Expression of RASSF7 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

RASSF7 is potential prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.51

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

RNA samplesⁱ

Average pTPM

36.2

Number of samples

362

Samples

Sample	Description	pTPM
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	239.9
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	239.3
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	204.1
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	186.1
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	163.7
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	150.1
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	149.6
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	140.5
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	121.9
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	118.3
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	117.1
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	116.5
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	115.7
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	114.7
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	114.4
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	110.6
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	108.8
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	107.4
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	98.8
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	98.2
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	93.9
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	91.3
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	90.9
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	90.5
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	90.3
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	87.0
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	87.0
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	83.3
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	83.2
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	83.1
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	81.0
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	80.4
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	75.8
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	75.4
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	73.9
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	71.9
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	68.9
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	68.6
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	68.0
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	67.0
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	66.9
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	66.7
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	65.9
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	64.2
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	63.9
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	62.7
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	61.2
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	61.2
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	60.8
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	60.3
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	60.1
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	60.1
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	59.9
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	59.8
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	58.3
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	58.2
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	57.9
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	57.7
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	55.9
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	55.8
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	55.4
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	54.7
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	53.9
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	53.4
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	51.8
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	51.7
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	51.6
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	51.6
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	51.4
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	51.2
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	51.0
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	50.8
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	50.6
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	50.1
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	50.0
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	49.7
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	48.7
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	48.1
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	47.7
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	46.9
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	46.0
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	45.6
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	45.6
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	45.6
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	45.5
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	45.0
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	44.9
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	44.6
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	44.4
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	44.1
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	43.8
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	43.7
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	43.3
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	43.2
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	43.1
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	43.1
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	42.8
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	42.5
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	42.0
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	41.9
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	41.9
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	41.7
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	41.5
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	41.5
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	40.5
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	40.5
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	40.5
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	40.4
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	40.2
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	40.2
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	40.1
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	39.8
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	39.6
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	38.8
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	38.5
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	38.5
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	38.4
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	38.3
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	38.2
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	37.9
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	37.8
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	37.3
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	37.1
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	36.8
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	36.7
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	36.5
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	36.3
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	35.8
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	35.6
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	35.6
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	35.2
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	35.1
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	34.9
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	34.6
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	34.5
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	34.5
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	34.3
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	34.1
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	34.1
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	33.6
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	33.4
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	33.3
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	33.2
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	33.2
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	32.9
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	32.8
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	32.8
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	32.7
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	32.6
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	32.0
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	31.8
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	31.7
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	31.6
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	31.6
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	31.5
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	31.3
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	31.2
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	30.8
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	30.8
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	30.7
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	30.7
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	30.7
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	30.3
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	30.2
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	30.0
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	29.8
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	29.7
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	29.6
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	29.6
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	29.6
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	29.2
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	29.1
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	29.0
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	29.0
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	28.6
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	28.5
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	28.5
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	28.3
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	28.0
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	27.9
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	27.8
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	27.8
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	27.6
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	27.4
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	27.3
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	27.2
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	27.0
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	26.9
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	26.9
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	26.5
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	26.5
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	26.5
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	26.4
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	26.2
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	26.1
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	25.9
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	25.9
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	25.8
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	25.7
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	25.6
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	25.6
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	25.4
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	25.3
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	25.2
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	25.2
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	24.9
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	24.7
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	24.7
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	24.6
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	24.4
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	24.1
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	23.9
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	23.9
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	23.7
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	23.6
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	23.4
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	23.2
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	22.9
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	22.9
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	22.6
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	22.6
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	22.6
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	22.4
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	22.4
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	22.3
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	22.3
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	22.2
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	22.1
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	21.7
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	21.6
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	21.6
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	21.5
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	21.4
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	21.4
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	21.2
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	21.2
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	21.2
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	21.1
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	20.9
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	20.6
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	20.4
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	20.3
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	20.1
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	20.0
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	19.9
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	19.9
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	19.5
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	19.4
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	19.0
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	19.0
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	18.7
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	18.7
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	18.5
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	18.4
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	18.3
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	18.3
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	18.2
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	18.2
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	17.9
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	17.9
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	17.8
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	17.8
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	17.5
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	17.4
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	17.2
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	17.0
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	17.0
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	16.9
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	16.9
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	16.8
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	16.4
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	16.4
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	16.3
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	16.3
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	16.2
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	16.2
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	15.7
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	15.3
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	15.2
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	15.2
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	15.0
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	15.0
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	14.9
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	14.7
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	14.6
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	14.5
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	14.4
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	14.4
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	14.3
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	14.2
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	13.9
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	13.7
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	13.7
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	13.7
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	13.4
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	13.3
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	13.3
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	13.2
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	12.8
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	12.4
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	12.2
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	12.1
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	12.1
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	11.9
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	11.6
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	11.4
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	11.4
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	11.2
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	11.2
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	11.1
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	11.0
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	10.9
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	10.7
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	10.7
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	10.7
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	10.0
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	9.8
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	9.5
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	9.3
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	9.2
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	9.2
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	9.1
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	8.9
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	8.9
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	8.6
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	8.5
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	8.3
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	8.3
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	7.7
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	7.6
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	7.4
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	7.3
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	6.6
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	5.7
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	5.3
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	5.2
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	5.2
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	5.1
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	5.0
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	4.7
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	4.5
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	3.9
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	3.5
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	3.5
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	3.2
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	2.8
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	2.7
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	2.3
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	1.8
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	1.8
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	1.5
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	1.1
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	1.1
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	0.9
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	0.8
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	0.8
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	0.7
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	0.6
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	0.6
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	0.4
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	0.4
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	0.2
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RASSF7 is not prognostic in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.39

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

RNA samplesⁱ

Average pTPM

54.6

Number of samples

231

Samples

Sample	Description	pTPM
DO45289	78 years, female, NA, stage:3, alive, 360 days	756.7
DO45305	66 years, male, NA, stage:4, alive, 300 days	358.9
DO45297	61 years, female, NA, stage:4, dead, 1260 days	304.5
DO45185	89 years, male, NA, stage:2, alive, 600 days	271.5
DO45285	59 years, male, NA, stage:3, alive, 480 days	259.4
DO45245	75 years, female, NA, stage:2, dead, 240 days	231.4
DO45249	57 years, male, NA, stage:1, alive, 630 days	216.7
DO45283	60 years, male, NA, stage:3, alive, 510 days	213.4
DO45279	67 years, male, NA, stage:3, alive, 1290 days	177.9
DO45299	70 years, female, NA, stage:1, alive, 1440 days	166.0
DO23526	66 years, male, NA, stage:3, alive, 1050 days	164.0
DO45277	64 years, male, NA, stage:3, alive, 600 days	157.8
DO50855	47 years, male, NA, stage:2, alive, 570 days	149.9
DO45259	65 years, male, NA, stage:3, alive, 330 days	147.9
DO45303	62 years, female, NA, stage:3, alive, 990 days	146.7
DO23532	71 years, female, NA, stage:1, alive, 960 days	143.3
DO45189	85 years, female, NA, stage:2, alive, 1200 days	138.7
DO50839	47 years, female, NA, stage:3, alive, 330 days	130.1
DO45301	56 years, male, NA, stage:2, dead, 1440 days	127.7
DO45217	69 years, female, NA, stage:3, dead, 270 days	126.7
DO45205	67 years, female, NA, stage:2, dead, 90 days	120.6
DO45107	63 years, female, NA, stage:2, alive, 1710 days	118.1
DO45251	57 years, female, NA, stage:2, alive, 900 days	107.3
DO23511	83 years, female, NA, stage:3, dead, 180 days	98.7
DO45241	49 years, male, NA, stage:1, alive, 1080 days	97.5
DO23540	73 years, male, NA, stage:1, alive, 750 days	95.0
DO45211	76 years, male, NA, stage:3, alive, 240 days	93.9
DO45209	70 years, male, NA, stage:4, alive, 1350 days	93.8
DO23512	60 years, male, NA, stage:1, alive, 1260 days	92.1
DO45307	54 years, female, NA, stage:4, dead, 240 days	90.9
DO23519	65 years, male, NA, stage:3, alive, 630 days	89.9
DO48732	73 years, male, NA, stage:3, alive, 630 days	89.5
DO45287	74 years, male, NA, stage:1, alive, 390 days	88.2
DO23515	71 years, male, NA, stage:2, alive, 1230 days	87.0
DO23510	80 years, female, NA, stage:2, alive, 870 days	86.4
DO45243	74 years, female, NA, stage:3, alive, 930 days	85.6
DO50811	62 years, male, NA, stage:1, alive, 450 days	82.9
DO45092	62 years, male, NA, stage:4, dead, 1200 days	80.3
DO45273	62 years, male, NA, stage:2, alive, 480 days	80.0
DO45101	63 years, male, NA, stage:2, alive, 1680 days	75.9
DO48747	62 years, male, NA, stage:3, alive, 540 days	75.0
DO45167	67 years, male, NA, stage:2, dead, 1440 days	70.2
DO48701	78 years, male, NA, stage:2, alive, 780 days	68.5
DO48697	64 years, female, NA, stage:2, dead, 810 days	66.7
DO45219	78 years, male, NA, stage:2, alive, 1080 days	65.9
DO45125	58 years, male, NA, stage:3, alive, 1680 days	65.6
DO45183	72 years, female, NA, stage:2, dead, 570 days	65.2
DO45231	84 years, male, NA, stage:2, alive, 930 days	64.9
DO50793	76 years, male, NA, stage:4, alive, 540 days	63.4
DO45149	70 years, female, NA, stage:2, alive, 1260 days	63.3
DO45275	65 years, male, NA, stage:3, dead, 10 days	62.0
DO48736	76 years, female, NA, stage:1, alive, 600 days	61.1
DO50850	74 years, male, NA, stage:3, alive, 720 days	60.9
DO50806	70 years, male, NA, stage:4, alive, 540 days	60.5
DO48717	54 years, male, NA, stage:4, dead, 180 days	58.8
DO45113	58 years, male, NA, stage:3, alive, 1560 days	56.5
DO45215	65 years, male, NA, stage:2, alive, 1170 days	56.1
DO48737	52 years, male, NA, stage:1, alive, 720 days	56.0
DO50829	78 years, male, NA, stage:3, alive, 570 days	55.2
DO45115	81 years, male, NA, stage:2, alive, 840 days	54.3
DO227643	79 years, male, NA, stage:2, alive, 1260 days	53.9
DO48723	73 years, male, NA, stage:1, alive, 600 days	53.8
DO45137	38 years, male, NA, stage:1, alive, 1320 days	52.6
DO23525	71 years, male, NA, stage:4, alive, 1050 days	52.4
DO45207	68 years, male, NA, stage:1, alive, 1050 days	52.4
DO50804	81 years, male, NA, stage:2, alive, 720 days	52.1
DO45239	42 years, male, NA, stage:2, alive, 870 days	52.0
DO45131	53 years, male, NA, stage:4, dead, 360 days	50.6
DO45095	66 years, male, NA, stage:2, alive, 1620 days	49.8
DO45145	78 years, male, NA, stage:3, dead, 60 days	49.4
DO23546	63 years, male, NA, stage:2, alive, 1050 days	49.3
DO45203	71 years, female, NA, stage:2, alive, 1170 days	48.9
DO50844	75 years, male, NA, stage:4, alive, 300 days	47.9
DO48700	78 years, female, NA, stage:2, alive, 810 days	47.6
DO45103	47 years, male, NA, stage:3, alive, 450 days	47.6
DO45139	63 years, male, NA, stage:3, alive, 1320 days	46.9
DO50840	49 years, male, NA, stage:2, alive, 330 days	46.6
DO23544	67 years, male, NA, stage:2, alive, 960 days	46.5
DO50820	77 years, female, NA, stage:3, alive, 510 days	46.5
DO45105	61 years, male, NA, stage:1, alive, 1680 days	46.2
DO45213	58 years, male, NA, stage:1, alive, 1200 days	45.8
DO45161	74 years, male, NA, stage:2, dead, 540 days	45.3
DO45165	75 years, male, NA, stage:2, alive, 690 days	45.0
DO45263	67 years, male, NA, stage:3, dead, 270 days	44.8
DO45179	78 years, female, NA, stage:2, alive, 600 days	44.7
DO50776	75 years, male, NA, stage:1, alive, 690 days	43.9
DO45191	61 years, female, NA, stage:2, alive, 1200 days	43.9
DO48730	73 years, female, NA, stage:2, alive, 630 days	43.0
DO48716	71 years, male, NA, stage:2, alive, 720 days	42.7
DO48733	72 years, male, NA, stage:2, alive, 600 days	42.2
DO45173	63 years, male, NA, stage:3, alive, 1170 days	42.0
DO45253	50 years, male, NA, stage:2, alive, 870 days	41.1
DO48682	72 years, female, NA, stage:3, dead, 120 days	40.9
DO50802	49 years, male, NA, stage:2, alive, 930 days	40.2
DO23516	69 years, male, NA, stage:3, dead, 20 days	40.2
DO45221	75 years, female, NA, stage:4, dead, 390 days	40.2
DO48725	66 years, male, NA, stage:1, alive, 780 days	39.6
DO23535	67 years, male, NA, stage:1, alive, 960 days	39.6
DO45159	65 years, male, NA, stage:3, alive, 1470 days	39.5
DO45096	69 years, male, NA, stage:2, dead, 1290 days	39.1
DO45229	74 years, male, NA, stage:1, alive, 990 days	39.1
DO45269	59 years, male, NA, stage:3, alive, 750 days	39.0
DO50785	37 years, male, NA, stage:4, dead, 90 days	38.9
DO23528	45 years, female, NA, stage:2, alive, 1020 days	38.9
DO50798	77 years, male, NA, stage:3, dead, 30 days	38.8
DO45267	73 years, male, NA, stage:3, dead, 570 days	38.5
DO23508	79 years, female, NA, stage:2, alive, 390 days	38.3
DO23513	76 years, male, NA, stage:3, alive, 1200 days	37.8
DO50808	68 years, male, NA, stage:2, alive, 570 days	37.2
DO45281	83 years, male, NA, stage:4, alive, 750 days	37.0
DO50799	66 years, female, NA, stage:2, alive, 540 days	36.9
DO50805	72 years, male, NA, stage:2, alive, 690 days	36.7
DO45109	63 years, male, NA, stage:2, alive, 1590 days	36.6
DO23527	72 years, male, NA, stage:1, alive, 1050 days	36.2
DO50778	60 years, male, NA, stage:4, alive, 630 days	36.2
DO50791	79 years, female, NA, stage:1, dead, 480 days	35.9
DO50814	83 years, male, NA, stage:3, alive, 420 days	35.8
DO45094	76 years, male, NA, stage:3, alive, 1650 days	35.7
DO45255	81 years, male, NA, stage:3, alive, 720 days	35.7
DO45143	69 years, male, NA, stage:3, alive, 1290 days	35.6
DO45225	69 years, male, NA, stage:1, alive, 1050 days	35.3
DO50813	56 years, male, NA, stage:2, alive, 420 days	35.1
DO50845	72 years, male, NA, stage:3, alive, 210 days	35.1
DO45181	84 years, female, NA, stage:2, alive, 1200 days	35.0
DO50809	56 years, male, NA, stage:3, dead, 720 days	34.1
DO45141	73 years, male, NA, stage:2, alive, 1320 days	34.1
DO45201	49 years, male, NA, stage:1, alive, 900 days	33.8
DO50818	65 years, male, NA, stage:2, alive, 510 days	33.8
DO48693	71 years, male, NA, stage:2, alive, 900 days	33.8
DO48743	69 years, female, NA, stage:2, alive, 570 days	33.3
DO45169	74 years, male, NA, stage:3, alive, 1350 days	33.2
DO50807	67 years, male, NA, stage:1, alive, 540 days	32.9
DO45123	78 years, female, NA, stage:2, dead, 570 days	32.5
DO48712	50 years, male, NA, stage:2, alive, 810 days	32.4
DO23548	78 years, female, NA, stage:1, alive, 840 days	32.2
DO50819	72 years, female, NA, stage:2, alive, 510 days	31.9
DO48715	58 years, female, NA, stage:2, dead, 690 days	31.3
DO45153	77 years, female, NA, stage:2, alive, 1380 days	31.3
DO45235	68 years, female, NA, stage:1, alive, 900 days	31.0
DO50832	73 years, male, NA, stage:3, alive, 90 days	30.7
DO45265	73 years, male, NA, stage:3, alive, 1020 days	30.5
DO45157	62 years, male, NA, stage:2, alive, 1980 days	30.1
DO48760	70 years, female, NA, stage:2, alive, 690 days	29.9
DO23524	71 years, female, NA, stage:2, alive, 1050 days	29.7
DO23534	60 years, male, NA, stage:2, alive, 840 days	29.6
DO50815	62 years, male, NA, stage:3, alive, 150 days	29.4
DO45093	71 years, male, NA, stage:2, dead, 720 days	29.1
DO45119	74 years, male, NA, stage:3, dead, 510 days	28.8
DO50783	62 years, male, NA, stage:3, alive, 480 days	28.8
DO48728	74 years, female, NA, stage:2, alive, 150 days	28.6
DO45097	69 years, male, NA, stage:3, alive, 1620 days	28.5
DO23517	62 years, male, NA, stage:2, alive, 1200 days	28.5
DO45195	62 years, male, NA, stage:1, alive, 390 days	28.2
DO45197	51 years, male, NA, stage:2, alive, 1170 days	28.1
DO23533	61 years, male, NA, stage:2, alive, 900 days	27.5
DO48674	80 years, male, NA, stage:2, alive, 1260 days	27.2
DO45247	31 years, female, NA, stage:2, alive, 210 days	27.0
DO23552	80 years, female, NA, stage:1, alive, 810 days	26.9
DO23518	67 years, male, NA, stage:2, alive, 1320 days	26.9
DO45121	61 years, male, NA, stage:3, alive, 1530 days	26.7
DO50822	66 years, male, NA, stage:2, alive, 510 days	26.7
DO45099	46 years, male, NA, stage:3, alive, 1590 days	26.7
DO48720	62 years, female, NA, stage:2, alive, 570 days	26.6
DO50816	63 years, male, NA, stage:2, alive, 390 days	26.4
DO45187	32 years, female, NA, stage:1, alive, 1260 days	26.2
DO23536	56 years, male, NA, stage:2, alive, 930 days	25.9
DO227801	77 years, female, NA, stage:1, alive, 660 days	25.9
DO45257	46 years, male, NA, stage:3, alive, 810 days	25.6
DO48704	68 years, female, NA, stage:3, alive, 750 days	25.5
DO48677	58 years, male, NA, stage:3, alive, 1140 days	25.5
DO48679	72 years, male, NA, stage:2, alive, 1200 days	25.0
DO45227	57 years, female, NA, stage:2, alive, 1020 days	24.7
DO48751	68 years, male, NA, stage:2, dead, 480 days	24.0
DO23550	69 years, male, NA, stage:1, alive, 990 days	24.0
DO48761	55 years, male, NA, stage:2, alive, 870 days	23.9
DO48741	64 years, male, NA, stage:3, alive, 240 days	23.9
DO48742	76 years, male, NA, stage:2, alive, 600 days	23.7
DO50817	75 years, male, NA, stage:2, alive, 390 days	23.3
DO48746	76 years, male, NA, stage:3, alive, 570 days	23.1
DO48706	72 years, male, NA, stage:2, alive, 870 days	22.9
DO45177	81 years, female, NA, stage:3, alive, 1260 days	22.8
DO45199	86 years, female, NA, stage:2, alive, 1350 days	22.4
DO48759	73 years, male, NA, stage:3, alive, 720 days	22.4
DO50789	73 years, female, NA, stage:2, alive, 570 days	22.1
DO45163	76 years, male, NA, stage:2, alive, 960 days	21.7
DO23531	78 years, female, NA, stage:3, alive, 900 days	21.4
DO45223	67 years, male, NA, stage:4, alive, 1020 days	21.3
DO50774	68 years, female, NA, stage:2, alive, 720 days	21.1
DO23537	79 years, male, NA, stage:2, dead, 900 days	21.0
DO50803	62 years, female, NA, stage:1, alive, 540 days	20.8
DO48757	68 years, female, NA, stage:3, alive, 480 days	20.4
DO23551	73 years, male, NA, stage:3, dead, 150 days	19.9
DO50800	74 years, male, NA, stage:2, alive, 510 days	19.7
DO23543	63 years, male, NA, stage:2, alive, 1020 days	19.7
DO23538	67 years, male, NA, stage:2, alive, 450 days	19.7
DO45155	69 years, male, NA, stage:2, alive, 2160 days	19.7
DO45127	73 years, male, NA, stage:3, dead, 420 days	19.4
DO45135	77 years, male, NA, stage:1, alive, 1410 days	19.3
DO45233	83 years, male, NA, stage:3, alive, 900 days	19.2
DO23521	63 years, male, NA, stage:3, alive, 1110 days	19.2
DO23530	53 years, male, NA, stage:4, dead, 180 days	19.1
DO48719	80 years, male, NA, stage:2, alive, 690 days	19.0
DO23539	77 years, male, NA, stage:1, alive, 1110 days	18.9
DO23545	67 years, male, NA, stage:2, dead, 570 days	18.9
DO48695	77 years, male, NA, stage:2, alive, 720 days	18.3
DO23549	74 years, male, NA, stage:3, alive, 990 days	18.1
DO48672	81 years, male, NA, stage:2, alive, 450 days	17.9
DO23547	74 years, male, NA, stage:1, alive, 1020 days	16.1
DO48727	81 years, female, NA, stage:2, dead, 390 days	15.9
DO45111	74 years, male, NA, stage:2, alive, 1590 days	15.3
DO50787	63 years, male, NA, stage:3, alive, 480 days	14.7
DO23541	65 years, male, NA, stage:2, alive, 930 days	14.5
DO23542	66 years, male, NA, stage:3, alive, 960 days	13.8
DO45193	68 years, female, NA, stage:4, dead, 120 days	13.3
DO45171	56 years, male, NA, stage:3, alive, 600 days	13.2
DO45129	61 years, male, NA, stage:3, alive, 1470 days	12.5
DO45261	74 years, male, NA, stage:3, alive, 990 days	12.4
DO45091	56 years, male, NA, stage:2, dead, 1320 days	11.9
DO48721	58 years, female, NA, stage:1, alive, 900 days	11.6
DO23523	52 years, male, NA, stage:3, alive, 1080 days	11.6
DO50825	70 years, male, NA, stage:2, alive, 390 days	11.5
DO23514	64 years, male, NA, stage:2, alive, 1290 days	11.0
DO23529	72 years, male, NA, stage:4, alive, 930 days	10.8
DO45133	64 years, male, NA, stage:3, dead, 660 days	10.7
DO23509	60 years, male, NA, stage:3, dead, 780 days	10.5
DO50857	72 years, male, NA, stage:2, alive, 210 days	10.2
DO45175	74 years, male, NA, stage:2, alive, 1140 days	10.1
DO45117	73 years, female, NA, stage:2, dead, 1110 days	9.1
DO48681	57 years, male, NA, stage:2, alive, 900 days	8.2
DO50859	77 years, male, NA, stage:2, alive, 180 days	7.2
DO45237	58 years, male, NA, stage:2, alive, 900 days	0.6
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

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

Number of samples

76 (38 tumor / adjacent non-tumor pairs)

Detected in

35/38 tumors, 25/38 non-tumors

Tumor vs non-tumor

Up in tumor (log2FC 0.6, adj. p-value 2.27e-3)

Samples

Patient ID	Tumor	Non-tumor
HCC_22	10.7	8.6
HCC_13	10.3	8.0
HCC_02	10.2	8.5
HCC_16	10.1	7.8
HCC_09	10.0	8.8
HCC_29	10.0	9.5
HCC_10	9.9	8.1
HCC_38	9.7	9.3
HCC_19	9.7	8.9
HCC_25	9.6	8.8
HCC_06	9.6	8.7
HCC_34	9.4	N/A
HCC_05	9.4	N/A
HCC_26	9.4	8.5
HCC_17	9.3	N/A
HCC_33	9.3	N/A
HCC_03	9.2	8.2
HCC_14	9.1	N/A
HCC_36	8.9	8.6
HCC_35	8.9	9.2
HCC_32	8.8	8.6
HCC_37	8.8	N/A
HCC_12	8.7	8.3
HCC_15	8.6	8.2
HCC_30	8.6	8.2
HCC_11	8.5	8.4
HCC_24	8.4	N/A
HCC_31	8.3	8.4
HCC_04	8.3	8.7
HCC_18	8.2	9.1
HCC_28	8.2	N/A
HCC_23	8.1	8.4
HCC_27	7.9	8.5
HCC_01	7.7	N/A
HCC_07	7.1	N/A
HCC_08	N/A	N/A
HCC_20	N/A	N/A
HCC_21	N/A	N/A
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LIVER CANCER - Protein stainingⁱ

Pending cancer tissue analysis