Expression of GC in liver cancer - The Human Protein Atlas

LIVER HEPATOCELLULAR CARCINOMA (TCGA) - 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

GC is not prognostic in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 931.65

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 TPM

1502.8

Number of samples

362

Samples

Sample	Description	TPM
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	5484.9
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	5452.3
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	5438.0
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	5148.5
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	4548.0
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	4526.9
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	4392.7
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	4347.4
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	4301.5
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	4259.5
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	3942.1
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	3923.1
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	3744.4
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	3699.9
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	3690.9
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	3640.7
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	3575.4
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	3538.6
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	3485.5
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	3480.0
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	3469.0
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	3395.3
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	3392.3
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	3301.8
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	3291.0
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	3232.2
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	3211.8
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	3123.0
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	3114.2
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	3104.3
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	3082.4
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	3053.6
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	3015.3
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	2960.8
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	2956.4
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	2932.5
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	2929.3
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	2926.5
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	2901.6
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	2837.9
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	2824.3
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	2822.9
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	2819.9
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	2802.2
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	2785.8
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	2777.9
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	2775.2
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	2773.1
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	2731.9
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	2725.6
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	2723.6
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	2713.9
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	2697.7
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	2674.1
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	2669.7
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	2653.0
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	2600.6
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	2581.6
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	2581.4
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	2522.0
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	2509.8
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	2487.0
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	2481.7
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	2461.5
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	2454.6
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	2453.5
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	2431.8
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	2415.3
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	2389.6
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	2389.4
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	2377.7
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	2375.1
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	2366.4
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	2338.4
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	2328.6
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	2321.3
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	2297.2
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	2279.8
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	2250.2
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	2212.9
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	2191.6
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	2182.3
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	2179.5
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	2155.3
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	2154.0
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	2140.6
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	2129.0
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	2110.2
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	2059.1
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	2049.1
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	2044.7
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	2038.5
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	2025.5
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	2024.8
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	1994.1
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	1987.3
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	1981.9
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	1978.7
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	1940.4
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	1935.1
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	1930.6
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	1928.7
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	1927.7
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	1924.7
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	1921.1
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	1917.5
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	1913.1
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	1902.3
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	1900.2
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	1881.1
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	1876.2
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	1871.1
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	1863.5
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	1859.8
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	1848.4
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	1836.9
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	1809.2
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	1802.9
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	1789.2
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	1786.7
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	1779.4
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	1771.9
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	1754.0
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	1742.2
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	1732.7
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	1712.5
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	1704.7
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	1701.4
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	1685.2
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	1673.4
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	1671.1
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	1669.5
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	1663.9
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	1640.0
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	1627.9
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	1624.6
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	1624.0
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	1616.0
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	1611.3
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	1609.2
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	1598.2
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	1587.9
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	1564.4
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	1561.3
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	1544.4
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	1541.6
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	1539.0
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	1538.2
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	1538.1
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	1537.8
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	1535.3
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	1529.5
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	1521.0
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	1510.9
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	1509.9
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	1478.7
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	1471.6
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	1468.3
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	1463.2
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	1459.9
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	1435.2
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	1433.8
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	1429.4
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	1426.3
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	1416.1
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	1415.0
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	1376.5
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	1376.3
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	1368.4
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	1365.8
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	1356.7
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	1346.1
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	1327.6
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	1322.7
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	1320.8
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	1318.5
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	1318.0
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	1315.1
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	1298.5
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	1294.8
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	1292.0
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	1289.0
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	1277.0
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	1268.5
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	1254.1
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	1248.5
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	1240.6
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	1228.5
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	1226.5
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	1220.9
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	1218.0
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	1212.1
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	1209.7
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	1201.9
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	1186.8
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	1185.6
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	1179.2
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	1178.3
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	1169.2
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	1165.1
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	1163.8
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	1163.0
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	1146.0
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	1145.9
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	1117.1
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	1104.9
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	1093.4
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	1073.7
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	1072.5
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	1053.2
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	1048.0
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	1045.4
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	1043.1
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	1037.8
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	1034.9
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	1029.0
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	1019.6
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	1015.7
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	999.5
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	997.4
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	986.1
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	974.5
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	969.8
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	961.7
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	961.2
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	944.4
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	941.3
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	940.6
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	933.8
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	929.5
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	903.2
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	899.9
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	899.6
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	893.0
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	890.3
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	883.5
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	866.5
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	864.7
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	864.5
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	857.9
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	856.4
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	848.0
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	847.4
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	844.4
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	841.9
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	832.1
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	830.4
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	823.3
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	815.8
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	812.5
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	806.7
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	791.2
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	786.9
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	786.3
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	783.4
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	779.7
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	778.0
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	777.8
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	774.7
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	771.1
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	769.3
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	767.6
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	764.2
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	762.1
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	756.2
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	751.4
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	746.9
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	738.0
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	735.3
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	734.0
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	728.5
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	723.3
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	720.4
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	716.1
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	709.9
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	704.4
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	695.8
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	690.5
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	682.2
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	681.3
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	679.9
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	676.0
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	672.7
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	670.9
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	667.6
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	659.2
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	658.7
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	657.0
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	654.0
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	651.2
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	640.9
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	632.7
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	616.4
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	611.9
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	602.0
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	601.5
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	570.3
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	554.6
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	545.8
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	534.6
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	530.6
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	530.2
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	522.7
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	513.7
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	502.1
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	485.4
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	483.2
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	473.5
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	468.0
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	466.2
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	458.0
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	436.0
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	424.0
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	422.6
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	407.2
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	398.2
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	388.6
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	383.3
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	382.3
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	377.2
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	375.0
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	370.6
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	367.0
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	363.6
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	356.6
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	356.6
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	352.0
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	349.3
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	345.4
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	341.3
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	339.8
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	326.2
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	314.9
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	297.8
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	285.0
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	242.0
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	233.1
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	232.7
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	230.3
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	218.2
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	211.6
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	199.0
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	165.7
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	155.5
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	143.9
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	140.4
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	135.9
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	129.8
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	128.7
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	123.9
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	110.6
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	103.4
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	97.7
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	87.4
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	78.4
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	76.4
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	48.8
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	43.0
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	41.0
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	1.8
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	1.2
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	0.8
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GC is not prognostic in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2067.99

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 TPM

1838.1

Number of samples

231

Samples

Sample	Description	TPM
DO45115	81 years, male, NA, stage:2, alive, 840 days	10417.3
DO45263	67 years, male, NA, stage:3, dead, 270 days	6994.4
DO23538	67 years, male, NA, stage:2, alive, 450 days	6276.2
DO48728	74 years, female, NA, stage:2, alive, 150 days	5860.8
DO48719	80 years, male, NA, stage:2, alive, 690 days	5611.5
DO45197	51 years, male, NA, stage:2, alive, 1170 days	5373.6
DO23550	69 years, male, NA, stage:1, alive, 990 days	4818.5
DO45199	86 years, female, NA, stage:2, alive, 1350 days	4670.9
DO48715	58 years, female, NA, stage:2, dead, 690 days	4535.0
DO45097	69 years, male, NA, stage:3, alive, 1620 days	4499.7
DO50818	65 years, male, NA, stage:2, alive, 510 days	4384.5
DO23531	78 years, female, NA, stage:3, alive, 900 days	4231.7
DO50857	72 years, male, NA, stage:2, alive, 210 days	4174.1
DO45096	69 years, male, NA, stage:2, dead, 1290 days	4162.6
DO48677	58 years, male, NA, stage:3, alive, 1140 days	4092.8
DO45261	74 years, male, NA, stage:3, alive, 990 days	4019.0
DO23527	72 years, male, NA, stage:1, alive, 1050 days	4000.4
DO45113	58 years, male, NA, stage:3, alive, 1560 days	3954.6
DO23513	76 years, male, NA, stage:3, alive, 1200 days	3574.0
DO48760	70 years, female, NA, stage:2, alive, 690 days	3564.0
DO50787	63 years, male, NA, stage:3, alive, 480 days	3515.7
DO45247	31 years, female, NA, stage:2, alive, 210 days	3508.6
DO45237	58 years, male, NA, stage:2, alive, 900 days	3504.9
DO48736	76 years, female, NA, stage:1, alive, 600 days	3501.2
DO50774	68 years, female, NA, stage:2, alive, 720 days	3489.5
DO48717	54 years, male, NA, stage:4, dead, 180 days	3472.6
DO45259	65 years, male, NA, stage:3, alive, 330 days	3431.3
DO23517	62 years, male, NA, stage:2, alive, 1200 days	3425.9
DO23551	73 years, male, NA, stage:3, dead, 150 days	3404.0
DO50807	67 years, male, NA, stage:1, alive, 540 days	3383.3
DO45094	76 years, male, NA, stage:3, alive, 1650 days	3369.4
DO48674	80 years, male, NA, stage:2, alive, 1260 days	3302.8
DO23516	69 years, male, NA, stage:3, dead, 20 days	3291.2
DO48742	76 years, male, NA, stage:2, alive, 600 days	3274.9
DO50804	81 years, male, NA, stage:2, alive, 720 days	3140.4
DO23511	83 years, female, NA, stage:3, dead, 180 days	3037.6
DO45091	56 years, male, NA, stage:2, dead, 1320 days	3027.0
DO48681	57 years, male, NA, stage:2, alive, 900 days	2988.0
DO45233	83 years, male, NA, stage:3, alive, 900 days	2933.5
DO23552	80 years, female, NA, stage:1, alive, 810 days	2924.6
DO45117	73 years, female, NA, stage:2, dead, 1110 days	2833.7
DO45143	69 years, male, NA, stage:3, alive, 1290 days	2720.6
DO45239	42 years, male, NA, stage:2, alive, 870 days	2705.3
DO45235	68 years, female, NA, stage:1, alive, 900 days	2682.4
DO45181	84 years, female, NA, stage:2, alive, 1200 days	2668.0
DO45231	84 years, male, NA, stage:2, alive, 930 days	2658.6
DO48716	71 years, male, NA, stage:2, alive, 720 days	2629.8
DO23524	71 years, female, NA, stage:2, alive, 1050 days	2629.6
DO50803	62 years, female, NA, stage:1, alive, 540 days	2614.4
DO48721	58 years, female, NA, stage:1, alive, 900 days	2604.7
DO48706	72 years, male, NA, stage:2, alive, 870 days	2579.3
DO45111	74 years, male, NA, stage:2, alive, 1590 days	2574.5
DO45195	62 years, male, NA, stage:1, alive, 390 days	2565.0
DO23536	56 years, male, NA, stage:2, alive, 930 days	2553.4
DO45135	77 years, male, NA, stage:1, alive, 1410 days	2543.5
DO45099	46 years, male, NA, stage:3, alive, 1590 days	2538.3
DO45225	69 years, male, NA, stage:1, alive, 1050 days	2501.7
DO50840	49 years, male, NA, stage:2, alive, 330 days	2497.6
DO45165	75 years, male, NA, stage:2, alive, 690 days	2478.5
DO48672	81 years, male, NA, stage:2, alive, 450 days	2459.4
DO23528	45 years, female, NA, stage:2, alive, 1020 days	2434.2
DO23518	67 years, male, NA, stage:2, alive, 1320 days	2433.0
DO23514	64 years, male, NA, stage:2, alive, 1290 days	2418.4
DO45177	81 years, female, NA, stage:3, alive, 1260 days	2403.5
DO45265	73 years, male, NA, stage:3, alive, 1020 days	2377.6
DO45227	57 years, female, NA, stage:2, alive, 1020 days	2344.2
DO45203	71 years, female, NA, stage:2, alive, 1170 days	2332.5
DO45187	32 years, female, NA, stage:1, alive, 1260 days	2317.6
DO50789	73 years, female, NA, stage:2, alive, 570 days	2237.8
DO48725	66 years, male, NA, stage:1, alive, 780 days	2237.1
DO50783	62 years, male, NA, stage:3, alive, 480 days	2234.6
DO48704	68 years, female, NA, stage:3, alive, 750 days	2227.4
DO48727	81 years, female, NA, stage:2, dead, 390 days	2177.3
DO23537	79 years, male, NA, stage:2, dead, 900 days	2169.3
DO45121	61 years, male, NA, stage:3, alive, 1530 days	2162.7
DO45109	63 years, male, NA, stage:2, alive, 1590 days	2161.4
DO50799	66 years, female, NA, stage:2, alive, 540 days	2135.2
DO48746	76 years, male, NA, stage:3, alive, 570 days	2126.6
DO48712	50 years, male, NA, stage:2, alive, 810 days	2119.9
DO45157	62 years, male, NA, stage:2, alive, 1980 days	2111.4
DO23515	71 years, male, NA, stage:2, alive, 1230 days	2096.4
DO23541	65 years, male, NA, stage:2, alive, 930 days	2088.5
DO50850	74 years, male, NA, stage:3, alive, 720 days	2084.7
DO45179	78 years, female, NA, stage:2, alive, 600 days	2081.3
DO45167	67 years, male, NA, stage:2, dead, 1440 days	2054.7
DO45183	72 years, female, NA, stage:2, dead, 570 days	2021.7
DO50820	77 years, female, NA, stage:3, alive, 510 days	2016.5
DO48730	73 years, female, NA, stage:2, alive, 630 days	1949.9
DO45131	53 years, male, NA, stage:4, dead, 360 days	1945.6
DO45133	64 years, male, NA, stage:3, dead, 660 days	1940.6
DO227801	77 years, female, NA, stage:1, alive, 660 days	1937.4
DO45161	74 years, male, NA, stage:2, dead, 540 days	1933.6
DO50802	49 years, male, NA, stage:2, alive, 930 days	1932.0
DO48743	69 years, female, NA, stage:2, alive, 570 days	1922.8
DO50776	75 years, male, NA, stage:1, alive, 690 days	1898.4
DO45267	73 years, male, NA, stage:3, dead, 570 days	1896.0
DO48733	72 years, male, NA, stage:2, alive, 600 days	1875.8
DO50859	77 years, male, NA, stage:2, alive, 180 days	1867.1
DO45221	75 years, female, NA, stage:4, dead, 390 days	1806.6
DO23545	67 years, male, NA, stage:2, dead, 570 days	1794.1
DO45255	81 years, male, NA, stage:3, alive, 720 days	1794.0
DO50805	72 years, male, NA, stage:2, alive, 690 days	1783.2
DO45191	61 years, female, NA, stage:2, alive, 1200 days	1776.2
DO45213	58 years, male, NA, stage:1, alive, 1200 days	1769.1
DO48741	64 years, male, NA, stage:3, alive, 240 days	1752.0
DO45163	76 years, male, NA, stage:2, alive, 960 days	1688.4
DO48695	77 years, male, NA, stage:2, alive, 720 days	1679.4
DO23509	60 years, male, NA, stage:3, dead, 780 days	1672.4
DO23521	63 years, male, NA, stage:3, alive, 1110 days	1647.8
DO48759	73 years, male, NA, stage:3, alive, 720 days	1641.1
DO227643	79 years, male, NA, stage:2, alive, 1260 days	1612.0
DO23508	79 years, female, NA, stage:2, alive, 390 days	1605.9
DO48701	78 years, male, NA, stage:2, alive, 780 days	1599.1
DO45283	60 years, male, NA, stage:3, alive, 510 days	1596.1
DO48751	68 years, male, NA, stage:2, dead, 480 days	1582.0
DO45171	56 years, male, NA, stage:3, alive, 600 days	1552.0
DO50800	74 years, male, NA, stage:2, alive, 510 days	1550.1
DO45153	77 years, female, NA, stage:2, alive, 1380 days	1540.4
DO45215	65 years, male, NA, stage:2, alive, 1170 days	1539.8
DO50808	68 years, male, NA, stage:2, alive, 570 days	1530.7
DO48723	73 years, male, NA, stage:1, alive, 600 days	1517.0
DO45123	78 years, female, NA, stage:2, dead, 570 days	1514.0
DO45229	74 years, male, NA, stage:1, alive, 990 days	1460.0
DO45269	59 years, male, NA, stage:3, alive, 750 days	1458.0
DO50822	66 years, male, NA, stage:2, alive, 510 days	1435.6
DO45159	65 years, male, NA, stage:3, alive, 1470 days	1414.0
DO48682	72 years, female, NA, stage:3, dead, 120 days	1400.7
DO50798	77 years, male, NA, stage:3, dead, 30 days	1396.0
DO23525	71 years, male, NA, stage:4, alive, 1050 days	1390.0
DO50844	75 years, male, NA, stage:4, alive, 300 days	1368.3
DO23542	66 years, male, NA, stage:3, alive, 960 days	1359.1
DO45189	85 years, female, NA, stage:2, alive, 1200 days	1354.3
DO45219	78 years, male, NA, stage:2, alive, 1080 days	1350.5
DO50806	70 years, male, NA, stage:4, alive, 540 days	1347.7
DO48761	55 years, male, NA, stage:2, alive, 870 days	1317.2
DO45137	38 years, male, NA, stage:1, alive, 1320 days	1296.6
DO50785	37 years, male, NA, stage:4, dead, 90 days	1292.2
DO23549	74 years, male, NA, stage:3, alive, 990 days	1274.6
DO45243	74 years, female, NA, stage:3, alive, 930 days	1256.9
DO50845	72 years, male, NA, stage:3, alive, 210 days	1251.1
DO50819	72 years, female, NA, stage:2, alive, 510 days	1245.7
DO45141	73 years, male, NA, stage:2, alive, 1320 days	1244.3
DO45207	68 years, male, NA, stage:1, alive, 1050 days	1241.1
DO45092	62 years, male, NA, stage:4, dead, 1200 days	1219.9
DO50855	47 years, male, NA, stage:2, alive, 570 days	1208.0
DO23544	67 years, male, NA, stage:2, alive, 960 days	1200.7
DO45201	49 years, male, NA, stage:1, alive, 900 days	1198.5
DO23534	60 years, male, NA, stage:2, alive, 840 days	1180.7
DO45149	70 years, female, NA, stage:2, alive, 1260 days	1163.7
DO23535	67 years, male, NA, stage:1, alive, 960 days	1150.5
DO45205	67 years, female, NA, stage:2, dead, 90 days	1149.2
DO23543	63 years, male, NA, stage:2, alive, 1020 days	1136.5
DO50832	73 years, male, NA, stage:3, alive, 90 days	1114.4
DO48757	68 years, female, NA, stage:3, alive, 480 days	1110.7
DO48679	72 years, male, NA, stage:2, alive, 1200 days	1107.7
DO45173	63 years, male, NA, stage:3, alive, 1170 days	1104.5
DO45253	50 years, male, NA, stage:2, alive, 870 days	1100.7
DO45241	49 years, male, NA, stage:1, alive, 1080 days	1098.1
DO45223	67 years, male, NA, stage:4, alive, 1020 days	1080.0
DO45193	68 years, female, NA, stage:4, dead, 120 days	1076.2
DO45101	63 years, male, NA, stage:2, alive, 1680 days	1064.2
DO48693	71 years, male, NA, stage:2, alive, 900 days	1027.3
DO45095	66 years, male, NA, stage:2, alive, 1620 days	1018.1
DO50809	56 years, male, NA, stage:3, dead, 720 days	1017.8
DO50825	70 years, male, NA, stage:2, alive, 390 days	1011.3
DO23539	77 years, male, NA, stage:1, alive, 1110 days	1003.8
DO45169	74 years, male, NA, stage:3, alive, 1350 days	972.4
DO48700	78 years, female, NA, stage:2, alive, 810 days	967.8
DO48737	52 years, male, NA, stage:1, alive, 720 days	956.5
DO45103	47 years, male, NA, stage:3, alive, 450 days	956.3
DO48747	62 years, male, NA, stage:3, alive, 540 days	955.7
DO45119	74 years, male, NA, stage:3, dead, 510 days	952.9
DO45281	83 years, male, NA, stage:4, alive, 750 days	950.0
DO50816	63 years, male, NA, stage:2, alive, 390 days	949.6
DO45129	61 years, male, NA, stage:3, alive, 1470 days	928.2
DO23540	73 years, male, NA, stage:1, alive, 750 days	926.9
DO23510	80 years, female, NA, stage:2, alive, 870 days	890.3
DO45105	61 years, male, NA, stage:1, alive, 1680 days	873.7
DO50778	60 years, male, NA, stage:4, alive, 630 days	847.0
DO48732	73 years, male, NA, stage:3, alive, 630 days	834.5
DO45093	71 years, male, NA, stage:2, dead, 720 days	832.7
DO50813	56 years, male, NA, stage:2, alive, 420 days	809.1
DO23533	61 years, male, NA, stage:2, alive, 900 days	796.5
DO50791	79 years, female, NA, stage:1, dead, 480 days	775.0
DO45139	63 years, male, NA, stage:3, alive, 1320 days	773.2
DO45107	63 years, female, NA, stage:2, alive, 1710 days	755.0
DO48697	64 years, female, NA, stage:2, dead, 810 days	753.3
DO45273	62 years, male, NA, stage:2, alive, 480 days	752.0
DO50793	76 years, male, NA, stage:4, alive, 540 days	745.0
DO50811	62 years, male, NA, stage:1, alive, 450 days	739.0
DO45125	58 years, male, NA, stage:3, alive, 1680 days	719.5
DO45209	70 years, male, NA, stage:4, alive, 1350 days	711.9
DO23548	78 years, female, NA, stage:1, alive, 840 days	682.7
DO50817	75 years, male, NA, stage:2, alive, 390 days	682.0
DO48720	62 years, female, NA, stage:2, alive, 570 days	646.4
DO50829	78 years, male, NA, stage:3, alive, 570 days	601.5
DO50814	83 years, male, NA, stage:3, alive, 420 days	598.2
DO45257	46 years, male, NA, stage:3, alive, 810 days	590.5
DO50839	47 years, female, NA, stage:3, alive, 330 days	587.9
DO45185	89 years, male, NA, stage:2, alive, 600 days	575.2
DO45155	69 years, male, NA, stage:2, alive, 2160 days	534.9
DO23546	63 years, male, NA, stage:2, alive, 1050 days	518.0
DO23530	53 years, male, NA, stage:4, dead, 180 days	502.6
DO45217	69 years, female, NA, stage:3, dead, 270 days	468.4
DO23512	60 years, male, NA, stage:1, alive, 1260 days	433.3
DO45175	74 years, male, NA, stage:2, alive, 1140 days	431.7
DO23532	71 years, female, NA, stage:1, alive, 960 days	394.8
DO23529	72 years, male, NA, stage:4, alive, 930 days	385.8
DO45249	57 years, male, NA, stage:1, alive, 630 days	311.0
DO45275	65 years, male, NA, stage:3, dead, 10 days	308.9
DO50815	62 years, male, NA, stage:3, alive, 150 days	305.1
DO45251	57 years, female, NA, stage:2, alive, 900 days	289.5
DO23526	66 years, male, NA, stage:3, alive, 1050 days	273.5
DO23519	65 years, male, NA, stage:3, alive, 630 days	251.4
DO45305	66 years, male, NA, stage:4, alive, 300 days	208.0
DO45279	67 years, male, NA, stage:3, alive, 1290 days	194.6
DO23547	74 years, male, NA, stage:1, alive, 1020 days	188.1
DO45277	64 years, male, NA, stage:3, alive, 600 days	146.6
DO45145	78 years, male, NA, stage:3, dead, 60 days	66.1
DO45303	62 years, female, NA, stage:3, alive, 990 days	59.9
DO45301	56 years, male, NA, stage:2, dead, 1440 days	51.5
DO45287	74 years, male, NA, stage:1, alive, 390 days	24.5
DO45289	78 years, female, NA, stage:3, alive, 360 days	14.0
DO45307	54 years, female, NA, stage:4, dead, 240 days	12.3
DO45285	59 years, male, NA, stage:3, alive, 480 days	10.4
DO45127	73 years, male, NA, stage:3, dead, 420 days	7.5
DO45245	75 years, female, NA, stage:2, dead, 240 days	7.1
DO23523	52 years, male, NA, stage:3, alive, 1080 days	5.3
DO45299	70 years, female, NA, stage:1, alive, 1440 days	4.2
DO45297	61 years, female, NA, stage:4, dead, 1260 days	1.5
DO45211	76 years, male, NA, stage:3, alive, 240 days	1.2
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
343	Tumor	2.3
125	Tumor	1.6
877	Tumor	1.5
425	Tumor	1.1
713	Tumor	1.0
131	Tumor	1.0
375	Tumor	0.8
697	Tumor	0.8
487	Tumor	0.8
671	Tumor	0.8
817	Tumor	0.8
218	Normal	0.7
363	Tumor	0.7
648	Normal	0.7
785	Tumor	0.6
813	Tumor	0.5
283	Tumor	0.5
491	Tumor	0.5
393	Tumor	0.5
395	Tumor	0.5
746	Normal	0.5
863	Tumor	0.5
261	Tumor	0.4
344	Normal	0.4
743	Tumor	0.4
223	Tumor	0.4
342	Normal	0.4
463	Tumor	0.3
952	Normal	0.3
217	Tumor	0.3
271	Tumor	0.3
452	Normal	0.3
192	Normal	0.3
744	Normal	0.3
815	Tumor	0.3
851	Tumor	0.3
866	Normal	0.3
567	Tumor	0.3
545	Tumor	0.2
285	Tumor	0.2
573	Tumor	0.2
257	Tumor	0.2
951	Tumor	0.2
1015	Tumor	0.2
921	Tumor	0.2
355	Tumor	0.2
527	Tumor	0.2
422	Normal	0.2
523	Tumor	0.1
975	Tumor	0.1
881	Tumor	0.1
388	Normal	0.1
394	Normal	0.1
135	Tumor	0.1
878	Normal	0.1
172	Normal	0.1
396	Normal	0.1
358	Normal	0.1
778	Normal	0.1
618	Normal	0.1
967	Tumor	0.1
113	Tumor	0.1
391	Tumor	0.1
963	Tumor	0.1
148	Normal	0.0
741	Tumor	0.0
196	Normal	0.0
376	Normal	0.0
138	Normal	0.0
983	Tumor	0.0
914	Normal	0.0
535	Tumor	0.0
132	Normal	0.0
968	Normal	0.0
956	Normal	0.0
137	Tumor	0.0
224	Normal	0.0
142	Normal	0.0
277	Tumor	0.0
455	Tumor	0.0
136	Normal	0.0
414	Normal	0.0
141	Tumor	0.0
354	Normal	0.0
162	Normal	0.0
464	Normal	0.0
615	Tumor	0.0
553	Tumor	0.0
426	Normal	0.0
222	Normal	0.0
742	Normal	0.0
695	Tumor	0.0
538	Normal	0.0
497	Tumor	0.0
484	Normal	0.0
392	Normal	0.0
738	Normal	0.0
864	Normal	0.0
111	Normal	0.0
966	Normal	-0.1
341	Tumor	-0.1
1025	Tumor	-0.1
356	Normal	-0.1
186	Normal	-0.1
737	Tumor	-0.1
424	Normal	-0.1
492	Normal	-0.1
214	Normal	-0.1
412	Normal	-0.1
126	Normal	-0.1
128	Normal	-0.1
685	Tumor	-0.1
466	Normal	-0.1
723	Tumor	-0.1
517	Tumor	-0.1
868	Normal	-0.1
445	Tumor	-0.1
755	Tumor	-0.1
728	Normal	-0.1
672	Normal	-0.1
286	Normal	-0.1
727	Tumor	-0.1
964	Normal	-0.1
882	Normal	-0.1
816	Normal	-0.1
1021	Tumor	-0.1
557	Tumor	-0.1
364	Normal	-0.1
195	Tumor	-0.1
227	Tumor	-0.1
258	Normal	-0.1
298	Normal	-0.1
1041	Tumor	-0.1
982	Normal	-0.1
428	Normal	-0.1
554	Normal	-0.1
297	Tumor	-0.1
518	Normal	-0.1
953	Tumor	-0.1
114	Normal	-0.1
663	Tumor	-0.2
488	Normal	-0.2
386	Normal	-0.2
365	Tumor	-0.2
313	Tumor	-0.2
955	Tumor	-0.2
568	Normal	-0.2
647	Tumor	-0.2
362	Normal	-0.2
696	Normal	-0.2
716	Normal	-0.2
124	Normal	-0.2
862	Normal	-0.2
368	Normal	-0.2
1016	Normal	-0.2
385	Tumor	-0.2
314	Normal	-0.2
574	Normal	-0.2
472	Normal	-0.2
924	Normal	-0.2
525	Tumor	-0.2
884	Normal	-0.2
483	Tumor	-0.2
474	Normal	-0.2
636	Normal	-0.2
384	Normal	-0.2
448	Normal	-0.2
444	Normal	-0.2
616	Normal	-0.2
662	Normal	-0.2
777	Tumor	-0.2
534	Normal	-0.2
874	Normal	-0.2
698	Normal	-0.2
461	Tumor	-0.2
228	Normal	-0.2
383	Tumor	-0.2
722	Normal	-0.2
965	Tumor	-0.2
432	Normal	-0.2
328	Normal	-0.2
436	Normal	-0.2
745	Tumor	-0.2
367	Tumor	-0.2
818	Normal	-0.2
331	Tumor	-0.2
857	Tumor	-0.2
642	Normal	-0.2
714	Normal	-0.3
262	Normal	-0.3
278	Normal	-0.3
957	Tumor	-0.3
272	Normal	-0.3
976	Normal	-0.3
1045	Tumor	-0.3
514	Normal	-0.3
421	Tumor	-0.3
332	Normal	-0.3
212	Normal	-0.3
446	Normal	-0.3
635	Tumor	-0.3
481	Tumor	-0.3
515	Tumor	-0.3
915	Tumor	-0.3
232	Normal	-0.3
352	Normal	-0.3
1026	Normal	-0.3
938	Normal	-0.3
958	Normal	-0.3
546	Normal	-0.3
516	Normal	-0.3
221	Tumor	-0.3
823	Tumor	-0.3
312	Normal	-0.3
284	Normal	-0.3
1022	Normal	-0.3
524	Normal	-0.3
423	Tumor	-0.3
161	Tumor	-0.3
112	Tumor	-0.3
786	Normal	-0.3
361	Tumor	-0.3
911	Tumor	-0.3
188	Normal	-0.3
526	Normal	-0.3
353	Tumor	-0.3
664	Normal	-0.3
366	Normal	-0.3
468	Normal	-0.3
471	Tumor	-0.3
858	Normal	-0.3
617	Tumor	-0.3
146	Normal	-0.3
1042	Normal	-0.4
267	Tumor	-0.4
564	Normal	-0.4
1046	Normal	-0.4
571	Tumor	-0.4
981	Tumor	-0.4
937	Tumor	-0.4
185	Tumor	-0.4
944	Normal	-0.4
1044	Normal	-0.4
147	Tumor	-0.4
883	Tumor	-0.4
462	Normal	-0.4
686	Normal	-0.4
558	Normal	-0.4
268	Normal	-0.4
665	Tumor	-0.4
1028	Normal	-0.4
536	Normal	-0.4
456	Normal	-0.4
922	Normal	-0.4
563	Tumor	-0.4
528	Normal	-0.4
912	Normal	-0.4
756	Normal	-0.5
943	Tumor	-0.5
628	Normal	-0.5
498	Normal	-0.5
918	Normal	-0.5
852	Normal	-0.5
715	Tumor	-0.5
494	Normal	-0.5
482	Normal	-0.5
434	Normal	-0.5
327	Tumor	-0.5
916	Normal	-0.5
861	Tumor	-0.5
416	Normal	-0.5
824	Normal	-0.5
447	Tumor	-0.5
917	Tumor	-0.5
865	Tumor	-0.5
187	Tumor	-0.5
867	Tumor	-0.5
465	Tumor	-0.5
913	Tumor	-0.5
311	Tumor	-0.5
145	Tumor	-0.5
435	Tumor	-0.5
387	Tumor	-0.5
413	Tumor	-0.5
477	Tumor	-0.5
1032	Normal	-0.6
1027	Tumor	-0.6
191	Tumor	-0.6
537	Tumor	-0.6
666	Normal	-0.6
1014	Normal	-0.6
977	Tumor	-0.6
572	Normal	-0.6
213	Tumor	-0.6
351	Tumor	-0.6
467	Tumor	-0.6
721	Tumor	-0.6
123	Tumor	-0.6
1043	Tumor	-0.6
923	Tumor	-0.6
627	Tumor	-0.6
427	Tumor	-0.7
411	Tumor	-0.7
814	Normal	-0.7
357	Tumor	-0.7
478	Normal	-0.7
926	Normal	-0.7
984	Normal	-0.7
431	Tumor	-0.7
473	Tumor	-0.7
451	Tumor	-0.7
978	Normal	-0.7
954	Normal	-0.7
433	Tumor	-0.7
641	Tumor	-0.8
171	Tumor	-0.8
211	Tumor	-0.8
443	Tumor	-0.8
873	Tumor	-0.9
533	Tumor	-0.9
661	Tumor	-0.9
1031	Tumor	-0.9
925	Tumor	-0.9
493	Tumor	-0.9
1013	Tumor	-0.9
724	Normal	-0.9
415	Tumor	-0.9
513	Tumor	-0.9
231	Tumor	-0.9
127	Tumor	-1.0
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LIVER 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, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA001526	Antibody HPA019855	Antibody CAB008596
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
Carcinoma, Hepatocellular, NOS
Cholangiocarcinoma