF-AA4W-01A	56 years, male, white, stage:iii, alive, 1830 days	806.7
TCGA-HQ-A5ND-01A	78 years, male, stage:iv, dead, 274 days	805.8
TCGA-FD-A3SR-01A	68 years, male, white, stage:iv, dead, 602 days	803.1
TCGA-BT-A2LB-01A	73 years, female, white, stage:iii, dead, 492 days	802.5
TCGA-CU-A3KJ-01A	75 years, male, white, stage:iii, alive, 562 days	800.2
TCGA-ZF-AA4U-01A	70 years, male, white, stage:iii, dead, 262 days	791.6
TCGA-BT-A20Q-01A	73 years, male, white, stage:iv, dead, 593 days	789.3
TCGA-YC-A9TC-01A	72 years, male, white, stage:iv, dead, 20 days	786.8
TCGA-GC-A3I6-01A	45 years, male, white, stage:iii, dead, 630 days	780.1
TCGA-4Z-AA86-01A	67 years, male, black or african american, stage:iv, dead, 311 days	777.5
TCGA-FD-A3N5-01A	69 years, male, black or african american, stage:ii, dead, 685 days	775.0
TCGA-GC-A4ZW-01A	71 years, male, white, stage:iii, alive, 15 days	768.2
TCGA-4Z-AA7O-01A	64 years, male, black or african american, stage:ii, alive, 512 days	759.8
TCGA-XF-A9SK-01A	65 years, male, white, stage:iv, dead, 486 days	759.7
TCGA-DK-AA6S-01A	60 years, male, white, stage:iii, alive, 5050 days	744.4
TCGA-K4-A6FZ-01A	75 years, female, white, stage:iii, alive, 55 days	742.6
TCGA-DK-A3IV-01A	60 years, male, white, stage:ii, dead, 294 days	740.2
TCGA-BL-A13I-01A	57 years, female, white, stage:iii, dead, 223 days	733.3
TCGA-E7-A677-01A	81 years, male, asian, stage:ii, alive, 820 days	728.1
TCGA-FD-A6TE-01A	54 years, male, white, stage:iv, alive, 376 days	727.8
TCGA-GD-A3OS-01A	54 years, female, white, stage:ii, alive, 638 days	723.0
TCGA-DK-AA6X-01A	63 years, male, white, stage:ii, alive, 467 days	703.1
TCGA-XF-AAMW-01A	79 years, female, white, stage:iv, dead, 253 days	699.9
TCGA-DK-A1AB-01A	74 years, female, white, stage:iv, dead, 508 days	698.2
TCGA-K4-A3WS-01A	66 years, male, white, stage:iii, alive, 761 days	697.8
TCGA-FD-A43U-01A	70 years, male, white, stage:iv, alive, 636 days	691.7
TCGA-DK-A6B5-01A	45 years, male, white, stage:iv, alive, 1542 days	684.6
TCGA-DK-A3WY-01A	67 years, female, white, stage:iii, alive, 4967 days	671.4
TCGA-HQ-A5NE-01A	56 years, male, stage:iii, dead, 370 days	661.0
TCGA-K4-A4AB-01B	76 years, male, white, stage:iii, alive, 84 days	655.3
TCGA-CF-A47V-01A	52 years, male, asian, stage:ii, alive, 379 days	654.3
TCGA-DK-A6B6-01A	57 years, male, white, stage:ii, alive, 1115 days	653.5
TCGA-ZF-A9RN-01A	67 years, female, white, stage:iii, dead, 615 days	647.0
TCGA-DK-A6B2-01A	70 years, male, white, stage:iv, alive, 477 days	644.8
TCGA-FD-A3SM-01A	70 years, male, white, stage:iv, dead, 547 days	640.1
TCGA-XF-A9T8-01A	64 years, male, white, stage:iii, dead, 418 days	638.8
TCGA-GV-A40E-01A	75 years, male, white, stage:ii, dead, 261 days	634.5
TCGA-FD-A43P-01A	74 years, male, black or african american, stage:ii, alive, 832 days	621.7
TCGA-ZF-AA4R-01A	67 years, male, white, stage:iv, dead, 1036 days	618.1
TCGA-S5-A6DX-01A	83 years, male, white, stage:iv, dead, 56 days	606.2
TCGA-XF-A9SY-01A	60 years, female, white, stage:iv, alive, 640 days	600.4
TCGA-2F-A9KR-01A	59 years, female, stage:iii, dead, 3183 days	597.7
TCGA-C4-A0F1-01A	71 years, male, stage:iii, alive, 89 days	597.6
TCGA-FD-A43S-01A	71 years, female, white, stage:iii, alive, 455 days	592.0
TCGA-PQ-A6FN-01A	78 years, female, white, stage:iii, alive, 507 days	591.8
TCGA-FD-A5BY-01A	63 years, female, white, stage:iii, alive, 251 days	586.1
TCGA-4Z-AA7Q-01A	79 years, male, white, stage:iii, dead, 510 days	585.2
TCGA-E7-A4IJ-01A	56 years, male, asian, stage:ii, dead, 674 days	582.2
TCGA-FD-A3NA-01A	60 years, male, white, stage:ii, alive, 1845 days	569.3
TCGA-BT-A20U-01A	70 years, female, white, stage:iii, dead, 455 days	568.2
TCGA-FD-A3SQ-01A	62 years, male, white, stage:iv, dead, 1423 days	560.1
TCGA-XF-AAME-01A	64 years, female, white, stage:ii, dead, 2828 days	559.1
TCGA-ZF-AA52-01A	70 years, male, white, stage:iii, dead, 1077 days	541.4
TCGA-ZF-AA4N-01A	74 years, male, white, stage:ii, dead, 88 days	539.2
TCGA-XF-AAMQ-01A	59 years, female, white, stage:ii, alive, 2177 days	534.6
TCGA-E7-A678-01A	55 years, male, asian, stage:iii, alive, 798 days	525.6
TCGA-DK-A1AD-01A	69 years, male, white, stage:iv, alive, 3420 days	522.0
TCGA-FD-A3B5-01A	86 years, male, black or african american, stage:iv, dead, 272 days	518.2
TCGA-FJ-A871-01A	49 years, male, white, stage:iii, dead, 272 days	516.9
TCGA-DK-AA6L-01A	48 years, male, white, stage:iv, dead, 1163 days	508.0
TCGA-XF-A9T6-01A	88 years, female, white, stage:iii, alive, 64 days	505.4
TCGA-LT-A8JT-01A	69 years, female, white, stage:ii, alive, 641 days	503.9
TCGA-G2-A2EO-01A	69 years, male, white, stage:iii, dead, 1804 days	502.4
TCGA-G2-A3IB-01A	66 years, male, black or african american, stage:ii, dead, 220 days	498.8
TCGA-FD-A6TB-01A	82 years, male, white, stage:iii, alive, 572 days	496.2
TCGA-BT-A3PK-01A	80 years, male, white, stage:ii, dead, 303 days	490.4
TCGA-ZF-A9R0-01A	82 years, male, white, stage:iii, dead, 680 days	486.7
TCGA-GU-AATQ-01A	69 years, male, white, stage:iii, dead, 213 days	484.8
TCGA-GV-A3QK-01B	56 years, female, white, stage:iv, alive, 832 days	480.9
TCGA-ZF-AA51-01A	69 years, female, white, stage:ii, alive, 1714 days	478.9
TCGA-K4-A4AC-01A	83 years, male, white, stage:ii, dead, 278 days	478.4
TCGA-XF-A8HE-01A	47 years, male, white, stage:iii, alive, 3817 days	477.6
TCGA-DK-AA71-01A	71 years, male, white, stage:ii, alive, 415 days	474.7
TCGA-ZF-A9R3-01A	53 years, female, white, stage:ii, dead, 949 days	474.5
TCGA-GU-AATO-01A	75 years, male, white, stage:iv, dead, 324 days	474.2
TCGA-G2-A2ES-01A	85 years, male, white, stage:ii, dead, 1004 days	471.5
TCGA-BT-A20V-01A	59 years, female, black or african american, stage:iv, dead, 154 days	470.7
TCGA-G2-A2EF-01A	50 years, male, white, stage:ii, alive, 1884 days	469.2
TCGA-K4-A3WV-01A	77 years, female, white, stage:ii, alive, 646 days	468.6
TCGA-XF-AAMT-01A	75 years, female, white, stage:iv, dead, 90 days	461.8
TCGA-H4-A2HQ-01A	64 years, female, black or african american, stage:iv, alive, 590 days	459.8
TCGA-GV-A3QH-01A	67 years, male, white, stage:ii, dead, 258 days	459.0
TCGA-CU-A0YO-01A	84 years, male, white, stage:iv, dead, 149 days	452.2
TCGA-BT-A2LD-01A	78 years, female, white, stage:iv, dead, 623 days	451.4
TCGA-CF-A47S-01A	41 years, male, asian, stage:ii, alive, 333 days	450.4
TCGA-DK-A1AF-01A	84 years, female, white, stage:iv, alive, 536 days	449.6
TCGA-4Z-AA7N-01A	66 years, male, white, stage:iii, dead, 1367 days	446.1
TCGA-K4-A83P-01A	77 years, male, white, stage:iv, alive, 495 days	443.0
TCGA-GC-A3BM-01A	70 years, male, white, stage:ii, dead, 651 days	435.7
TCGA-XF-AAN8-01A	74 years, female, white, stage:iii, dead, 118 days	432.6
TCGA-FD-A5BU-01A	76 years, female, black or african american, stage:ii, alive, 588 days	432.1
TCGA-E7-A97Q-01A	60 years, female, white, stage:iv, dead, 246 days	430.7
TCGA-DK-A1AG-01A	66 years, male, white, stage:iii, alive, 475 days	429.0
TCGA-E7-A8O7-01A	52 years, male, asian, stage:ii, alive, 466 days	427.5
TCGA-CU-A3YL-01A	67 years, male, white, stage:iii, alive, 906 days	424.1
TCGA-FD-A6TA-01A	58 years, male, white, stage:iv, alive, 1912 days	422.4
TCGA-BT-A20X-01A	56 years, male, white, stage:iv, dead, 251 days	416.5
TCGA-C4-A0F0-01A	60 years, male, stage:ii, alive, 59 days	415.7
TCGA-GU-A764-01A	66 years, male, white, stage:ii, alive, 610 days	409.4
TCGA-XF-AAN3-01A	76 years, male, white, stage:iv, alive, 2625 days	404.9
TCGA-FD-A62S-01A	60 years, female, black or african american, stage:iii, dead, 406 days	402.0
TCGA-5N-A9KM-01A	73 years, female, white, stage:iii, dead, 530 days	396.0
TCGA-FD-A5BR-01A	57 years, male, white, stage:ii, alive, 813 days	394.3
TCGA-DK-A3X1-01A	78 years, female, white, stage:iii, alive, 2009 days	393.8
TCGA-DK-A6B1-01A	67 years, male, white, stage:ii, alive, 2049 days	393.1
TCGA-ZF-AA5P-01A	65 years, male, white, stage:iv, alive, 372 days	390.1
TCGA-CF-A5UA-01A	67 years, male, asian, stage:ii, alive, 365 days	388.5
TCGA-BT-A42F-01A	64 years, male, white, stage:iv, alive, 864 days	386.2
TCGA-XF-A9SL-01A	69 years, male, white, stage:iv, dead, 2020 days	385.7
TCGA-DK-A6AW-01A	70 years, male, white, stage:ii, alive, 1621 days	381.8
TCGA-BT-A42E-01A	74 years, male, white, stage:iii, alive, 1108 days	377.5
TCGA-YC-A8S6-01A	71 years, male, white, stage:ii, alive, 293 days	373.8
TCGA-FD-A43N-01A	76 years, male, white, stage:iii, alive, 230 days	370.8
TCGA-XF-AAMJ-01A	70 years, male, asian, stage:iii, dead, 1670 days	368.6
TCGA-XF-A9SP-01A	59 years, male, white, stage:iii, dead, 454 days	359.6
TCGA-XF-A8HI-01A	57 years, female, white, stage:iv, dead, 544 days	358.4
TCGA-4Z-AA82-01A	59 years, male, black or african american, stage:iv, dead, 1556 days	354.0
TCGA-G2-AA3D-01A	60 years, male, white, stage:iv, alive, 2139 days	353.5
TCGA-R3-A69X-01A	70 years, male, white, stage:iii, alive, 433 days	353.2
TCGA-BT-A20P-01A	81 years, female, white, stage:iii, dead, 544 days	350.2
TCGA-CU-A0YN-01A	60 years, male, white, stage:iii, dead, 393 days	349.8
TCGA-BL-A3JM-01A	63 years, male, white, stage:iii, dead, 205 days	347.4
TCGA-UY-A78K-01A	60 years, male, white, stage:iv, dead, 536 days	345.0
TCGA-DK-A1AE-01A	84 years, male, white, stage:iii, alive, 491 days	341.6
TCGA-XF-AAN1-01A	75 years, female, stage:iii, dead, 941 days	341.4
TCGA-BT-A20W-01A	71 years, male, white, stage:ii, dead, 254 days	341.3
TCGA-YF-AA3L-01A	47 years, female, stage:ii, alive, 364 days	340.8
TCGA-ZF-AA4X-01A	56 years, male, white, stage:ii, alive, 2044 days	338.1
TCGA-FD-A3SO-01A	68 years, male, white, stage:iv, dead, 168 days	337.0
TCGA-DK-A3WX-01A	67 years, female, white, stage:iii, dead, 321 days	333.9
TCGA-BT-A20J-01A	75 years, male, white, stage:ii, dead, 579 days	330.5
TCGA-GU-A767-01A	81 years, male, white, stage:iv, dead, 144 days	328.6
TCGA-DK-A1AA-01A	57 years, male, white, stage:iii, alive, 578 days	327.4
TCGA-XF-AAMR-01A	48 years, male, white, stage:iii, alive, 2790 days	327.1
TCGA-BL-A5ZZ-01A	80 years, female, white, stage:iii, alive, 377 days	326.5
TCGA-CF-A1HR-01A	62 years, male, asian, stage:iii, alive, 389 days	326.2
TCGA-CF-A1HS-01A	75 years, female, asian, stage:iii, alive, 382 days	326.0
TCGA-GD-A3OQ-01A	48 years, male, white, stage:iv, alive, 95 days	320.4
TCGA-CU-A5W6-01A	70 years, male, white, stage:iii, dead, 56 days	319.6
TCGA-DK-A2I1-01A	73 years, female, white, stage:ii, alive, 546 days	315.4
TCGA-FD-A3SN-01A	79 years, male, white, stage:iii, alive, 887 days	314.9
TCGA-BT-A42C-01A	64 years, male, white, stage:ii, alive, 873 days	312.7
TCGA-XF-AAN7-01A	60 years, male, white, stage:iv, dead, 565 days	311.2
TCGA-XF-A9T2-01A	54 years, male, white, stage:iii, dead, 575 days	309.6
TCGA-GV-A3JV-01A	66 years, male, white, stage:iv, dead, 434 days	308.1
TCGA-G2-A2EL-01A	77 years, male, white, stage:ii, dead, 819 days	305.9
TCGA-CF-A8HY-01A	59 years, male, asian, stage:ii, alive, 345 days	302.2
TCGA-XF-A9SW-01A	85 years, male, white, stage:iv, dead, 362 days	301.7
TCGA-XF-A9SZ-01A	79 years, male, white, stage:iv, dead, 859 days	300.9
TCGA-CF-A47W-01A	42 years, male, asian, stage:ii, alive, 368 days	300.2
TCGA-CF-A9FM-01A	50 years, male, asian, stage:i, alive, 398 days	299.1
TCGA-CU-A0YR-01A	84 years, male, white, stage:iv, dead, 460 days	298.6
TCGA-XF-AAN4-01A	77 years, female, white, stage:iii, dead, 823 days	298.4
TCGA-4Z-AA80-01A	73 years, male, white, stage:ii, dead, 19 days	296.2
TCGA-FD-A6TI-01A	73 years, male, white, stage:iv, dead, 294 days	295.0
TCGA-GV-A3QI-01A	47 years, male, white, stage:iii, alive, 1110 days	294.1
TCGA-E7-A7DU-01A	73 years, male, white, stage:iii, alive, 28 days	292.6
TCGA-DK-A6B0-01A	61 years, male, white, stage:ii, alive, 2330 days	289.8
TCGA-K4-A3WU-01B	88 years, male, white, stage:iii, alive, 105 days	287.4
TCGA-KQ-A41S-01A	87 years, female, white, stage:iii, alive, 35 days	287.0
TCGA-CF-A9FF-01A	52 years, male, asian, stage:ii, alive, 361 days	286.5
TCGA-GC-A3OO-01A	79 years, male, white, stage:ii, alive, 481 days	286.3
TCGA-GD-A2C5-01A	53 years, female, white, stage:iv, alive, 812 days	283.8
TCGA-DK-A3IN-01A	72 years, male, white, stage:iii, dead, 250 days	282.1
TCGA-K4-AAQO-01A	56 years, male, white, stage:iii, alive, 359 days	275.2
TCGA-XF-A8HB-01A	50 years, female, stage:ii, alive, 1370 days	274.6
TCGA-E7-A8O8-01A	59 years, male, asian, stage:ii, alive, 13 days	274.2
TCGA-E7-A6MD-01A	66 years, male, white, stage:iv, alive, 129 days	273.5
TCGA-CF-A5U8-01A	59 years, male, asian, stage:ii, alive, 399 days	273.0
TCGA-UY-A8OC-01A	90 years, male, white, stage:iv, dead, 92 days	265.3
TCGA-G2-A2EC-01A	58 years, female, black or african american, stage:ii, dead, 696 days	264.1
TCGA-ZF-AA4V-01A	66 years, male, white, stage:iii, alive, 1806 days	262.4
TCGA-K4-A54R-01A	59 years, male, white, stage:ii, alive, 842 days	261.0
TCGA-FD-A43X-01A	84 years, male, white, stage:ii, alive, 110 days	260.5
TCGA-DK-AA6T-01A	63 years, male, white, stage:ii, alive, 572 days	257.3
TCGA-GU-A42Q-01A	67 years, male, white, stage:iii, dead, 344 days	255.0
TCGA-BT-A0YX-01A	70 years, female, white, stage:iii, dead, 400 days	254.3
TCGA-CF-A9FL-01A	85 years, male, asian, stage:iii, dead, 565 days	252.9
TCGA-E7-A3Y1-01A	57 years, male, white, stage:ii, alive, 163 days	250.5
TCGA-FD-A3N6-01A	43 years, female, black or african american, stage:ii, alive, 851 days	250.1
TCGA-XF-AAMG-01A	49 years, male, white, stage:iii, alive, 3364 days	241.1
TCGA-KQ-A41P-01A	76 years, male, white, stage:iv, alive, 1094 days	239.9
TCGA-XF-A8HF-01A	80 years, male, white, stage:iii, dead, 2954 days	237.3
TCGA-CF-A47Y-01A	55 years, male, asian, stage:ii, alive, 373 days	235.3
TCGA-CF-A27C-01A	52 years, male, asian, stage:iii, alive, 425 days	234.9
TCGA-XF-AAN0-01A	68 years, male, white, stage:iv, dead, 1718 days	232.4
TCGA-BT-A0S7-01A	75 years, male, white, stage:iii, dead, 200 days	228.0
TCGA-FD-A62P-01A	76 years, male, white, stage:ii, dead, 191 days	224.7
TCGA-BT-A20N-01A	72 years, male, stage:iii, dead, 795 days	223.3
TCGA-FD-A3SL-01A	60 years, male, white, stage:iv, dead, 712 days	222.9
TCGA-FD-A6TG-01A	73 years, male, white, stage:iv, dead, 93 days	221.7
TCGA-ZF-AA4T-01A	65 years, male, white, stage:iv, dead, 599 days	218.9
TCGA-FD-A6TF-01A	80 years, female, white, stage:iv, dead, 69 days	217.9
TCGA-XF-A9SU-01A	74 years, female, white, stage:iv, dead, 182 days	216.2
TCGA-FD-A5BZ-01A	77 years, female, white, stage:iv, dead, 835 days	215.2
TCGA-ZF-A9RL-01A	61 years, male, white, stage:ii, alive, 2703 days	214.7
TCGA-UY-A78M-01A	81 years, female, asian, stage:iv, dead, 690 days	212.5
TCGA-4Z-AA7Y-01A	60 years, male, white, stage:ii, alive, 1522 days	212.3
TCGA-DK-A1AC-01A	72 years, male, white, stage:iii, alive, 3981 days	212.2
TCGA-4Z-AA7M-01A	65 years, male, white, stage:iii, alive, 495 days	211.8
TCGA-GC-A3RB-01A	54 years, male, white, stage:iii, alive, 582 days	211.2
TCGA-DK-A3IK-01A	87 years, male, white, stage:iv, dead, 146 days	208.8
TCGA-ZF-A9R2-01A	75 years, male, white, stage:ii, alive, 642 days	207.6
TCGA-UY-A78L-01A	62 years, male, white, stage:iv, alive, 1127 days	204.0
TCGA-KQ-A41Q-01A	89 years, male, white, stage:iii, alive, 1429 days	202.7
TCGA-G2-A2EK-01A	57 years, male, white, stage:ii, alive, 485 days	200.6
TCGA-E7-A85H-01A	64 years, male, asian, stage:iii, alive, 394 days	195.8
TCGA-UY-A8OD-01A	67 years, female, black or african american, stage:ii, alive, 3432 days	191.0
TCGA-E5-A4U1-01A	72 years, male, stage:ii, alive, 1181 days	190.3
TCGA-4Z-AA7R-01A	73 years, male, black or african american, stage:iv, dead, 522 days	190.2
TCGA-FD-A3SS-01A	66 years, male, white, stage:iv, dead, 391 days	190.2
TCGA-GD-A3OP-01A	84 years, female, white, stage:iv, alive, 64 days	189.5
TCGA-DK-A3IM-01A	77 years, male, white, stage:iii, dead, 248 days	188.4
TCGA-E7-A5KF-01A	67 years, male, asian, stage:ii, alive, 20 days	188.2
TCGA-G2-A3IE-01A	52 years, male, white, stage:ii, dead, 612 days	187.6
TCGA-CF-A3MH-01A	75 years, male, asian, stage:ii, alive, 398 days	187.5
TCGA-FD-A6TH-01A	63 years, male, white, stage:iv, dead, 131 days	186.3
TCGA-DK-A6AV-01A	82 years, female, asian, stage:ii, alive, 1952 days	185.9
TCGA-K4-A5RI-01A	67 years, female, white, stage:iii, dead, 356 days	184.7
TCGA-DK-A2I2-01A	63 years, female, white, stage:iv, dead, 237 days	179.2
TCGA-ZF-A9RE-01A	78 years, female, white, stage:ii, dead, 106 days	177.7
TCGA-C4-A0F7-01A	77 years, male, stage:iv, dead, 62 days	176.7
TCGA-FD-A6TC-01A	79 years, female, white, stage:iii, alive, 187 days	175.1
TCGA-HQ-A2OF-01A	52 years, female, stage:iii, alive, 1947 days	173.1
TCGA-ZF-A9R9-01A	58 years, male, white, stage:iv, dead, 864 days	172.8
TCGA-BT-A20R-01A	79 years, female, white, stage:iv, dead, 154 days	172.0
TCGA-E7-A6MF-01A	37 years, male, asian, stage:ii, alive, 750 days	170.4
TCGA-BL-A13J-01A	65 years, male, white, stage:iv, dead, 81 days	170.1
TCGA-GV-A3JZ-01A	55 years, male, white, stage:iv, alive, 603 days	169.2
TCGA-GC-A3RD-01A	83 years, female, white, stage:iii, alive, 428 days	167.8
TCGA-FJ-A3Z7-01A	76 years, male, white, stage:iv, alive, 945 days	167.0
TCGA-DK-A3IQ-01A	74 years, male, white, stage:iii, dead, 539 days	166.5
TCGA-ZF-A9R1-01A	81 years, male, white, stage:iv, alive, 773 days	166.0
TCGA-E7-A7PW-01A	63 years, male, asian, stage:iii, alive, 416 days	159.1
TCGA-DK-A1A3-01A	60 years, male, white, stage:iv, dead, 665 days	158.2
TCGA-FJ-A3Z9-01A	72 years, male, white, dead, 385 days	154.1
TCGA-XF-A9T0-01A	69 years, male, white, stage:iii, alive, 799 days	153.4
TCGA-2F-A9KQ-01A	69 years, male, white, stage:iii, alive, 2886 days	152.9
TCGA-XF-AAMY-01A	78 years, male, white, stage:iii, alive, 3011 days	152.5
TCGA-DK-A2HX-01A	80 years, female, white, stage:iv, dead, 1420 days	148.1
TCGA-GU-A42R-01A	68 years, male, white, stage:iv, dead, 577 days	147.9
TCGA-YF-AA3M-01A	57 years, male, stage:ii, alive, 415 days	146.5
TCGA-SY-A9G0-01A	82 years, male, white, stage:iv, dead, 1008 days	146.0
TCGA-UY-A9PF-01A	78 years, male, white, stage:iv, alive, 117 days	144.8
TCGA-XF-AAMH-01A	80 years, male, white, stage:iv, dead, 344 days	144.3
TCGA-K4-A6MB-01A	64 years, male, white, stage:iv, alive, 469 days	142.2
TCGA-4Z-AA84-01A	61 years, male, white, stage:iv, alive, 460 days	141.8
TCGA-FD-A5BV-01A	47 years, female, white, stage:iii, dead, 163 days	140.6
TCGA-DK-A1A6-01A	53 years, male, white, stage:iv, alive, 2020 days	139.7
TCGA-CU-A72E-01A	76 years, male, white, stage:iv, dead, 413 days	138.3
TCGA-CU-A3QU-01A	58 years, male, white, stage:iv, alive, 158 days	136.9
TCGA-CF-A3MG-01A	48 years, male, asian, stage:ii, alive, 369 days	134.6
TCGA-XF-AAMZ-01A	81 years, female, white, stage:iv, dead, 1348 days	134.6
TCGA-CF-A7I0-01A	54 years, male, asian, stage:ii, alive, 368 days	134.6
TCGA-XF-A9SV-01A	82 years, male, white, stage:iv, dead, 388 days	133.0
TCGA-FD-A5C0-01A	61 years, male, white, stage:iv, dead, 550 days	131.5
TCGA-FD-A3SJ-01A	59 years, male, white, stage:iv, dead, 739 days	131.4
TCGA-CF-A47X-01A	60 years, male, asian, stage:ii, alive, 384 days	130.9
TCGA-BT-A2LA-01A	54 years, male, white, stage:iii, alive, 522 days	130.4
TCGA-DK-A3IT-01A	62 years, male, white, stage:iii, alive, 648 days	126.5
TCGA-ZF-A9RC-01A	77 years, male, white, stage:iii, alive, 2868 days	125.7
TCGA-MV-A51V-01A	75 years, male, white, stage:iii, alive, 410 days	125.3
TCGA-DK-AA6U-01A	64 years, male, white, stage:ii, alive, 578 days	124.2
TCGA-S5-AA26-01A	46 years, male, black or african american, stage:iii, alive, 503 days	123.9
TCGA-XF-A9SH-01A	65 years, female, asian, stage:ii, dead, 1971 days	122.1
TCGA-ZF-AA5N-01A	62 years, female, white, stage:iv, dead, 168 days	119.0
TCGA-GV-A3QF-01A	79 years, male, white, stage:iv, dead, 617 days	116.8
TCGA-2F-A9KW-01A	67 years, female, white, stage:iii, dead, 254 days	115.9
TCGA-CF-A8HX-01A	55 years, female, asian, stage:ii, alive, 345 days	114.3
TCGA-YC-A89H-01A	78 years, female, white, stage:ii, alive, 573 days	113.5
TCGA-H4-A2HO-01A	53 years, male, white, stage:iii, alive, 46 days	113.2
TCGA-2F-A9KP-01A	66 years, male, white, stage:iv, dead, 364 days	112.5
TCGA-KQ-A41R-01A	80 years, female, white, stage:ii, alive, 1350 days	112.2
TCGA-XF-A8HH-01A	61 years, female, white, stage:iv, dead, 57 days	111.9
TCGA-CF-A3MI-01A	62 years, male, asian, stage:ii, alive, 370 days	109.3
TCGA-GV-A3JW-01A	74 years, male, white, stage:ii, alive, 649 days	109.1
TCGA-LT-A5Z6-01A	56 years, male, white, stage:ii, alive, 474 days	108.0
TCGA-UY-A9PE-01A	87 years, male, white, stage:iv, alive, 189 days	107.1
TCGA-2F-A9KT-01A	83 years, male, white, stage:ii, alive, 3314 days	105.2
TCGA-E5-A4TZ-01A	64 years, male, white, stage:iv, dead, 467 days	104.5
TCGA-4Z-AA87-01A	72 years, male, black or african american, stage:iii, alive, 1454 days	103.6
TCGA-CF-A47T-01A	58 years, female, asian, stage:ii, dead, 385 days	103.1
TCGA-ZF-A9RM-01A	70 years, male, white, stage:ii, alive, 1455 days	102.2
TCGA-DK-AA6W-01A	79 years, male, white, stage:ii, dead, 415 days	99.2
TCGA-E7-A4XJ-01A	66 years, male, asian, stage:ii, dead, 68 days	98.1
TCGA-FJ-A3ZE-01A	65 years, male, white, stage:iv, dead, 324 days	94.4
TCGA-DK-A1A7-01A	67 years, female, white, stage:iv, alive, 560 days	93.9
TCGA-FT-A3EE-01A	80 years, female, white, stage:iii, dead, 99 days	93.9
TCGA-DK-AA6P-01A	72 years, female, white, stage:ii, alive, 457 days	93.2
TCGA-DK-AA76-01A	64 years, female, white, stage:ii, alive, 366 days	91.7
TCGA-DK-A3X2-01A	85 years, male, white, stage:iv, dead, 547 days	90.2
TCGA-KQ-A41O-01A	84 years, male, stage:iv, alive, 1538 days	88.7
TCGA-KQ-A41N-01A	73 years, male, black or african american, stage:iii, alive, 1604 days	84.0
TCGA-DK-AA6R-01A	69 years, male, white, stage:iv, alive, 5041 days	83.8
TCGA-XF-A8HC-01A	79 years, male, asian, stage:iv, dead, 200 days	81.2
TCGA-UY-A78N-01A	79 years, male, white, stage:iv, dead, 2641 days	79.4
TCGA-BL-A0C8-01A	73 years, male, white, stage:i, alive, 1219 days	77.9
TCGA-BT-A3PH-01A	76 years, male, white, stage:iv, dead, 142 days	74.8
TCGA-C4-A0EZ-01A	69 years, female, stage:iv, dead, 273 days	73.9
TCGA-FD-A62O-01A	74 years, male, white, stage:iv, dead, 216 days	73.7
TCGA-UY-A78O-01A	74 years, female, white, stage:ii, alive, 2312 days	71.8
TCGA-C4-A0F6-01A	82 years, female, stage:iii, alive, 700 days	70.9
TCGA-CF-A3MF-01A	34 years, male, asian, stage:iii, alive, 383 days	64.6
TCGA-XF-AAMX-01A	87 years, female, black or african american, stage:iii, dead, 206 days	63.8
TCGA-DK-A3IL-01A	79 years, female, white, stage:iv, dead, 413 days	62.8
TCGA-GU-A42P-01A	72 years, male, white, stage:iv, dead, 332 days	57.7
TCGA-DK-A2I6-01A	81 years, male, white, stage:iv, alive, 2656 days	52.4
TCGA-G2-AA3F-01A	77 years, male, white, stage:iv, alive, 893 days	48.3
TCGA-GV-A40G-01A	77 years, male, white, stage:ii, alive, 580 days	48.1
TCGA-FJ-A3ZF-01A	73 years, male, white, stage:iii, alive, 524 days	47.5
TCGA-XF-A9ST-01A	68 years, male, white, stage:iii, dead, 128 days	43.8
TCGA-HQ-A2OE-01A	male, alive, 1174 days	37.5
TCGA-DK-AA75-01A	82 years, male, white, stage:iii, dead, 340 days	37.2
TCGA-4Z-AA7S-01A	66 years, male, black or african american, stage:iii, dead, 1064 days	35.3
TCGA-G2-A3VY-01A	66 years, male, asian, stage:ii, alive, 536 days	33.8
TCGA-E7-A5KE-01A	78 years, female, asian, stage:ii, alive, 17 days	33.7
TCGA-XF-A8HG-01A	69 years, male, white, stage:iii, dead, 467 days	10.9
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UROTHELIAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis