Expression of FGL1 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

FGL1 is not prognostic in liver cancer

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 641.21

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

399.3

Number of samples

365

Samples

Sample	Description	FPKM
TCGA-G3-A25Z-01A	58 years, male, asian, stage:i, alive, 655 days	2937.8
TCGA-DD-AACT-01A	69 years, female, asian, stage:i, alive, 1562 days	2896.7
TCGA-DD-AAVX-01A	38 years, male, asian, stage:ii, alive, 1570 days	2766.8
TCGA-DD-AACI-01A	69 years, male, asian, stage:ii, alive, 1618 days	2327.0
TCGA-G3-A5SI-01A	44 years, male, asian, stage:ii, dead, 768 days	2006.9
TCGA-ZP-A9D1-01A	56 years, female, white, alive, 21 days	1981.2
TCGA-FV-A3R3-01A	38 years, female, white, stage:i, dead, 366 days	1923.3
TCGA-DD-A3A1-01A	65 years, male, stage:iiia, dead, 233 days	1892.8
TCGA-DD-A1ED-01A	68 years, male, white, stage:i, alive, 2301 days	1776.2
TCGA-EP-A3JL-01A	76 years, male, white, stage:i, alive, 303 days	1752.4
TCGA-G3-A5SM-01A	58 years, male, white, stage:ii, alive, 520 days	1706.1
TCGA-DD-AAVW-01A	35 years, male, asian, stage:i, alive, 2317 days	1647.9
TCGA-DD-A11A-01A	67 years, male, black or african american, stage:i, alive, 79 days	1589.2
TCGA-DD-AACD-01A	48 years, male, asian, stage:i, dead, 381 days	1523.7
TCGA-DD-A4NQ-01A	60 years, male, white, stage:ii, dead, 373 days	1471.0
TCGA-DD-A4NL-01A	46 years, male, white, stage:i, alive, 1711 days	1367.3
TCGA-BD-A3ER-01A	62 years, male, white, stage:ii, alive, 1115 days	1333.4
TCGA-G3-A3CK-01A	61 years, male, asian, stage:i, alive, 585 days	1325.8
TCGA-DD-A4NP-01A	32 years, male, white, stage:i, alive, 3308 days	1312.5
TCGA-DD-AAVV-01A	56 years, male, asian, stage:ii, alive, 2455 days	1280.9
TCGA-RC-A6M5-01A	20 years, female, white, stage:iva, alive, 15 days	1212.6
TCGA-2Y-A9GW-01A	64 years, male, white, stage:i, dead, 1271 days	1203.3
TCGA-BC-4073-01B	73 years, male, white, stage:iiia, alive, 849 days	1197.8
TCGA-LG-A9QD-01A	68 years, male, white, stage:iiia, alive, 366 days	1193.4
TCGA-ED-A4XI-01A	58 years, male, asian, stage:ii, alive, 819 days	1173.5
TCGA-G3-A7M7-01A	65 years, male, white, stage:i, alive, 361 days	1129.0
TCGA-ED-A459-01A	47 years, male, asian, stage:ii, alive, 910 days	1126.7
TCGA-DD-A3A3-01A	45 years, male, asian, stage:i, dead, 535 days	1091.3
TCGA-G3-A5SK-01A	58 years, male, white, stage:i, alive, 744 days	1060.2
TCGA-KR-A7K7-01A	61 years, female, white, stage:ii, alive, 951 days	1055.9
TCGA-BD-A3EP-01A	76 years, female, black or african american, stage:i, alive, 409 days	1035.7
TCGA-ED-A627-01A	74 years, male, white, stage:i, alive, 423 days	1033.6
TCGA-CC-5259-01A	60 years, female, asian, stage:iiic, alive, 250 days	1014.4
TCGA-DD-AADQ-01A	59 years, male, asian, stage:ii, alive, 436 days	1009.1
TCGA-DD-A4NB-01A	25 years, male, white, stage:i, alive, 989 days	1007.0
TCGA-DD-A3A4-01A	37 years, male, white, stage:iiia, dead, 612 days	987.2
TCGA-DD-A1EC-01A	20 years, female, white, stage:i, alive, 602 days	979.6
TCGA-DD-AADK-01A	68 years, female, asian, stage:ii, alive, 1049 days	962.4
TCGA-DD-AAD6-01A	66 years, male, asian, stage:iiia, alive, 672 days	945.6
TCGA-FV-A2QQ-01A	80 years, male, white, stage:i, alive, 729 days	936.2
TCGA-DD-AACF-01A	68 years, male, asian, stage:i, dead, 365 days	927.8
TCGA-RC-A7S9-01A	47 years, female, asian, stage:i, alive, 640 days	925.2
TCGA-DD-AAC8-01A	72 years, male, asian, stage:i, dead, 16 days	907.2
TCGA-DD-A39X-01A	78 years, female, white, stage:i, dead, 1694 days	894.2
TCGA-WQ-AB4B-01A	62 years, male, white, stage:ii, alive, 395 days	869.5
TCGA-5C-A9VH-01A	70 years, male, white, stage:i, alive, 322 days	866.7
TCGA-ZP-A9CY-01A	66 years, female, white, alive, 782 days	846.1
TCGA-DD-AAEK-01A	51 years, male, asian, stage:ii, alive, 1067 days	827.6
TCGA-DD-AADR-01A	58 years, male, asian, stage:i, alive, 2028 days	819.8
TCGA-2Y-A9GV-01A	54 years, female, white, stage:i, dead, 2532 days	802.1
TCGA-G3-A25V-01A	68 years, male, white, stage:i, alive, 860 days	797.3
TCGA-ZS-A9CD-01A	73 years, male, white, stage:ii, dead, 1386 days	793.2
TCGA-G3-A25U-01A	63 years, female, asian, stage:i, alive, 1636 days	781.3
TCGA-DD-AACK-01A	70 years, male, asian, stage:i, alive, 9 days	774.2
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:iiia, alive, 20 days	773.0
TCGA-2Y-A9GT-01A	51 years, male, white, stage:i, dead, 1624 days	745.1
TCGA-FV-A496-01A	84 years, female, white, stage:i, alive, 10 days	745.1
TCGA-K7-A6G5-01A	66 years, male, white, stage:i, alive, 512 days	718.0
TCGA-HP-A5MZ-01A	62 years, male, stage:i, dead, 91 days	717.1
TCGA-DD-AAD2-01A	66 years, male, asian, stage:i, alive, 658 days	710.5
TCGA-DD-A113-01A	55 years, female, white, stage:ii, alive, 2425 days	705.8
TCGA-LG-A6GG-01A	79 years, female, white, stage:ii, alive, 387 days	700.3
TCGA-ZP-A9CV-01A	59 years, male, white, dead, 1088 days	699.9
TCGA-DD-AACY-01A	61 years, male, asian, stage:i, alive, 1450 days	692.4
TCGA-CC-A9FW-01A	68 years, male, asian, stage:iiia, alive, 248 days	692.3
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:i, dead, 438 days	688.2
TCGA-DD-AAEG-01A	59 years, female, asian, stage:i, alive, 719 days	685.0
TCGA-DD-AADP-01A	45 years, male, asian, stage:i, alive, 458 days	682.5
TCGA-DD-AAC9-01A	51 years, male, asian, stage:i, alive, 347 days	665.2
TCGA-GJ-A3OU-01A	59 years, male, white, stage:i, alive, 879 days	664.5
TCGA-BC-A10R-01A	66 years, female, white, dead, 308 days	661.3
TCGA-G3-AAV3-01A	58 years, female, white, stage:ii, alive, 412 days	652.2
TCGA-5R-AAAM-01A	65 years, female, white, stage:ii, dead, 46 days	648.9
TCGA-5R-AA1D-01A	17 years, female, white, stage:iiia, alive, 449 days	642.8
TCGA-DD-AAE3-01A	50 years, male, asian, stage:i, alive, 566 days	641.3
TCGA-DD-A119-01A	40 years, male, asian, stage:iv, dead, 223 days	641.1
TCGA-2Y-A9H3-01A	45 years, male, white, stage:ii, alive, 1516 days	630.9
TCGA-G3-AAV1-01A	51 years, male, asian, stage:iiic, dead, 359 days	624.1
TCGA-BC-A10X-01A	52 years, female, white, stage:iiia, dead, 770 days	622.1
TCGA-DD-A1EG-01A	77 years, male, white, stage:i, dead, 1372 days	619.7
TCGA-XR-A8TE-01A	16 years, male, white, stage:iiia, alive, 925 days	619.2
TCGA-DD-AAVR-01A	44 years, male, asian, stage:i, alive, 2513 days	615.8
TCGA-2Y-A9GU-01A	55 years, female, white, stage:i, alive, 1939 days	615.0
TCGA-HP-A5N0-01A	88 years, female, dead, 1147 days	600.5
TCGA-FV-A23B-01A	70 years, female, white, stage:ii, dead, 1852 days	600.1
TCGA-BC-A110-01A	51 years, female, black or african american, dead, 2116 days	591.4
TCGA-2Y-A9H6-01A	68 years, female, white, stage:i, alive, 357 days	590.7
TCGA-XR-A8TF-01A	74 years, male, white, stage:i, dead, 693 days	581.6
TCGA-DD-AACO-01A	40 years, male, asian, stage:i, alive, 1876 days	541.2
TCGA-O8-A75V-01A	54 years, male, stage:i, alive, 538 days	536.3
TCGA-KR-A7K0-01A	65 years, male, white, stage:i, dead, 65 days	527.8
TCGA-2Y-A9GS-01A	58 years, male, white, dead, 724 days	527.7
TCGA-CC-5264-01A	71 years, male, asian, stage:iiia, dead, 102 days	520.5
TCGA-2Y-A9H1-01A	58 years, male, white, stage:i, dead, 1229 days	515.3
TCGA-EP-A3RK-01A	73 years, male, white, stage:iiia, alive, 363 days	508.9
TCGA-K7-A5RF-01A	64 years, male, white, stage:i, alive, 631 days	501.7
TCGA-DD-AADJ-01A	70 years, female, asian, stage:i, alive, 1066 days	501.1
TCGA-G3-A3CI-01A	71 years, male, white, stage:i, alive, 180 days	499.3
TCGA-MI-A75C-01A	64 years, male, white, stage:i, alive, 291 days	496.5
TCGA-BC-A10W-01A	50 years, male, asian, dead, 91 days	493.6
TCGA-BC-A10S-01A	81 years, male, white, dead, 1423 days	489.0
TCGA-4R-AA8I-01A	66 years, male, white, stage:ii, dead, 262 days	489.0
TCGA-DD-A4NA-01A	67 years, female, white, stage:iiic, alive, 1008 days	481.3
TCGA-CC-A5UC-01A	63 years, male, asian, stage:iiia, dead, 347 days	478.2
TCGA-DD-A4NJ-01A	54 years, female, white, stage:ii, alive, 928 days	477.7
TCGA-CC-A5UE-01A	48 years, male, asian, stage:iiib, dead, 272 days	474.3
TCGA-DD-AADO-01A	55 years, male, asian, stage:i, alive, 453 days	463.2
TCGA-DD-A1EK-01A	64 years, female, white, stage:ivb, dead, 558 days	457.9
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:i, dead, 19 days	440.8
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:ii, alive, 6 days	438.1
TCGA-DD-AACH-01A	69 years, male, asian, stage:ii, dead, 195 days	432.4
TCGA-T1-A6J8-01A	68 years, male, white, alive, 23 days	431.8
TCGA-DD-A4NG-01A	77 years, male, white, stage:iiia, dead, 802 days	431.2
TCGA-UB-A7MF-01A	57 years, male, white, stage:iiia, dead, 214 days	430.5
TCGA-G3-A3CH-01A	53 years, male, asian, stage:iiia, alive, 780 days	425.7
TCGA-MR-A520-01A	58 years, male, white, stage:i, alive, 229 days	421.9
TCGA-DD-AAE7-01A	72 years, male, asian, stage:i, alive, 644 days	418.7
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:i, alive, 1900 days	417.6
TCGA-G3-AAV6-01A	53 years, female, white, stage:iiia, dead, 65 days	416.4
TCGA-ED-A97K-01A	54 years, male, asian, stage:iiia, alive, 6 days	407.0
TCGA-ED-A7XP-01A	53 years, female, asian, stage:ii, alive, 400 days	404.5
TCGA-PD-A5DF-01A	58 years, female, white, stage:iiib, dead, 639 days	391.5
TCGA-MI-A75E-01A	61 years, male, white, stage:iiic, alive, 507 days	390.4
TCGA-CC-5262-01A	67 years, male, asian, stage:iiic, dead, 103 days	387.3
TCGA-DD-A39V-01A	77 years, male, white, stage:ii, dead, 643 days	386.6
TCGA-K7-AAU7-01A	61 years, male, white, stage:ii, alive, 359 days	382.2
TCGA-CC-A3MB-01A	36 years, male, asian, stage:iiia, dead, 315 days	380.7
TCGA-FV-A3I1-01A	female, white, stage:ii, dead, 247 days	376.7
TCGA-DD-AADF-01A	64 years, female, asian, stage:i, dead, 115 days	376.7
TCGA-DD-A118-01A	77 years, female, white, stage:ii, alive, 3437 days	375.3
TCGA-CC-A9FS-01A	55 years, male, asian, stage:ii, alive, 211 days	373.8
TCGA-DD-AACW-01A	43 years, male, asian, stage:i, alive, 1424 days	371.6
TCGA-EP-A2KB-01A	46 years, female, white, stage:i, dead, 596 days	364.5
TCGA-2Y-A9H0-01A	49 years, male, white, stage:iiia, alive, 3675 days	364.4
TCGA-ED-A66X-01A	35 years, male, asian, stage:iiia, alive, 406 days	360.1
TCGA-DD-A4NO-01A	66 years, male, white, stage:i, alive, 2245 days	349.0
TCGA-RC-A6M6-01A	75 years, male, white, stage:ii, alive, 9 days	339.7
TCGA-DD-A39Z-01A	43 years, female, stage:ii, dead, 601 days	335.0
TCGA-DD-AACP-01A	65 years, male, asian, stage:i, alive, 415 days	330.8
TCGA-KR-A7K8-01A	57 years, male, stage:i, alive, 906 days	330.6
TCGA-ED-A8O6-01A	50 years, female, asian, stage:iiia, dead, 56 days	328.5
TCGA-ZP-A9D0-01A	67 years, female, black or african american, alive, 1091 days	328.4
TCGA-DD-AADU-01A	60 years, male, asian, stage:ii, alive, 554 days	327.9
TCGA-DD-A39Y-01A	67 years, male, asian, stage:i, dead, 171 days	326.0
TCGA-CC-A3MC-01A	54 years, male, asian, stage:iiia, alive, 363 days	325.7
TCGA-G3-A5SJ-01A	59 years, male, white, stage:i, alive, 698 days	320.1
TCGA-DD-AADM-01A	58 years, male, asian, stage:ii, dead, 12 days	318.8
TCGA-G3-A7M8-01A	31 years, male, asian, stage:i, alive, 430 days	316.4
TCGA-UB-AA0U-01A	60 years, male, white, stage:ii, alive, 327 days	315.3
TCGA-UB-A7MA-01A	62 years, female, white, stage:ii, alive, 848 days	314.4
TCGA-GJ-A6C0-01A	75 years, female, white, stage:ii, dead, 31 days	311.0
TCGA-DD-AAW0-01A	54 years, male, asian, stage:i, alive, 2015 days	306.3
TCGA-BC-4072-01B	74 years, female, white, stage:iiia, dead, 1490 days	301.7
TCGA-UB-AA0V-01A	69 years, female, white, stage:i, alive, 314 days	301.4
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:ii, dead, 848 days	300.1
TCGA-2Y-A9HB-01A	66 years, male, stage:i, alive, 260 days	298.3
TCGA-ED-A8O5-01A	59 years, female, asian, stage:iiia, alive, 406 days	297.4
TCGA-CC-A7IF-01A	59 years, male, asian, stage:iiia, dead, 649 days	287.3
TCGA-DD-AAE4-01A	49 years, female, asian, stage:i, alive, 608 days	285.8
TCGA-RC-A7SF-01A	66 years, male, asian, stage:i, alive, 579 days	284.9
TCGA-CC-A123-01A	24 years, female, asian, stage:iiia, alive, 219 days	283.2
TCGA-MR-A8JO-01A	34 years, male, white, stage:i, alive, 330 days	282.7
TCGA-BC-A10Z-01A	62 years, female, white, stage:i, dead, 34 days	280.2
TCGA-UB-A7ME-01A	51 years, male, asian, stage:i, alive, 486 days	279.9
TCGA-BD-A2L6-01A	69 years, male, white, alive, 1363 days	278.1
TCGA-DD-A73A-01A	71 years, male, white, stage:i, alive, 728 days	276.8
TCGA-CC-A7IE-01A	57 years, male, asian, stage:iiia, dead, 217 days	276.6
TCGA-ES-A2HS-01A	80 years, male, white, stage:i, dead, 688 days	272.6
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:ii, alive, 1098 days	270.2
TCGA-2Y-A9H5-01A	59 years, female, white, stage:i, dead, 555 days	264.6
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:i, alive, 12 days	260.9
TCGA-DD-AAVU-01A	46 years, male, asian, stage:ii, alive, 2202 days	260.2
TCGA-BC-A10U-01A	69 years, male, white, dead, 837 days	259.7
TCGA-DD-A1EA-01A	68 years, male, asian, stage:ii, alive, 2415 days	259.5
TCGA-DD-A1EI-01A	46 years, male, asian, stage:i, alive, 183 days	258.1
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:i, dead, 52 days	251.2
TCGA-DD-AAE2-01A	51 years, male, asian, stage:i, alive, 638 days	250.4
TCGA-2Y-A9H9-01A	70 years, male, white, stage:i, alive, 697 days	250.1
TCGA-FV-A495-01A	51 years, female, white, stage:ii, alive, 1 days	248.9
TCGA-DD-A4NR-01A	85 years, female, white, stage:i, dead, 9 days	245.6
TCGA-2Y-A9H7-01A	81 years, female, white, stage:i, alive, 1168 days	241.0
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:ii, alive, 594 days	236.1
TCGA-EP-A2KA-01A	52 years, female, white, stage:iiia, dead, 627 days	234.1
TCGA-DD-A39W-01A	29 years, female, white, stage:iii, dead, 827 days	232.9
TCGA-ZP-A9CZ-01A	72 years, male, asian, alive, 706 days	231.6
TCGA-DD-AACL-01A	66 years, female, asian, stage:i, dead, 107 days	230.9
TCGA-DD-A73F-01A	77 years, female, white, stage:i, alive, 1085 days	230.5
TCGA-DD-AADV-01A	50 years, male, asian, stage:i, alive, 574 days	228.2
TCGA-G3-A25Y-01A	52 years, female, asian, stage:i, dead, 452 days	225.2
TCGA-XR-A8TG-01A	59 years, male, white, stage:i, alive, 898 days	225.1
TCGA-UB-A7MB-01A	24 years, male, white, stage:ii, alive, 601 days	218.9
TCGA-BC-A69H-01A	64 years, male, white, stage:ii, alive, 444 days	215.1
TCGA-G3-A7M9-01A	70 years, male, white, stage:iiib, dead, 56 days	210.4
TCGA-DD-AACB-01A	74 years, female, asian, stage:i, alive, 2324 days	209.8
TCGA-DD-A4ND-01A	56 years, female, white, stage:i, alive, 2746 days	203.5
TCGA-2Y-A9GX-01A	68 years, male, white, stage:i, alive, 2442 days	203.2
TCGA-DD-A1EE-01A	73 years, male, white, stage:iiia, dead, 349 days	202.5
TCGA-ZS-A9CF-01A	64 years, male, white, stage:ii, alive, 2412 days	200.7
TCGA-FV-A3R2-01A	75 years, male, white, stage:i, dead, 194 days	199.7
TCGA-DD-A73G-01A	73 years, female, white, stage:i, alive, 3478 days	196.8
TCGA-G3-AAV7-01A	38 years, male, asian, stage:ii, alive, 361 days	191.9
TCGA-FV-A4ZP-01A	78 years, male, white, stage:iiia, dead, 2486 days	190.0
TCGA-WX-AA47-01A	33 years, female, white, stage:iiia, dead, 556 days	189.9
TCGA-5C-A9VG-01A	58 years, male, white, stage:ii, alive, 328 days	188.4
TCGA-DD-A73B-01A	72 years, female, white, stage:i, dead, 283 days	188.0
TCGA-DD-A11C-01A	69 years, male, white, stage:i, alive, 662 days	187.8
TCGA-BC-A217-01A	75 years, female, white, stage:ii, dead, 1397 days	187.5
TCGA-G3-AAUZ-01A	48 years, male, stage:i, alive, 480 days	185.3
TCGA-DD-A115-01A	53 years, male, white, stage:iiia, dead, 2542 days	183.3
TCGA-BC-A10Y-01A	76 years, male, white, dead, 711 days	181.1
TCGA-DD-A3A5-01A	66 years, female, white, stage:iii, dead, 3125 days	180.6
TCGA-2Y-A9HA-01A	70 years, male, white, stage:ii, dead, 36 days	178.6
TCGA-DD-A3A7-01A	67 years, male, stage:iiib, dead, 419 days	178.3
TCGA-DD-AADW-01A	48 years, male, asian, stage:i, alive, 587 days	178.0
TCGA-DD-AAD1-01A	51 years, female, asian, stage:i, alive, 564 days	177.6
TCGA-DD-A116-01A	68 years, male, asian, stage:iiia, dead, 1622 days	175.8
TCGA-GJ-A9DB-01A	68 years, male, white, stage:i, dead, 67 days	174.0
TCGA-DD-A1EH-01A	23 years, male, white, stage:iii, alive, 1495 days	173.6
TCGA-LG-A9QC-01A	48 years, male, white, stage:i, alive, 425 days	173.0
TCGA-WX-AA46-01A	62 years, male, white, stage:ii, alive, 756 days	171.5
TCGA-DD-AADN-01A	59 years, male, asian, stage:i, alive, 898 days	170.4
TCGA-XR-A8TC-01A	43 years, female, white, stage:i, alive, 1339 days	168.2
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:iiib, alive, 396 days	167.7
TCGA-DD-AAEI-01A	72 years, male, asian, stage:i, alive, 1531 days	166.4
TCGA-DD-AADA-01A	66 years, female, asian, stage:i, alive, 1233 days	162.2
TCGA-MI-A75G-01A	63 years, male, white, stage:ii, alive, 698 days	161.0
TCGA-DD-AAE6-01A	59 years, female, asian, stage:i, alive, 141 days	160.3
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:ii, dead, 415 days	160.1
TCGA-KR-A7K2-01A	64 years, male, white, stage:i, alive, 829 days	155.0
TCGA-CC-5258-01A	48 years, male, asian, stage:ii, dead, 129 days	154.4
TCGA-YA-A8S7-01A	69 years, male, white, stage:iiia, dead, 412 days	154.1
TCGA-BC-A3KF-01A	66 years, female, white, stage:i, alive, 8 days	153.8
TCGA-DD-AADY-01A	55 years, female, asian, stage:i, alive, 555 days	152.9
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:i, alive, 1452 days	151.0
TCGA-G3-A7M5-01A	76 years, male, asian, stage:i, alive, 447 days	148.1
TCGA-DD-AADB-01A	51 years, male, asian, stage:i, alive, 1242 days	144.6
TCGA-ED-A7XO-01A	29 years, male, asian, stage:iiia, alive, 427 days	143.1
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:i, alive, 2728 days	143.0
TCGA-DD-A1EF-01A	57 years, female, white, stage:i, dead, 394 days	139.7
TCGA-G3-A6UC-01A	65 years, male, white, stage:iiib, alive, 671 days	138.7
TCGA-DD-A4NH-01A	65 years, female, white, stage:iiib, alive, 917 days	137.1
TCGA-CC-A7II-01A	55 years, male, asian, stage:iiia, alive, 399 days	136.8
TCGA-ED-A66Y-01A	51 years, female, asian, stage:iiia, dead, 296 days	134.9
TCGA-DD-AADI-01A	43 years, female, asian, stage:i, alive, 1085 days	133.6
TCGA-DD-AAE9-01A	69 years, male, asian, stage:i, alive, 722 days	133.3
TCGA-DD-AADD-01A	51 years, male, asian, stage:i, alive, 1231 days	133.0
TCGA-DD-A11B-01A	73 years, male, white, stage:i, dead, 14 days	132.3
TCGA-DD-AACZ-01A	63 years, female, asian, stage:i, dead, 171 days	129.3
TCGA-CC-A8HU-01A	39 years, female, asian, stage:iiia, dead, 344 days	128.6
TCGA-DD-AAED-01A	51 years, male, asian, stage:i, alive, 763 days	127.1
TCGA-DD-A4NS-01A	62 years, female, white, stage:i, dead, 2456 days	125.5
TCGA-DD-A11D-01A	57 years, female, white, stage:i, dead, 1560 days	125.4
TCGA-DD-A4NK-01A	80 years, female, white, stage:iiia, dead, 1210 days	125.0
TCGA-BC-A216-01A	62 years, female, white, stage:iiia, alive, 1351 days	124.4
TCGA-DD-AADC-01A	53 years, male, asian, stage:i, dead, 425 days	123.5
TCGA-BC-A8YO-01A	66 years, female, white, stage:iiic, alive, 562 days	121.7
TCGA-2Y-A9H2-01A	64 years, female, white, stage:i, alive, 1731 days	118.7
TCGA-FV-A2QR-01A	male, white, stage:i, dead, 581 days	118.5
TCGA-CC-A8HT-01A	74 years, male, asian, stage:iiia, dead, 140 days	117.6
TCGA-WQ-A9G7-01A	female, white, alive, 30 days	117.1
TCGA-DD-A3A9-01A	64 years, female, white, stage:ivb, dead, 931 days	116.3
TCGA-DD-AACG-01A	52 years, male, asian, stage:ii, dead, 469 days	115.5
TCGA-DD-AAE1-01A	52 years, male, asian, stage:i, alive, 552 days	111.6
TCGA-G3-A25S-01A	64 years, male, white, stage:i, dead, 416 days	111.1
TCGA-G3-AAV4-01A	83 years, female, white, stage:i, dead, 27 days	110.1
TCGA-RC-A7SK-01A	59 years, male, asian, stage:i, alive, 472 days	109.6
TCGA-XR-A8TD-01A	49 years, female, white, stage:iiib, alive, 1030 days	109.5
TCGA-DD-AADL-01A	58 years, male, asian, stage:i, alive, 636 days	109.3
TCGA-DD-A4NF-01A	72 years, male, white, stage:i, alive, 942 days	108.8
TCGA-G3-A25T-01A	45 years, female, white, stage:iiia, alive, 1553 days	108.7
TCGA-G3-A7M6-01A	60 years, female, white, stage:i, alive, 632 days	107.0
TCGA-DD-AAD8-01A	73 years, female, asian, stage:i, alive, 1219 days	103.5
TCGA-BC-A10T-01A	76 years, male, white, dead, 837 days	102.0
TCGA-DD-AACN-01A	32 years, male, asian, stage:i, alive, 1302 days	100.6
TCGA-DD-AAEE-01A	55 years, male, asian, stage:i, alive, 810 days	99.3
TCGA-DD-AACU-01A	59 years, male, asian, stage:i, alive, 1567 days	99.1
TCGA-ED-A7PY-01A	20 years, female, asian, stage:ii, alive, 390 days	96.8
TCGA-G3-A25X-01A	73 years, male, asian, stage:ii, alive, 1779 days	94.9
TCGA-G3-A5SL-01A	70 years, male, white, stage:ii, alive, 621 days	92.6
TCGA-RC-A7SB-01A	53 years, male, asian, stage:ii, alive, 588 days	92.1
TCGA-2Y-A9GY-01A	64 years, female, white, stage:ii, dead, 757 days	89.3
TCGA-DD-AADS-01A	63 years, male, asian, stage:i, alive, 474 days	87.5
TCGA-DD-AACJ-01A	75 years, male, asian, stage:ii, alive, 2102 days	85.3
TCGA-5R-AA1C-01A	57 years, male, white, stage:ii, alive, 520 days	84.4
TCGA-DD-AAEH-01A	73 years, male, asian, stage:i, alive, 784 days	82.7
TCGA-WX-AA44-01A	64 years, female, white, stage:i, alive, 615 days	82.6
TCGA-DD-AAEA-01A	65 years, male, asian, stage:i, alive, 575 days	82.0
TCGA-DD-AAD3-01A	43 years, male, asian, stage:i, alive, 1295 days	80.3
TCGA-DD-A4NE-01A	75 years, female, white, stage:iiia, dead, 660 days	79.6
TCGA-CC-A7IL-01A	61 years, male, asian, stage:iiia, dead, 278 days	78.1
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:i, alive, 519 days	77.5
TCGA-NI-A8LF-01A	74 years, male, white, stage:i, alive, 799 days	75.7
TCGA-MI-A75I-01A	61 years, male, black or african american, alive, 630 days	75.5
TCGA-DD-AAW3-01A	69 years, male, asian, stage:i, alive, 1633 days	74.9
TCGA-DD-A3A2-01A	76 years, female, white, stage:i, dead, 2131 days	74.6
TCGA-DD-AACE-01A	62 years, male, asian, stage:i, alive, 2184 days	73.1
TCGA-CC-5263-01A	35 years, male, asian, stage:iiia, dead, 129 days	70.2
TCGA-DD-A4NN-01A	56 years, female, white, stage:i, dead, 899 days	67.5
TCGA-DD-A114-01A	42 years, male, black or african american, stage:ii, dead, 1149 days	67.4
TCGA-DD-A4NI-01A	67 years, male, white, stage:ii, alive, 816 days	66.8
TCGA-DD-A4NV-01A	61 years, male, white, stage:iiia, alive, 2398 days	65.1
TCGA-DD-AACV-01A	53 years, male, asian, stage:i, alive, 1531 days	65.1
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:ii, alive, 94 days	63.8
TCGA-DD-AAVS-01A	56 years, male, asian, stage:i, alive, 1823 days	61.6
TCGA-NI-A4U2-01A	71 years, male, white, stage:iiia, dead, 1791 days	61.4
TCGA-DD-AAVP-01A	48 years, male, asian, stage:i, alive, 2752 days	60.7
TCGA-DD-AAW2-01A	69 years, male, asian, stage:i, alive, 1855 days	59.2
TCGA-DD-AACA-01A	65 years, male, asian, stage:i, alive, 2301 days	58.2
TCGA-DD-A3A8-01A	75 years, male, white, stage:ii, dead, 11 days	57.8
TCGA-RC-A7SH-01A	42 years, male, asian, stage:ii, alive, 468 days	57.5
TCGA-ZS-A9CE-01A	79 years, female, white, stage:ii, alive, 1241 days	56.6
TCGA-2Y-A9H8-01A	85 years, female, white, dead, 633 days	56.2
TCGA-BC-A69I-01A	69 years, male, white, stage:i, alive, 387 days	53.4
TCGA-G3-AAV5-01A	67 years, male, white, stage:ii, alive, 354 days	53.4
TCGA-BC-A5W4-01A	69 years, male, white, stage:iiia, dead, 547 days	53.3
TCGA-DD-A73D-01A	68 years, female, white, stage:ii, alive, 693 days	51.9
TCGA-CC-A8HV-01A	51 years, female, asian, stage:ii, dead, 279 days	51.7
TCGA-WJ-A86L-01A	68 years, female, white, stage:i, alive, 345 days	48.5
TCGA-DD-AACQ-01A	50 years, male, asian, stage:ii, dead, 432 days	47.0
TCGA-ZP-A9D4-01A	64 years, female, white, alive, 395 days	46.7
TCGA-RC-A6M4-01A	74 years, female, white, stage:iiia, alive, 22 days	44.0
TCGA-DD-A73C-01A	65 years, female, white, stage:iiia, alive, 701 days	42.6
TCGA-ED-A5KG-01A	60 years, female, asian, stage:ii, alive, 854 days	42.1
TCGA-DD-AAVY-01A	56 years, male, asian, stage:iiia, alive, 1970 days	40.7
TCGA-BC-A10Q-01A	72 years, female, white, dead, 1135 days	37.3
TCGA-DD-AADG-01A	70 years, male, asian, stage:iiia, alive, 1145 days	35.1
TCGA-ZS-A9CG-01A	55 years, male, white, stage:ii, alive, 341 days	35.0
TCGA-CC-A7IK-01A	59 years, male, asian, stage:iiia, dead, 262 days	34.4
TCGA-MI-A75H-01A	77 years, male, white, alive, 747 days	32.5
TCGA-CC-5261-01A	44 years, male, asian, stage:ii, dead, 97 days	31.9
TCGA-G3-AAV0-01A	58 years, male, asian, stage:i, alive, 476 days	31.6
TCGA-DD-AAEB-01A	60 years, male, asian, stage:i, alive, 478 days	31.6
TCGA-CC-A7IG-01A	47 years, male, asian, stage:ii, dead, 299 days	30.1
TCGA-DD-A1EB-01A	72 years, female, stage:i, alive, 2017 days	28.5
TCGA-BC-A112-01A	80 years, male, white, dead, 153 days	28.2
TCGA-ZP-A9D2-01A	51 years, male, white, dead, 765 days	27.5
TCGA-ED-A7PX-01A	48 years, female, asian, stage:ii, alive, 6 days	25.8
TCGA-ED-A82E-01A	60 years, female, asian, stage:iiia, alive, 408 days	25.4
TCGA-DD-AAW1-01A	55 years, male, asian, stage:iiia, alive, 1989 days	24.0
TCGA-DD-AAE0-01A	45 years, female, asian, stage:iiia, alive, 555 days	23.9
TCGA-CC-A3MA-01A	61 years, male, asian, stage:iiia, dead, 303 days	23.0
TCGA-DD-AACS-01A	39 years, male, asian, stage:i, alive, 1804 days	22.4
TCGA-DD-A73E-01A	66 years, male, white, stage:i, alive, 44 days	16.7
TCGA-DD-AA3A-01A	81 years, female, white, stage:i, dead, 410 days	16.0
TCGA-CC-A7IH-01A	58 years, male, asian, stage:iiia, alive, 365 days	15.1
TCGA-DD-AACX-01A	66 years, male, asian, stage:ii, alive, 170 days	14.1
TCGA-DD-AACC-01A	61 years, male, asian, stage:i, dead, 1685 days	13.3
TCGA-5C-AAPD-01A	61 years, male, asian, stage:ii, alive, 20 days	12.7
TCGA-CC-A8HS-01A	18 years, male, asian, stage:iiic, dead, 300 days	11.3
TCGA-EP-A26S-01A	70 years, male, white, stage:i, alive, 608 days	10.4
TCGA-CC-A1HT-01A	50 years, male, asian, stage:iiia, dead, 101 days	8.6
TCGA-UB-A7MC-01A	59 years, male, white, stage:iiia, alive, 500 days	7.2
TCGA-G3-AAV2-01A	50 years, male, white, stage:i, alive, 372 days	6.9
TCGA-FV-A3I0-01A	76 years, female, white, stage:ii, alive, 848 days	6.2
TCGA-CC-A5UD-01A	45 years, male, asian, stage:iiia, dead, 304 days	5.8
TCGA-EP-A12J-01A	63 years, male, black or african american, stage:i, alive, 570 days	4.9
TCGA-DD-A1EJ-01A	71 years, female, white, stage:iiic, dead, 1005 days	4.5
TCGA-DD-AAD5-01A	54 years, male, asian, stage:i, alive, 1345 days	4.2
TCGA-BC-A3KG-01A	68 years, female, white, stage:ii, alive, 680 days	3.9
TCGA-CC-5260-01A	61 years, female, asian, stage:iiic, dead, 87 days	2.1
TCGA-DD-AAD0-01A	73 years, female, asian, stage:i, alive, 137 days	1.0
TCGA-DD-A3A6-01A	72 years, female, white, stage:ii, dead, 3258 days	0.9
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:ii, alive, 382 days	0.7
TCGA-G3-A3CG-01A	80 years, male, white, stage:i, alive, 673 days	0.4
TCGA-CC-A3M9-01A	45 years, male, asian, stage:iiia, dead, 300 days	0.3
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LIVER CANCER - Protein expressionⁱ

Pending cancer tissue analysis