Expression of TUT4 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

TUT4 is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.55

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

14.5

Number of samples

362

Samples

Sample	Description	TPM
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	72.8
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	70.8
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	60.3
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	59.9
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	53.0
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	49.1
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	44.8
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	43.5
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	43.3
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	42.5
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	39.1
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	37.1
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	36.3
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	36.3
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	36.0
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	34.5
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	34.2
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	34.1
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	33.7
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	32.9
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	32.8
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	31.6
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	30.8
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	30.6
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	29.3
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	28.5
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	28.2
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	27.8
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	27.5
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	27.3
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	26.5
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	26.4
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	25.9
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	25.9
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	25.7
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	25.6
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	24.7
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	24.7
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	24.3
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	24.2
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	24.2
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	23.9
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	23.8
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	23.7
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	23.5
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	23.5
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	23.4
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	23.3
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	22.9
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	22.8
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	22.5
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	22.5
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	22.3
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	22.3
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	22.0
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	21.7
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	21.7
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	21.6
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	21.6
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	21.5
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	21.3
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	21.2
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	21.0
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	20.9
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	20.8
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	20.4
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	20.2
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	20.1
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	19.9
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	19.8
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	19.7
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	19.6
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	19.5
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	19.2
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	19.2
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	19.1
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	19.0
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	18.7
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	18.7
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	18.6
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	18.5
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	18.4
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	18.4
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	18.2
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	18.1
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	18.1
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	18.1
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	17.9
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	17.9
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	17.9
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	17.7
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	17.4
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	17.3
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	17.0
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	16.9
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	16.9
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	16.9
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	16.8
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	16.8
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	16.5
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	16.5
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	16.5
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	16.5
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	16.3
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	16.2
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	16.2
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	16.0
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	15.9
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	15.9
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	15.9
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	15.8
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	15.8
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	15.8
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	15.7
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	15.6
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	15.6
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	15.5
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	15.4
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	15.3
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	15.3
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	15.2
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	15.1
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	15.0
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	15.0
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	14.9
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	14.8
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	14.8
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	14.7
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	14.7
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	14.6
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	14.6
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	14.6
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	14.5
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	14.4
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	14.4
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	14.3
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	14.3
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	14.3
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	14.2
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	14.1
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	14.1
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	14.1
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	14.0
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	13.8
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	13.7
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	13.7
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	13.6
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	13.6
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	13.5
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	13.5
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	13.4
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	13.4
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	13.4
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	13.3
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	13.2
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	13.2
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	13.1
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	13.1
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	13.1
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	13.1
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	13.1
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	12.9
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	12.9
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	12.9
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	12.8
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	12.8
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	12.8
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	12.8
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	12.8
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	12.8
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	12.7
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	12.7
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	12.7
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	12.7
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	12.6
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	12.6
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	12.6
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	12.6
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	12.5
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	12.4
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	12.4
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	12.3
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	12.3
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	12.2
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	12.2
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	12.2
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	12.1
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	12.1
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	12.1
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	12.0
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	11.9
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	11.7
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	11.7
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	11.7
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	11.7
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	11.6
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	11.6
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	11.6
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	11.6
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	11.5
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	11.5
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	11.5
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	11.4
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	11.4
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	11.4
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	11.4
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	11.3
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	11.3
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	11.3
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	11.2
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	11.1
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	11.1
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	11.1
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	11.0
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	11.0
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	11.0
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	10.9
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	10.9
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	10.8
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	10.8
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	10.8
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	10.8
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	10.6
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	10.6
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	10.6
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	10.5
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	10.5
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	10.5
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	10.5
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	10.5
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	10.4
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	10.4
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	10.4
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	10.3
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	10.3
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	10.3
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	10.3
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	10.2
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	10.2
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	10.2
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	10.2
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	10.1
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	10.1
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	10.1
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	10.1
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	10.0
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	10.0
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	9.9
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	9.9
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	9.8
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	9.7
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	9.7
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	9.5
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	9.5
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	9.3
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	9.3
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	9.3
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	9.2
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	9.2
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	9.2
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	9.2
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	9.1
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	9.1
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	9.0
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	9.0
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	9.0
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	9.0
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	8.9
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	8.9
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	8.9
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	8.9
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	8.8
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	8.8
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	8.8
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	8.8
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	8.7
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	8.7
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	8.7
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	8.6
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	8.5
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	8.5
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	8.5
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	8.5
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	8.5
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	8.3
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	8.3
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	8.3
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	8.2
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	8.2
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	8.1
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	8.1
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	8.0
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	7.9
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	7.8
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	7.8
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	7.8
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	7.8
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	7.7
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	7.5
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	7.5
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	7.5
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	7.4
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	7.3
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	7.2
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	7.2
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	7.1
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	7.0
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	7.0
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	6.8
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	6.8
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	6.7
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	6.7
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	6.5
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	6.1
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	6.0
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	6.0
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	5.9
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	5.8
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	5.8
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	5.8
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	5.7
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	5.6
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	5.5
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	5.4
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	5.4
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	5.3
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	5.2
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	5.0
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	5.0
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	5.0
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	4.7
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	4.5
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	4.5
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	4.3
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	4.1
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	4.0
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	4.0
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	3.9
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	3.9
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	3.6
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	3.6
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	3.3
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	2.9
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	2.9
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	2.7
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	2.7
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	2.4
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	2.4
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	2.2
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	2.1
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	1.7
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	1.5
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	1.3
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	1.2
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	1.1
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	1.1
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	0.9
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	0.7
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	0.7
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	0.7
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	0.3
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	0.3
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - 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 Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Survival analysis data not available.

LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
957	Tumor	1.0
487	Tumor	0.9
533	Tumor	0.8
131	Tumor	0.7
647	Tumor	0.6
411	Tumor	0.6
313	Tumor	0.6
171	Tumor	0.6
537	Tumor	0.6
1013	Tumor	0.6
277	Tumor	0.5
965	Tumor	0.5
695	Tumor	0.5
355	Tumor	0.5
425	Tumor	0.5
737	Tumor	0.5
413	Tumor	0.5
473	Tumor	0.5
231	Tumor	0.5
777	Tumor	0.5
545	Tumor	0.4
341	Tumor	0.4
741	Tumor	0.4
393	Tumor	0.4
283	Tumor	0.4
343	Tumor	0.4
535	Tumor	0.4
477	Tumor	0.4
497	Tumor	0.4
745	Tumor	0.4
493	Tumor	0.4
385	Tumor	0.4
743	Tumor	0.3
1027	Tumor	0.3
123	Tumor	0.3
943	Tumor	0.3
423	Tumor	0.3
267	Tumor	0.3
523	Tumor	0.3
427	Tumor	0.3
465	Tumor	0.3
391	Tumor	0.3
1021	Tumor	0.3
367	Tumor	0.3
865	Tumor	0.3
951	Tumor	0.3
967	Tumor	0.3
1025	Tumor	0.3
573	Tumor	0.3
663	Tumor	0.3
357	Tumor	0.2
451	Tumor	0.2
387	Tumor	0.2
375	Tumor	0.2
463	Tumor	0.2
883	Tumor	0.2
915	Tumor	0.2
851	Tumor	0.2
257	Tumor	0.2
527	Tumor	0.2
937	Tumor	0.2
128	Normal	0.2
857	Tumor	0.2
557	Tumor	0.2
554	Normal	0.2
342	Normal	0.2
925	Tumor	0.2
191	Tumor	0.2
358	Normal	0.2
953	Tumor	0.2
977	Tumor	0.2
365	Tumor	0.2
161	Tumor	0.1
396	Normal	0.1
127	Tumor	0.1
571	Tumor	0.1
536	Normal	0.1
744	Normal	0.1
617	Tumor	0.1
877	Tumor	0.1
863	Tumor	0.1
361	Tumor	0.1
351	Tumor	0.1
388	Normal	0.1
352	Normal	0.1
368	Normal	0.1
517	Tumor	0.1
715	Tumor	0.1
665	Tumor	0.1
911	Tumor	0.1
455	Tumor	0.1
912	Normal	0.1
1044	Normal	0.1
186	Normal	0.1
141	Tumor	0.1
1046	Normal	0.1
538	Normal	0.1
422	Normal	0.1
124	Normal	0.1
964	Normal	0.1
518	Normal	0.1
113	Tumor	0.1
635	Tumor	0.1
428	Normal	0.1
618	Normal	0.1
713	Tumor	0.1
1043	Tumor	0.1
546	Normal	0.1
515	Tumor	0.1
344	Normal	0.1
498	Normal	0.1
447	Tumor	0.1
697	Tumor	0.1
1016	Normal	0.0
483	Tumor	0.0
484	Normal	0.0
214	Normal	0.0
982	Normal	0.0
494	Normal	0.0
414	Normal	0.0
196	Normal	0.0
383	Tumor	0.0
394	Normal	0.0
435	Tumor	0.0
616	Normal	0.0
923	Tumor	0.0
488	Normal	0.0
867	Tumor	0.0
628	Normal	0.0
426	Normal	0.0
353	Tumor	0.0
268	Normal	0.0
727	Tumor	0.0
534	Normal	0.0
297	Tumor	0.0
1026	Normal	0.0
412	Normal	0.0
147	Tumor	0.0
984	Normal	0.0
724	Normal	0.0
525	Tumor	0.0
431	Tumor	0.0
958	Normal	0.0
823	Tumor	0.0
228	Normal	0.0
354	Normal	0.0
514	Normal	0.0
882	Normal	0.0
386	Normal	0.0
192	Normal	0.0
258	Normal	0.0
778	Normal	0.0
976	Normal	0.0
661	Tumor	0.0
376	Normal	0.0
445	Tumor	0.0
636	Normal	0.0
328	Normal	0.0
187	Tumor	0.0
461	Tumor	0.0
553	Tumor	0.0
513	Tumor	0.0
858	Normal	0.0
366	Normal	0.0
926	Normal	0.0
356	Normal	0.0
818	Normal	0.0
395	Tumor	0.0
148	Normal	0.0
978	Normal	0.0
125	Tumor	0.0
558	Normal	0.0
642	Normal	0.0
852	Normal	0.0
221	Tumor	0.0
921	Tumor	0.0
952	Normal	0.0
384	Normal	0.0
563	Tumor	0.0
448	Normal	0.0
698	Normal	0.0
564	Normal	0.0
516	Normal	0.0
922	Normal	-0.1
285	Tumor	-0.1
284	Normal	-0.1
815	Tumor	-0.1
824	Normal	-0.1
114	Normal	-0.1
966	Normal	-0.1
262	Normal	-0.1
648	Normal	-0.1
112	Tumor	-0.1
443	Tumor	-0.1
392	Normal	-0.1
1014	Normal	-0.1
742	Normal	-0.1
111	Normal	-0.1
756	Normal	-0.1
785	Tumor	-0.1
878	Normal	-0.1
884	Normal	-0.1
362	Normal	-0.1
146	Normal	-0.1
195	Tumor	-0.1
327	Tumor	-0.1
261	Tumor	-0.1
526	Normal	-0.1
1022	Normal	-0.1
714	Normal	-0.1
666	Normal	-0.1
572	Normal	-0.1
746	Normal	-0.1
415	Tumor	-0.1
436	Normal	-0.1
434	Normal	-0.1
568	Normal	-0.1
938	Normal	-0.1
722	Normal	-0.1
332	Normal	-0.1
456	Normal	-0.1
913	Tumor	-0.1
914	Normal	-0.1
213	Tumor	-0.1
452	Normal	-0.1
786	Normal	-0.1
968	Normal	-0.1
492	Normal	-0.1
223	Tumor	-0.1
135	Tumor	-0.1
217	Tumor	-0.1
467	Tumor	-0.1
232	Normal	-0.1
696	Normal	-0.1
138	Normal	-0.1
862	Normal	-0.1
424	Normal	-0.1
983	Tumor	-0.1
136	Normal	-0.1
916	Normal	-0.1
954	Normal	-0.1
924	Normal	-0.1
755	Tumor	-0.1
132	Normal	-0.1
433	Tumor	-0.1
172	Normal	-0.1
478	Normal	-0.1
145	Tumor	-0.1
421	Tumor	-0.1
137	Tumor	-0.1
364	Normal	-0.1
981	Tumor	-0.1
524	Normal	-0.1
222	Normal	-0.1
218	Normal	-0.1
956	Normal	-0.1
814	Normal	-0.1
816	Normal	-0.1
813	Tumor	-0.1
271	Tumor	-0.1
224	Normal	-0.1
466	Normal	-0.1
272	Normal	-0.1
574	Normal	-0.1
664	Normal	-0.1
298	Normal	-0.1
481	Tumor	-0.1
868	Normal	-0.1
142	Normal	-0.1
1015	Tumor	-0.2
491	Tumor	-0.2
686	Normal	-0.2
728	Normal	-0.2
873	Tumor	-0.2
861	Tumor	-0.2
975	Tumor	-0.2
567	Tumor	-0.2
528	Normal	-0.2
331	Tumor	-0.2
278	Normal	-0.2
1028	Normal	-0.2
944	Normal	-0.2
1045	Tumor	-0.2
662	Normal	-0.2
955	Tumor	-0.2
672	Normal	-0.2
1042	Normal	-0.2
474	Normal	-0.2
918	Normal	-0.2
866	Normal	-0.2
363	Tumor	-0.2
482	Normal	-0.2
738	Normal	-0.2
671	Tumor	-0.2
446	Normal	-0.2
468	Normal	-0.2
188	Normal	-0.2
917	Tumor	-0.2
864	Normal	-0.2
1032	Normal	-0.2
162	Normal	-0.2
126	Normal	-0.2
963	Tumor	-0.2
471	Tumor	-0.2
464	Normal	-0.2
723	Tumor	-0.2
1031	Tumor	-0.2
286	Normal	-0.2
874	Normal	-0.2
721	Tumor	-0.2
881	Tumor	-0.2
416	Normal	-0.2
185	Tumor	-0.3
314	Normal	-0.3
312	Normal	-0.3
472	Normal	-0.3
462	Normal	-0.3
615	Tumor	-0.3
716	Normal	-0.3
817	Tumor	-0.3
1041	Tumor	-0.3
227	Tumor	-0.3
444	Normal	-0.3
212	Normal	-0.3
627	Tumor	-0.3
641	Tumor	-0.3
685	Tumor	-0.3
311	Tumor	-0.4
432	Normal	-0.4
211	Tumor	-0.5
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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 HPA027412	Antibody HPA027973
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
Cholangiocarcinoma
Carcinoma, Hepatocellular, NOS