Expression of COL1A1 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

COL1A1 is not prognostic in urothelial cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 353.91
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

414.6

Number of samples

406

Samples

Sample	Description	FPKM
TCGA-DK-A3IQ-01A	74 years, male, white, stage:iii, dead, 539 days	6150.5
TCGA-XF-AAN8-01A	74 years, female, white, stage:iii, dead, 118 days	4764.5
TCGA-XF-AAMJ-01A	70 years, male, asian, stage:iii, dead, 1670 days	3425.2
TCGA-FD-A5BZ-01A	77 years, female, white, stage:iv, dead, 835 days	2862.4
TCGA-ZF-AA4R-01A	67 years, male, white, stage:iv, dead, 1036 days	2695.8
TCGA-FD-A62S-01A	60 years, female, black or african american, stage:iii, dead, 406 days	2583.9
TCGA-FD-A5BT-01A	84 years, male, white, stage:iii, dead, 328 days	2384.2
TCGA-FD-A3SP-01A	60 years, male, white, stage:iii, alive, 783 days	2181.7
TCGA-DK-A1AB-01A	74 years, female, white, stage:iv, dead, 508 days	2011.7
TCGA-FD-A3B7-01A	66 years, male, black or african american, stage:iii, dead, 122 days	1859.6
TCGA-SY-A9G5-01A	66 years, male, white, stage:iii, alive, 1186 days	1828.1
TCGA-FD-A3SQ-01A	62 years, male, white, stage:iv, dead, 1423 days	1738.9
TCGA-XF-A9SK-01A	65 years, male, white, stage:iv, dead, 486 days	1695.3
TCGA-BL-A5ZZ-01A	80 years, female, white, stage:iii, alive, 377 days	1693.1
TCGA-K4-A54R-01A	59 years, male, white, stage:ii, alive, 842 days	1677.9
TCGA-XF-A9SZ-01A	79 years, male, white, stage:iv, dead, 859 days	1623.3
TCGA-XF-AAME-01A	64 years, female, white, stage:ii, dead, 2828 days	1620.6
TCGA-DK-A3WX-01A	67 years, female, white, stage:iii, dead, 321 days	1592.4
TCGA-FD-A43U-01A	70 years, male, white, stage:iv, alive, 636 days	1570.5
TCGA-DK-A1A5-01A	79 years, male, white, stage:ii, dead, 65 days	1486.6
TCGA-GU-AATP-01A	74 years, male, white, stage:iv, alive, 1003 days	1479.8
TCGA-K4-A3WS-01A	66 years, male, white, stage:iii, alive, 761 days	1472.3
TCGA-XF-A9SP-01A	59 years, male, white, stage:iii, dead, 454 days	1462.7
TCGA-DK-A1AF-01A	84 years, female, white, stage:iv, alive, 536 days	1454.8
TCGA-DK-AA74-01A	75 years, male, white, stage:iii, alive, 1708 days	1450.2
TCGA-UY-A8OC-01A	90 years, male, white, stage:iv, dead, 92 days	1429.7
TCGA-FD-A6TC-01A	79 years, female, white, stage:iii, alive, 187 days	1392.9
TCGA-GD-A3OS-01A	54 years, female, white, stage:ii, alive, 638 days	1391.5
TCGA-DK-AA6S-01A	60 years, male, white, stage:iii, alive, 5050 days	1360.0
TCGA-FD-A3B8-01A	56 years, male, white, stage:ii, alive, 384 days	1335.3
TCGA-ZF-AA52-01A	70 years, male, white, stage:iii, dead, 1077 days	1323.2
TCGA-BT-A20R-01A	79 years, female, white, stage:iv, dead, 154 days	1293.7
TCGA-FD-A3SO-01A	68 years, male, white, stage:iv, dead, 168 days	1280.1
TCGA-XF-AAMT-01A	75 years, female, white, stage:iv, dead, 90 days	1254.1
TCGA-KQ-A41S-01A	87 years, female, white, stage:iii, alive, 35 days	1240.6
TCGA-GC-A3YS-01A	61 years, male, white, stage:iv, alive, 758 days	1231.0
TCGA-XF-A9SX-01A	63 years, female, white, stage:iv, dead, 719 days	1196.5
TCGA-UY-A9PB-01A	49 years, male, white, stage:iii, alive, 899 days	1142.4
TCGA-K4-A5RH-01A	69 years, male, white, stage:iii, alive, 276 days	1084.0
TCGA-FD-A6TK-01A	60 years, male, white, stage:iii, alive, 330 days	1072.4
TCGA-K4-A6MB-01A	64 years, male, white, stage:iv, alive, 469 days	1054.2
TCGA-FD-A3B3-01A	74 years, female, white, stage:iii, dead, 974 days	1045.9
TCGA-DK-A2HX-01A	80 years, female, white, stage:iv, dead, 1420 days	1040.7
TCGA-XF-A9SY-01A	60 years, female, white, stage:iv, alive, 640 days	1032.2
TCGA-XF-A9SV-01A	82 years, male, white, stage:iv, dead, 388 days	991.6
TCGA-XF-A9SL-01A	69 years, male, white, stage:iv, dead, 2020 days	988.8
TCGA-FJ-A871-01A	49 years, male, white, stage:iii, dead, 272 days	988.7
TCGA-FD-A5BX-01A	82 years, male, white, stage:iv, dead, 173 days	985.8
TCGA-XF-AAMY-01A	78 years, male, white, stage:iii, alive, 3011 days	984.9
TCGA-FD-A5BS-01A	68 years, male, white, stage:iii, alive, 1639 days	973.7
TCGA-FT-A61P-01A	76 years, male, white, stage:iv, alive, 337 days	923.2
TCGA-SY-A9G0-01A	82 years, male, white, stage:iv, dead, 1008 days	916.2
TCGA-XF-A9T2-01A	54 years, male, white, stage:iii, dead, 575 days	911.1
TCGA-XF-A9SW-01A	85 years, male, white, stage:iv, dead, 362 days	908.3
TCGA-ZF-A9R9-01A	58 years, male, white, stage:iv, dead, 864 days	894.7
TCGA-4Z-AA7N-01A	66 years, male, white, stage:iii, dead, 1367 days	889.0
TCGA-FD-A5BU-01A	76 years, female, black or african american, stage:ii, alive, 588 days	888.0
TCGA-CU-A0YN-01A	60 years, male, white, stage:iii, dead, 393 days	857.7
TCGA-FD-A62N-01A	69 years, male, asian, stage:iii, alive, 82 days	831.7
TCGA-FD-A3SM-01A	70 years, male, white, stage:iv, dead, 547 days	816.2
TCGA-XF-A9T3-01A	69 years, female, white, stage:iv, alive, 68 days	814.8
TCGA-BT-A2LB-01A	73 years, female, white, stage:iii, dead, 492 days	814.2
TCGA-FD-A3SL-01A	60 years, male, white, stage:iv, dead, 712 days	812.3
TCGA-BT-A20T-01A	63 years, male, white, stage:iv, dead, 453 days	795.8
TCGA-FD-A43N-01A	76 years, male, white, stage:iii, alive, 230 days	787.4
TCGA-BT-A20Q-01A	73 years, male, white, stage:iv, dead, 593 days	774.0
TCGA-ZF-A9RC-01A	77 years, male, white, stage:iii, alive, 2868 days	773.8
TCGA-DK-A3IN-01A	72 years, male, white, stage:iii, dead, 250 days	773.7
TCGA-XF-AAN7-01A	60 years, male, white, stage:iv, dead, 565 days	765.1
TCGA-G2-A2EO-01A	69 years, male, white, stage:iii, dead, 1804 days	760.4
TCGA-4Z-AA86-01A	67 years, male, black or african american, stage:iv, dead, 311 days	748.2
TCGA-XF-A9SU-01A	74 years, female, white, stage:iv, dead, 182 days	744.1
TCGA-UY-A78M-01A	81 years, female, asian, stage:iv, dead, 690 days	741.8
TCGA-BT-A3PK-01A	80 years, male, white, stage:ii, dead, 303 days	733.5
TCGA-XF-AAMG-01A	49 years, male, white, stage:iii, alive, 3364 days	730.2
TCGA-G2-A2EC-01A	58 years, female, black or african american, stage:ii, dead, 696 days	728.1
TCGA-FD-A6TG-01A	73 years, male, white, stage:iv, dead, 93 days	715.4
TCGA-4Z-AA82-01A	59 years, male, black or african american, stage:iv, dead, 1556 days	702.6
TCGA-BL-A13J-01A	65 years, male, white, stage:iv, dead, 81 days	694.5
TCGA-XF-A9SM-01A	76 years, male, white, stage:iii, alive, 1048 days	684.9
TCGA-FD-A6TA-01A	58 years, male, white, stage:iv, alive, 1912 days	681.5
TCGA-ZF-AA4V-01A	66 years, male, white, stage:iii, alive, 1806 days	675.9
TCGA-E7-A97Q-01A	60 years, female, white, stage:iv, dead, 246 days	640.9
TCGA-FD-A6TD-01A	77 years, male, white, stage:iii, dead, 386 days	636.6
TCGA-XF-A8HH-01A	61 years, female, white, stage:iv, dead, 57 days	635.9
TCGA-DK-A2I1-01A	73 years, female, white, stage:ii, alive, 546 days	634.4
TCGA-FD-A3B5-01A	86 years, male, black or african american, stage:iv, dead, 272 days	630.8
TCGA-DK-A6B2-01A	70 years, male, white, stage:iv, alive, 477 days	624.9
TCGA-K4-A4AB-01B	76 years, male, white, stage:iii, alive, 84 days	624.7
TCGA-XF-AAN3-01A	76 years, male, white, stage:iv, alive, 2625 days	618.7
TCGA-UY-A8OD-01A	67 years, female, black or african american, stage:ii, alive, 3432 days	600.6
TCGA-FD-A3NA-01A	60 years, male, white, stage:ii, alive, 1845 days	584.7
TCGA-FD-A3B4-01A	55 years, female, black or african american, stage:iii, dead, 510 days	581.3
TCGA-FD-A5BY-01A	63 years, female, white, stage:iii, alive, 251 days	577.6
TCGA-XF-AAMX-01A	87 years, female, black or african american, stage:iii, dead, 206 days	575.6
TCGA-ZF-AA53-01A	60 years, male, white, stage:ii, alive, 1761 days	563.9
TCGA-FD-A5C1-01A	61 years, female, white, stage:iii, alive, 1792 days	554.0
TCGA-R3-A69X-01A	70 years, male, white, stage:iii, alive, 433 days	545.6
TCGA-FD-A6TF-01A	80 years, female, white, stage:iv, dead, 69 days	538.1
TCGA-FD-A3SR-01A	68 years, male, white, stage:iv, dead, 602 days	535.2
TCGA-XF-A8HE-01A	47 years, male, white, stage:iii, alive, 3817 days	532.8
TCGA-UY-A9PD-01A	81 years, male, white, stage:iii, alive, 542 days	532.5
TCGA-C4-A0F6-01A	82 years, female, stage:iii, alive, 700 days	532.4
TCGA-ZF-AA58-01A	61 years, female, white, stage:iv, alive, 1649 days	517.0
TCGA-DK-A2I4-01A	79 years, male, white, stage:iii, alive, 4343 days	514.6
TCGA-E7-A6MD-01A	66 years, male, white, stage:iv, alive, 129 days	514.6
TCGA-HQ-A5NE-01A	56 years, male, stage:iii, dead, 370 days	512.7
TCGA-FD-A62P-01A	76 years, male, white, stage:ii, dead, 191 days	512.6
TCGA-DK-A3IU-01A	58 years, male, white, stage:ii, dead, 706 days	512.2
TCGA-FD-A6TB-01A	82 years, male, white, stage:iii, alive, 572 days	498.9
TCGA-FD-A43Y-01A	65 years, male, white, stage:iii, dead, 474 days	492.1
TCGA-UY-A78L-01A	62 years, male, white, stage:iv, alive, 1127 days	489.8
TCGA-K4-A83P-01A	77 years, male, white, stage:iv, alive, 495 days	489.3
TCGA-FD-A3SN-01A	79 years, male, white, stage:iii, alive, 887 days	485.3
TCGA-E7-A97P-01A	73 years, male, asian, stage:ii, dead, 437 days	481.6
TCGA-XF-AAN4-01A	77 years, female, white, stage:iii, dead, 823 days	479.6
TCGA-ZF-AA54-01A	71 years, male, white, stage:iii, dead, 590 days	472.1
TCGA-GV-A40E-01A	75 years, male, white, stage:ii, dead, 261 days	462.1
TCGA-PQ-A6FN-01A	78 years, female, white, stage:iii, alive, 507 days	460.8
TCGA-BT-A20U-01A	70 years, female, white, stage:iii, dead, 455 days	456.2
TCGA-XF-A9SJ-01A	83 years, male, white, stage:iv, dead, 98 days	455.8
TCGA-GD-A3OP-01A	84 years, female, white, stage:iv, alive, 64 days	455.0
TCGA-KQ-A41P-01A	76 years, male, white, stage:iv, alive, 1094 days	450.8
TCGA-GU-A762-01A	87 years, male, white, stage:iv, dead, 232 days	445.5
TCGA-GU-A764-01A	66 years, male, white, stage:ii, alive, 610 days	441.1
TCGA-G2-A2ES-01A	85 years, male, white, stage:ii, dead, 1004 days	434.1
TCGA-CU-A72E-01A	76 years, male, white, stage:iv, dead, 413 days	431.7
TCGA-FD-A6TH-01A	63 years, male, white, stage:iv, dead, 131 days	428.3
TCGA-GC-A3I6-01A	45 years, male, white, stage:iii, dead, 630 days	424.5
TCGA-XF-A9T0-01A	69 years, male, white, stage:iii, alive, 799 days	419.9
TCGA-FD-A43S-01A	71 years, female, white, stage:iii, alive, 455 days	412.7
TCGA-DK-A2I2-01A	63 years, female, white, stage:iv, dead, 237 days	411.7
TCGA-XF-A8HF-01A	80 years, male, white, stage:iii, dead, 2954 days	410.8
TCGA-XF-AAMR-01A	48 years, male, white, stage:iii, alive, 2790 days	410.5
TCGA-XF-A9T8-01A	64 years, male, white, stage:iii, dead, 418 days	406.8
TCGA-DK-A1A3-01A	60 years, male, white, stage:iv, dead, 665 days	405.7
TCGA-ZF-AA56-01A	79 years, female, white, stage:iii, dead, 259 days	396.3
TCGA-DK-A3IT-01A	62 years, male, white, stage:iii, alive, 648 days	384.6
TCGA-CU-A0YR-01A	84 years, male, white, stage:iv, dead, 460 days	377.0
TCGA-DK-A3IK-01A	87 years, male, white, stage:iv, dead, 146 days	374.2
TCGA-BL-A3JM-01A	63 years, male, white, stage:iii, dead, 205 days	356.5
TCGA-DK-A1AC-01A	72 years, male, white, stage:iii, alive, 3981 days	351.3
TCGA-DK-AA6M-01A	64 years, female, white, stage:ii, alive, 1582 days	343.9
TCGA-2F-A9KT-01A	83 years, male, white, stage:ii, alive, 3314 days	337.6
TCGA-GD-A2C5-01A	53 years, female, white, stage:iv, alive, 812 days	337.0
TCGA-BL-A13I-01A	57 years, female, white, stage:iii, dead, 223 days	334.5
TCGA-K4-AAQO-01A	56 years, male, white, stage:iii, alive, 359 days	330.2
TCGA-YC-A89H-01A	78 years, female, white, stage:ii, alive, 573 days	326.6
TCGA-BT-A20O-01A	75 years, male, white, stage:iii, dead, 370 days	323.3
TCGA-FD-A3B6-01A	75 years, male, white, stage:ii, dead, 1005 days	322.1
TCGA-GV-A3JZ-01A	55 years, male, white, stage:iv, alive, 603 days	317.8
TCGA-UY-A78P-01A	78 years, female, white, stage:ii, alive, 2380 days	305.7
TCGA-XF-A8HD-01A	77 years, male, white, stage:iii, alive, 2964 days	303.4
TCGA-GC-A3OO-01A	79 years, male, white, stage:ii, alive, 481 days	302.4
TCGA-FD-A5BR-01A	57 years, male, white, stage:ii, alive, 813 days	299.6
TCGA-ZF-AA5P-01A	65 years, male, white, stage:iv, alive, 372 days	298.6
TCGA-FD-A5C0-01A	61 years, male, white, stage:iv, dead, 550 days	291.9
TCGA-ZF-AA51-01A	69 years, female, white, stage:ii, alive, 1714 days	291.8
TCGA-UY-A9PE-01A	87 years, male, white, stage:iv, alive, 189 days	287.9
TCGA-YC-A8S6-01A	71 years, male, white, stage:ii, alive, 293 days	287.9
TCGA-DK-A1AD-01A	69 years, male, white, stage:iv, alive, 3420 days	287.7
TCGA-BT-A20X-01A	56 years, male, white, stage:iv, dead, 251 days	283.6
TCGA-XF-A9SI-01A	73 years, female, asian, stage:ii, alive, 2423 days	282.7
TCGA-UY-A9PH-01A	73 years, male, white, stage:ii, alive, 1561 days	282.7
TCGA-BT-A20N-01A	72 years, male, stage:iii, dead, 795 days	282.1
TCGA-DK-A3X1-01A	78 years, female, white, stage:iii, alive, 2009 days	281.9
TCGA-CF-A9FL-01A	85 years, male, asian, stage:iii, dead, 565 days	278.7
TCGA-ZF-AA5H-01A	60 years, female, white, stage:iv, alive, 897 days	271.0
TCGA-GD-A3OQ-01A	48 years, male, white, stage:iv, alive, 95 days	259.9
TCGA-FD-A43P-01A	74 years, male, black or african american, stage:ii, alive, 832 days	257.9
TCGA-K4-A5RI-01A	67 years, female, white, stage:iii, dead, 356 days	256.4
TCGA-BT-A0S7-01A	75 years, male, white, stage:iii, dead, 200 days	256.2
TCGA-GC-A6I3-01A	90 years, female, black or african american, stage:iv, alive, 423 days	247.3
TCGA-GV-A3JV-01A	66 years, male, white, stage:iv, dead, 434 days	246.3
TCGA-4Z-AA7M-01A	65 years, male, white, stage:iii, alive, 495 days	246.3
TCGA-E7-A85H-01A	64 years, male, asian, stage:iii, alive, 394 days	245.5
TCGA-5N-A9KI-01A	76 years, female, white, stage:iii, dead, 76 days	243.5
TCGA-DK-AA6R-01A	69 years, male, white, stage:iv, alive, 5041 days	243.0
TCGA-DK-A3WY-01A	67 years, female, white, stage:iii, alive, 4967 days	241.1
TCGA-2F-A9KO-01A	63 years, male, white, stage:iv, dead, 734 days	239.8
TCGA-C4-A0F1-01A	71 years, male, stage:iii, alive, 89 days	239.7
TCGA-DK-A3IL-01A	79 years, female, white, stage:iv, dead, 413 days	233.5
TCGA-UY-A78N-01A	79 years, male, white, stage:iv, dead, 2641 days	232.4
TCGA-FD-A3N5-01A	69 years, male, black or african american, stage:ii, dead, 685 days	231.9
TCGA-FD-A62O-01A	74 years, male, white, stage:iv, dead, 216 days	231.3
TCGA-GC-A3RC-01A	59 years, male, white, stage:ii, alive, 484 days	230.3
TCGA-XF-AAMW-01A	79 years, female, white, stage:iv, dead, 253 days	229.1
TCGA-DK-A2I6-01A	81 years, male, white, stage:iv, alive, 2656 days	221.1
TCGA-4Z-AA7R-01A	73 years, male, black or african american, stage:iv, dead, 522 days	220.6
TCGA-XF-A9T5-01A	78 years, female, white, stage:iv, alive, 2027 days	219.5
TCGA-FD-A3SS-01A	66 years, male, white, stage:iv, dead, 391 days	219.0
TCGA-DK-AA6X-01A	63 years, male, white, stage:ii, alive, 467 days	215.6
TCGA-DK-A1A6-01A	53 years, male, white, stage:iv, alive, 2020 days	214.6
TCGA-FD-A3SJ-01A	59 years, male, white, stage:iv, dead, 739 days	201.5
TCGA-4Z-AA7O-01A	64 years, male, black or african american, stage:ii, alive, 512 days	198.9
TCGA-XF-A9T4-01A	48 years, male, white, stage:iv, dead, 495 days	196.6
TCGA-KQ-A41Q-01A	89 years, male, white, stage:iii, alive, 1429 days	196.4
TCGA-G2-AA3F-01A	77 years, male, white, stage:iv, alive, 893 days	196.4
TCGA-BT-A3PH-01A	76 years, male, white, stage:iv, dead, 142 days	194.3
TCGA-BT-A42F-01A	64 years, male, white, stage:iv, alive, 864 days	192.0
TCGA-CF-A7I0-01A	54 years, male, asian, stage:ii, alive, 368 days	187.9
TCGA-YC-A9TC-01A	72 years, male, white, stage:iv, dead, 20 days	181.8
TCGA-E7-A3X6-01A	70 years, male, white, stage:ii, dead, 904 days	178.8
TCGA-5N-A9KM-01A	73 years, female, white, stage:iii, dead, 530 days	176.4
TCGA-BT-A3PJ-01A	76 years, male, white, stage:iii, alive, 789 days	176.0
TCGA-ZF-A9R0-01A	82 years, male, white, stage:iii, dead, 680 days	171.1
TCGA-BT-A20W-01A	71 years, male, white, stage:ii, dead, 254 days	171.0
TCGA-GU-AATQ-01A	69 years, male, white, stage:iii, dead, 213 days	168.9
TCGA-2F-A9KW-01A	67 years, female, white, stage:iii, dead, 254 days	167.0
TCGA-DK-AA6L-01A	48 years, male, white, stage:iv, dead, 1163 days	164.9
TCGA-CF-A1HS-01A	75 years, female, asian, stage:iii, alive, 382 days	163.7
TCGA-BT-A0YX-01A	70 years, female, white, stage:iii, dead, 400 days	162.5
TCGA-XF-AAN2-01A	73 years, male, white, stage:ii, dead, 1869 days	162.5
TCGA-FJ-A3Z7-01A	76 years, male, white, stage:iv, alive, 945 days	162.2
TCGA-4Z-AA84-01A	61 years, male, white, stage:iv, alive, 460 days	162.2
TCGA-LC-A66R-01A	78 years, male, white, stage:iv, alive, 466 days	159.4
TCGA-GC-A3RD-01A	83 years, female, white, stage:iii, alive, 428 days	158.7
TCGA-XF-AAMH-01A	80 years, male, white, stage:iv, dead, 344 days	158.1
TCGA-DK-A6B5-01A	45 years, male, white, stage:iv, alive, 1542 days	156.5
TCGA-GU-A42Q-01A	67 years, male, white, stage:iii, dead, 344 days	155.8
TCGA-CU-A3KJ-01A	75 years, male, white, stage:iii, alive, 562 days	154.6
TCGA-UY-A8OB-01A	64 years, male, white, stage:iv, alive, 2109 days	153.7
TCGA-CF-A1HR-01A	62 years, male, asian, stage:iii, alive, 389 days	153.1
TCGA-4Z-AA87-01A	72 years, male, black or african american, stage:iii, alive, 1454 days	146.3
TCGA-FT-A3EE-01A	80 years, female, white, stage:iii, dead, 99 days	144.3
TCGA-BT-A42E-01A	74 years, male, white, stage:iii, alive, 1108 days	141.6
TCGA-FD-A5BV-01A	47 years, female, white, stage:iii, dead, 163 days	141.1
TCGA-4Z-AA7W-01A	55 years, male, white, stage:ii, alive, 840 days	140.6
TCGA-XF-AAMQ-01A	59 years, female, white, stage:ii, alive, 2177 days	137.6
TCGA-DK-AA71-01A	71 years, male, white, stage:ii, alive, 415 days	136.2
TCGA-K4-A3WV-01A	77 years, female, white, stage:ii, alive, 646 days	131.2
TCGA-GU-AATO-01A	75 years, male, white, stage:iv, dead, 324 days	130.6
TCGA-E7-A7DV-01A	44 years, male, white, stage:iv, alive, 37 days	129.4
TCGA-CU-A0YO-01A	84 years, male, white, stage:iv, dead, 149 days	129.0
TCGA-ZF-A9RD-01A	75 years, female, white, stage:iv, dead, 408 days	128.0
TCGA-DK-AA6W-01A	79 years, male, white, stage:ii, dead, 415 days	121.6
TCGA-FD-A6TI-01A	73 years, male, white, stage:iv, dead, 294 days	120.1
TCGA-GU-A767-01A	81 years, male, white, stage:iv, dead, 144 days	119.4
TCGA-UY-A78K-01A	60 years, male, white, stage:iv, dead, 536 days	118.2
TCGA-CU-A5W6-01A	70 years, male, white, stage:iii, dead, 56 days	117.9
TCGA-GV-A3JW-01A	74 years, male, white, stage:ii, alive, 649 days	117.9
TCGA-GC-A3WC-01A	80 years, female, white, stage:iii, alive, 540 days	117.6
TCGA-CF-A9FF-01A	52 years, male, asian, stage:ii, alive, 361 days	116.5
TCGA-FD-A3N6-01A	43 years, female, black or african american, stage:ii, alive, 851 days	112.9
TCGA-UY-A9PF-01A	78 years, male, white, stage:iv, alive, 117 days	111.3
TCGA-BT-A2LD-01A	78 years, female, white, stage:iv, dead, 623 days	108.6
TCGA-XF-AAN5-01A	61 years, female, white, stage:iii, alive, 2293 days	107.2
TCGA-XF-AAN0-01A	68 years, male, white, stage:iv, dead, 1718 days	106.4
TCGA-DK-AA6T-01A	63 years, male, white, stage:ii, alive, 572 days	106.3
TCGA-G2-AA3C-01A	66 years, male, white, stage:iv, dead, 211 days	105.4
TCGA-K4-A4AC-01A	83 years, male, white, stage:ii, dead, 278 days	105.4
TCGA-ZF-A9R1-01A	81 years, male, white, stage:iv, alive, 773 days	105.1
TCGA-YF-AA3M-01A	57 years, male, stage:ii, alive, 415 days	103.8
TCGA-ZF-A9R3-01A	53 years, female, white, stage:ii, dead, 949 days	103.7
TCGA-GC-A6I1-01A	90 years, female, white, stage:ii, dead, 272 days	103.5
TCGA-DK-A1AE-01A	84 years, male, white, stage:iii, alive, 491 days	102.6
TCGA-4Z-AA83-01A	52 years, male, white, stage:ii, alive, 2024 days	100.4
TCGA-BL-A0C8-01A	73 years, male, white, stage:i, alive, 1219 days	100.2
TCGA-C4-A0EZ-01A	69 years, female, stage:iv, dead, 273 days	99.4
TCGA-2F-A9KQ-01A	69 years, male, white, stage:iii, alive, 2886 days	96.6
TCGA-G2-A3IB-01A	66 years, male, black or african american, stage:ii, dead, 220 days	94.4
TCGA-CF-A47T-01A	58 years, female, asian, stage:ii, dead, 385 days	94.0
TCGA-DK-A3WW-01A	57 years, male, white, stage:iii, alive, 633 days	92.7
TCGA-PQ-A6FI-01A	70 years, male, white, stage:ii, alive, 372 days	91.4
TCGA-K4-A5RJ-01A	75 years, male, white, stage:ii, alive, 539 days	91.4
TCGA-DK-A6B1-01A	67 years, male, white, stage:ii, alive, 2049 days	88.5
TCGA-S5-A6DX-01A	83 years, male, white, stage:iv, dead, 56 days	86.8
TCGA-XF-A9T6-01A	88 years, female, white, stage:iii, alive, 64 days	86.5
TCGA-C4-A0F0-01A	60 years, male, stage:ii, alive, 59 days	86.4
TCGA-BT-A2LA-01A	54 years, male, white, stage:iii, alive, 522 days	86.0
TCGA-KQ-A41N-01A	73 years, male, black or african american, stage:iii, alive, 1604 days	85.2
TCGA-K4-A3WU-01B	88 years, male, white, stage:iii, alive, 105 days	85.1
TCGA-MV-A51V-01A	75 years, male, white, stage:iii, alive, 410 days	84.0
TCGA-GU-A766-01A	62 years, male, white, stage:ii, alive, 480 days	83.2
TCGA-BT-A20P-01A	81 years, female, white, stage:iii, dead, 544 days	81.2
TCGA-ZF-AA4W-01A	56 years, male, white, stage:iii, alive, 1830 days	81.0
TCGA-XF-AAMZ-01A	81 years, female, white, stage:iv, dead, 1348 days	80.6
TCGA-DK-A6AV-01A	82 years, female, asian, stage:ii, alive, 1952 days	80.4
TCGA-GV-A3JX-01A	59 years, male, white, stage:iii, alive, 581 days	79.2
TCGA-2F-A9KR-01A	59 years, female, stage:iii, dead, 3183 days	78.4
TCGA-DK-A3IM-01A	77 years, male, white, stage:iii, dead, 248 days	78.0
TCGA-4Z-AA7S-01A	66 years, male, black or african american, stage:iii, dead, 1064 days	75.0
TCGA-CU-A3YL-01A	67 years, male, white, stage:iii, alive, 906 days	74.7
TCGA-E7-A4XJ-01A	66 years, male, asian, stage:ii, dead, 68 days	74.4
TCGA-UY-A78O-01A	74 years, female, white, stage:ii, alive, 2312 days	74.2
TCGA-E7-A677-01A	81 years, male, asian, stage:ii, alive, 820 days	74.0
TCGA-C4-A0F7-01A	77 years, male, stage:iv, dead, 62 days	73.5
TCGA-XF-A9ST-01A	68 years, male, white, stage:iii, dead, 128 days	71.7
TCGA-E7-A541-01A	66 years, male, white, stage:ii, dead, 778 days	69.5
TCGA-GD-A6C6-01A	64 years, male, white, stage:iii, alive, 67 days	68.2
TCGA-ZF-AA4T-01A	65 years, male, white, stage:iv, dead, 599 days	66.5
TCGA-DK-AA6P-01A	72 years, female, white, stage:ii, alive, 457 days	65.4
TCGA-E7-A3Y1-01A	57 years, male, white, stage:ii, alive, 163 days	64.3
TCGA-DK-A3X2-01A	85 years, male, white, stage:iv, dead, 547 days	64.2
TCGA-G2-A2EK-01A	57 years, male, white, stage:ii, alive, 485 days	62.4
TCGA-G2-A2EJ-01A	56 years, female, white, stage:ii, alive, 1460 days	60.8
TCGA-G2-A3IE-01A	52 years, male, white, stage:ii, dead, 612 days	60.3
TCGA-E7-A7XN-01A	67 years, male, asian, stage:iii, alive, 428 days	59.3
TCGA-GU-A42R-01A	68 years, male, white, stage:iv, dead, 577 days	57.0
TCGA-LT-A8JT-01A	69 years, female, white, stage:ii, alive, 641 days	56.8
TCGA-4Z-AA7Q-01A	79 years, male, white, stage:iii, dead, 510 days	56.2
TCGA-ZF-A9R7-01A	76 years, female, white, stage:ii, alive, 665 days	56.2
TCGA-K4-A6FZ-01A	75 years, female, white, stage:iii, alive, 55 days	55.5
TCGA-BT-A20J-01A	75 years, male, white, stage:ii, dead, 579 days	55.1
TCGA-HQ-A2OF-01A	52 years, female, stage:iii, alive, 1947 days	54.4
TCGA-XF-A9SH-01A	65 years, female, asian, stage:ii, dead, 1971 days	54.1
TCGA-GC-A3BM-01A	70 years, male, white, stage:ii, dead, 651 days	53.0
TCGA-G2-A2EL-01A	77 years, male, white, stage:ii, dead, 819 days	52.4
TCGA-YF-AA3L-01A	47 years, female, stage:ii, alive, 364 days	52.3
TCGA-CF-A47V-01A	52 years, male, asian, stage:ii, alive, 379 days	51.5
TCGA-H4-A2HQ-01A	64 years, female, black or african american, stage:iv, alive, 590 days	50.7
TCGA-G2-A2EF-01A	50 years, male, white, stage:ii, alive, 1884 days	49.5
TCGA-S5-AA26-01A	46 years, male, black or african american, stage:iii, alive, 503 days	48.9
TCGA-CF-A8HX-01A	55 years, female, asian, stage:ii, alive, 345 days	48.7
TCGA-4Z-AA81-01A	80 years, male, white, stage:ii, dead, 1270 days	48.6
TCGA-E7-A4IJ-01A	56 years, male, asian, stage:ii, dead, 674 days	48.1
TCGA-GV-A6ZA-01A	54 years, male, white, stage:ii, alive, 691 days	47.0
TCGA-GC-A3RB-01A	54 years, male, white, stage:iii, alive, 582 days	47.0
TCGA-ZF-AA4N-01A	74 years, male, white, stage:ii, dead, 88 days	46.1
TCGA-E7-A8O7-01A	52 years, male, asian, stage:ii, alive, 466 days	43.3
TCGA-CF-A5UA-01A	67 years, male, asian, stage:ii, alive, 365 days	42.2
TCGA-BT-A42C-01A	64 years, male, white, stage:ii, alive, 873 days	40.7
TCGA-E7-A519-01A	72 years, male, white, stage:ii, alive, 508 days	40.3
TCGA-E7-A6ME-01A	75 years, male, asian, stage:ii, alive, 731 days	40.2
TCGA-FJ-A3ZF-01A	73 years, male, white, stage:iii, alive, 524 days	39.7
TCGA-DK-A1AA-01A	57 years, male, white, stage:iii, alive, 578 days	39.0
TCGA-G2-AA3D-01A	60 years, male, white, stage:iv, alive, 2139 days	38.4
TCGA-E7-A7DU-01A	73 years, male, white, stage:iii, alive, 28 days	37.7
TCGA-CF-A47W-01A	42 years, male, asian, stage:ii, alive, 368 days	37.0
TCGA-CF-A47X-01A	60 years, male, asian, stage:ii, alive, 384 days	36.0
TCGA-XF-A8HI-01A	57 years, female, white, stage:iv, dead, 544 days	35.9
TCGA-XF-AAN1-01A	75 years, female, stage:iii, dead, 941 days	35.0
TCGA-ZF-A9RE-01A	78 years, female, white, stage:ii, dead, 106 days	34.9
TCGA-E5-A4TZ-01A	64 years, male, white, stage:iv, dead, 467 days	34.8
TCGA-GU-A42P-01A	72 years, male, white, stage:iv, dead, 332 days	34.5
TCGA-E5-A2PC-01A	61 years, female, white, stage:iv, alive, 1326 days	34.3
TCGA-XF-A8HG-01A	69 years, male, white, stage:iii, dead, 467 days	34.1
TCGA-H4-A2HO-01A	53 years, male, white, stage:iii, alive, 46 days	33.7
TCGA-GV-A3QI-01A	47 years, male, white, stage:iii, alive, 1110 days	33.3
TCGA-CF-A9FM-01A	50 years, male, asian, stage:i, alive, 398 days	33.0
TCGA-FJ-A3ZE-01A	65 years, male, white, stage:iv, dead, 324 days	32.5
TCGA-DK-AA76-01A	64 years, female, white, stage:ii, alive, 366 days	32.3
TCGA-2F-A9KP-01A	66 years, male, white, stage:iv, dead, 364 days	31.9
TCGA-DK-A6AW-01A	70 years, male, white, stage:ii, alive, 1621 days	31.9
TCGA-DK-A1A7-01A	67 years, female, white, stage:iv, alive, 560 days	31.8
TCGA-ZF-AA5N-01A	62 years, female, white, stage:iv, dead, 168 days	30.8
TCGA-4Z-AA7Y-01A	60 years, male, white, stage:ii, alive, 1522 days	29.5
TCGA-FD-A43X-01A	84 years, male, white, stage:ii, alive, 110 days	29.4
TCGA-HQ-A5ND-01A	78 years, male, stage:iv, dead, 274 days	29.2
TCGA-DK-A3IV-01A	60 years, male, white, stage:ii, dead, 294 days	29.1
TCGA-GD-A76B-01A	86 years, female, white, stage:ii, dead, 224 days	29.0
TCGA-KQ-A41R-01A	80 years, female, white, stage:ii, alive, 1350 days	28.2
TCGA-DK-AA6U-01A	64 years, male, white, stage:ii, alive, 578 days	27.6
TCGA-LT-A5Z6-01A	56 years, male, white, stage:ii, alive, 474 days	27.1
TCGA-FD-A6TE-01A	54 years, male, white, stage:iv, alive, 376 days	26.1
TCGA-DK-A3IS-01A	68 years, male, white, stage:ii, alive, 1529 days	25.9
TCGA-UY-A9PA-01A	48 years, male, white, stage:iii, alive, 119 days	25.8
TCGA-DK-AA77-01A	61 years, male, white, stage:ii, alive, 618 days	25.5
TCGA-GV-A40G-01A	77 years, male, white, stage:ii, alive, 580 days	25.0
TCGA-CF-A3MI-01A	62 years, male, asian, stage:ii, alive, 370 days	23.9
TCGA-GV-A3QH-01A	67 years, male, white, stage:ii, dead, 258 days	23.7
TCGA-GC-A4ZW-01A	71 years, male, white, stage:iii, alive, 15 days	23.7
TCGA-E7-A7PW-01A	63 years, male, asian, stage:iii, alive, 416 days	23.6
TCGA-G2-A3VY-01A	66 years, male, asian, stage:ii, alive, 536 days	23.5
TCGA-BT-A20V-01A	59 years, female, black or african american, stage:iv, dead, 154 days	22.3
TCGA-4Z-AA80-01A	73 years, male, white, stage:ii, dead, 19 days	21.8
TCGA-FJ-A3Z9-01A	72 years, male, white, dead, 385 days	20.6
TCGA-GV-A3QF-01A	79 years, male, white, stage:iv, dead, 617 days	20.2
TCGA-DK-A1AG-01A	66 years, male, white, stage:iii, alive, 475 days	20.2
TCGA-CF-A5U8-01A	59 years, male, asian, stage:ii, alive, 399 days	20.0
TCGA-ZF-A9RN-01A	67 years, female, white, stage:iii, dead, 615 days	19.9
TCGA-E7-A8O8-01A	59 years, male, asian, stage:ii, alive, 13 days	19.1
TCGA-XF-A8HC-01A	79 years, male, asian, stage:iv, dead, 200 days	19.1
TCGA-ZF-A9R4-01A	83 years, male, white, stage:ii, alive, 921 days	18.5
TCGA-CF-A47S-01A	41 years, male, asian, stage:ii, alive, 333 days	18.5
TCGA-CF-A8HY-01A	59 years, male, asian, stage:ii, alive, 345 days	17.8
TCGA-HQ-A2OE-01A	male, alive, 1174 days	17.3
TCGA-CF-A47Y-01A	55 years, male, asian, stage:ii, alive, 373 days	16.5
TCGA-ZF-A9R5-01A	59 years, male, white, stage:iii, alive, 1090 days	16.3
TCGA-CF-A3MF-01A	34 years, male, asian, stage:iii, alive, 383 days	16.1
TCGA-DK-A6B0-01A	61 years, male, white, stage:ii, alive, 2330 days	15.6
TCGA-E7-A5KE-01A	78 years, female, asian, stage:ii, alive, 17 days	15.1
TCGA-DK-AA75-01A	82 years, male, white, stage:iii, dead, 340 days	14.7
TCGA-CF-A3MG-01A	48 years, male, asian, stage:ii, alive, 369 days	14.6
TCGA-E7-A6MF-01A	37 years, male, asian, stage:ii, alive, 750 days	13.7
TCGA-GV-A3QK-01B	56 years, female, white, stage:iv, alive, 832 days	13.7
TCGA-CF-A3MH-01A	75 years, male, asian, stage:ii, alive, 398 days	13.4
TCGA-DK-AA6Q-01A	61 years, female, white, stage:iv, dead, 413 days	12.9
TCGA-DK-A6B6-01A	57 years, male, white, stage:ii, alive, 1115 days	12.8
TCGA-GU-A763-01A	72 years, male, white, stage:iii, alive, 997 days	12.6
TCGA-CF-A27C-01A	52 years, male, asian, stage:iii, alive, 425 days	12.6
TCGA-ZF-A9RF-01A	74 years, male, white, stage:ii, alive, 1949 days	12.5
TCGA-XF-A8HB-01A	50 years, female, stage:ii, alive, 1370 days	12.5
TCGA-G2-AA3B-01A	75 years, female, white, stage:ii, alive, 2008 days	11.2
TCGA-ZF-A9RL-01A	61 years, male, white, stage:ii, alive, 2703 days	11.2
TCGA-ZF-A9R2-01A	75 years, male, white, stage:ii, alive, 642 days	11.2
TCGA-CU-A3QU-01A	58 years, male, white, stage:iv, alive, 158 days	11.2
TCGA-E7-A678-01A	55 years, male, asian, stage:iii, alive, 798 days	10.6
TCGA-ZF-AA4X-01A	56 years, male, white, stage:ii, alive, 2044 days	10.3
TCGA-XF-AAML-01A	75 years, male, white, stage:ii, dead, 232 days	10.3
TCGA-ZF-A9RM-01A	70 years, male, white, stage:ii, alive, 1455 days	8.9
TCGA-4Z-AA89-01A	61 years, male, white, stage:iv, alive, 902 days	8.3
TCGA-E5-A4U1-01A	72 years, male, stage:ii, alive, 1181 days	6.9
TCGA-KQ-A41O-01A	84 years, male, stage:iv, alive, 1538 days	6.6
TCGA-ZF-AA4U-01A	70 years, male, white, stage:iii, dead, 262 days	6.4
TCGA-E7-A5KF-01A	67 years, male, asian, stage:ii, alive, 20 days	5.5
Show allShow less

UROTHELIAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA011795
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Click images for details