Expression of RARRES2 in liver cancer - The Human Protein Atlas

LIVER 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

RARRES2 is not prognostic in liver cancer

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 242.2

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

420.2

Number of samples

365

Samples

Sample	Description	FPKM
TCGA-DD-AAEB-01A	60 years, male, asian, stage:i, alive, 478 days	1873.6
TCGA-DD-A39Z-01A	43 years, female, stage:ii, dead, 601 days	1557.9
TCGA-ES-A2HS-01A	80 years, male, white, stage:i, dead, 688 days	1541.1
TCGA-2Y-A9H1-01A	58 years, male, white, stage:i, dead, 1229 days	1480.6
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:ii, alive, 594 days	1427.4
TCGA-DD-A73G-01A	73 years, female, white, stage:i, alive, 3478 days	1418.1
TCGA-FV-A4ZP-01A	78 years, male, white, stage:iiia, dead, 2486 days	1176.8
TCGA-DD-AADS-01A	63 years, male, asian, stage:i, alive, 474 days	1164.5
TCGA-DD-A39V-01A	77 years, male, white, stage:ii, dead, 643 days	1081.0
TCGA-DD-AACO-01A	40 years, male, asian, stage:i, alive, 1876 days	1056.6
TCGA-KR-A7K2-01A	64 years, male, white, stage:i, alive, 829 days	1022.8
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:i, dead, 52 days	1010.0
TCGA-DD-AADJ-01A	70 years, female, asian, stage:i, alive, 1066 days	969.1
TCGA-DD-AADI-01A	43 years, female, asian, stage:i, alive, 1085 days	962.9
TCGA-DD-AADM-01A	58 years, male, asian, stage:ii, dead, 12 days	957.4
TCGA-FV-A495-01A	51 years, female, white, stage:ii, alive, 1 days	954.8
TCGA-DD-AAE6-01A	59 years, female, asian, stage:i, alive, 141 days	951.7
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:i, dead, 438 days	934.9
TCGA-DD-AAD0-01A	73 years, female, asian, stage:i, alive, 137 days	923.3
TCGA-FV-A2QR-01A	male, white, stage:i, dead, 581 days	913.2
TCGA-DD-AACD-01A	48 years, male, asian, stage:i, dead, 381 days	894.3
TCGA-5C-AAPD-01A	61 years, male, asian, stage:ii, alive, 20 days	864.7
TCGA-BC-A5W4-01A	69 years, male, white, stage:iiia, dead, 547 days	859.6
TCGA-2Y-A9H3-01A	45 years, male, white, stage:ii, alive, 1516 days	852.9
TCGA-G3-AAV5-01A	67 years, male, white, stage:ii, alive, 354 days	852.0
TCGA-G3-A25X-01A	73 years, male, asian, stage:ii, alive, 1779 days	841.7
TCGA-MI-A75E-01A	61 years, male, white, stage:iiic, alive, 507 days	837.2
TCGA-DD-A4NK-01A	80 years, female, white, stage:iiia, dead, 1210 days	823.7
TCGA-DD-A73E-01A	66 years, male, white, stage:i, alive, 44 days	820.3
TCGA-CC-5264-01A	71 years, male, asian, stage:iiia, dead, 102 days	799.4
TCGA-DD-A3A8-01A	75 years, male, white, stage:ii, dead, 11 days	792.9
TCGA-BD-A2L6-01A	69 years, male, white, alive, 1363 days	784.0
TCGA-G3-A25V-01A	68 years, male, white, stage:i, alive, 860 days	763.5
TCGA-EP-A2KA-01A	52 years, female, white, stage:iiia, dead, 627 days	757.5
TCGA-DD-AADG-01A	70 years, male, asian, stage:iiia, alive, 1145 days	756.8
TCGA-DD-AAE9-01A	69 years, male, asian, stage:i, alive, 722 days	750.6
TCGA-FV-A2QQ-01A	80 years, male, white, stage:i, alive, 729 days	725.6
TCGA-DD-A119-01A	40 years, male, asian, stage:iv, dead, 223 days	722.9
TCGA-DD-AAVX-01A	38 years, male, asian, stage:ii, alive, 1570 days	717.9
TCGA-DD-AAW2-01A	69 years, male, asian, stage:i, alive, 1855 days	715.7
TCGA-DD-A3A3-01A	45 years, male, asian, stage:i, dead, 535 days	714.5
TCGA-WQ-AB4B-01A	62 years, male, white, stage:ii, alive, 395 days	707.8
TCGA-KR-A7K8-01A	57 years, male, stage:i, alive, 906 days	696.7
TCGA-G3-AAV2-01A	50 years, male, white, stage:i, alive, 372 days	695.8
TCGA-BC-A69I-01A	69 years, male, white, stage:i, alive, 387 days	683.5
TCGA-EP-A3JL-01A	76 years, male, white, stage:i, alive, 303 days	678.9
TCGA-DD-AAW3-01A	69 years, male, asian, stage:i, alive, 1633 days	670.7
TCGA-DD-A11D-01A	57 years, female, white, stage:i, dead, 1560 days	664.8
TCGA-DD-AACF-01A	68 years, male, asian, stage:i, dead, 365 days	660.2
TCGA-DD-A3A1-01A	65 years, male, stage:iiia, dead, 233 days	658.8
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:ii, alive, 6 days	656.2
TCGA-DD-AACT-01A	69 years, female, asian, stage:i, alive, 1562 days	650.3
TCGA-DD-A3A9-01A	64 years, female, white, stage:ivb, dead, 931 days	646.2
TCGA-BC-A10S-01A	81 years, male, white, dead, 1423 days	642.4
TCGA-MI-A75G-01A	63 years, male, white, stage:ii, alive, 698 days	641.1
TCGA-DD-A1EB-01A	72 years, female, stage:i, alive, 2017 days	634.6
TCGA-DD-AAE1-01A	52 years, male, asian, stage:i, alive, 552 days	628.4
TCGA-2Y-A9H6-01A	68 years, female, white, stage:i, alive, 357 days	621.8
TCGA-2Y-A9H9-01A	70 years, male, white, stage:i, alive, 697 days	619.7
TCGA-G3-AAUZ-01A	48 years, male, stage:i, alive, 480 days	618.5
TCGA-DD-AACG-01A	52 years, male, asian, stage:ii, dead, 469 days	610.4
TCGA-MI-A75H-01A	77 years, male, white, alive, 747 days	609.8
TCGA-DD-A3A7-01A	67 years, male, stage:iiib, dead, 419 days	609.5
TCGA-DD-AAVU-01A	46 years, male, asian, stage:ii, alive, 2202 days	608.7
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:iiib, alive, 396 days	603.4
TCGA-2Y-A9GW-01A	64 years, male, white, stage:i, dead, 1271 days	600.2
TCGA-ED-A459-01A	47 years, male, asian, stage:ii, alive, 910 days	599.7
TCGA-EP-A26S-01A	70 years, male, white, stage:i, alive, 608 days	593.7
TCGA-DD-AADV-01A	50 years, male, asian, stage:i, alive, 574 days	589.2
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:i, dead, 19 days	588.2
TCGA-DD-AACH-01A	69 years, male, asian, stage:ii, dead, 195 days	583.2
TCGA-G3-AAV0-01A	58 years, male, asian, stage:i, alive, 476 days	580.8
TCGA-LG-A9QC-01A	48 years, male, white, stage:i, alive, 425 days	578.5
TCGA-5C-A9VH-01A	70 years, male, white, stage:i, alive, 322 days	576.5
TCGA-DD-AACJ-01A	75 years, male, asian, stage:ii, alive, 2102 days	571.0
TCGA-RC-A6M4-01A	74 years, female, white, stage:iiia, alive, 22 days	565.8
TCGA-DD-A115-01A	53 years, male, white, stage:iiia, dead, 2542 days	560.7
TCGA-KR-A7K0-01A	65 years, male, white, stage:i, dead, 65 days	558.2
TCGA-CC-5259-01A	60 years, female, asian, stage:iiic, alive, 250 days	557.1
TCGA-WX-AA46-01A	62 years, male, white, stage:ii, alive, 756 days	555.8
TCGA-DD-AAVP-01A	48 years, male, asian, stage:i, alive, 2752 days	553.3
TCGA-G3-A6UC-01A	65 years, male, white, stage:iiib, alive, 671 days	552.2
TCGA-MI-A75C-01A	64 years, male, white, stage:i, alive, 291 days	551.9
TCGA-CC-A7IL-01A	61 years, male, asian, stage:iiia, dead, 278 days	549.8
TCGA-DD-AAED-01A	51 years, male, asian, stage:i, alive, 763 days	549.6
TCGA-ZS-A9CD-01A	73 years, male, white, stage:ii, dead, 1386 days	546.9
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:i, alive, 2728 days	542.2
TCGA-FV-A23B-01A	70 years, female, white, stage:ii, dead, 1852 days	534.9
TCGA-BC-A10R-01A	66 years, female, white, dead, 308 days	533.8
TCGA-CC-A7IG-01A	47 years, male, asian, stage:ii, dead, 299 days	532.9
TCGA-WJ-A86L-01A	68 years, female, white, stage:i, alive, 345 days	532.1
TCGA-DD-AADY-01A	55 years, female, asian, stage:i, alive, 555 days	524.6
TCGA-DD-AAEA-01A	65 years, male, asian, stage:i, alive, 575 days	523.9
TCGA-ZS-A9CG-01A	55 years, male, white, stage:ii, alive, 341 days	512.9
TCGA-DD-AADU-01A	60 years, male, asian, stage:ii, alive, 554 days	511.5
TCGA-DD-AADN-01A	59 years, male, asian, stage:i, alive, 898 days	511.4
TCGA-ED-A7XO-01A	29 years, male, asian, stage:iiia, alive, 427 days	506.2
TCGA-GJ-A6C0-01A	75 years, female, white, stage:ii, dead, 31 days	505.6
TCGA-DD-AACE-01A	62 years, male, asian, stage:i, alive, 2184 days	503.7
TCGA-K7-A6G5-01A	66 years, male, white, stage:i, alive, 512 days	503.2
TCGA-ZP-A9D4-01A	64 years, female, white, alive, 395 days	502.9
TCGA-HP-A5N0-01A	88 years, female, dead, 1147 days	502.1
TCGA-RC-A7S9-01A	47 years, female, asian, stage:i, alive, 640 days	500.5
TCGA-DD-AACQ-01A	50 years, male, asian, stage:ii, dead, 432 days	497.1
TCGA-CC-A9FW-01A	68 years, male, asian, stage:iiia, alive, 248 days	496.3
TCGA-BD-A3EP-01A	76 years, female, black or african american, stage:i, alive, 409 days	495.9
TCGA-DD-AACC-01A	61 years, male, asian, stage:i, dead, 1685 days	495.4
TCGA-DD-A3A5-01A	66 years, female, white, stage:iii, dead, 3125 days	495.2
TCGA-2Y-A9H7-01A	81 years, female, white, stage:i, alive, 1168 days	494.4
TCGA-DD-AACA-01A	65 years, male, asian, stage:i, alive, 2301 days	492.5
TCGA-DD-AACU-01A	59 years, male, asian, stage:i, alive, 1567 days	490.8
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:i, alive, 1452 days	486.9
TCGA-BC-A69H-01A	64 years, male, white, stage:ii, alive, 444 days	486.0
TCGA-G3-A5SL-01A	70 years, male, white, stage:ii, alive, 621 days	485.9
TCGA-CC-A8HU-01A	39 years, female, asian, stage:iiia, dead, 344 days	483.0
TCGA-DD-A73C-01A	65 years, female, white, stage:iiia, alive, 701 days	480.6
TCGA-ED-A66Y-01A	51 years, female, asian, stage:iiia, dead, 296 days	479.9
TCGA-DD-A1EG-01A	77 years, male, white, stage:i, dead, 1372 days	477.5
TCGA-DD-A3A2-01A	76 years, female, white, stage:i, dead, 2131 days	477.4
TCGA-DD-AADW-01A	48 years, male, asian, stage:i, alive, 587 days	476.6
TCGA-ZS-A9CE-01A	79 years, female, white, stage:ii, alive, 1241 days	475.6
TCGA-CC-A7IF-01A	59 years, male, asian, stage:iiia, dead, 649 days	473.8
TCGA-2Y-A9H0-01A	49 years, male, white, stage:iiia, alive, 3675 days	473.2
TCGA-G3-AAV6-01A	53 years, female, white, stage:iiia, dead, 65 days	472.2
TCGA-DD-AACS-01A	39 years, male, asian, stage:i, alive, 1804 days	469.8
TCGA-HP-A5MZ-01A	62 years, male, stage:i, dead, 91 days	469.6
TCGA-G3-A5SI-01A	44 years, male, asian, stage:ii, dead, 768 days	465.4
TCGA-CC-A9FS-01A	55 years, male, asian, stage:ii, alive, 211 days	461.1
TCGA-UB-A7MF-01A	57 years, male, white, stage:iiia, dead, 214 days	460.3
TCGA-CC-5262-01A	67 years, male, asian, stage:iiic, dead, 103 days	460.0
TCGA-DD-A116-01A	68 years, male, asian, stage:iiia, dead, 1622 days	458.5
TCGA-BC-A10U-01A	69 years, male, white, dead, 837 days	456.3
TCGA-2Y-A9GT-01A	51 years, male, white, stage:i, dead, 1624 days	454.7
TCGA-BC-A3KF-01A	66 years, female, white, stage:i, alive, 8 days	453.2
TCGA-UB-AA0U-01A	60 years, male, white, stage:ii, alive, 327 days	452.2
TCGA-DD-A39Y-01A	67 years, male, asian, stage:i, dead, 171 days	452.0
TCGA-FV-A3I0-01A	76 years, female, white, stage:ii, alive, 848 days	449.9
TCGA-G3-A7M5-01A	76 years, male, asian, stage:i, alive, 447 days	448.2
TCGA-RC-A7SK-01A	59 years, male, asian, stage:i, alive, 472 days	447.6
TCGA-DD-AAVR-01A	44 years, male, asian, stage:i, alive, 2513 days	446.8
TCGA-DD-A4NN-01A	56 years, female, white, stage:i, dead, 899 days	444.2
TCGA-DD-AAVV-01A	56 years, male, asian, stage:ii, alive, 2455 days	443.1
TCGA-DD-AACN-01A	32 years, male, asian, stage:i, alive, 1302 days	437.4
TCGA-XR-A8TF-01A	74 years, male, white, stage:i, dead, 693 days	436.8
TCGA-DD-AAW1-01A	55 years, male, asian, stage:iiia, alive, 1989 days	436.5
TCGA-DD-A4NI-01A	67 years, male, white, stage:ii, alive, 816 days	436.5
TCGA-DD-AADO-01A	55 years, male, asian, stage:i, alive, 453 days	436.2
TCGA-EP-A3RK-01A	73 years, male, white, stage:iiia, alive, 363 days	435.8
TCGA-DD-AAE3-01A	50 years, male, asian, stage:i, alive, 566 days	434.5
TCGA-DD-AAEH-01A	73 years, male, asian, stage:i, alive, 784 days	434.3
TCGA-DD-AAD5-01A	54 years, male, asian, stage:i, alive, 1345 days	433.0
TCGA-DD-AAEI-01A	72 years, male, asian, stage:i, alive, 1531 days	431.5
TCGA-G3-AAV7-01A	38 years, male, asian, stage:ii, alive, 361 days	431.4
TCGA-DD-AADL-01A	58 years, male, asian, stage:i, alive, 636 days	430.0
TCGA-PD-A5DF-01A	58 years, female, white, stage:iiib, dead, 639 days	426.8
TCGA-ZP-A9CV-01A	59 years, male, white, dead, 1088 days	425.5
TCGA-G3-A25Y-01A	52 years, female, asian, stage:i, dead, 452 days	425.2
TCGA-BC-A110-01A	51 years, female, black or african american, dead, 2116 days	421.3
TCGA-DD-A118-01A	77 years, female, white, stage:ii, alive, 3437 days	415.5
TCGA-DD-AACV-01A	53 years, male, asian, stage:i, alive, 1531 days	413.8
TCGA-RC-A7SF-01A	66 years, male, asian, stage:i, alive, 579 days	411.0
TCGA-DD-AADK-01A	68 years, female, asian, stage:ii, alive, 1049 days	410.8
TCGA-DD-AAVS-01A	56 years, male, asian, stage:i, alive, 1823 days	410.1
TCGA-DD-A1EH-01A	23 years, male, white, stage:iii, alive, 1495 days	409.0
TCGA-DD-AACW-01A	43 years, male, asian, stage:i, alive, 1424 days	406.1
TCGA-DD-AADP-01A	45 years, male, asian, stage:i, alive, 458 days	404.5
TCGA-KR-A7K7-01A	61 years, female, white, stage:ii, alive, 951 days	400.4
TCGA-DD-AAEG-01A	59 years, female, asian, stage:i, alive, 719 days	399.6
TCGA-G3-A25Z-01A	58 years, male, asian, stage:i, alive, 655 days	399.3
TCGA-CC-A7IH-01A	58 years, male, asian, stage:iiia, alive, 365 days	398.8
TCGA-K7-A5RF-01A	64 years, male, white, stage:i, alive, 631 days	397.5
TCGA-NI-A4U2-01A	71 years, male, white, stage:iiia, dead, 1791 days	394.8
TCGA-WX-AA44-01A	64 years, female, white, stage:i, alive, 615 days	394.7
TCGA-DD-A4NQ-01A	60 years, male, white, stage:ii, dead, 373 days	394.4
TCGA-DD-A1EE-01A	73 years, male, white, stage:iiia, dead, 349 days	392.6
TCGA-EP-A12J-01A	63 years, male, black or african american, stage:i, alive, 570 days	390.0
TCGA-DD-AADC-01A	53 years, male, asian, stage:i, dead, 425 days	385.5
TCGA-DD-A3A6-01A	72 years, female, white, stage:ii, dead, 3258 days	381.1
TCGA-BD-A3ER-01A	62 years, male, white, stage:ii, alive, 1115 days	375.8
TCGA-XR-A8TG-01A	59 years, male, white, stage:i, alive, 898 days	374.6
TCGA-GJ-A9DB-01A	68 years, male, white, stage:i, dead, 67 days	372.6
TCGA-DD-AACI-01A	69 years, male, asian, stage:ii, alive, 1618 days	371.9
TCGA-DD-AAEE-01A	55 years, male, asian, stage:i, alive, 810 days	370.5
TCGA-DD-A4NO-01A	66 years, male, white, stage:i, alive, 2245 days	368.4
TCGA-2Y-A9GU-01A	55 years, female, white, stage:i, alive, 1939 days	368.3
TCGA-CC-A8HT-01A	74 years, male, asian, stage:iiia, dead, 140 days	367.5
TCGA-2Y-A9H5-01A	59 years, female, white, stage:i, dead, 555 days	365.3
TCGA-DD-A4NP-01A	32 years, male, white, stage:i, alive, 3308 days	363.3
TCGA-RC-A7SH-01A	42 years, male, asian, stage:ii, alive, 468 days	362.8
TCGA-DD-A1ED-01A	68 years, male, white, stage:i, alive, 2301 days	362.7
TCGA-DD-AAE2-01A	51 years, male, asian, stage:i, alive, 638 days	362.5
TCGA-DD-AAD8-01A	73 years, female, asian, stage:i, alive, 1219 days	360.9
TCGA-DD-A4NV-01A	61 years, male, white, stage:iiia, alive, 2398 days	359.9
TCGA-MI-A75I-01A	61 years, male, black or african american, alive, 630 days	358.9
TCGA-CC-A3MB-01A	36 years, male, asian, stage:iiia, dead, 315 days	358.8
TCGA-DD-A11B-01A	73 years, male, white, stage:i, dead, 14 days	357.7
TCGA-O8-A75V-01A	54 years, male, stage:i, alive, 538 days	353.0
TCGA-WQ-A9G7-01A	female, white, alive, 30 days	352.9
TCGA-G3-A3CG-01A	80 years, male, white, stage:i, alive, 673 days	349.9
TCGA-DD-AAD1-01A	51 years, female, asian, stage:i, alive, 564 days	347.9
TCGA-G3-A3CH-01A	53 years, male, asian, stage:iiia, alive, 780 days	347.4
TCGA-G3-AAV3-01A	58 years, female, white, stage:ii, alive, 412 days	346.9
TCGA-DD-A1EK-01A	64 years, female, white, stage:ivb, dead, 558 days	345.4
TCGA-2Y-A9HA-01A	70 years, male, white, stage:ii, dead, 36 days	345.1
TCGA-DD-A1EJ-01A	71 years, female, white, stage:iiic, dead, 1005 days	344.9
TCGA-DD-AACY-01A	61 years, male, asian, stage:i, alive, 1450 days	343.5
TCGA-DD-AAE7-01A	72 years, male, asian, stage:i, alive, 644 days	343.2
TCGA-FV-A3I1-01A	female, white, stage:ii, dead, 247 days	342.2
TCGA-DD-AAD3-01A	43 years, male, asian, stage:i, alive, 1295 days	341.7
TCGA-ZP-A9D1-01A	56 years, female, white, alive, 21 days	340.9
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:ii, alive, 1098 days	340.9
TCGA-G3-A5SM-01A	58 years, male, white, stage:ii, alive, 520 days	339.4
TCGA-BC-A10Y-01A	76 years, male, white, dead, 711 days	334.4
TCGA-BC-A8YO-01A	66 years, female, white, stage:iiic, alive, 562 days	332.7
TCGA-CC-A8HS-01A	18 years, male, asian, stage:iiic, dead, 300 days	331.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:i, dead, 2532 days	330.5
TCGA-DD-A113-01A	55 years, female, white, stage:ii, alive, 2425 days	327.8
TCGA-G3-A5SK-01A	58 years, male, white, stage:i, alive, 744 days	327.4
TCGA-DD-A73A-01A	71 years, male, white, stage:i, alive, 728 days	324.7
TCGA-DD-A114-01A	42 years, male, black or african american, stage:ii, dead, 1149 days	322.6
TCGA-DD-A73B-01A	72 years, female, white, stage:i, dead, 283 days	321.5
TCGA-DD-AAC8-01A	72 years, male, asian, stage:i, dead, 16 days	319.5
TCGA-DD-A1EI-01A	46 years, male, asian, stage:i, alive, 183 days	318.6
TCGA-FV-A3R2-01A	75 years, male, white, stage:i, dead, 194 days	317.4
TCGA-DD-A4NL-01A	46 years, male, white, stage:i, alive, 1711 days	317.3
TCGA-DD-AADF-01A	64 years, female, asian, stage:i, dead, 115 days	316.9
TCGA-CC-A7IK-01A	59 years, male, asian, stage:iiia, dead, 262 days	316.3
TCGA-DD-AAE4-01A	49 years, female, asian, stage:i, alive, 608 days	315.8
TCGA-DD-A11C-01A	69 years, male, white, stage:i, alive, 662 days	315.1
TCGA-CC-A3MC-01A	54 years, male, asian, stage:iiia, alive, 363 days	312.3
TCGA-DD-AADR-01A	58 years, male, asian, stage:i, alive, 2028 days	312.2
TCGA-G3-AAV4-01A	83 years, female, white, stage:i, dead, 27 days	311.7
TCGA-DD-AACB-01A	74 years, female, asian, stage:i, alive, 2324 days	311.6
TCGA-5R-AA1C-01A	57 years, male, white, stage:ii, alive, 520 days	310.3
TCGA-ZP-A9CZ-01A	72 years, male, asian, alive, 706 days	309.7
TCGA-DD-AAC9-01A	51 years, male, asian, stage:i, alive, 347 days	308.3
TCGA-2Y-A9GX-01A	68 years, male, white, stage:i, alive, 2442 days	306.9
TCGA-G3-A3CK-01A	61 years, male, asian, stage:i, alive, 585 days	306.2
TCGA-CC-A5UE-01A	48 years, male, asian, stage:iiib, dead, 272 days	305.4
TCGA-DD-AACX-01A	66 years, male, asian, stage:ii, alive, 170 days	305.2
TCGA-CC-5263-01A	35 years, male, asian, stage:iiia, dead, 129 days	304.6
TCGA-ZP-A9CY-01A	66 years, female, white, alive, 782 days	304.4
TCGA-DD-A4NS-01A	62 years, female, white, stage:i, dead, 2456 days	303.2
TCGA-5R-AAAM-01A	65 years, female, white, stage:ii, dead, 46 days	303.2
TCGA-CC-A123-01A	24 years, female, asian, stage:iiia, alive, 219 days	302.4
TCGA-2Y-A9H8-01A	85 years, female, white, dead, 633 days	301.1
TCGA-DD-AACP-01A	65 years, male, asian, stage:i, alive, 415 days	298.7
TCGA-RC-A7SB-01A	53 years, male, asian, stage:ii, alive, 588 days	297.0
TCGA-XR-A8TC-01A	43 years, female, white, stage:i, alive, 1339 days	296.9
TCGA-BC-A216-01A	62 years, female, white, stage:iiia, alive, 1351 days	294.4
TCGA-2Y-A9HB-01A	66 years, male, stage:i, alive, 260 days	293.3
TCGA-DD-AACK-01A	70 years, male, asian, stage:i, alive, 9 days	289.0
TCGA-DD-AADQ-01A	59 years, male, asian, stage:ii, alive, 436 days	288.1
TCGA-ZP-A9D0-01A	67 years, female, black or african american, alive, 1091 days	286.0
TCGA-DD-A73F-01A	77 years, female, white, stage:i, alive, 1085 days	283.3
TCGA-2Y-A9GS-01A	58 years, male, white, dead, 724 days	282.6
TCGA-ED-A7PY-01A	20 years, female, asian, stage:ii, alive, 390 days	280.9
TCGA-4R-AA8I-01A	66 years, male, white, stage:ii, dead, 262 days	280.0
TCGA-YA-A8S7-01A	69 years, male, white, stage:iiia, dead, 412 days	278.0
TCGA-G3-A7M8-01A	31 years, male, asian, stage:i, alive, 430 days	277.5
TCGA-DD-A4NG-01A	77 years, male, white, stage:iiia, dead, 802 days	274.4
TCGA-ED-A627-01A	74 years, male, white, stage:i, alive, 423 days	273.2
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:i, alive, 12 days	272.7
TCGA-BC-A10X-01A	52 years, female, white, stage:iiia, dead, 770 days	271.2
TCGA-DD-A4NF-01A	72 years, male, white, stage:i, alive, 942 days	270.6
TCGA-G3-A7M7-01A	65 years, male, white, stage:i, alive, 361 days	269.1
TCGA-ED-A4XI-01A	58 years, male, asian, stage:ii, alive, 819 days	268.7
TCGA-DD-AAVY-01A	56 years, male, asian, stage:iiia, alive, 1970 days	267.7
TCGA-LG-A9QD-01A	68 years, male, white, stage:iiia, alive, 366 days	266.5
TCGA-2Y-A9H2-01A	64 years, female, white, stage:i, alive, 1731 days	262.6
TCGA-DD-A1EA-01A	68 years, male, asian, stage:ii, alive, 2415 days	262.6
TCGA-DD-AAE0-01A	45 years, female, asian, stage:iiia, alive, 555 days	262.1
TCGA-DD-AADB-01A	51 years, male, asian, stage:i, alive, 1242 days	261.9
TCGA-CC-A1HT-01A	50 years, male, asian, stage:iiia, dead, 101 days	259.7
TCGA-DD-AADD-01A	51 years, male, asian, stage:i, alive, 1231 days	258.6
TCGA-DD-AAD2-01A	66 years, male, asian, stage:i, alive, 658 days	258.5
TCGA-ED-A8O5-01A	59 years, female, asian, stage:iiia, alive, 406 days	257.7
TCGA-G3-A5SJ-01A	59 years, male, white, stage:i, alive, 698 days	256.7
TCGA-ED-A8O6-01A	50 years, female, asian, stage:iiia, dead, 56 days	253.6
TCGA-DD-AAEK-01A	51 years, male, asian, stage:ii, alive, 1067 days	252.7
TCGA-DD-AAW0-01A	54 years, male, asian, stage:i, alive, 2015 days	252.5
TCGA-UB-AA0V-01A	69 years, female, white, stage:i, alive, 314 days	251.3
TCGA-XR-A8TD-01A	49 years, female, white, stage:iiib, alive, 1030 days	250.7
TCGA-CC-A7II-01A	55 years, male, asian, stage:iiia, alive, 399 days	245.7
TCGA-DD-AAD6-01A	66 years, male, asian, stage:iiia, alive, 672 days	243.1
TCGA-T1-A6J8-01A	68 years, male, white, alive, 23 days	242.4
TCGA-2Y-A9GY-01A	64 years, female, white, stage:ii, dead, 757 days	242.0
TCGA-BC-A10T-01A	76 years, male, white, dead, 837 days	239.4
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:ii, dead, 848 days	238.2
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:iiia, alive, 20 days	238.1
TCGA-DD-A73D-01A	68 years, female, white, stage:ii, alive, 693 days	232.9
TCGA-DD-AADA-01A	66 years, female, asian, stage:i, alive, 1233 days	229.0
TCGA-DD-A11A-01A	67 years, male, black or african american, stage:i, alive, 79 days	228.1
TCGA-DD-A4NE-01A	75 years, female, white, stage:iiia, dead, 660 days	220.0
TCGA-BC-A3KG-01A	68 years, female, white, stage:ii, alive, 680 days	219.7
TCGA-UB-A7MC-01A	59 years, male, white, stage:iiia, alive, 500 days	218.6
TCGA-DD-A39W-01A	29 years, female, white, stage:iii, dead, 827 days	211.7
TCGA-BC-A10W-01A	50 years, male, asian, dead, 91 days	210.3
TCGA-UB-A7ME-01A	51 years, male, asian, stage:i, alive, 486 days	208.1
TCGA-GJ-A3OU-01A	59 years, male, white, stage:i, alive, 879 days	199.5
TCGA-UB-A7MB-01A	24 years, male, white, stage:ii, alive, 601 days	199.1
TCGA-XR-A8TE-01A	16 years, male, white, stage:iiia, alive, 925 days	197.6
TCGA-ZP-A9D2-01A	51 years, male, white, dead, 765 days	197.3
TCGA-DD-A39X-01A	78 years, female, white, stage:i, dead, 1694 days	196.6
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:i, alive, 519 days	195.5
TCGA-DD-A4NJ-01A	54 years, female, white, stage:ii, alive, 928 days	189.9
TCGA-ED-A7XP-01A	53 years, female, asian, stage:ii, alive, 400 days	189.4
TCGA-G3-A7M6-01A	60 years, female, white, stage:i, alive, 632 days	188.0
TCGA-DD-AAVW-01A	35 years, male, asian, stage:i, alive, 2317 days	186.3
TCGA-G3-A3CI-01A	71 years, male, white, stage:i, alive, 180 days	183.8
TCGA-MR-A520-01A	58 years, male, white, stage:i, alive, 229 days	179.3
TCGA-G3-AAV1-01A	51 years, male, asian, stage:iiic, dead, 359 days	178.2
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:i, alive, 1900 days	171.5
TCGA-BC-A217-01A	75 years, female, white, stage:ii, dead, 1397 days	171.5
TCGA-G3-A25S-01A	64 years, male, white, stage:i, dead, 416 days	167.7
TCGA-FV-A3R3-01A	38 years, female, white, stage:i, dead, 366 days	166.7
TCGA-DD-A1EF-01A	57 years, female, white, stage:i, dead, 394 days	166.3
TCGA-5C-A9VG-01A	58 years, male, white, stage:ii, alive, 328 days	159.9
TCGA-EP-A2KB-01A	46 years, female, white, stage:i, dead, 596 days	156.0
TCGA-DD-AA3A-01A	81 years, female, white, stage:i, dead, 410 days	154.7
TCGA-CC-A5UD-01A	45 years, male, asian, stage:iiia, dead, 304 days	146.0
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:ii, alive, 94 days	145.7
TCGA-CC-5261-01A	44 years, male, asian, stage:ii, dead, 97 days	141.7
TCGA-DD-A4NR-01A	85 years, female, white, stage:i, dead, 9 days	134.0
TCGA-CC-A8HV-01A	51 years, female, asian, stage:ii, dead, 279 days	130.2
TCGA-ZS-A9CF-01A	64 years, male, white, stage:ii, alive, 2412 days	127.4
TCGA-NI-A8LF-01A	74 years, male, white, stage:i, alive, 799 days	127.0
TCGA-G3-A25U-01A	63 years, female, asian, stage:i, alive, 1636 days	126.4
TCGA-ED-A66X-01A	35 years, male, asian, stage:iiia, alive, 406 days	124.6
TCGA-ED-A5KG-01A	60 years, female, asian, stage:ii, alive, 854 days	121.6
TCGA-DD-A4NH-01A	65 years, female, white, stage:iiib, alive, 917 days	119.1
TCGA-RC-A6M5-01A	20 years, female, white, stage:iva, alive, 15 days	118.5
TCGA-CC-A7IE-01A	57 years, male, asian, stage:iiia, dead, 217 days	115.5
TCGA-BC-A112-01A	80 years, male, white, dead, 153 days	113.9
TCGA-5R-AA1D-01A	17 years, female, white, stage:iiia, alive, 449 days	108.3
TCGA-ED-A97K-01A	54 years, male, asian, stage:iiia, alive, 6 days	96.7
TCGA-DD-A4NB-01A	25 years, male, white, stage:i, alive, 989 days	92.3
TCGA-DD-A3A4-01A	37 years, male, white, stage:iiia, dead, 612 days	92.0
TCGA-ED-A7PX-01A	48 years, female, asian, stage:ii, alive, 6 days	91.6
TCGA-FV-A496-01A	84 years, female, white, stage:i, alive, 10 days	91.1
TCGA-CC-5258-01A	48 years, male, asian, stage:ii, dead, 129 days	83.1
TCGA-DD-A4ND-01A	56 years, female, white, stage:i, alive, 2746 days	82.4
TCGA-UB-A7MA-01A	62 years, female, white, stage:ii, alive, 848 days	81.3
TCGA-G3-A7M9-01A	70 years, male, white, stage:iiib, dead, 56 days	79.8
TCGA-RC-A6M6-01A	75 years, male, white, stage:ii, alive, 9 days	78.1
TCGA-DD-AACL-01A	66 years, female, asian, stage:i, dead, 107 days	71.2
TCGA-MR-A8JO-01A	34 years, male, white, stage:i, alive, 330 days	67.0
TCGA-G3-A25T-01A	45 years, female, white, stage:iiia, alive, 1553 days	64.5
TCGA-K7-AAU7-01A	61 years, male, white, stage:ii, alive, 359 days	53.8
TCGA-BC-4073-01B	73 years, male, white, stage:iiia, alive, 849 days	52.5
TCGA-CC-A5UC-01A	63 years, male, asian, stage:iiia, dead, 347 days	50.8
TCGA-BC-4072-01B	74 years, female, white, stage:iiia, dead, 1490 days	50.2
TCGA-BC-A10Z-01A	62 years, female, white, stage:i, dead, 34 days	48.4
TCGA-DD-A1EC-01A	20 years, female, white, stage:i, alive, 602 days	48.2
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:ii, dead, 415 days	39.0
TCGA-CC-5260-01A	61 years, female, asian, stage:iiic, dead, 87 days	31.7
TCGA-WX-AA47-01A	33 years, female, white, stage:iiia, dead, 556 days	28.2
TCGA-CC-A3MA-01A	61 years, male, asian, stage:iiia, dead, 303 days	28.0
TCGA-ED-A82E-01A	60 years, female, asian, stage:iiia, alive, 408 days	18.1
TCGA-BC-A10Q-01A	72 years, female, white, dead, 1135 days	15.0
TCGA-CC-A3M9-01A	45 years, male, asian, stage:iiia, dead, 300 days	5.5
TCGA-DD-AACZ-01A	63 years, female, asian, stage:i, dead, 171 days	3.9
TCGA-DD-A4NA-01A	67 years, female, white, stage:iiic, alive, 1008 days	3.5
TCGA-LG-A6GG-01A	79 years, female, white, stage:ii, alive, 387 days	2.4
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:ii, alive, 382 days	1.2
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LIVER CANCER - Protein expressionⁱ

Pending cancer tissue analysis