Expression of CPS1 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

CPS1 is validated prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.33

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 pTPM

133.0

Number of samples

362

Samples

Sample	Description	pTPM
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	1361.6
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	1233.9
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	1228.6
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	1147.6
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	1063.3
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	1027.6
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	874.8
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	870.9
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	857.5
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	792.9
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	765.9
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	723.4
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	697.8
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	646.5
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	630.3
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	613.7
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	603.1
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	578.4
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	550.9
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	546.6
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	529.0
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	524.3
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	499.1
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	490.8
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	470.3
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	468.2
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	465.0
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	463.1
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	455.6
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	454.5
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	441.4
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	433.1
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	429.5
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	415.6
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	413.4
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	409.3
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	408.6
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	407.2
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	373.0
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	351.3
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	341.0
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	338.8
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	338.2
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	337.8
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	322.6
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	318.8
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	311.1
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	310.0
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	309.8
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	309.8
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	305.7
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	294.3
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	289.9
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	285.8
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	283.9
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	283.8
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	283.6
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	280.2
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	275.4
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	270.7
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	270.0
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	268.0
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	265.0
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	256.3
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	256.0
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	254.3
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	249.9
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	245.5
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	237.7
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	231.9
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	230.1
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	228.0
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	224.6
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	221.7
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	219.9
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	219.4
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	218.4
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	214.8
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	211.4
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	208.8
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	207.7
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	206.1
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	204.5
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	199.7
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	199.0
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	198.0
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	197.1
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	195.8
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	194.2
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	181.0
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	177.2
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	174.1
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	173.0
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	171.0
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	169.1
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	167.5
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	164.7
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	157.9
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	154.8
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	148.8
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	148.6
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	147.7
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	145.8
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	145.4
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	145.2
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	143.6
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	139.5
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	139.2
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	129.7
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	128.6
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	128.5
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	121.1
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	119.2
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	118.3
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	115.6
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	114.7
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	113.1
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	106.9
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	103.4
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	102.8
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	102.6
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	102.2
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	102.1
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	101.7
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	100.4
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	99.3
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	98.9
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	97.2
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	92.4
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	91.8
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	88.8
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	86.9
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	83.2
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	81.8
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	81.3
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	80.1
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	78.8
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	77.3
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	75.3
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	72.9
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	72.6
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	72.3
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	70.2
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	67.3
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	64.0
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	60.8
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	60.4
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	59.0
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	58.5
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	57.5
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	56.1
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	55.9
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	55.7
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	55.0
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	50.8
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	49.9
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	49.3
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	48.8
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	47.7
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	47.5
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	47.3
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	46.0
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	45.9
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	45.7
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	45.2
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	44.5
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	43.8
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	43.6
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	43.3
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	43.2
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	42.9
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	42.3
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	42.0
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	41.8
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	40.7
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	40.1
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	40.0
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	39.6
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	38.8
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	38.5
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	37.1
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	36.7
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	35.8
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	33.8
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	33.4
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	33.2
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	32.2
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	32.1
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	31.4
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	31.3
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	30.6
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	30.3
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	30.1
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	29.4
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	29.4
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	29.0
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	28.3
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	27.9
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	27.3
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	27.2
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	26.7
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	25.6
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	25.2
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	24.8
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	24.6
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	22.2
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	20.9
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	20.8
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	20.6
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	19.7
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	19.7
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	19.6
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	19.6
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	19.1
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	18.8
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	18.3
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	18.2
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	18.1
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	17.8
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	17.7
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	17.2
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	17.0
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	16.1
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	16.1
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	16.0
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	15.3
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	15.1
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	14.9
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	14.5
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	14.1
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	14.1
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	14.0
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	14.0
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	13.7
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	13.1
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	13.0
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	13.0
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	12.5
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	12.0
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	11.9
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	11.4
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	10.9
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	10.8
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	10.2
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	10.0
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	9.6
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	9.4
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	9.2
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	9.0
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	9.0
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	8.8
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	8.4
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	7.2
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	6.9
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	6.6
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	6.6
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	6.1
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	6.0
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	5.9
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	5.8
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	5.4
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	5.1
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	4.7
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	4.5
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	4.4
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	4.1
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	3.6
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	3.5
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	3.3
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	3.3
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	2.9
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	2.9
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	2.8
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	2.8
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	2.6
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	2.5
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	2.4
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	2.4
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	2.2
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	2.1
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	2.0
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	2.0
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	1.9
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	1.9
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	1.8
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	1.5
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	1.4
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	1.4
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	1.4
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	1.2
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	1.2
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	1.1
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	1.1
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	1.0
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	1.0
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	1.0
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	0.9
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	0.9
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	0.9
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	0.9
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	0.9
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	0.7
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	0.7
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	0.7
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	0.7
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	0.7
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	0.7
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	0.6
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	0.6
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	0.6
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	0.5
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	0.5
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	0.5
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	0.5
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	0.5
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	0.5
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	0.5
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	0.5
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	0.5
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	0.4
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	0.4
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	0.4
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	0.4
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	0.4
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	0.4
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	0.4
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	0.3
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	0.3
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	0.3
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	0.3
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	0.3
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	0.2
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	0.2
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	0.2
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	0.2
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	0.2
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	0.2
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	0.2
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	0.2
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	0.2
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	0.2
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	0.1
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	0.1
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	0.1
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	0.1
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	0.1
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	0.1
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	0.1
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	0.1
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	0.1
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	0.1
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	0.1
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	0.1
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	0.1
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	0.1
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	0.0
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	0.0
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	0.0
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	0.0
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	0.0
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	0.0
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	0.0
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CPS1 is validated prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 63.57

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 pTPM

775.8

Number of samples

231

Samples

Sample	Description	pTPM
DO45117	73 years, female, NA, stage:2, dead, 1110 days	4886.2
DO45133	64 years, male, NA, stage:3, dead, 660 days	4260.6
DO23509	60 years, male, NA, stage:3, dead, 780 days	3723.2
DO23528	45 years, female, NA, stage:2, alive, 1020 days	3617.7
DO23543	63 years, male, NA, stage:2, alive, 1020 days	3370.2
DO45175	74 years, male, NA, stage:2, alive, 1140 days	3318.4
DO45197	51 years, male, NA, stage:2, alive, 1170 days	3026.7
DO45253	50 years, male, NA, stage:2, alive, 870 days	2910.7
DO45099	46 years, male, NA, stage:3, alive, 1590 days	2879.0
DO45096	69 years, male, NA, stage:2, dead, 1290 days	2825.7
DO45123	78 years, female, NA, stage:2, dead, 570 days	2794.8
DO50817	75 years, male, NA, stage:2, alive, 390 days	2790.7
DO45111	74 years, male, NA, stage:2, alive, 1590 days	2730.5
DO50857	72 years, male, NA, stage:2, alive, 210 days	2691.8
DO45091	56 years, male, NA, stage:2, dead, 1320 days	2647.2
DO45235	68 years, female, NA, stage:1, alive, 900 days	2377.4
DO50798	77 years, male, NA, stage:3, dead, 30 days	2333.3
DO23514	64 years, male, NA, stage:2, alive, 1290 days	2325.2
DO48721	58 years, female, NA, stage:1, alive, 900 days	2241.7
DO23538	67 years, male, NA, stage:2, alive, 450 days	2234.2
DO50840	49 years, male, NA, stage:2, alive, 330 days	2230.4
DO23533	61 years, male, NA, stage:2, alive, 900 days	2129.9
DO23549	74 years, male, NA, stage:3, alive, 990 days	2036.9
DO23550	69 years, male, NA, stage:1, alive, 990 days	2006.6
DO227643	79 years, male, NA, stage:2, alive, 1260 days	1985.8
DO45121	61 years, male, NA, stage:3, alive, 1530 days	1930.1
DO23536	56 years, male, NA, stage:2, alive, 930 days	1842.1
DO23513	76 years, male, NA, stage:3, alive, 1200 days	1803.0
DO23537	79 years, male, NA, stage:2, dead, 900 days	1763.2
DO50804	81 years, male, NA, stage:2, alive, 720 days	1757.1
DO23541	65 years, male, NA, stage:2, alive, 930 days	1749.3
DO48677	58 years, male, NA, stage:3, alive, 1140 days	1743.2
DO45261	74 years, male, NA, stage:3, alive, 990 days	1720.3
DO45105	61 years, male, NA, stage:1, alive, 1680 days	1695.9
DO45227	57 years, female, NA, stage:2, alive, 1020 days	1649.1
DO50789	73 years, female, NA, stage:2, alive, 570 days	1641.1
DO23527	72 years, male, NA, stage:1, alive, 1050 days	1599.4
DO45225	69 years, male, NA, stage:1, alive, 1050 days	1587.1
DO48719	80 years, male, NA, stage:2, alive, 690 days	1567.7
DO45237	58 years, male, NA, stage:2, alive, 900 days	1422.0
DO48760	70 years, female, NA, stage:2, alive, 690 days	1403.7
DO50807	67 years, male, NA, stage:1, alive, 540 days	1347.3
DO48727	81 years, female, NA, stage:2, dead, 390 days	1307.6
DO23545	67 years, male, NA, stage:2, dead, 570 days	1256.9
DO50825	70 years, male, NA, stage:2, alive, 390 days	1251.6
DO50818	65 years, male, NA, stage:2, alive, 510 days	1232.7
DO23548	78 years, female, NA, stage:1, alive, 840 days	1228.6
DO45171	56 years, male, NA, stage:3, alive, 600 days	1226.0
DO48743	69 years, female, NA, stage:2, alive, 570 days	1222.3
DO45129	61 years, male, NA, stage:3, alive, 1470 days	1205.4
DO50800	74 years, male, NA, stage:2, alive, 510 days	1191.3
DO23542	66 years, male, NA, stage:3, alive, 960 days	1187.7
DO23534	60 years, male, NA, stage:2, alive, 840 days	1161.6
DO50816	63 years, male, NA, stage:2, alive, 390 days	1160.8
DO45207	68 years, male, NA, stage:1, alive, 1050 days	1150.2
DO50859	77 years, male, NA, stage:2, alive, 180 days	1139.3
DO50791	79 years, female, NA, stage:1, dead, 480 days	1124.1
DO45181	84 years, female, NA, stage:2, alive, 1200 days	1117.1
DO45113	58 years, male, NA, stage:3, alive, 1560 days	1096.1
DO23518	67 years, male, NA, stage:2, alive, 1320 days	1089.7
DO50809	56 years, male, NA, stage:3, dead, 720 days	1080.8
DO45203	71 years, female, NA, stage:2, alive, 1170 days	1078.8
DO48693	71 years, male, NA, stage:2, alive, 900 days	1072.8
DO48742	76 years, male, NA, stage:2, alive, 600 days	1048.1
DO45107	63 years, female, NA, stage:2, alive, 1710 days	1047.3
DO50832	73 years, male, NA, stage:3, alive, 90 days	1046.8
DO45177	81 years, female, NA, stage:3, alive, 1260 days	1045.7
DO45157	62 years, male, NA, stage:2, alive, 1980 days	1001.2
DO23531	78 years, female, NA, stage:3, alive, 900 days	996.5
DO45163	76 years, male, NA, stage:2, alive, 960 days	994.2
DO45195	62 years, male, NA, stage:1, alive, 390 days	963.4
DO45125	58 years, male, NA, stage:3, alive, 1680 days	959.2
DO23529	72 years, male, NA, stage:4, alive, 930 days	956.6
DO45255	81 years, male, NA, stage:3, alive, 720 days	949.3
DO23552	80 years, female, NA, stage:1, alive, 810 days	946.6
DO48695	77 years, male, NA, stage:2, alive, 720 days	938.5
DO50820	77 years, female, NA, stage:3, alive, 510 days	930.1
DO45257	46 years, male, NA, stage:3, alive, 810 days	905.3
DO50813	56 years, male, NA, stage:2, alive, 420 days	896.7
DO45153	77 years, female, NA, stage:2, alive, 1380 days	890.3
DO45103	47 years, male, NA, stage:3, alive, 450 days	851.3
DO45101	63 years, male, NA, stage:2, alive, 1680 days	843.0
DO45215	65 years, male, NA, stage:2, alive, 1170 days	836.0
DO50844	75 years, male, NA, stage:4, alive, 300 days	832.5
DO48759	73 years, male, NA, stage:3, alive, 720 days	811.4
DO45179	78 years, female, NA, stage:2, alive, 600 days	792.0
DO50774	68 years, female, NA, stage:2, alive, 720 days	788.3
DO50803	62 years, female, NA, stage:1, alive, 540 days	784.4
DO48704	68 years, female, NA, stage:3, alive, 750 days	772.9
DO48674	80 years, male, NA, stage:2, alive, 1260 days	760.5
DO45141	73 years, male, NA, stage:2, alive, 1320 days	752.3
DO23539	77 years, male, NA, stage:1, alive, 1110 days	744.0
DO48706	72 years, male, NA, stage:2, alive, 870 days	730.4
DO45167	67 years, male, NA, stage:2, dead, 1440 days	728.6
DO45161	74 years, male, NA, stage:2, dead, 540 days	707.5
DO45217	69 years, female, NA, stage:3, dead, 270 days	696.2
DO50814	83 years, male, NA, stage:3, alive, 420 days	689.9
DO50793	76 years, male, NA, stage:4, alive, 540 days	688.9
DO48715	58 years, female, NA, stage:2, dead, 690 days	680.0
DO48716	71 years, male, NA, stage:2, alive, 720 days	673.6
DO50787	63 years, male, NA, stage:3, alive, 480 days	662.2
DO48681	57 years, male, NA, stage:2, alive, 900 days	646.2
DO48746	76 years, male, NA, stage:3, alive, 570 days	643.0
DO50819	72 years, female, NA, stage:2, alive, 510 days	636.2
DO45095	66 years, male, NA, stage:2, alive, 1620 days	610.5
DO45169	74 years, male, NA, stage:3, alive, 1350 days	590.6
DO50799	66 years, female, NA, stage:2, alive, 540 days	584.8
DO23551	73 years, male, NA, stage:3, dead, 150 days	559.4
DO45281	83 years, male, NA, stage:4, alive, 750 days	555.9
DO45094	76 years, male, NA, stage:3, alive, 1650 days	543.5
DO45247	31 years, female, NA, stage:2, alive, 210 days	542.1
DO48741	64 years, male, NA, stage:3, alive, 240 days	535.2
DO45097	69 years, male, NA, stage:3, alive, 1620 days	511.7
DO48736	76 years, female, NA, stage:1, alive, 600 days	508.5
DO45119	74 years, male, NA, stage:3, dead, 510 days	482.6
DO45241	49 years, male, NA, stage:1, alive, 1080 days	466.0
DO45231	84 years, male, NA, stage:2, alive, 930 days	459.3
DO48701	78 years, male, NA, stage:2, alive, 780 days	434.7
DO45109	63 years, male, NA, stage:2, alive, 1590 days	417.0
DO45187	32 years, female, NA, stage:1, alive, 1260 days	408.1
DO23508	79 years, female, NA, stage:2, alive, 390 days	398.4
DO48761	55 years, male, NA, stage:2, alive, 870 days	395.4
DO45213	58 years, male, NA, stage:1, alive, 1200 days	395.3
DO45139	63 years, male, NA, stage:3, alive, 1320 days	366.0
DO45223	67 years, male, NA, stage:4, alive, 1020 days	361.2
DO23517	62 years, male, NA, stage:2, alive, 1200 days	345.8
DO23532	71 years, female, NA, stage:1, alive, 960 days	344.5
DO23546	63 years, male, NA, stage:2, alive, 1050 days	324.3
DO50776	75 years, male, NA, stage:1, alive, 690 days	315.3
DO50815	62 years, male, NA, stage:3, alive, 150 days	312.5
DO23544	67 years, male, NA, stage:2, alive, 960 days	310.8
DO45191	61 years, female, NA, stage:2, alive, 1200 days	303.6
DO45265	73 years, male, NA, stage:3, alive, 1020 days	298.8
DO50802	49 years, male, NA, stage:2, alive, 930 days	298.2
DO48732	73 years, male, NA, stage:3, alive, 630 days	293.1
DO48730	73 years, female, NA, stage:2, alive, 630 days	289.7
DO23525	71 years, male, NA, stage:4, alive, 1050 days	278.6
DO50829	78 years, male, NA, stage:3, alive, 570 days	272.6
DO45201	49 years, male, NA, stage:1, alive, 900 days	254.7
DO48757	68 years, female, NA, stage:3, alive, 480 days	240.6
DO23524	71 years, female, NA, stage:2, alive, 1050 days	237.4
DO50839	47 years, female, NA, stage:3, alive, 330 days	232.0
DO23530	53 years, male, NA, stage:4, dead, 180 days	223.3
DO45115	81 years, male, NA, stage:2, alive, 840 days	213.4
DO45221	75 years, female, NA, stage:4, dead, 390 days	212.3
DO50845	72 years, male, NA, stage:3, alive, 210 days	211.1
DO48700	78 years, female, NA, stage:2, alive, 810 days	206.2
DO48679	72 years, male, NA, stage:2, alive, 1200 days	205.0
DO227801	77 years, female, NA, stage:1, alive, 660 days	204.4
DO48725	66 years, male, NA, stage:1, alive, 780 days	202.9
DO48720	62 years, female, NA, stage:2, alive, 570 days	202.5
DO48737	52 years, male, NA, stage:1, alive, 720 days	196.4
DO45165	75 years, male, NA, stage:2, alive, 690 days	193.9
DO48723	73 years, male, NA, stage:1, alive, 600 days	189.3
DO23535	67 years, male, NA, stage:1, alive, 960 days	184.5
DO45199	86 years, female, NA, stage:2, alive, 1350 days	177.7
DO45127	73 years, male, NA, stage:3, dead, 420 days	175.7
DO45173	63 years, male, NA, stage:3, alive, 1170 days	173.3
DO45219	78 years, male, NA, stage:2, alive, 1080 days	162.9
DO45229	74 years, male, NA, stage:1, alive, 990 days	156.6
DO50808	68 years, male, NA, stage:2, alive, 570 days	150.2
DO45149	70 years, female, NA, stage:2, alive, 1260 days	149.3
DO23521	63 years, male, NA, stage:3, alive, 1110 days	147.4
DO50783	62 years, male, NA, stage:3, alive, 480 days	142.6
DO45273	62 years, male, NA, stage:2, alive, 480 days	136.0
DO50785	37 years, male, NA, stage:4, dead, 90 days	132.3
DO45243	74 years, female, NA, stage:3, alive, 930 days	129.7
DO45239	42 years, male, NA, stage:2, alive, 870 days	125.6
DO48733	72 years, male, NA, stage:2, alive, 600 days	119.6
DO45233	83 years, male, NA, stage:3, alive, 900 days	118.3
DO23512	60 years, male, NA, stage:1, alive, 1260 days	117.9
DO48728	74 years, female, NA, stage:2, alive, 150 days	117.1
DO45245	75 years, female, NA, stage:2, dead, 240 days	115.4
DO45092	62 years, male, NA, stage:4, dead, 1200 days	98.0
DO45251	57 years, female, NA, stage:2, alive, 900 days	95.8
DO45135	77 years, male, NA, stage:1, alive, 1410 days	94.7
DO45209	70 years, male, NA, stage:4, alive, 1350 days	89.0
DO45249	57 years, male, NA, stage:1, alive, 630 days	76.7
DO50806	70 years, male, NA, stage:4, alive, 540 days	66.7
DO23547	74 years, male, NA, stage:1, alive, 1020 days	64.3
DO48682	72 years, female, NA, stage:3, dead, 120 days	62.9
DO45193	68 years, female, NA, stage:4, dead, 120 days	58.6
DO45267	73 years, male, NA, stage:3, dead, 570 days	55.6
DO45183	72 years, female, NA, stage:2, dead, 570 days	51.7
DO23510	80 years, female, NA, stage:2, alive, 870 days	50.3
DO45263	67 years, male, NA, stage:3, dead, 270 days	49.7
DO48697	64 years, female, NA, stage:2, dead, 810 days	48.8
DO23511	83 years, female, NA, stage:3, dead, 180 days	43.8
DO23515	71 years, male, NA, stage:2, alive, 1230 days	41.8
DO50805	72 years, male, NA, stage:2, alive, 690 days	40.8
DO50822	66 years, male, NA, stage:2, alive, 510 days	39.9
DO45131	53 years, male, NA, stage:4, dead, 360 days	38.5
DO45185	89 years, male, NA, stage:2, alive, 600 days	37.8
DO45159	65 years, male, NA, stage:3, alive, 1470 days	34.7
DO48712	50 years, male, NA, stage:2, alive, 810 days	30.1
DO45287	74 years, male, NA, stage:1, alive, 390 days	22.8
DO50850	74 years, male, NA, stage:3, alive, 720 days	22.4
DO48717	54 years, male, NA, stage:4, dead, 180 days	19.8
DO45155	69 years, male, NA, stage:2, alive, 2160 days	17.8
DO45301	56 years, male, NA, stage:2, dead, 1440 days	17.6
DO48672	81 years, male, NA, stage:2, alive, 450 days	16.4
DO23540	73 years, male, NA, stage:1, alive, 750 days	11.5
DO23526	66 years, male, NA, stage:3, alive, 1050 days	10.8
DO45305	66 years, male, NA, stage:4, alive, 300 days	10.5
DO23516	69 years, male, NA, stage:3, dead, 20 days	8.7
DO45137	38 years, male, NA, stage:1, alive, 1320 days	7.8
DO45143	69 years, male, NA, stage:3, alive, 1290 days	6.2
DO45297	61 years, female, NA, stage:4, dead, 1260 days	5.6
DO45275	65 years, male, NA, stage:3, dead, 10 days	5.6
DO50778	60 years, male, NA, stage:4, alive, 630 days	5.4
DO48747	62 years, male, NA, stage:3, alive, 540 days	5.4
DO45269	59 years, male, NA, stage:3, alive, 750 days	5.1
DO45303	62 years, female, NA, stage:3, alive, 990 days	5.0
DO50855	47 years, male, NA, stage:2, alive, 570 days	4.5
DO45211	76 years, male, NA, stage:3, alive, 240 days	4.3
DO45279	67 years, male, NA, stage:3, alive, 1290 days	4.1
DO45205	67 years, female, NA, stage:2, dead, 90 days	3.3
DO45307	54 years, female, NA, stage:4, dead, 240 days	2.9
DO45277	64 years, male, NA, stage:3, alive, 600 days	2.7
DO50811	62 years, male, NA, stage:1, alive, 450 days	2.4
DO45259	65 years, male, NA, stage:3, alive, 330 days	2.2
DO45093	71 years, male, NA, stage:2, dead, 720 days	2.0
DO45189	85 years, female, NA, stage:2, alive, 1200 days	1.9
DO45283	60 years, male, NA, stage:3, alive, 510 days	1.6
DO45285	59 years, male, NA, stage:3, alive, 480 days	1.4
DO45289	78 years, female, NA, stage:3, alive, 360 days	1.2
DO23523	52 years, male, NA, stage:3, alive, 1080 days	0.9
DO23519	65 years, male, NA, stage:3, alive, 630 days	0.7
DO45299	70 years, female, NA, stage:1, alive, 1440 days	0.6
DO48751	68 years, male, NA, stage:2, dead, 480 days	0.6
DO45145	78 years, male, NA, stage:3, dead, 60 days	0.4
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
128	Normal	1.1
636	Normal	1.0
465	Tumor	0.9
452	Normal	0.9
423	Tumor	0.9
627	Tumor	0.8
742	Normal	0.8
571	Tumor	0.8
698	Normal	0.8
981	Tumor	0.8
738	Normal	0.8
882	Normal	0.8
746	Normal	0.8
332	Normal	0.8
342	Normal	0.8
196	Normal	0.8
534	Normal	0.8
1032	Normal	0.7
954	Normal	0.7
862	Normal	0.7
448	Normal	0.7
722	Normal	0.7
568	Normal	0.7
488	Normal	0.7
546	Normal	0.7
114	Normal	0.7
744	Normal	0.7
944	Normal	0.7
1014	Normal	0.7
366	Normal	0.7
344	Normal	0.7
824	Normal	0.7
756	Normal	0.7
298	Normal	0.7
222	Normal	0.7
356	Normal	0.6
376	Normal	0.6
482	Normal	0.6
786	Normal	0.6
358	Normal	0.6
616	Normal	0.6
982	Normal	0.6
922	Normal	0.6
228	Normal	0.6
538	Normal	0.6
232	Normal	0.6
227	Tumor	0.6
484	Normal	0.6
664	Normal	0.6
394	Normal	0.6
938	Normal	0.6
186	Normal	0.6
686	Normal	0.6
864	Normal	0.6
132	Normal	0.6
388	Normal	0.6
554	Normal	0.6
714	Normal	0.6
472	Normal	0.6
716	Normal	0.6
924	Normal	0.6
414	Normal	0.6
564	Normal	0.6
314	Normal	0.6
926	Normal	0.6
1022	Normal	0.6
818	Normal	0.6
422	Normal	0.6
428	Normal	0.6
866	Normal	0.6
162	Normal	0.6
426	Normal	0.6
286	Normal	0.6
352	Normal	0.6
214	Normal	0.5
912	Normal	0.5
964	Normal	0.5
615	Tumor	0.5
666	Normal	0.5
878	Normal	0.5
572	Normal	0.5
424	Normal	0.5
518	Normal	0.5
1046	Normal	0.5
278	Normal	0.5
436	Normal	0.5
858	Normal	0.5
1044	Normal	0.5
914	Normal	0.5
462	Normal	0.5
816	Normal	0.5
172	Normal	0.5
976	Normal	0.5
868	Normal	0.5
148	Normal	0.5
526	Normal	0.5
648	Normal	0.5
138	Normal	0.5
481	Tumor	0.5
328	Normal	0.5
361	Tumor	0.5
446	Normal	0.5
474	Normal	0.4
1028	Normal	0.4
258	Normal	0.4
618	Normal	0.4
696	Normal	0.4
412	Normal	0.4
362	Normal	0.4
354	Normal	0.4
487	Tumor	0.4
284	Normal	0.4
468	Normal	0.4
1026	Normal	0.4
136	Normal	0.4
364	Normal	0.4
111	Normal	0.4
642	Normal	0.4
494	Normal	0.4
984	Normal	0.4
778	Normal	0.4
1042	Normal	0.4
1016	Normal	0.4
142	Normal	0.4
852	Normal	0.4
672	Normal	0.4
723	Tumor	0.4
628	Normal	0.4
662	Normal	0.4
867	Tumor	0.4
396	Normal	0.4
968	Normal	0.3
218	Normal	0.3
516	Normal	0.3
456	Normal	0.3
432	Normal	0.3
958	Normal	0.3
392	Normal	0.3
514	Normal	0.3
978	Normal	0.3
478	Normal	0.3
874	Normal	0.3
431	Tumor	0.3
272	Normal	0.3
528	Normal	0.3
728	Normal	0.3
464	Normal	0.3
262	Normal	0.3
524	Normal	0.3
966	Normal	0.3
1043	Tumor	0.3
384	Normal	0.3
574	Normal	0.2
952	Normal	0.2
956	Normal	0.2
124	Normal	0.2
146	Normal	0.2
212	Normal	0.2
126	Normal	0.2
411	Tumor	0.2
368	Normal	0.1
386	Normal	0.1
558	Normal	0.1
312	Normal	0.1
416	Normal	0.1
137	Tumor	0.1
884	Normal	0.1
224	Normal	0.1
916	Normal	0.1
967	Tumor	0.1
918	Normal	0.1
861	Tumor	0.1
697	Tumor	0.1
498	Normal	0.1
466	Normal	0.0
1025	Tumor	0.0
188	Normal	0.0
434	Normal	0.0
695	Tumor	-0.1
963	Tumor	-0.1
492	Normal	-0.1
444	Normal	-0.1
357	Tumor	-0.1
873	Tumor	-0.1
536	Normal	-0.1
365	Tumor	-0.2
857	Tumor	-0.2
915	Tumor	-0.2
1013	Tumor	-0.2
363	Tumor	-0.2
353	Tumor	-0.3
435	Tumor	-0.3
112	Tumor	-0.3
268	Normal	-0.3
953	Tumor	-0.3
171	Tumor	-0.3
127	Tumor	-0.3
557	Tumor	-0.3
1045	Tumor	-0.3
261	Tumor	-0.3
217	Tumor	-0.4
257	Tumor	-0.4
721	Tumor	-0.4
195	Tumor	-0.4
473	Tumor	-0.4
785	Tumor	-0.4
955	Tumor	-0.4
192	Normal	-0.4
1031	Tumor	-0.4
741	Tumor	-0.5
665	Tumor	-0.5
755	Tumor	-0.5
727	Tumor	-0.5
145	Tumor	-0.5
477	Tumor	-0.6
141	Tumor	-0.6
113	Tumor	-0.6
745	Tumor	-0.6
355	Tumor	-0.6
537	Tumor	-0.6
517	Tumor	-0.6
863	Tumor	-0.6
451	Tumor	-0.6
977	Tumor	-0.7
313	Tumor	-0.7
161	Tumor	-0.7
461	Tumor	-0.7
715	Tumor	-0.8
513	Tumor	-0.8
415	Tumor	-0.8
267	Tumor	-0.8
447	Tumor	-0.8
923	Tumor	-0.8
393	Tumor	-0.8
433	Tumor	-0.8
421	Tumor	-0.8
327	Tumor	-0.8
123	Tumor	-0.8
641	Tumor	-0.8
341	Tumor	-0.8
813	Tumor	-0.8
851	Tumor	-0.9
911	Tumor	-0.9
965	Tumor	-0.9
883	Tumor	-0.9
525	Tumor	-0.9
1041	Tumor	-0.9
533	Tumor	-0.9
515	Tumor	-0.9
567	Tumor	-1.0
191	Tumor	-1.0
647	Tumor	-1.0
383	Tumor	-1.0
553	Tumor	-1.1
221	Tumor	-1.1
814	Normal	-1.1
823	Tumor	-1.1
881	Tumor	-1.1
943	Tumor	-1.1
277	Tumor	-1.2
271	Tumor	-1.2
147	Tumor	-1.2
443	Tumor	-1.2
187	Tumor	-1.2
685	Tumor	-1.3
185	Tumor	-1.3
213	Tumor	-1.3
957	Tumor	-1.3
285	Tumor	-1.3
937	Tumor	-1.4
491	Tumor	-1.4
951	Tumor	-1.4
483	Tumor	-1.4
413	Tumor	-1.4
917	Tumor	-1.5
391	Tumor	-1.5
663	Tumor	-1.5
331	Tumor	-1.5
975	Tumor	-1.6
1027	Tumor	-1.6
427	Tumor	-1.6
387	Tumor	-1.6
921	Tumor	-1.6
223	Tumor	-1.7
563	Tumor	-1.7
983	Tumor	-1.7
351	Tumor	-1.7
877	Tumor	-1.7
1015	Tumor	-1.7
445	Tumor	-1.7
777	Tumor	-1.8
493	Tumor	-1.8
467	Tumor	-1.8
343	Tumor	-1.8
463	Tumor	-1.8
471	Tumor	-1.8
617	Tumor	-1.9
125	Tumor	-1.9
573	Tumor	-1.9
297	Tumor	-1.9
455	Tumor	-1.9
425	Tumor	-2.0
375	Tumor	-2.0
925	Tumor	-2.0
283	Tumor	-2.0
367	Tumor	-2.0
635	Tumor	-2.1
135	Tumor	-2.1
713	Tumor	-2.1
815	Tumor	-2.1
1021	Tumor	-2.1
724	Normal	-2.1
311	Tumor	-2.2
671	Tumor	-2.2
231	Tumor	-2.2
913	Tumor	-2.2
131	Tumor	-2.2
865	Tumor	-2.2
535	Tumor	-2.3
737	Tumor	-2.3
497	Tumor	-2.3
527	Tumor	-2.3
523	Tumor	-2.4
817	Tumor	-2.4
395	Tumor	-2.4
545	Tumor	-2.4
211	Tumor	-2.4
743	Tumor	-2.5
661	Tumor	-2.6
385	Tumor	-2.7
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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 HPA021400	Antibody CAB003781
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