Expression of CUL4A 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

CUL4A is not prognostic in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.68

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

19.6

Number of samples

362

Samples

Sample	Description	TPM
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	133.9
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	101.2
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	61.5
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	61.3
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	55.2
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	55.1
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	54.0
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	53.0
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	48.9
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	47.9
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	46.8
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	45.1
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	45.1
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	43.5
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	42.2
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	41.8
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	40.2
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	40.1
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	39.1
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	38.5
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	37.2
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	36.8
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	36.6
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	36.5
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	35.0
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	34.6
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	34.5
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	34.3
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	34.2
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	34.0
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	32.6
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	32.3
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	32.3
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	31.7
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	31.5
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	31.1
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	30.9
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	30.2
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	30.0
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	30.0
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	29.9
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	29.9
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	29.7
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	29.6
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	29.3
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	28.7
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	28.6
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	28.2
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	27.8
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	27.8
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	27.8
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	27.8
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	27.6
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	27.2
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	27.0
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	27.0
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	26.9
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	26.8
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	26.8
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	26.6
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	26.4
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	26.4
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	26.4
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	26.3
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	26.1
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	26.1
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	26.0
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	25.9
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	25.8
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	25.7
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	25.6
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	25.5
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	25.4
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	25.3
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	25.2
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	25.2
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	25.1
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	25.0
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	24.6
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	24.6
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	24.4
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	24.1
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	24.0
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	23.9
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	23.8
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	23.8
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	23.8
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	23.8
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	23.7
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	23.6
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	23.6
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	23.6
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	23.4
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	23.4
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	23.3
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	23.3
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	23.2
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	23.2
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	23.1
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	23.0
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	23.0
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	23.0
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	22.9
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	22.8
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	22.7
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	22.6
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	22.6
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	22.6
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	22.5
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	22.5
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	22.5
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	22.4
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	22.2
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	22.1
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	22.1
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	22.0
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	22.0
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	21.9
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	21.9
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	21.9
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	21.9
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	21.9
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	21.8
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	21.7
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	21.7
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	21.7
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	21.7
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	21.7
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	21.6
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	21.4
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	21.4
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	21.1
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	21.1
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	21.1
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	21.0
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	20.9
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	20.8
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	20.7
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	20.7
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	20.6
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	20.5
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	20.5
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	20.5
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	20.5
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	20.5
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	20.4
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	20.4
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	20.2
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	20.1
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	20.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	20.0
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	20.0
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	20.0
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	19.8
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	19.8
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	19.8
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	19.7
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	19.7
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	19.7
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	19.6
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	19.4
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	19.3
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	19.2
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	19.2
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	19.1
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	19.0
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	18.9
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	18.9
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	18.9
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	18.9
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	18.9
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	18.9
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	18.9
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	18.8
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	18.7
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	18.5
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	18.5
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	18.4
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	18.2
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	18.2
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	17.9
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	17.9
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	17.9
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	17.9
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	17.8
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	17.8
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	17.7
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	17.6
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	17.6
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	17.6
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	17.4
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	17.2
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	17.2
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	17.0
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	17.0
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	16.9
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	16.8
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	16.8
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	16.7
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	16.7
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	16.6
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	16.5
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	16.4
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	16.3
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	16.1
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	16.1
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	16.0
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	16.0
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	16.0
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	15.9
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	15.9
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	15.8
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	15.8
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	15.8
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	15.7
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	15.7
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	15.6
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	15.6
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	15.6
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	15.3
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	15.3
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	15.2
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	15.1
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	15.1
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	15.1
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	15.1
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	15.0
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	15.0
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	14.9
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	14.9
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	14.8
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	14.7
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	14.6
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	14.5
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	14.5
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	14.5
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	14.4
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	14.4
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	14.3
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	14.3
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	14.1
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	14.1
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	14.1
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	14.0
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	14.0
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	13.9
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	13.8
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	13.8
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	13.8
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	13.8
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	13.7
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	13.7
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	13.6
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	13.6
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	13.6
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	13.3
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	13.3
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	13.2
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	13.2
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	13.1
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	13.0
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	12.9
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	12.9
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	12.9
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	12.8
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	12.6
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	12.4
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	12.3
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	12.2
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	12.2
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	12.2
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	12.2
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	12.0
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	12.0
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	11.9
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	11.9
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	11.9
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	11.7
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	11.6
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	11.6
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	11.5
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	11.4
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	11.4
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	11.3
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	11.3
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	11.3
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	11.1
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	11.1
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	11.0
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	10.7
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	10.7
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	10.7
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	10.6
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	10.6
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	10.6
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	10.5
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	10.5
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	10.3
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	10.1
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	10.0
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	10.0
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	9.9
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	9.8
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	9.8
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	9.7
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	9.7
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	9.7
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	9.5
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	9.5
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	9.4
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	9.2
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	9.2
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	9.2
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	9.0
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	9.0
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	8.9
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	8.9
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	8.8
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	8.8
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	8.8
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	8.7
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	8.7
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	8.6
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	8.6
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	8.6
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	8.6
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	8.4
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	8.3
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	8.2
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	8.2
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	7.9
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	7.9
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	7.7
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	7.2
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	7.1
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	7.1
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	7.1
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	6.9
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	6.8
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	6.7
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	6.7
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	6.6
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	6.5
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	6.2
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	6.2
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	6.1
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	6.0
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	6.0
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	6.0
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	5.8
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	5.3
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	5.3
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	5.2
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	5.2
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	5.1
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	4.7
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	4.5
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	4.4
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	4.3
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	3.4
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	3.1
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	2.5
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CUL4A is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.69

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

23.3

Number of samples

231

Samples

Sample	Description	TPM
DO45263	67 years, male, NA, stage:3, dead, 270 days	223.9
DO48723	73 years, male, NA, stage:1, alive, 600 days	184.6
DO45103	47 years, male, NA, stage:3, alive, 450 days	52.7
DO45267	73 years, male, NA, stage:3, dead, 570 days	51.1
DO45091	56 years, male, NA, stage:2, dead, 1320 days	50.3
DO45193	68 years, female, NA, stage:4, dead, 120 days	46.3
DO48751	68 years, male, NA, stage:2, dead, 480 days	46.0
DO45221	75 years, female, NA, stage:4, dead, 390 days	44.3
DO23521	63 years, male, NA, stage:3, alive, 1110 days	43.5
DO23537	79 years, male, NA, stage:2, dead, 900 days	41.9
DO50859	77 years, male, NA, stage:2, alive, 180 days	40.9
DO23526	66 years, male, NA, stage:3, alive, 1050 days	39.6
DO45207	68 years, male, NA, stage:1, alive, 1050 days	38.9
DO45299	70 years, female, NA, stage:1, alive, 1440 days	36.6
DO48672	81 years, male, NA, stage:2, alive, 450 days	36.2
DO45215	65 years, male, NA, stage:2, alive, 1170 days	35.7
DO45225	69 years, male, NA, stage:1, alive, 1050 days	35.5
DO45127	73 years, male, NA, stage:3, dead, 420 days	35.5
DO48681	57 years, male, NA, stage:2, alive, 900 days	35.1
DO45277	64 years, male, NA, stage:3, alive, 600 days	34.6
DO23509	60 years, male, NA, stage:3, dead, 780 days	34.1
DO45137	38 years, male, NA, stage:1, alive, 1320 days	34.1
DO50840	49 years, male, NA, stage:2, alive, 330 days	33.1
DO45303	62 years, female, NA, stage:3, alive, 990 days	32.5
DO45145	78 years, male, NA, stage:3, dead, 60 days	32.2
DO45227	57 years, female, NA, stage:2, alive, 1020 days	32.1
DO50815	62 years, male, NA, stage:3, alive, 150 days	32.0
DO50809	56 years, male, NA, stage:3, dead, 720 days	31.8
DO23523	52 years, male, NA, stage:3, alive, 1080 days	31.8
DO45157	62 years, male, NA, stage:2, alive, 1980 days	31.7
DO45205	67 years, female, NA, stage:2, dead, 90 days	31.1
DO45155	69 years, male, NA, stage:2, alive, 2160 days	30.7
DO45249	57 years, male, NA, stage:1, alive, 630 days	30.4
DO45281	83 years, male, NA, stage:4, alive, 750 days	30.2
DO48697	64 years, female, NA, stage:2, dead, 810 days	29.8
DO48730	73 years, female, NA, stage:2, alive, 630 days	29.6
DO45239	42 years, male, NA, stage:2, alive, 870 days	28.9
DO48721	58 years, female, NA, stage:1, alive, 900 days	28.8
DO23542	66 years, male, NA, stage:3, alive, 960 days	28.8
DO45279	67 years, male, NA, stage:3, alive, 1290 days	28.5
DO45219	78 years, male, NA, stage:2, alive, 1080 days	28.5
DO45265	73 years, male, NA, stage:3, alive, 1020 days	28.4
DO48757	68 years, female, NA, stage:3, alive, 480 days	28.2
DO45165	75 years, male, NA, stage:2, alive, 690 days	28.1
DO45123	78 years, female, NA, stage:2, dead, 570 days	27.9
DO50844	75 years, male, NA, stage:4, alive, 300 days	27.6
DO23552	80 years, female, NA, stage:1, alive, 810 days	27.6
DO45301	56 years, male, NA, stage:2, dead, 1440 days	27.3
DO48716	71 years, male, NA, stage:2, alive, 720 days	27.2
DO50820	77 years, female, NA, stage:3, alive, 510 days	26.7
DO45111	74 years, male, NA, stage:2, alive, 1590 days	26.5
DO45119	74 years, male, NA, stage:3, dead, 510 days	26.5
DO50802	49 years, male, NA, stage:2, alive, 930 days	26.3
DO23524	71 years, female, NA, stage:2, alive, 1050 days	26.0
DO45161	74 years, male, NA, stage:2, dead, 540 days	26.0
DO45223	67 years, male, NA, stage:4, alive, 1020 days	26.0
DO45287	74 years, male, NA, stage:1, alive, 390 days	25.9
DO48742	76 years, male, NA, stage:2, alive, 600 days	25.8
DO48677	58 years, male, NA, stage:3, alive, 1140 days	25.6
DO48743	69 years, female, NA, stage:2, alive, 570 days	25.6
DO45217	69 years, female, NA, stage:3, dead, 270 days	25.3
DO45251	57 years, female, NA, stage:2, alive, 900 days	25.1
DO48732	73 years, male, NA, stage:3, alive, 630 days	25.1
DO23529	72 years, male, NA, stage:4, alive, 930 days	25.0
DO45213	58 years, male, NA, stage:1, alive, 1200 days	25.0
DO45189	85 years, female, NA, stage:2, alive, 1200 days	25.0
DO50799	66 years, female, NA, stage:2, alive, 540 days	24.9
DO45283	60 years, male, NA, stage:3, alive, 510 days	24.9
DO45259	65 years, male, NA, stage:3, alive, 330 days	24.8
DO45163	76 years, male, NA, stage:2, alive, 960 days	24.7
DO48727	81 years, female, NA, stage:2, dead, 390 days	24.6
DO45099	46 years, male, NA, stage:3, alive, 1590 days	24.5
DO50791	79 years, female, NA, stage:1, dead, 480 days	24.4
DO45187	32 years, female, NA, stage:1, alive, 1260 days	24.3
DO45173	63 years, male, NA, stage:3, alive, 1170 days	24.2
DO45177	81 years, female, NA, stage:3, alive, 1260 days	24.1
DO45175	74 years, male, NA, stage:2, alive, 1140 days	24.0
DO45115	81 years, male, NA, stage:2, alive, 840 days	24.0
DO50785	37 years, male, NA, stage:4, dead, 90 days	23.9
DO23547	74 years, male, NA, stage:1, alive, 1020 days	23.7
DO48746	76 years, male, NA, stage:3, alive, 570 days	23.5
DO45197	51 years, male, NA, stage:2, alive, 1170 days	23.5
DO45233	83 years, male, NA, stage:3, alive, 900 days	23.3
DO50817	75 years, male, NA, stage:2, alive, 390 days	23.3
DO23533	61 years, male, NA, stage:2, alive, 900 days	23.2
DO45305	66 years, male, NA, stage:4, alive, 300 days	23.1
DO45117	73 years, female, NA, stage:2, dead, 1110 days	23.1
DO23549	74 years, male, NA, stage:3, alive, 990 days	23.0
DO48682	72 years, female, NA, stage:3, dead, 120 days	22.8
DO23535	67 years, male, NA, stage:1, alive, 960 days	22.8
DO45247	31 years, female, NA, stage:2, alive, 210 days	22.6
DO45096	69 years, male, NA, stage:2, dead, 1290 days	22.6
DO50822	66 years, male, NA, stage:2, alive, 510 days	22.5
DO48719	80 years, male, NA, stage:2, alive, 690 days	22.5
DO48715	58 years, female, NA, stage:2, dead, 690 days	22.5
DO45183	72 years, female, NA, stage:2, dead, 570 days	22.3
DO45307	54 years, female, NA, stage:4, dead, 240 days	22.1
DO45211	76 years, male, NA, stage:3, alive, 240 days	22.0
DO23512	60 years, male, NA, stage:1, alive, 1260 days	21.9
DO23546	63 years, male, NA, stage:2, alive, 1050 days	21.9
DO48717	54 years, male, NA, stage:4, dead, 180 days	21.8
DO48704	68 years, female, NA, stage:3, alive, 750 days	21.6
DO45257	46 years, male, NA, stage:3, alive, 810 days	21.5
DO48736	76 years, female, NA, stage:1, alive, 600 days	21.5
DO45139	63 years, male, NA, stage:3, alive, 1320 days	21.4
DO45191	61 years, female, NA, stage:2, alive, 1200 days	21.2
DO45105	61 years, male, NA, stage:1, alive, 1680 days	21.2
DO23530	53 years, male, NA, stage:4, dead, 180 days	21.2
DO50793	76 years, male, NA, stage:4, alive, 540 days	21.1
DO45171	56 years, male, NA, stage:3, alive, 600 days	21.1
DO45129	61 years, male, NA, stage:3, alive, 1470 days	21.1
DO23527	72 years, male, NA, stage:1, alive, 1050 days	21.1
DO48712	50 years, male, NA, stage:2, alive, 810 days	20.9
DO50798	77 years, male, NA, stage:3, dead, 30 days	20.8
DO45231	84 years, male, NA, stage:2, alive, 930 days	20.8
DO48695	77 years, male, NA, stage:2, alive, 720 days	20.8
DO50789	73 years, female, NA, stage:2, alive, 570 days	20.7
DO45169	74 years, male, NA, stage:3, alive, 1350 days	20.7
DO45125	58 years, male, NA, stage:3, alive, 1680 days	20.6
DO45243	74 years, female, NA, stage:3, alive, 930 days	20.6
DO45141	73 years, male, NA, stage:2, alive, 1320 days	20.5
DO48706	72 years, male, NA, stage:2, alive, 870 days	20.4
DO45273	62 years, male, NA, stage:2, alive, 480 days	19.9
DO45195	62 years, male, NA, stage:1, alive, 390 days	19.9
DO23544	67 years, male, NA, stage:2, alive, 960 days	19.8
DO45159	65 years, male, NA, stage:3, alive, 1470 days	19.8
DO48725	66 years, male, NA, stage:1, alive, 780 days	19.7
DO23550	69 years, male, NA, stage:1, alive, 990 days	19.7
DO23541	65 years, male, NA, stage:2, alive, 930 days	19.6
DO45255	81 years, male, NA, stage:3, alive, 720 days	19.6
DO48720	62 years, female, NA, stage:2, alive, 570 days	19.6
DO23516	69 years, male, NA, stage:3, dead, 20 days	19.5
DO45181	84 years, female, NA, stage:2, alive, 1200 days	19.5
DO45203	71 years, female, NA, stage:2, alive, 1170 days	19.5
DO23543	63 years, male, NA, stage:2, alive, 1020 days	19.4
DO48700	78 years, female, NA, stage:2, alive, 810 days	19.3
DO45185	89 years, male, NA, stage:2, alive, 600 days	19.2
DO50804	81 years, male, NA, stage:2, alive, 720 days	19.1
DO45107	63 years, female, NA, stage:2, alive, 1710 days	19.1
DO50825	70 years, male, NA, stage:2, alive, 390 days	19.1
DO50800	74 years, male, NA, stage:2, alive, 510 days	19.1
DO45143	69 years, male, NA, stage:3, alive, 1290 days	19.0
DO227643	79 years, male, NA, stage:2, alive, 1260 days	18.9
DO50811	62 years, male, NA, stage:1, alive, 450 days	18.8
DO23514	64 years, male, NA, stage:2, alive, 1290 days	18.7
DO45229	74 years, male, NA, stage:1, alive, 990 days	18.5
DO23538	67 years, male, NA, stage:2, alive, 450 days	18.3
DO45101	63 years, male, NA, stage:2, alive, 1680 days	18.3
DO48701	78 years, male, NA, stage:2, alive, 780 days	18.3
DO45135	77 years, male, NA, stage:1, alive, 1410 days	18.2
DO48728	74 years, female, NA, stage:2, alive, 150 days	18.1
DO23517	62 years, male, NA, stage:2, alive, 1200 days	18.1
DO50803	62 years, female, NA, stage:1, alive, 540 days	18.1
DO23534	60 years, male, NA, stage:2, alive, 840 days	18.0
DO227801	77 years, female, NA, stage:1, alive, 660 days	17.9
DO23531	78 years, female, NA, stage:3, alive, 900 days	17.9
DO45131	53 years, male, NA, stage:4, dead, 360 days	17.6
DO50774	68 years, female, NA, stage:2, alive, 720 days	17.5
DO50850	74 years, male, NA, stage:3, alive, 720 days	17.4
DO45253	50 years, male, NA, stage:2, alive, 870 days	17.2
DO45297	61 years, female, NA, stage:4, dead, 1260 days	17.1
DO23539	77 years, male, NA, stage:1, alive, 1110 days	17.1
DO45097	69 years, male, NA, stage:3, alive, 1620 days	17.0
DO23528	45 years, female, NA, stage:2, alive, 1020 days	16.9
DO45201	49 years, male, NA, stage:1, alive, 900 days	16.8
DO45289	78 years, female, NA, stage:3, alive, 360 days	16.8
DO50787	63 years, male, NA, stage:3, alive, 480 days	16.8
DO50819	72 years, female, NA, stage:2, alive, 510 days	16.7
DO50776	75 years, male, NA, stage:1, alive, 690 days	16.4
DO45237	58 years, male, NA, stage:2, alive, 900 days	16.2
DO48693	71 years, male, NA, stage:2, alive, 900 days	16.2
DO23510	80 years, female, NA, stage:2, alive, 870 days	16.1
DO23548	78 years, female, NA, stage:1, alive, 840 days	16.0
DO50778	60 years, male, NA, stage:4, alive, 630 days	16.0
DO50818	65 years, male, NA, stage:2, alive, 510 days	15.9
DO48760	70 years, female, NA, stage:2, alive, 690 days	15.8
DO50808	68 years, male, NA, stage:2, alive, 570 days	15.6
DO45199	86 years, female, NA, stage:2, alive, 1350 days	15.6
DO45235	68 years, female, NA, stage:1, alive, 900 days	15.5
DO50813	56 years, male, NA, stage:2, alive, 420 days	15.5
DO45094	76 years, male, NA, stage:3, alive, 1650 days	15.4
DO45179	78 years, female, NA, stage:2, alive, 600 days	15.3
DO50829	78 years, male, NA, stage:3, alive, 570 days	15.2
DO45167	67 years, male, NA, stage:2, dead, 1440 days	14.9
DO45153	77 years, female, NA, stage:2, alive, 1380 days	14.7
DO48733	72 years, male, NA, stage:2, alive, 600 days	14.6
DO48761	55 years, male, NA, stage:2, alive, 870 days	14.5
DO45095	66 years, male, NA, stage:2, alive, 1620 days	14.5
DO45261	74 years, male, NA, stage:3, alive, 990 days	14.5
DO50845	72 years, male, NA, stage:3, alive, 210 days	14.4
DO50816	63 years, male, NA, stage:2, alive, 390 days	14.3
DO23515	71 years, male, NA, stage:2, alive, 1230 days	14.3
DO50807	67 years, male, NA, stage:1, alive, 540 days	14.1
DO45113	58 years, male, NA, stage:3, alive, 1560 days	14.1
DO45285	59 years, male, NA, stage:3, alive, 480 days	14.0
DO45149	70 years, female, NA, stage:2, alive, 1260 days	14.0
DO23551	73 years, male, NA, stage:3, dead, 150 days	14.0
DO50805	72 years, male, NA, stage:2, alive, 690 days	13.9
DO45092	62 years, male, NA, stage:4, dead, 1200 days	13.7
DO50857	72 years, male, NA, stage:2, alive, 210 days	13.6
DO45275	65 years, male, NA, stage:3, dead, 10 days	13.3
DO50806	70 years, male, NA, stage:4, alive, 540 days	13.3
DO23532	71 years, female, NA, stage:1, alive, 960 days	13.2
DO45245	75 years, female, NA, stage:2, dead, 240 days	13.2
DO45121	61 years, male, NA, stage:3, alive, 1530 days	13.1
DO50783	62 years, male, NA, stage:3, alive, 480 days	13.0
DO23536	56 years, male, NA, stage:2, alive, 930 days	12.8
DO23518	67 years, male, NA, stage:2, alive, 1320 days	12.7
DO45269	59 years, male, NA, stage:3, alive, 750 days	12.7
DO45093	71 years, male, NA, stage:2, dead, 720 days	12.5
DO23545	67 years, male, NA, stage:2, dead, 570 days	12.3
DO45133	64 years, male, NA, stage:3, dead, 660 days	12.3
DO50855	47 years, male, NA, stage:2, alive, 570 days	12.2
DO45241	49 years, male, NA, stage:1, alive, 1080 days	12.2
DO48759	73 years, male, NA, stage:3, alive, 720 days	11.9
DO23540	73 years, male, NA, stage:1, alive, 750 days	11.8
DO48737	52 years, male, NA, stage:1, alive, 720 days	11.4
DO50839	47 years, female, NA, stage:3, alive, 330 days	11.3
DO45209	70 years, male, NA, stage:4, alive, 1350 days	10.8
DO23513	76 years, male, NA, stage:3, alive, 1200 days	10.6
DO50832	73 years, male, NA, stage:3, alive, 90 days	10.4
DO45109	63 years, male, NA, stage:2, alive, 1590 days	10.1
DO48747	62 years, male, NA, stage:3, alive, 540 days	10.1
DO48679	72 years, male, NA, stage:2, alive, 1200 days	10.0
DO50814	83 years, male, NA, stage:3, alive, 420 days	9.7
DO48674	80 years, male, NA, stage:2, alive, 1260 days	9.6
DO23508	79 years, female, NA, stage:2, alive, 390 days	9.4
DO23519	65 years, male, NA, stage:3, alive, 630 days	8.2
DO48741	64 years, male, NA, stage:3, alive, 240 days	8.2
DO23525	71 years, male, NA, stage:4, alive, 1050 days	8.0
DO23511	83 years, female, NA, stage:3, dead, 180 days	3.0
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
135	Tumor	1.8
445	Tumor	0.7
743	Tumor	0.7
877	Tumor	0.6
663	Tumor	0.6
571	Tumor	0.6
923	Tumor	0.6
1027	Tumor	0.5
685	Tumor	0.5
951	Tumor	0.5
411	Tumor	0.5
815	Tumor	0.5
331	Tumor	0.4
863	Tumor	0.4
671	Tumor	0.4
867	Tumor	0.4
777	Tumor	0.4
351	Tumor	0.4
277	Tumor	0.4
635	Tumor	0.4
127	Tumor	0.4
525	Tumor	0.4
123	Tumor	0.4
695	Tumor	0.4
567	Tumor	0.4
737	Tumor	0.3
523	Tumor	0.3
813	Tumor	0.3
1043	Tumor	0.3
433	Tumor	0.3
965	Tumor	0.3
257	Tumor	0.3
517	Tumor	0.3
741	Tumor	0.3
357	Tumor	0.3
435	Tumor	0.3
261	Tumor	0.3
615	Tumor	0.3
715	Tumor	0.3
355	Tumor	0.3
515	Tumor	0.3
313	Tumor	0.2
537	Tumor	0.2
953	Tumor	0.2
413	Tumor	0.2
112	Tumor	0.2
727	Tumor	0.2
911	Tumor	0.2
113	Tumor	0.2
481	Tumor	0.2
447	Tumor	0.2
191	Tumor	0.2
697	Tumor	0.2
981	Tumor	0.2
785	Tumor	0.2
1022	Normal	0.2
487	Tumor	0.2
497	Tumor	0.1
385	Tumor	0.1
353	Tumor	0.1
513	Tumor	0.1
297	Tumor	0.1
557	Tumor	0.1
427	Tumor	0.1
131	Tumor	0.1
641	Tumor	0.1
665	Tumor	0.1
415	Tumor	0.1
1021	Tumor	0.1
628	Normal	0.1
545	Tumor	0.1
187	Tumor	0.1
883	Tumor	0.1
957	Tumor	0.1
746	Normal	0.1
865	Tumor	0.1
1026	Normal	0.1
493	Tumor	0.1
618	Normal	0.1
983	Tumor	0.1
467	Tumor	0.1
128	Normal	0.1
271	Tumor	0.1
915	Tumor	0.1
642	Normal	0.1
723	Tumor	0.1
648	Normal	0.1
518	Normal	0.1
627	Tumor	0.1
661	Tumor	0.1
361	Tumor	0.1
278	Normal	0.1
1032	Normal	0.1
358	Normal	0.1
484	Normal	0.1
1025	Tumor	0.1
471	Tumor	0.1
423	Tumor	0.1
222	Normal	0.1
728	Normal	0.0
367	Tumor	0.0
636	Normal	0.0
161	Tumor	0.0
967	Tumor	0.0
356	Normal	0.0
924	Normal	0.0
738	Normal	0.0
132	Normal	0.0
436	Normal	0.0
416	Normal	0.0
448	Normal	0.0
327	Tumor	0.0
955	Tumor	0.0
617	Tumor	0.0
494	Normal	0.0
742	Normal	0.0
422	Normal	0.0
535	Tumor	0.0
195	Tumor	0.0
267	Tumor	0.0
912	Normal	0.0
662	Normal	0.0
862	Normal	0.0
227	Tumor	0.0
713	Tumor	0.0
285	Tumor	0.0
375	Tumor	0.0
483	Tumor	0.0
228	Normal	0.0
298	Normal	0.0
426	Normal	0.0
814	Normal	0.0
884	Normal	0.0
432	Normal	0.0
312	Normal	0.0
696	Normal	0.0
851	Tumor	0.0
272	Normal	0.0
145	Tumor	0.0
456	Normal	0.0
878	Normal	0.0
446	Normal	0.0
564	Normal	0.0
956	Normal	0.0
455	Tumor	0.0
1041	Tumor	0.0
944	Normal	0.0
546	Normal	0.0
342	Normal	0.0
332	Normal	0.0
1031	Tumor	0.0
755	Tumor	0.0
824	Normal	0.0
756	Normal	0.0
341	Tumor	0.0
817	Tumor	0.0
138	Normal	0.0
554	Normal	0.0
918	Normal	0.0
938	Normal	0.0
698	Normal	0.0
527	Tumor	0.0
882	Normal	0.0
922	Normal	0.0
488	Normal	0.0
616	Normal	0.0
111	Normal	0.0
534	Normal	0.0
196	Normal	0.0
914	Normal	0.0
1028	Normal	0.0
866	Normal	0.0
466	Normal	0.0
952	Normal	0.0
568	Normal	0.0
1042	Normal	0.0
744	Normal	0.0
982	Normal	0.0
147	Tumor	0.0
864	Normal	0.0
286	Normal	0.0
786	Normal	0.0
714	Normal	0.0
558	Normal	0.0
362	Normal	0.0
816	Normal	0.0
214	Normal	-0.1
861	Tumor	-0.1
857	Tumor	-0.1
162	Normal	-0.1
722	Normal	-0.1
925	Tumor	-0.1
721	Tumor	-0.1
314	Normal	-0.1
114	Normal	-0.1
354	Normal	-0.1
212	Normal	-0.1
686	Normal	-0.1
873	Tumor	-0.1
574	Normal	-0.1
461	Tumor	-0.1
482	Normal	-0.1
366	Normal	-0.1
874	Normal	-0.1
975	Tumor	-0.1
943	Tumor	-0.1
514	Normal	-0.1
434	Normal	-0.1
284	Normal	-0.1
412	Normal	-0.1
858	Normal	-0.1
468	Normal	-0.1
1044	Normal	-0.1
526	Normal	-0.1
868	Normal	-0.1
186	Normal	-0.1
148	Normal	-0.1
852	Normal	-0.1
818	Normal	-0.1
452	Normal	-0.1
464	Normal	-0.1
188	Normal	-0.1
126	Normal	-0.1
393	Tumor	-0.1
146	Normal	-0.1
1016	Normal	-0.1
428	Normal	-0.1
365	Tumor	-0.1
778	Normal	-0.1
1015	Tumor	-0.1
1014	Normal	-0.1
666	Normal	-0.1
414	Normal	-0.1
462	Normal	-0.1
258	Normal	-0.1
443	Tumor	-0.1
516	Normal	-0.1
364	Normal	-0.1
572	Normal	-0.1
491	Tumor	-0.1
136	Normal	-0.1
978	Normal	-0.1
232	Normal	-0.1
424	Normal	-0.1
964	Normal	-0.1
917	Tumor	-0.1
137	Tumor	-0.1
472	Normal	-0.1
553	Tumor	-0.1
474	Normal	-0.1
451	Tumor	-0.1
444	Normal	-0.1
217	Tumor	-0.1
376	Normal	-0.1
921	Tumor	-0.1
124	Normal	-0.1
141	Tumor	-0.1
386	Normal	-0.1
352	Normal	-0.1
664	Normal	-0.1
1013	Tumor	-0.1
977	Tumor	-0.1
262	Normal	-0.1
142	Normal	-0.1
913	Tumor	-0.1
538	Normal	-0.1
221	Tumor	-0.1
211	Tumor	-0.1
172	Normal	-0.1
1046	Normal	-0.1
966	Normal	-0.1
224	Normal	-0.1
231	Tumor	-0.1
528	Normal	-0.1
976	Normal	-0.1
716	Normal	-0.2
218	Normal	-0.2
344	Normal	-0.2
745	Tumor	-0.2
311	Tumor	-0.2
185	Tumor	-0.2
498	Normal	-0.2
268	Normal	-0.2
421	Tumor	-0.2
477	Tumor	-0.2
388	Normal	-0.2
384	Normal	-0.2
425	Tumor	-0.2
984	Normal	-0.2
926	Normal	-0.2
192	Normal	-0.2
473	Tumor	-0.2
916	Normal	-0.2
395	Tumor	-0.2
672	Normal	-0.2
463	Tumor	-0.2
963	Tumor	-0.2
647	Tumor	-0.2
823	Tumor	-0.2
492	Normal	-0.2
958	Normal	-0.2
536	Normal	-0.2
724	Normal	-0.2
1045	Tumor	-0.2
524	Normal	-0.2
363	Tumor	-0.2
968	Normal	-0.2
392	Normal	-0.2
368	Normal	-0.2
478	Normal	-0.2
954	Normal	-0.2
328	Normal	-0.2
394	Normal	-0.3
223	Tumor	-0.3
125	Tumor	-0.3
881	Tumor	-0.3
383	Tumor	-0.3
213	Tumor	-0.3
431	Tumor	-0.3
387	Tumor	-0.3
396	Normal	-0.3
563	Tumor	-0.3
171	Tumor	-0.4
465	Tumor	-0.4
343	Tumor	-0.4
533	Tumor	-0.5
573	Tumor	-0.5
391	Tumor	-0.5
283	Tumor	-0.6
937	Tumor	-0.6
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LIVER CANCER - Protein expressionⁱ

Pending cancer tissue analysis