Expression of APEX1 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

APEX1 is validated prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 99.31

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

81.1

Number of samples

362

Samples

Sample	Description	TPM
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	340.9
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	229.2
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	211.0
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	205.1
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	198.9
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	183.8
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	180.8
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	172.0
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	170.0
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	169.1
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	165.5
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	161.1
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	156.8
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	156.5
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	156.4
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	154.1
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	153.7
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	150.1
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	147.8
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	144.2
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	143.8
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	143.3
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	143.2
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	142.0
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	140.1
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	139.8
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	138.3
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	136.7
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	135.4
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	134.9
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	134.4
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	131.8
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	131.6
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	131.4
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	131.0
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	130.4
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	128.4
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	127.9
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	126.1
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	125.6
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	123.3
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	121.7
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	121.0
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	119.1
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	117.0
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	116.5
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	116.3
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	116.2
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	114.5
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	113.9
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	113.6
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	113.4
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	113.0
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	112.9
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	112.6
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	109.5
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	109.3
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	109.1
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	108.1
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	107.8
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	106.5
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	105.6
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	105.5
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	105.1
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	104.2
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	104.1
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	104.1
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	103.7
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	102.2
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	101.9
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	101.8
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	101.4
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	100.9
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	100.5
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	99.8
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	99.3
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	99.3
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	98.8
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	98.7
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	98.7
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	97.8
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	97.8
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	97.8
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	97.6
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	97.2
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	97.2
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	97.0
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	96.5
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	96.3
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	96.3
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	96.0
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	96.0
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	96.0
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	95.5
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	95.2
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	95.1
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	94.6
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	94.3
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	94.2
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	93.5
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	93.4
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	92.7
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	92.6
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	91.7
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	91.6
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	91.5
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	91.4
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	91.4
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	91.4
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	89.8
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	89.8
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	89.5
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	89.2
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	89.2
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	89.1
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	88.7
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	88.6
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	88.5
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	88.5
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	88.0
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	87.6
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	87.3
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	87.2
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	87.1
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	86.4
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	86.3
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	85.9
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	85.9
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	85.6
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	85.4
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	85.3
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	85.3
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	85.0
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	83.5
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	83.2
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	82.8
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	82.8
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	82.7
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	81.4
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	81.4
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	81.1
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	81.0
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	80.8
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	80.7
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	80.7
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	80.4
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	79.9
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	79.6
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	79.6
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	79.4
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	79.0
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	78.8
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	78.0
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	77.6
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	77.4
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	77.3
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	77.3
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	77.3
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	76.9
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	76.9
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	76.7
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	76.6
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	76.5
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	76.3
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	75.5
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	75.2
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	75.2
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	75.2
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	74.9
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	74.8
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	74.6
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	74.5
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	74.5
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	74.3
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	74.1
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	73.8
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	73.8
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	73.7
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	73.6
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	73.5
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	72.7
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	72.6
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	72.4
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	72.3
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	72.1
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	72.0
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	71.4
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	71.3
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	71.2
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	71.2
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	71.1
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	70.9
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	70.9
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	70.9
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	70.7
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	70.3
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	70.2
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	70.2
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	70.1
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	70.0
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	69.9
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	69.5
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	69.4
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	69.3
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	69.3
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	69.3
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	69.1
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	69.1
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	69.1
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	69.1
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	69.0
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	68.9
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	68.6
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	68.5
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	68.4
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	68.2
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	68.2
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	68.1
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	67.9
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	67.7
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	67.2
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	67.1
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	66.8
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	66.7
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	66.7
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	66.7
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	66.7
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	66.5
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	66.4
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	66.4
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	66.0
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	65.8
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	65.6
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	65.4
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	65.3
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	65.0
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	64.6
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	64.6
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	64.5
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	64.0
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	63.8
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	63.0
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	63.0
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	62.9
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	62.6
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	62.5
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	62.5
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	62.2
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	62.1
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	62.1
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	61.9
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	61.9
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	61.6
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	61.5
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	61.5
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	61.0
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	60.5
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	60.4
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	60.4
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	60.2
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	60.1
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	59.7
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	59.4
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	59.1
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	58.9
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	58.6
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	58.6
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	58.3
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	57.7
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	57.6
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	57.6
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	56.8
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	56.7
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	56.7
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	56.5
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	56.4
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	56.1
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	56.1
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	55.5
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	55.5
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	55.4
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	55.4
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	54.9
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	54.9
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	54.7
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	54.7
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	54.6
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	54.6
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	54.5
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	54.2
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	54.1
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	54.1
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	54.0
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	54.0
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	53.4
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	53.1
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	52.9
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	52.6
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	52.4
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	52.0
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	51.6
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	51.4
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	51.4
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	51.2
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	51.2
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	51.1
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	51.0
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	50.9
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	50.0
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	49.9
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	49.8
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	49.7
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	49.7
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	49.3
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	49.1
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	48.9
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	48.9
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	48.9
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	48.8
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	48.7
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	48.5
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	48.2
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	48.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	47.9
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	47.3
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	47.0
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	46.7
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	46.4
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	46.2
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	46.1
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	45.7
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	45.7
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	44.8
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	44.8
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	44.2
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	44.2
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	44.0
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	43.7
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	43.0
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	42.3
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	42.0
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	41.5
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	41.3
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	40.9
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	39.9
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	39.1
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	38.5
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	37.0
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	35.7
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	35.3
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	35.0
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	34.3
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	33.1
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	32.3
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	30.2
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	30.0
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	29.6
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	28.1
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	26.3
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	25.1
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	23.0
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	21.1
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

APEX1 is validated prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 99.88

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

81.2

Number of samples

231

Samples

Sample	Description	TPM
DO50785	37 years, male, NA, stage:4, dead, 90 days	334.9
DO45189	85 years, female, NA, stage:2, alive, 1200 days	249.5
DO45267	73 years, male, NA, stage:3, dead, 570 days	188.3
DO45259	65 years, male, NA, stage:3, alive, 330 days	184.9
DO23542	66 years, male, NA, stage:3, alive, 960 days	167.6
DO50802	49 years, male, NA, stage:2, alive, 930 days	167.1
DO45245	75 years, female, NA, stage:2, dead, 240 days	160.3
DO45269	59 years, male, NA, stage:3, alive, 750 days	145.4
DO48697	64 years, female, NA, stage:2, dead, 810 days	143.7
DO23515	71 years, male, NA, stage:2, alive, 1230 days	143.7
DO45145	78 years, male, NA, stage:3, dead, 60 days	141.9
DO45205	67 years, female, NA, stage:2, dead, 90 days	141.8
DO45185	89 years, male, NA, stage:2, alive, 600 days	134.5
DO23525	71 years, male, NA, stage:4, alive, 1050 days	133.4
DO48751	68 years, male, NA, stage:2, dead, 480 days	131.0
DO48681	57 years, male, NA, stage:2, alive, 900 days	128.7
DO45117	73 years, female, NA, stage:2, dead, 1110 days	127.3
DO48757	68 years, female, NA, stage:3, alive, 480 days	124.5
DO50809	56 years, male, NA, stage:3, dead, 720 days	123.2
DO23552	80 years, female, NA, stage:1, alive, 810 days	123.0
DO23526	66 years, male, NA, stage:3, alive, 1050 days	120.7
DO50815	62 years, male, NA, stage:3, alive, 150 days	120.7
DO23516	69 years, male, NA, stage:3, dead, 20 days	118.8
DO45299	70 years, female, NA, stage:1, alive, 1440 days	115.5
DO45221	75 years, female, NA, stage:4, dead, 390 days	113.2
DO45209	70 years, male, NA, stage:4, alive, 1350 days	112.4
DO23519	65 years, male, NA, stage:3, alive, 630 days	111.7
DO48730	73 years, female, NA, stage:2, alive, 630 days	111.5
DO45287	74 years, male, NA, stage:1, alive, 390 days	110.5
DO48732	73 years, male, NA, stage:3, alive, 630 days	110.2
DO23545	67 years, male, NA, stage:2, dead, 570 days	110.1
DO45217	69 years, female, NA, stage:3, dead, 270 days	109.5
DO45155	69 years, male, NA, stage:2, alive, 2160 days	109.2
DO23537	79 years, male, NA, stage:2, dead, 900 days	108.0
DO50806	70 years, male, NA, stage:4, alive, 540 days	107.8
DO45161	74 years, male, NA, stage:2, dead, 540 days	106.3
DO45275	65 years, male, NA, stage:3, dead, 10 days	106.1
DO50778	60 years, male, NA, stage:4, alive, 630 days	105.8
DO45297	61 years, female, NA, stage:4, dead, 1260 days	105.6
DO50855	47 years, male, NA, stage:2, alive, 570 days	105.3
DO48737	52 years, male, NA, stage:1, alive, 720 days	104.9
DO23513	76 years, male, NA, stage:3, alive, 1200 days	104.4
DO48682	72 years, female, NA, stage:3, dead, 120 days	103.1
DO45187	32 years, female, NA, stage:1, alive, 1260 days	102.9
DO45127	73 years, male, NA, stage:3, dead, 420 days	102.8
DO45199	86 years, female, NA, stage:2, alive, 1350 days	101.3
DO45211	76 years, male, NA, stage:3, alive, 240 days	101.2
DO45165	75 years, male, NA, stage:2, alive, 690 days	101.2
DO48741	64 years, male, NA, stage:3, alive, 240 days	100.8
DO45213	58 years, male, NA, stage:1, alive, 1200 days	100.6
DO45263	67 years, male, NA, stage:3, dead, 270 days	100.4
DO23529	72 years, male, NA, stage:4, alive, 930 days	99.3
DO45237	58 years, male, NA, stage:2, alive, 900 days	99.2
DO23533	61 years, male, NA, stage:2, alive, 900 days	98.7
DO45249	57 years, male, NA, stage:1, alive, 630 days	98.5
DO50799	66 years, female, NA, stage:2, alive, 540 days	97.8
DO48728	74 years, female, NA, stage:2, alive, 150 days	97.8
DO45307	54 years, female, NA, stage:4, dead, 240 days	96.6
DO45281	83 years, male, NA, stage:4, alive, 750 days	96.2
DO23521	63 years, male, NA, stage:3, alive, 1110 days	95.6
DO48695	77 years, male, NA, stage:2, alive, 720 days	95.5
DO23528	45 years, female, NA, stage:2, alive, 1020 days	95.2
DO50822	66 years, male, NA, stage:2, alive, 510 days	94.2
DO23508	79 years, female, NA, stage:2, alive, 390 days	94.1
DO48712	50 years, male, NA, stage:2, alive, 810 days	93.5
DO50844	75 years, male, NA, stage:4, alive, 300 days	93.4
DO45283	60 years, male, NA, stage:3, alive, 510 days	92.8
DO45193	68 years, female, NA, stage:4, dead, 120 days	91.4
DO45273	62 years, male, NA, stage:2, alive, 480 days	90.7
DO45093	71 years, male, NA, stage:2, dead, 720 days	90.4
DO48742	76 years, male, NA, stage:2, alive, 600 days	90.3
DO45257	46 years, male, NA, stage:3, alive, 810 days	89.6
DO45225	69 years, male, NA, stage:1, alive, 1050 days	88.3
DO48706	72 years, male, NA, stage:2, alive, 870 days	88.0
DO48719	80 years, male, NA, stage:2, alive, 690 days	87.8
DO48672	81 years, male, NA, stage:2, alive, 450 days	87.8
DO48747	62 years, male, NA, stage:3, alive, 540 days	87.4
DO48704	68 years, female, NA, stage:3, alive, 750 days	86.5
DO45137	38 years, male, NA, stage:1, alive, 1320 days	86.0
DO45163	76 years, male, NA, stage:2, alive, 960 days	86.0
DO48717	54 years, male, NA, stage:4, dead, 180 days	85.7
DO45289	78 years, female, NA, stage:3, alive, 360 days	85.5
DO45129	61 years, male, NA, stage:3, alive, 1470 days	85.3
DO48715	58 years, female, NA, stage:2, dead, 690 days	85.1
DO48677	58 years, male, NA, stage:3, alive, 1140 days	84.8
DO48727	81 years, female, NA, stage:2, dead, 390 days	84.0
DO45285	59 years, male, NA, stage:3, alive, 480 days	83.8
DO50857	72 years, male, NA, stage:2, alive, 210 days	83.3
DO45235	68 years, female, NA, stage:1, alive, 900 days	82.8
DO45096	69 years, male, NA, stage:2, dead, 1290 days	82.8
DO45121	61 years, male, NA, stage:3, alive, 1530 days	82.5
DO23514	64 years, male, NA, stage:2, alive, 1290 days	82.4
DO45175	74 years, male, NA, stage:2, alive, 1140 days	82.1
DO45247	31 years, female, NA, stage:2, alive, 210 days	82.0
DO45301	56 years, male, NA, stage:2, dead, 1440 days	82.0
DO45097	69 years, male, NA, stage:3, alive, 1620 days	81.3
DO50776	75 years, male, NA, stage:1, alive, 690 days	80.9
DO45239	42 years, male, NA, stage:2, alive, 870 days	80.7
DO45265	73 years, male, NA, stage:3, alive, 1020 days	80.4
DO50819	72 years, female, NA, stage:2, alive, 510 days	80.3
DO45197	51 years, male, NA, stage:2, alive, 1170 days	80.3
DO50791	79 years, female, NA, stage:1, dead, 480 days	80.1
DO45203	71 years, female, NA, stage:2, alive, 1170 days	79.5
DO23538	67 years, male, NA, stage:2, alive, 450 days	79.1
DO45171	56 years, male, NA, stage:3, alive, 600 days	78.7
DO50793	76 years, male, NA, stage:4, alive, 540 days	78.3
DO48736	76 years, female, NA, stage:1, alive, 600 days	78.3
DO45183	72 years, female, NA, stage:2, dead, 570 days	77.3
DO48701	78 years, male, NA, stage:2, alive, 780 days	77.1
DO50804	81 years, male, NA, stage:2, alive, 720 days	76.9
DO50840	49 years, male, NA, stage:2, alive, 330 days	76.8
DO23510	80 years, female, NA, stage:2, alive, 870 days	75.8
DO48700	78 years, female, NA, stage:2, alive, 810 days	75.8
DO45303	62 years, female, NA, stage:3, alive, 990 days	75.3
DO23530	53 years, male, NA, stage:4, dead, 180 days	75.0
DO45253	50 years, male, NA, stage:2, alive, 870 days	75.0
DO45135	77 years, male, NA, stage:1, alive, 1410 days	74.9
DO45227	57 years, female, NA, stage:2, alive, 1020 days	74.3
DO48759	73 years, male, NA, stage:3, alive, 720 days	73.8
DO45231	84 years, male, NA, stage:2, alive, 930 days	73.6
DO23524	71 years, female, NA, stage:2, alive, 1050 days	73.6
DO23539	77 years, male, NA, stage:1, alive, 1110 days	73.0
DO45139	63 years, male, NA, stage:3, alive, 1320 days	73.0
DO45277	64 years, male, NA, stage:3, alive, 600 days	72.7
DO45229	74 years, male, NA, stage:1, alive, 990 days	72.6
DO50805	72 years, male, NA, stage:2, alive, 690 days	71.8
DO45103	47 years, male, NA, stage:3, alive, 450 days	71.6
DO45251	57 years, female, NA, stage:2, alive, 900 days	71.4
DO23509	60 years, male, NA, stage:3, dead, 780 days	71.2
DO45255	81 years, male, NA, stage:3, alive, 720 days	71.2
DO50832	73 years, male, NA, stage:3, alive, 90 days	71.0
DO50811	62 years, male, NA, stage:1, alive, 450 days	70.7
DO45157	62 years, male, NA, stage:2, alive, 1980 days	70.7
DO50789	73 years, female, NA, stage:2, alive, 570 days	70.6
DO50817	75 years, male, NA, stage:2, alive, 390 days	70.5
DO23547	74 years, male, NA, stage:1, alive, 1020 days	70.2
DO23543	63 years, male, NA, stage:2, alive, 1020 days	69.9
DO45169	74 years, male, NA, stage:3, alive, 1350 days	69.1
DO23523	52 years, male, NA, stage:3, alive, 1080 days	69.0
DO45095	66 years, male, NA, stage:2, alive, 1620 days	68.7
DO48725	66 years, male, NA, stage:1, alive, 780 days	67.6
DO23548	78 years, female, NA, stage:1, alive, 840 days	67.5
DO45119	74 years, male, NA, stage:3, dead, 510 days	67.5
DO45261	74 years, male, NA, stage:3, alive, 990 days	67.2
DO50859	77 years, male, NA, stage:2, alive, 180 days	67.2
DO48743	69 years, female, NA, stage:2, alive, 570 days	67.0
DO45219	78 years, male, NA, stage:2, alive, 1080 days	67.0
DO23536	56 years, male, NA, stage:2, alive, 930 days	66.7
DO45123	78 years, female, NA, stage:2, dead, 570 days	66.5
DO50783	62 years, male, NA, stage:3, alive, 480 days	66.4
DO45149	70 years, female, NA, stage:2, alive, 1260 days	66.2
DO50829	78 years, male, NA, stage:3, alive, 570 days	66.1
DO48746	76 years, male, NA, stage:3, alive, 570 days	65.9
DO45141	73 years, male, NA, stage:2, alive, 1320 days	65.8
DO45305	66 years, male, NA, stage:4, alive, 300 days	65.6
DO23535	67 years, male, NA, stage:1, alive, 960 days	65.6
DO23541	65 years, male, NA, stage:2, alive, 930 days	65.1
DO48723	73 years, male, NA, stage:1, alive, 600 days	64.4
DO50800	74 years, male, NA, stage:2, alive, 510 days	63.9
DO50798	77 years, male, NA, stage:3, dead, 30 days	63.9
DO45143	69 years, male, NA, stage:3, alive, 1290 days	63.3
DO48716	71 years, male, NA, stage:2, alive, 720 days	63.0
DO45207	68 years, male, NA, stage:1, alive, 1050 days	62.8
DO45153	77 years, female, NA, stage:2, alive, 1380 days	62.4
DO45113	58 years, male, NA, stage:3, alive, 1560 days	61.8
DO50814	83 years, male, NA, stage:3, alive, 420 days	61.6
DO50820	77 years, female, NA, stage:3, alive, 510 days	60.7
DO45233	83 years, male, NA, stage:3, alive, 900 days	60.6
DO48761	55 years, male, NA, stage:2, alive, 870 days	60.5
DO50787	63 years, male, NA, stage:3, alive, 480 days	60.0
DO23534	60 years, male, NA, stage:2, alive, 840 days	59.9
DO227801	77 years, female, NA, stage:1, alive, 660 days	59.9
DO50813	56 years, male, NA, stage:2, alive, 420 days	59.5
DO45099	46 years, male, NA, stage:3, alive, 1590 days	58.8
DO45223	67 years, male, NA, stage:4, alive, 1020 days	58.7
DO45173	63 years, male, NA, stage:3, alive, 1170 days	58.6
DO45177	81 years, female, NA, stage:3, alive, 1260 days	58.6
DO45241	49 years, male, NA, stage:1, alive, 1080 days	58.5
DO45133	64 years, male, NA, stage:3, dead, 660 days	58.4
DO50818	65 years, male, NA, stage:2, alive, 510 days	58.0
DO45279	67 years, male, NA, stage:3, alive, 1290 days	57.9
DO45191	61 years, female, NA, stage:2, alive, 1200 days	57.6
DO45201	49 years, male, NA, stage:1, alive, 900 days	56.8
DO50807	67 years, male, NA, stage:1, alive, 540 days	56.7
DO50850	74 years, male, NA, stage:3, alive, 720 days	56.6
DO48720	62 years, female, NA, stage:2, alive, 570 days	56.2
DO45109	63 years, male, NA, stage:2, alive, 1590 days	56.2
DO50816	63 years, male, NA, stage:2, alive, 390 days	55.4
DO48733	72 years, male, NA, stage:2, alive, 600 days	55.3
DO45179	78 years, female, NA, stage:2, alive, 600 days	54.5
DO23546	63 years, male, NA, stage:2, alive, 1050 days	53.3
DO45243	74 years, female, NA, stage:3, alive, 930 days	53.1
DO50839	47 years, female, NA, stage:3, alive, 330 days	52.0
DO45159	65 years, male, NA, stage:3, alive, 1470 days	51.9
DO23550	69 years, male, NA, stage:1, alive, 990 days	51.7
DO23518	67 years, male, NA, stage:2, alive, 1320 days	51.2
DO45131	53 years, male, NA, stage:4, dead, 360 days	51.2
DO50825	70 years, male, NA, stage:2, alive, 390 days	50.7
DO45092	62 years, male, NA, stage:4, dead, 1200 days	50.4
DO45107	63 years, female, NA, stage:2, alive, 1710 days	50.2
DO45094	76 years, male, NA, stage:3, alive, 1650 days	48.5
DO50803	62 years, female, NA, stage:1, alive, 540 days	48.5
DO48721	58 years, female, NA, stage:1, alive, 900 days	48.3
DO45091	56 years, male, NA, stage:2, dead, 1320 days	48.1
DO23517	62 years, male, NA, stage:2, alive, 1200 days	48.0
DO45105	61 years, male, NA, stage:1, alive, 1680 days	47.4
DO45195	62 years, male, NA, stage:1, alive, 390 days	47.4
DO23544	67 years, male, NA, stage:2, alive, 960 days	47.3
DO48760	70 years, female, NA, stage:2, alive, 690 days	47.1
DO23549	74 years, male, NA, stage:3, alive, 990 days	46.6
DO45125	58 years, male, NA, stage:3, alive, 1680 days	45.8
DO23512	60 years, male, NA, stage:1, alive, 1260 days	45.8
DO50845	72 years, male, NA, stage:3, alive, 210 days	45.1
DO45215	65 years, male, NA, stage:2, alive, 1170 days	44.5
DO48693	71 years, male, NA, stage:2, alive, 900 days	44.3
DO23527	72 years, male, NA, stage:1, alive, 1050 days	43.7
DO23531	78 years, female, NA, stage:3, alive, 900 days	43.6
DO45181	84 years, female, NA, stage:2, alive, 1200 days	43.6
DO50774	68 years, female, NA, stage:2, alive, 720 days	43.4
DO45101	63 years, male, NA, stage:2, alive, 1680 days	43.1
DO48679	72 years, male, NA, stage:2, alive, 1200 days	42.9
DO227643	79 years, male, NA, stage:2, alive, 1260 days	42.6
DO45111	74 years, male, NA, stage:2, alive, 1590 days	39.1
DO48674	80 years, male, NA, stage:2, alive, 1260 days	38.9
DO23532	71 years, female, NA, stage:1, alive, 960 days	38.1
DO50808	68 years, male, NA, stage:2, alive, 570 days	38.0
DO45115	81 years, male, NA, stage:2, alive, 840 days	37.5
DO23551	73 years, male, NA, stage:3, dead, 150 days	36.3
DO23540	73 years, male, NA, stage:1, alive, 750 days	33.3
DO23511	83 years, female, NA, stage:3, dead, 180 days	30.1
DO45167	67 years, male, NA, stage:2, dead, 1440 days	27.1
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
685	Tumor	1.0
465	Tumor	1.0
131	Tumor	0.9
743	Tumor	0.9
525	Tumor	0.8
112	Tumor	0.8
635	Tumor	0.7
571	Tumor	0.6
313	Tumor	0.6
813	Tumor	0.6
661	Tumor	0.6
285	Tumor	0.6
983	Tumor	0.6
545	Tumor	0.6
357	Tumor	0.5
135	Tumor	0.5
695	Tumor	0.5
483	Tumor	0.5
715	Tumor	0.5
227	Tumor	0.5
777	Tumor	0.4
411	Tumor	0.4
727	Tumor	0.4
277	Tumor	0.4
815	Tumor	0.4
881	Tumor	0.4
477	Tumor	0.4
343	Tumor	0.4
425	Tumor	0.4
431	Tumor	0.4
375	Tumor	0.4
975	Tumor	0.4
395	Tumor	0.4
737	Tumor	0.4
965	Tumor	0.4
527	Tumor	0.3
497	Tumor	0.3
385	Tumor	0.3
967	Tumor	0.3
921	Tumor	0.3
427	Tumor	0.3
267	Tumor	0.3
455	Tumor	0.3
445	Tumor	0.3
663	Tumor	0.3
865	Tumor	0.3
331	Tumor	0.3
413	Tumor	0.2
363	Tumor	0.2
741	Tumor	0.2
977	Tumor	0.2
1031	Tumor	0.2
221	Tumor	0.2
447	Tumor	0.2
355	Tumor	0.2
493	Tumor	0.2
461	Tumor	0.2
1041	Tumor	0.2
814	Normal	0.2
185	Tumor	0.2
523	Tumor	0.2
883	Tumor	0.2
161	Tumor	0.2
513	Tumor	0.2
297	Tumor	0.2
877	Tumor	0.2
1013	Tumor	0.2
391	Tumor	0.2
535	Tumor	0.2
127	Tumor	0.2
383	Tumor	0.2
271	Tumor	0.1
817	Tumor	0.1
261	Tumor	0.1
367	Tumor	0.1
951	Tumor	0.1
314	Normal	0.1
873	Tumor	0.1
223	Tumor	0.1
311	Tumor	0.1
713	Tumor	0.1
937	Tumor	0.1
923	Tumor	0.1
423	Tumor	0.1
1021	Tumor	0.1
443	Tumor	0.1
123	Tumor	0.1
721	Tumor	0.1
487	Tumor	0.1
393	Tumor	0.1
1027	Tumor	0.1
332	Normal	0.1
744	Normal	0.1
953	Tumor	0.1
471	Tumor	0.1
981	Tumor	0.0
473	Tumor	0.0
125	Tumor	0.0
515	Tumor	0.0
283	Tumor	0.0
298	Normal	0.0
557	Tumor	0.0
537	Tumor	0.0
421	Tumor	0.0
451	Tumor	0.0
1045	Tumor	0.0
141	Tumor	0.0
217	Tumor	0.0
463	Tumor	0.0
1025	Tumor	0.0
213	Tumor	0.0
917	Tumor	0.0
192	Normal	0.0
1015	Tumor	0.0
137	Tumor	0.0
435	Tumor	0.0
615	Tumor	0.0
113	Tumor	0.0
867	Tumor	0.0
327	Tumor	0.0
128	Normal	0.0
387	Tumor	0.0
268	Normal	-0.1
162	Normal	-0.1
963	Tumor	-0.1
433	Tumor	-0.1
943	Tumor	-0.1
344	Normal	-0.1
533	Tumor	-0.1
462	Normal	-0.1
312	Normal	-0.1
491	Tumor	-0.1
467	Tumor	-0.1
351	Tumor	-0.1
955	Tumor	-0.1
286	Normal	-0.1
278	Normal	-0.1
746	Normal	-0.1
365	Tumor	-0.1
957	Tumor	-0.1
342	Normal	-0.1
126	Normal	-0.1
636	Normal	-0.1
222	Normal	-0.1
195	Tumor	-0.1
142	Normal	-0.1
412	Normal	-0.1
187	Tumor	-0.1
218	Normal	-0.1
861	Tumor	-0.1
517	Tumor	-0.1
878	Normal	-0.1
361	Tumor	-0.1
938	Normal	-0.1
671	Tumor	-0.1
627	Tumor	-0.1
466	Normal	-0.1
436	Normal	-0.1
738	Normal	-0.1
186	Normal	-0.1
686	Normal	-0.1
488	Normal	-0.1
146	Normal	-0.1
188	Normal	-0.1
124	Normal	-0.1
785	Tumor	-0.1
516	Normal	-0.2
191	Tumor	-0.2
641	Tumor	-0.2
484	Normal	-0.2
231	Tumor	-0.2
553	Tumor	-0.2
664	Normal	-0.2
145	Tumor	-0.2
498	Normal	-0.2
482	Normal	-0.2
392	Normal	-0.2
492	Normal	-0.2
196	Normal	-0.2
665	Tumor	-0.2
538	Normal	-0.2
1014	Normal	-0.2
444	Normal	-0.2
823	Tumor	-0.2
214	Normal	-0.2
563	Tumor	-0.2
224	Normal	-0.2
1028	Normal	-0.2
915	Tumor	-0.2
366	Normal	-0.2
172	Normal	-0.2
364	Normal	-0.2
136	Normal	-0.2
472	Normal	-0.2
778	Normal	-0.2
714	Normal	-0.2
114	Normal	-0.2
368	Normal	-0.2
982	Normal	-0.2
716	Normal	-0.2
148	Normal	-0.2
911	Tumor	-0.2
386	Normal	-0.2
111	Normal	-0.2
857	Tumor	-0.2
984	Normal	-0.2
617	Tumor	-0.2
394	Normal	-0.2
384	Normal	-0.2
1032	Normal	-0.2
138	Normal	-0.2
474	Normal	-0.2
954	Normal	-0.2
132	Normal	-0.2
524	Normal	-0.2
546	Normal	-0.2
568	Normal	-0.2
452	Normal	-0.2
434	Normal	-0.2
858	Normal	-0.2
742	Normal	-0.2
376	Normal	-0.2
284	Normal	-0.2
534	Normal	-0.2
755	Tumor	-0.2
446	Normal	-0.2
672	Normal	-0.2
816	Normal	-0.2
882	Normal	-0.2
696	Normal	-0.2
924	Normal	-0.2
212	Normal	-0.2
272	Normal	-0.2
1026	Normal	-0.2
698	Normal	-0.2
432	Normal	-0.2
514	Normal	-0.2
211	Tumor	-0.3
353	Tumor	-0.3
456	Normal	-0.3
448	Normal	-0.3
922	Normal	-0.3
916	Normal	-0.3
666	Normal	-0.3
526	Normal	-0.3
914	Normal	-0.3
494	Normal	-0.3
662	Normal	-0.3
1022	Normal	-0.3
358	Normal	-0.3
356	Normal	-0.3
478	Normal	-0.3
415	Tumor	-0.3
944	Normal	-0.3
968	Normal	-0.3
426	Normal	-0.3
616	Normal	-0.3
572	Normal	-0.3
262	Normal	-0.3
257	Tumor	-0.3
824	Normal	-0.3
258	Normal	-0.3
1042	Normal	-0.3
722	Normal	-0.3
952	Normal	-0.3
536	Normal	-0.3
388	Normal	-0.3
862	Normal	-0.3
573	Tumor	-0.3
956	Normal	-0.3
874	Normal	-0.3
1016	Normal	-0.3
481	Tumor	-0.3
628	Normal	-0.3
468	Normal	-0.3
723	Tumor	-0.3
228	Normal	-0.3
464	Normal	-0.3
618	Normal	-0.3
745	Tumor	-0.3
396	Normal	-0.3
362	Normal	-0.3
976	Normal	-0.3
341	Tumor	-0.3
697	Tumor	-0.3
642	Normal	-0.3
818	Normal	-0.3
518	Normal	-0.4
1043	Tumor	-0.4
416	Normal	-0.4
866	Normal	-0.4
851	Tumor	-0.4
232	Normal	-0.4
884	Normal	-0.4
558	Normal	-0.4
786	Normal	-0.4
352	Normal	-0.4
724	Normal	-0.4
422	Normal	-0.4
574	Normal	-0.4
328	Normal	-0.4
564	Normal	-0.4
864	Normal	-0.4
428	Normal	-0.4
424	Normal	-0.4
756	Normal	-0.4
868	Normal	-0.4
913	Tumor	-0.4
863	Tumor	-0.4
966	Normal	-0.4
648	Normal	-0.4
1046	Normal	-0.4
354	Normal	-0.4
852	Normal	-0.4
554	Normal	-0.4
964	Normal	-0.4
926	Normal	-0.4
728	Normal	-0.4
414	Normal	-0.4
171	Tumor	-0.5
1044	Normal	-0.5
567	Tumor	-0.5
918	Normal	-0.5
147	Tumor	-0.5
528	Normal	-0.5
978	Normal	-0.5
925	Tumor	-0.6
958	Normal	-0.6
912	Normal	-0.6
647	Tumor	-0.6
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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 HPA002564	Antibody CAB004294	Antibody CAB047307
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