Expression of GNAS 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 652.72

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

468.0

Number of samples

362

Samples

Sample	Description	TPM
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	1582.2
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	1449.3
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	1406.3
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	1392.2
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	1390.1
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	1305.6
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	1284.4
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	1261.4
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	1248.8
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	1248.7
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	1194.4
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	1188.8
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	1173.3
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	1171.4
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	1162.4
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	1132.3
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	1117.2
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	1103.8
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	1075.8
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	1048.8
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	1034.2
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	1030.6
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	1011.0
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	985.7
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	970.1
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	968.0
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	967.6
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	955.7
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	953.9
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	947.3
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	941.5
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	927.5
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	913.5
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	892.7
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	877.6
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	876.6
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	855.2
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	845.0
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	844.1
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	821.9
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	808.6
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	789.7
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	784.7
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	780.9
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	779.1
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	778.2
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	766.2
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	765.1
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	752.4
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	738.7
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	731.4
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	724.0
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	723.1
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	721.1
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	712.2
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	711.0
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	702.6
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	698.8
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	695.9
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	694.4
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	691.5
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	690.3
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	683.4
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	675.8
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	675.2
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	674.3
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	668.5
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	667.9
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	666.6
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	664.0
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	662.7
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	660.0
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	659.2
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	658.2
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	656.0
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	655.4
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	650.1
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	648.9
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	646.2
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	644.9
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	644.4
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	624.7
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	623.4
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	612.7
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	611.0
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	608.3
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	607.4
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	606.9
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	605.7
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	605.1
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	602.1
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	602.0
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	597.7
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	596.6
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	592.4
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	590.6
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	588.2
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	587.5
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	584.5
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	584.4
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	581.3
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	578.5
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	576.2
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	575.7
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	575.4
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	569.0
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	563.8
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	556.6
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	555.9
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	550.1
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	548.6
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	544.9
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	538.2
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	536.5
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	533.6
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	531.3
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	531.0
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	528.2
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	523.5
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	522.9
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	520.6
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	517.9
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	509.5
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	509.3
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	503.0
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	500.2
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	499.9
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	496.7
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	492.6
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	487.1
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	486.2
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	483.4
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	481.8
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	479.4
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	479.2
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	479.0
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	478.3
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	477.6
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	472.7
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	472.5
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	470.4
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	464.9
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	464.2
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	463.8
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	463.6
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	461.5
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	460.8
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	459.2
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	457.1
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	456.6
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	455.6
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	454.2
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	450.8
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	446.0
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	445.5
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	444.4
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	442.5
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	437.9
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	437.4
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	434.9
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	434.8
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	431.7
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	430.9
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	430.8
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	430.5
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	428.3
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	426.6
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	424.2
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	424.2
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	422.6
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	417.1
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	416.4
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	415.9
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	415.2
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	415.0
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	414.8
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	413.5
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	412.9
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	412.1
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	411.4
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	410.5
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	409.4
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	409.1
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	403.4
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	399.3
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	395.5
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	394.9
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	393.1
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	391.4
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	390.9
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	387.6
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	387.5
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	381.7
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	378.7
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	378.4
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	376.4
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	375.1
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	370.8
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	366.7
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	366.4
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	365.4
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	364.6
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	363.9
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	359.4
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	357.8
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	356.4
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	356.3
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	353.9
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	349.6
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	347.7
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	346.3
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	346.1
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	343.4
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	343.2
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	340.1
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	339.7
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	338.4
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	338.3
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	336.7
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	335.6
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	335.1
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	334.5
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	332.2
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	329.6
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	329.2
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	328.9
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	328.7
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	327.0
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	325.8
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	325.6
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	324.5
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	324.5
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	321.4
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	320.2
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	318.4
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	313.1
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	311.9
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	310.7
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	310.0
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	308.5
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	308.0
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	305.4
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	305.1
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	304.9
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	304.5
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	303.0
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	301.5
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	301.0
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	300.8
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	298.9
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	297.1
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	296.7
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	295.4
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	291.6
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	289.7
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	289.7
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	289.5
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	289.2
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	288.5
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	283.5
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	282.8
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	280.6
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	279.8
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	278.0
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	277.3
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	274.9
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	274.9
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	270.8
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	270.7
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	269.7
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	267.8
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	266.5
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	264.6
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	264.0
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	263.3
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	262.8
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	262.2
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	261.5
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	259.8
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	257.5
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	255.5
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	255.4
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	251.7
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	249.2
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	245.8
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	244.1
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	243.5
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	243.2
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	242.3
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	238.1
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	237.4
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	235.3
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	235.3
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	234.2
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	233.4
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	233.1
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	232.0
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	227.5
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	227.4
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	225.9
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	223.4
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	221.9
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	221.5
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	221.5
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	220.8
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	217.3
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	211.4
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	211.3
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	208.9
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	208.0
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	207.8
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	202.0
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	201.1
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	195.1
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	194.9
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	192.6
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	192.0
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	190.2
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	187.4
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	185.7
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	185.7
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	185.5
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	184.6
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	184.0
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	183.8
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	183.0
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	182.2
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	181.3
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	178.9
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	177.7
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	174.3
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	172.8
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	169.4
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	168.9
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	167.5
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	166.6
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	164.0
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	152.9
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	150.8
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	149.0
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	146.8
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	144.5
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	144.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	142.9
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	142.3
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	141.7
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	140.8
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	137.7
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	137.7
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	136.5
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	126.4
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	121.9
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	121.6
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	104.4
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	103.0
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	100.5
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	69.9
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	68.1
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	53.3
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	42.1
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	39.5
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	37.2
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GNAS is not prognostic in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 395.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

453.2

Number of samples

231

Samples

Sample	Description	TPM
DO50815	62 years, male, NA, stage:3, alive, 150 days	3122.2
DO23547	74 years, male, NA, stage:1, alive, 1020 days	1427.6
DO45145	78 years, male, NA, stage:3, dead, 60 days	1389.7
DO45301	56 years, male, NA, stage:2, dead, 1440 days	1220.4
DO45105	61 years, male, NA, stage:1, alive, 1680 days	1178.1
DO23523	52 years, male, NA, stage:3, alive, 1080 days	1154.9
DO45197	51 years, male, NA, stage:2, alive, 1170 days	1088.8
DO45155	69 years, male, NA, stage:2, alive, 2160 days	993.8
DO45091	56 years, male, NA, stage:2, dead, 1320 days	992.5
DO23552	80 years, female, NA, stage:1, alive, 810 days	954.5
DO23549	74 years, male, NA, stage:3, alive, 990 days	945.8
DO45121	61 years, male, NA, stage:3, alive, 1530 days	935.2
DO45277	64 years, male, NA, stage:3, alive, 600 days	914.3
DO45211	76 years, male, NA, stage:3, alive, 240 days	912.9
DO23515	71 years, male, NA, stage:2, alive, 1230 days	877.4
DO50778	60 years, male, NA, stage:4, alive, 630 days	860.0
DO23526	66 years, male, NA, stage:3, alive, 1050 days	845.0
DO45119	74 years, male, NA, stage:3, dead, 510 days	833.5
DO45245	75 years, female, NA, stage:2, dead, 240 days	818.8
DO48712	50 years, male, NA, stage:2, alive, 810 days	809.9
DO23539	77 years, male, NA, stage:1, alive, 1110 days	801.7
DO23537	79 years, male, NA, stage:2, dead, 900 days	799.5
DO45096	69 years, male, NA, stage:2, dead, 1290 days	797.3
DO48720	62 years, female, NA, stage:2, alive, 570 days	795.9
DO45267	73 years, male, NA, stage:3, dead, 570 days	749.6
DO45127	73 years, male, NA, stage:3, dead, 420 days	743.0
DO45189	85 years, female, NA, stage:2, alive, 1200 days	740.5
DO45131	53 years, male, NA, stage:4, dead, 360 days	729.9
DO45103	47 years, male, NA, stage:3, alive, 450 days	729.4
DO45299	70 years, female, NA, stage:1, alive, 1440 days	714.6
DO50799	66 years, female, NA, stage:2, alive, 540 days	699.7
DO45305	66 years, male, NA, stage:4, alive, 300 days	691.9
DO45273	62 years, male, NA, stage:2, alive, 480 days	680.9
DO45213	58 years, male, NA, stage:1, alive, 1200 days	674.0
DO45193	68 years, female, NA, stage:4, dead, 120 days	658.3
DO23545	67 years, male, NA, stage:2, dead, 570 days	647.7
DO45137	38 years, male, NA, stage:1, alive, 1320 days	635.7
DO50791	79 years, female, NA, stage:1, dead, 480 days	635.4
DO45275	65 years, male, NA, stage:3, dead, 10 days	628.6
DO45099	46 years, male, NA, stage:3, alive, 1590 days	624.1
DO23524	71 years, female, NA, stage:2, alive, 1050 days	623.7
DO45307	54 years, female, NA, stage:4, dead, 240 days	623.3
DO45257	46 years, male, NA, stage:3, alive, 810 days	622.7
DO23535	67 years, male, NA, stage:1, alive, 960 days	616.1
DO45139	63 years, male, NA, stage:3, alive, 1320 days	612.4
DO23519	65 years, male, NA, stage:3, alive, 630 days	607.7
DO45303	62 years, female, NA, stage:3, alive, 990 days	607.5
DO45149	70 years, female, NA, stage:2, alive, 1260 days	601.2
DO48681	57 years, male, NA, stage:2, alive, 900 days	599.1
DO48732	73 years, male, NA, stage:3, alive, 630 days	594.9
DO45243	74 years, female, NA, stage:3, alive, 930 days	594.6
DO50829	78 years, male, NA, stage:3, alive, 570 days	583.2
DO50855	47 years, male, NA, stage:2, alive, 570 days	581.5
DO45092	62 years, male, NA, stage:4, dead, 1200 days	576.0
DO45219	78 years, male, NA, stage:2, alive, 1080 days	573.8
DO23528	45 years, female, NA, stage:2, alive, 1020 days	573.0
DO50813	56 years, male, NA, stage:2, alive, 420 days	572.0
DO48736	76 years, female, NA, stage:1, alive, 600 days	556.4
DO50787	63 years, male, NA, stage:3, alive, 480 days	554.7
DO45249	57 years, male, NA, stage:1, alive, 630 days	554.7
DO45205	67 years, female, NA, stage:2, dead, 90 days	548.5
DO45135	77 years, male, NA, stage:1, alive, 1410 days	547.5
DO50800	74 years, male, NA, stage:2, alive, 510 days	539.5
DO48757	68 years, female, NA, stage:3, alive, 480 days	535.5
DO50806	70 years, male, NA, stage:4, alive, 540 days	535.0
DO45251	57 years, female, NA, stage:2, alive, 900 days	528.2
DO23530	53 years, male, NA, stage:4, dead, 180 days	528.0
DO48728	74 years, female, NA, stage:2, alive, 150 days	525.8
DO45255	81 years, male, NA, stage:3, alive, 720 days	525.5
DO45141	73 years, male, NA, stage:2, alive, 1320 days	525.0
DO50808	68 years, male, NA, stage:2, alive, 570 days	518.4
DO48679	72 years, male, NA, stage:2, alive, 1200 days	516.6
DO50785	37 years, male, NA, stage:4, dead, 90 days	515.6
DO23548	78 years, female, NA, stage:1, alive, 840 days	504.5
DO45287	74 years, male, NA, stage:1, alive, 390 days	502.6
DO48759	73 years, male, NA, stage:3, alive, 720 days	488.8
DO45253	50 years, male, NA, stage:2, alive, 870 days	488.3
DO48723	73 years, male, NA, stage:1, alive, 600 days	486.1
DO23550	69 years, male, NA, stage:1, alive, 990 days	485.9
DO48715	58 years, female, NA, stage:2, dead, 690 days	481.5
DO48719	80 years, male, NA, stage:2, alive, 690 days	480.7
DO45207	68 years, male, NA, stage:1, alive, 1050 days	473.7
DO23541	65 years, male, NA, stage:2, alive, 930 days	469.7
DO48697	64 years, female, NA, stage:2, dead, 810 days	467.4
DO23534	60 years, male, NA, stage:2, alive, 840 days	466.7
DO45187	32 years, female, NA, stage:1, alive, 1260 days	465.7
DO45241	49 years, male, NA, stage:1, alive, 1080 days	462.5
DO45217	69 years, female, NA, stage:3, dead, 270 days	459.8
DO48743	69 years, female, NA, stage:2, alive, 570 days	456.4
DO23521	63 years, male, NA, stage:3, alive, 1110 days	455.9
DO45093	71 years, male, NA, stage:2, dead, 720 days	455.1
DO23513	76 years, male, NA, stage:3, alive, 1200 days	453.9
DO45281	83 years, male, NA, stage:4, alive, 750 days	444.9
DO45185	89 years, male, NA, stage:2, alive, 600 days	437.0
DO50825	70 years, male, NA, stage:2, alive, 390 days	435.7
DO45297	61 years, female, NA, stage:4, dead, 1260 days	433.8
DO23546	63 years, male, NA, stage:2, alive, 1050 days	432.7
DO50817	75 years, male, NA, stage:2, alive, 390 days	431.3
DO45101	63 years, male, NA, stage:2, alive, 1680 days	430.2
DO45179	78 years, female, NA, stage:2, alive, 600 days	428.3
DO45117	73 years, female, NA, stage:2, dead, 1110 days	428.0
DO50845	72 years, male, NA, stage:3, alive, 210 days	427.1
DO45285	59 years, male, NA, stage:3, alive, 480 days	427.0
DO50820	77 years, female, NA, stage:3, alive, 510 days	426.7
DO50857	72 years, male, NA, stage:2, alive, 210 days	426.6
DO23543	63 years, male, NA, stage:2, alive, 1020 days	421.6
DO45095	66 years, male, NA, stage:2, alive, 1620 days	416.6
DO45129	61 years, male, NA, stage:3, alive, 1470 days	414.5
DO45203	71 years, female, NA, stage:2, alive, 1170 days	413.6
DO50798	77 years, male, NA, stage:3, dead, 30 days	409.0
DO23509	60 years, male, NA, stage:3, dead, 780 days	404.7
DO48717	54 years, male, NA, stage:4, dead, 180 days	402.6
DO45259	65 years, male, NA, stage:3, alive, 330 days	400.3
DO45177	81 years, female, NA, stage:3, alive, 1260 days	400.0
DO50809	56 years, male, NA, stage:3, dead, 720 days	395.7
DO48737	52 years, male, NA, stage:1, alive, 720 days	394.5
DO45107	63 years, female, NA, stage:2, alive, 1710 days	392.3
DO45223	67 years, male, NA, stage:4, alive, 1020 days	391.9
DO23525	71 years, male, NA, stage:4, alive, 1050 days	390.3
DO50789	73 years, female, NA, stage:2, alive, 570 days	389.6
DO50840	49 years, male, NA, stage:2, alive, 330 days	387.5
DO45115	81 years, male, NA, stage:2, alive, 840 days	386.9
DO45167	67 years, male, NA, stage:2, dead, 1440 days	386.6
DO45279	67 years, male, NA, stage:3, alive, 1290 days	383.7
DO45237	58 years, male, NA, stage:2, alive, 900 days	376.2
DO48747	62 years, male, NA, stage:3, alive, 540 days	376.1
DO45183	72 years, female, NA, stage:2, dead, 570 days	374.2
DO45235	68 years, female, NA, stage:1, alive, 900 days	374.0
DO23538	67 years, male, NA, stage:2, alive, 450 days	366.9
DO45157	62 years, male, NA, stage:2, alive, 1980 days	365.2
DO48730	73 years, female, NA, stage:2, alive, 630 days	361.3
DO45233	83 years, male, NA, stage:3, alive, 900 days	359.8
DO50819	72 years, female, NA, stage:2, alive, 510 days	359.6
DO45283	60 years, male, NA, stage:3, alive, 510 days	358.5
DO45269	59 years, male, NA, stage:3, alive, 750 days	356.9
DO48701	78 years, male, NA, stage:2, alive, 780 days	351.9
DO48700	78 years, female, NA, stage:2, alive, 810 days	350.5
DO45153	77 years, female, NA, stage:2, alive, 1380 days	350.1
DO45231	84 years, male, NA, stage:2, alive, 930 days	349.6
DO23529	72 years, male, NA, stage:4, alive, 930 days	348.4
DO48706	72 years, male, NA, stage:2, alive, 870 days	347.2
DO45109	63 years, male, NA, stage:2, alive, 1590 days	341.3
DO23540	73 years, male, NA, stage:1, alive, 750 days	334.1
DO50802	49 years, male, NA, stage:2, alive, 930 days	333.2
DO50844	75 years, male, NA, stage:4, alive, 300 days	328.6
DO45161	74 years, male, NA, stage:2, dead, 540 days	320.2
DO50783	62 years, male, NA, stage:3, alive, 480 days	318.1
DO227801	77 years, female, NA, stage:1, alive, 660 days	313.1
DO45221	75 years, female, NA, stage:4, dead, 390 days	309.9
DO50803	62 years, female, NA, stage:1, alive, 540 days	307.3
DO48725	66 years, male, NA, stage:1, alive, 780 days	306.6
DO50832	73 years, male, NA, stage:3, alive, 90 days	305.9
DO48761	55 years, male, NA, stage:2, alive, 870 days	305.9
DO45215	65 years, male, NA, stage:2, alive, 1170 days	302.1
DO45173	63 years, male, NA, stage:3, alive, 1170 days	301.8
DO23510	80 years, female, NA, stage:2, alive, 870 days	301.0
DO45261	74 years, male, NA, stage:3, alive, 990 days	300.2
DO23532	71 years, female, NA, stage:1, alive, 960 days	298.5
DO227643	79 years, male, NA, stage:2, alive, 1260 days	293.6
DO45143	69 years, male, NA, stage:3, alive, 1290 days	290.7
DO23514	64 years, male, NA, stage:2, alive, 1290 days	289.5
DO45289	78 years, female, NA, stage:3, alive, 360 days	288.1
DO23508	79 years, female, NA, stage:2, alive, 390 days	287.9
DO50818	65 years, male, NA, stage:2, alive, 510 days	285.7
DO45159	65 years, male, NA, stage:3, alive, 1470 days	285.1
DO45097	69 years, male, NA, stage:3, alive, 1620 days	283.9
DO45265	73 years, male, NA, stage:3, alive, 1020 days	283.2
DO45225	69 years, male, NA, stage:1, alive, 1050 days	280.4
DO45181	84 years, female, NA, stage:2, alive, 1200 days	279.1
DO50816	63 years, male, NA, stage:2, alive, 390 days	278.8
DO23512	60 years, male, NA, stage:1, alive, 1260 days	277.6
DO23551	73 years, male, NA, stage:3, dead, 150 days	274.7
DO45165	75 years, male, NA, stage:2, alive, 690 days	274.2
DO45125	58 years, male, NA, stage:3, alive, 1680 days	274.2
DO45201	49 years, male, NA, stage:1, alive, 900 days	272.9
DO48704	68 years, female, NA, stage:3, alive, 750 days	272.0
DO50805	72 years, male, NA, stage:2, alive, 690 days	271.7
DO45133	64 years, male, NA, stage:3, dead, 660 days	271.3
DO48693	71 years, male, NA, stage:2, alive, 900 days	270.7
DO48733	72 years, male, NA, stage:2, alive, 600 days	266.4
DO45094	76 years, male, NA, stage:3, alive, 1650 days	265.7
DO45263	67 years, male, NA, stage:3, dead, 270 days	264.1
DO48695	77 years, male, NA, stage:2, alive, 720 days	254.6
DO45247	31 years, female, NA, stage:2, alive, 210 days	254.2
DO45175	74 years, male, NA, stage:2, alive, 1140 days	253.5
DO50776	75 years, male, NA, stage:1, alive, 690 days	248.1
DO48677	58 years, male, NA, stage:3, alive, 1140 days	246.2
DO48682	72 years, female, NA, stage:3, dead, 120 days	238.1
DO48727	81 years, female, NA, stage:2, dead, 390 days	234.0
DO23544	67 years, male, NA, stage:2, alive, 960 days	233.8
DO23517	62 years, male, NA, stage:2, alive, 1200 days	233.6
DO23542	66 years, male, NA, stage:3, alive, 960 days	233.3
DO50774	68 years, female, NA, stage:2, alive, 720 days	227.9
DO45195	62 years, male, NA, stage:1, alive, 390 days	227.5
DO23536	56 years, male, NA, stage:2, alive, 930 days	222.6
DO48760	70 years, female, NA, stage:2, alive, 690 days	221.7
DO45229	74 years, male, NA, stage:1, alive, 990 days	220.7
DO48716	71 years, male, NA, stage:2, alive, 720 days	218.7
DO45171	56 years, male, NA, stage:3, alive, 600 days	218.2
DO50807	67 years, male, NA, stage:1, alive, 540 days	217.8
DO45163	76 years, male, NA, stage:2, alive, 960 days	212.0
DO50793	76 years, male, NA, stage:4, alive, 540 days	211.2
DO45123	78 years, female, NA, stage:2, dead, 570 days	210.5
DO23527	72 years, male, NA, stage:1, alive, 1050 days	205.9
DO45169	74 years, male, NA, stage:3, alive, 1350 days	205.6
DO48742	76 years, male, NA, stage:2, alive, 600 days	202.3
DO23531	78 years, female, NA, stage:3, alive, 900 days	201.5
DO23533	61 years, male, NA, stage:2, alive, 900 days	199.1
DO48672	81 years, male, NA, stage:2, alive, 450 days	198.9
DO45113	58 years, male, NA, stage:3, alive, 1560 days	196.2
DO48674	80 years, male, NA, stage:2, alive, 1260 days	191.3
DO23518	67 years, male, NA, stage:2, alive, 1320 days	190.0
DO45191	61 years, female, NA, stage:2, alive, 1200 days	183.9
DO45111	74 years, male, NA, stage:2, alive, 1590 days	183.2
DO48741	64 years, male, NA, stage:3, alive, 240 days	179.0
DO45227	57 years, female, NA, stage:2, alive, 1020 days	178.8
DO23516	69 years, male, NA, stage:3, dead, 20 days	178.4
DO50814	83 years, male, NA, stage:3, alive, 420 days	166.9
DO45239	42 years, male, NA, stage:2, alive, 870 days	160.1
DO48721	58 years, female, NA, stage:1, alive, 900 days	152.6
DO50859	77 years, male, NA, stage:2, alive, 180 days	148.3
DO50822	66 years, male, NA, stage:2, alive, 510 days	144.0
DO23511	83 years, female, NA, stage:3, dead, 180 days	123.0
DO50811	62 years, male, NA, stage:1, alive, 450 days	120.1
DO50850	74 years, male, NA, stage:3, alive, 720 days	119.5
DO48746	76 years, male, NA, stage:3, alive, 570 days	113.8
DO50804	81 years, male, NA, stage:2, alive, 720 days	111.4
DO45199	86 years, female, NA, stage:2, alive, 1350 days	111.0
DO48751	68 years, male, NA, stage:2, dead, 480 days	98.3
DO50839	47 years, female, NA, stage:3, alive, 330 days	73.4
DO45209	70 years, male, NA, stage:4, alive, 1350 days	34.6
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
192	Normal	0.6
112	Tumor	0.6
777	Tumor	0.6
221	Tumor	0.5
627	Tumor	0.5
921	Tumor	0.4
471	Tumor	0.4
617	Tumor	0.4
527	Tumor	0.4
396	Normal	0.4
444	Normal	0.4
126	Normal	0.4
881	Tumor	0.4
443	Tumor	0.4
432	Normal	0.3
455	Tumor	0.3
461	Tumor	0.3
434	Normal	0.3
227	Tumor	0.3
545	Tumor	0.3
618	Normal	0.3
421	Tumor	0.3
222	Normal	0.3
344	Normal	0.3
728	Normal	0.3
1022	Normal	0.3
641	Tumor	0.3
573	Tumor	0.3
498	Normal	0.3
1046	Normal	0.3
944	Normal	0.3
212	Normal	0.3
312	Normal	0.3
664	Normal	0.3
332	Normal	0.3
862	Normal	0.3
716	Normal	0.3
868	Normal	0.3
914	Normal	0.3
425	Tumor	0.3
111	Normal	0.3
268	Normal	0.3
574	Normal	0.3
924	Normal	0.3
388	Normal	0.3
465	Tumor	0.3
196	Normal	0.3
1032	Normal	0.2
723	Tumor	0.2
352	Normal	0.2
195	Tumor	0.2
672	Normal	0.2
742	Normal	0.2
744	Normal	0.2
271	Tumor	0.2
448	Normal	0.2
132	Normal	0.2
538	Normal	0.2
975	Tumor	0.2
523	Tumor	0.2
413	Tumor	0.2
356	Normal	0.2
553	Tumor	0.2
426	Normal	0.2
464	Normal	0.2
878	Normal	0.2
572	Normal	0.2
616	Normal	0.2
648	Normal	0.2
1025	Tumor	0.2
864	Normal	0.2
558	Normal	0.2
466	Normal	0.2
342	Normal	0.2
568	Normal	0.2
778	Normal	0.2
146	Normal	0.2
713	Tumor	0.2
363	Tumor	0.2
917	Tumor	0.2
813	Tumor	0.2
456	Normal	0.2
385	Tumor	0.2
138	Normal	0.2
516	Normal	0.2
984	Normal	0.2
816	Normal	0.2
738	Normal	0.2
214	Normal	0.2
952	Normal	0.2
954	Normal	0.2
436	Normal	0.2
478	Normal	0.2
916	Normal	0.2
386	Normal	0.2
695	Tumor	0.2
686	Normal	0.2
536	Normal	0.2
746	Normal	0.2
424	Normal	0.2
362	Normal	0.2
131	Tumor	0.2
518	Normal	0.2
368	Normal	0.2
721	Tumor	0.2
817	Tumor	0.2
384	Normal	0.2
298	Normal	0.2
422	Normal	0.2
1044	Normal	0.2
162	Normal	0.2
284	Normal	0.2
698	Normal	0.2
172	Normal	0.2
484	Normal	0.2
446	Normal	0.2
636	Normal	0.1
964	Normal	0.1
467	Tumor	0.1
218	Normal	0.1
563	Tumor	0.1
314	Normal	0.1
492	Normal	0.1
976	Normal	0.1
1028	Normal	0.1
874	Normal	0.1
262	Normal	0.1
922	Normal	0.1
786	Normal	0.1
1042	Normal	0.1
877	Tumor	0.1
272	Normal	0.1
514	Normal	0.1
528	Normal	0.1
188	Normal	0.1
474	Normal	0.1
142	Normal	0.1
366	Normal	0.1
258	Normal	0.1
128	Normal	0.1
628	Normal	0.1
468	Normal	0.1
412	Normal	0.1
414	Normal	0.1
364	Normal	0.1
186	Normal	0.1
376	Normal	0.1
818	Normal	0.1
217	Tumor	0.1
278	Normal	0.1
1016	Normal	0.1
148	Normal	0.1
866	Normal	0.1
224	Normal	0.1
958	Normal	0.1
756	Normal	0.1
968	Normal	0.1
824	Normal	0.1
938	Normal	0.1
534	Normal	0.1
428	Normal	0.1
564	Normal	0.1
1021	Tumor	0.1
546	Normal	0.1
696	Normal	0.1
416	Normal	0.1
114	Normal	0.1
277	Tumor	0.1
228	Normal	0.1
852	Normal	0.1
394	Normal	0.1
524	Normal	0.1
1014	Normal	0.1
136	Normal	0.1
918	Normal	0.1
912	Normal	0.1
714	Normal	0.1
472	Normal	0.1
462	Normal	0.1
482	Normal	0.1
526	Normal	0.1
926	Normal	0.1
185	Tumor	0.1
966	Normal	0.1
357	Tumor	0.1
978	Normal	0.1
666	Normal	0.1
354	Normal	0.1
452	Normal	0.1
642	Normal	0.1
232	Normal	0.1
124	Normal	0.1
662	Normal	0.1
882	Normal	0.1
488	Normal	0.0
857	Tumor	0.0
873	Tumor	0.0
494	Normal	0.0
328	Normal	0.0
884	Normal	0.0
722	Normal	0.0
213	Tumor	0.0
955	Tumor	0.0
956	Normal	0.0
1026	Normal	0.0
977	Tumor	0.0
392	Normal	0.0
858	Normal	0.0
851	Tumor	0.0
327	Tumor	0.0
957	Tumor	0.0
1043	Tumor	0.0
286	Normal	0.0
125	Tumor	0.0
297	Tumor	0.0
447	Tumor	0.0
1045	Tumor	0.0
191	Tumor	0.0
963	Tumor	0.0
815	Tumor	0.0
982	Normal	0.0
135	Tumor	0.0
863	Tumor	0.0
737	Tumor	0.0
427	Tumor	0.0
223	Tumor	0.0
343	Tumor	0.0
861	Tumor	0.0
943	Tumor	0.0
814	Normal	0.0
1031	Tumor	0.0
358	Normal	0.0
415	Tumor	0.0
571	Tumor	-0.1
433	Tumor	-0.1
867	Tumor	-0.1
383	Tumor	-0.1
823	Tumor	-0.1
341	Tumor	-0.1
483	Tumor	-0.1
755	Tumor	-0.1
331	Tumor	-0.1
535	Tumor	-0.1
145	Tumor	-0.1
311	Tumor	-0.1
355	Tumor	-0.1
147	Tumor	-0.1
487	Tumor	-0.1
554	Normal	-0.1
615	Tumor	-0.1
375	Tumor	-0.1
883	Tumor	-0.1
491	Tumor	-0.1
481	Tumor	-0.1
497	Tumor	-0.1
913	Tumor	-0.1
367	Tumor	-0.2
445	Tumor	-0.2
423	Tumor	-0.2
261	Tumor	-0.2
113	Tumor	-0.2
451	Tumor	-0.2
671	Tumor	-0.2
463	Tumor	-0.2
285	Tumor	-0.2
283	Tumor	-0.2
137	Tumor	-0.2
161	Tumor	-0.2
365	Tumor	-0.2
187	Tumor	-0.2
211	Tumor	-0.2
493	Tumor	-0.2
1041	Tumor	-0.2
967	Tumor	-0.3
353	Tumor	-0.3
525	Tumor	-0.3
647	Tumor	-0.3
937	Tumor	-0.3
557	Tumor	-0.3
951	Tumor	-0.3
745	Tumor	-0.3
1015	Tumor	-0.3
141	Tumor	-0.3
661	Tumor	-0.3
477	Tumor	-0.3
741	Tumor	-0.3
431	Tumor	-0.3
635	Tumor	-0.3
411	Tumor	-0.3
911	Tumor	-0.3
785	Tumor	-0.3
567	Tumor	-0.3
533	Tumor	-0.3
393	Tumor	-0.3
517	Tumor	-0.3
513	Tumor	-0.3
981	Tumor	-0.3
983	Tumor	-0.4
257	Tumor	-0.4
697	Tumor	-0.4
915	Tumor	-0.4
743	Tumor	-0.4
685	Tumor	-0.4
313	Tumor	-0.4
663	Tumor	-0.4
127	Tumor	-0.4
391	Tumor	-0.5
923	Tumor	-0.5
724	Normal	-0.5
715	Tumor	-0.5
231	Tumor	-0.5
953	Tumor	-0.5
925	Tumor	-0.5
387	Tumor	-0.5
435	Tumor	-0.5
351	Tumor	-0.5
727	Tumor	-0.6
665	Tumor	-0.6
865	Tumor	-0.6
473	Tumor	-0.6
515	Tumor	-0.6
171	Tumor	-0.7
267	Tumor	-0.7
1013	Tumor	-0.7
1027	Tumor	-0.7
537	Tumor	-0.8
361	Tumor	-0.9
965	Tumor	-0.9
395	Tumor	-1.0
123	Tumor	-1.1
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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 HPA018122	Antibody HPA027478	Antibody HPA028386	Antibody CAB010337
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