Expression of TUBA1B 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

TUBA1B is validated prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 555.83

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average pTPM

399.1

Number of samples

362

Samples

Sample	Description	pTPM
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	3395.8
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	2843.1
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	1820.9
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	1548.1
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	1532.8
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	1507.2
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	1407.1
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	1255.9
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	1234.9
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	1230.6
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	1145.5
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	1136.9
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	1107.9
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	1100.1
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	987.8
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	979.9
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	974.1
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	922.6
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	919.3
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	915.6
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	904.8
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	872.1
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	868.0
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	833.6
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	816.2
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	813.5
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	811.6
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	807.5
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	805.7
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	787.9
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	786.2
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	785.7
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	776.4
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	772.1
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	765.6
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	761.4
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	756.8
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	756.3
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	744.7
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	741.9
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	736.6
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	730.6
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	724.2
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	714.6
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	694.8
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	683.8
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	677.3
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	671.7
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	668.1
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	661.5
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	660.3
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	652.9
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	647.7
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	640.2
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	638.4
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	635.5
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	633.8
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	621.4
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	619.4
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	619.3
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	615.1
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	613.8
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	611.3
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	609.3
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	600.4
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	591.6
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	578.5
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	578.1
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	570.5
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	565.3
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	564.6
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	561.7
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	561.7
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	555.8
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	553.6
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	549.0
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	546.8
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	542.3
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	536.9
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	530.8
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	529.4
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	522.6
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	516.0
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	512.3
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	509.9
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	504.5
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	503.1
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	497.2
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	492.9
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	492.8
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	492.7
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	492.0
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	490.8
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	484.2
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	474.6
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	471.8
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	469.5
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	468.1
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	462.1
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	461.9
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	458.3
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	456.0
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	454.3
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	453.2
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	449.0
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	436.2
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	432.9
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	429.3
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	424.5
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	419.9
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	414.2
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	410.9
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	409.3
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	406.3
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	399.9
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	395.2
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	394.5
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	393.9
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	393.1
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	392.6
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	391.8
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	391.7
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	389.6
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	388.1
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	387.4
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	382.6
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	381.3
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	379.9
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	377.5
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	377.3
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	372.8
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	372.6
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	372.4
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	372.2
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	370.3
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	370.1
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	367.1
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	363.7
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	358.4
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	355.9
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	355.6
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	353.9
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	352.8
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	349.1
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	348.8
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	345.9
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	345.3
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	344.4
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	344.4
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	344.0
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	343.6
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	342.9
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	342.3
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	339.6
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	339.1
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	339.1
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	338.6
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	334.9
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	334.6
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	332.7
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	330.9
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	329.3
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	326.5
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	324.3
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	323.8
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	321.9
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	321.3
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	320.5
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	319.8
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	318.7
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	315.5
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	314.8
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	314.7
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	314.7
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	314.4
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	314.1
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	313.5
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	312.9
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	312.8
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	309.1
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	307.6
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	305.4
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	305.0
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	303.9
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	303.7
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	303.5
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	303.5
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	302.9
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	300.8
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	300.5
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	299.7
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	296.4
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	296.2
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	293.8
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	293.0
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	292.3
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	291.7
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	288.3
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	287.3
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	287.3
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	284.9
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	284.1
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	282.2
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	281.6
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	281.0
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	279.5
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	278.6
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	278.1
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	275.4
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	275.2
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	274.1
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	273.9
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	270.1
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	268.9
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	268.0
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	265.0
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	263.5
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	261.8
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	261.3
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	260.9
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	260.0
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	257.4
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	256.7
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	256.6
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	256.5
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	254.3
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	253.3
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	252.2
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	251.9
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	248.5
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	247.9
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	247.8
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	247.4
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	245.3
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	244.7
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	244.3
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	242.1
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	241.9
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	241.5
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	238.3
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	236.8
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	236.8
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	234.9
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	234.8
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	232.7
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	230.8
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	230.4
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	229.3
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	227.0
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	224.6
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	221.8
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	221.4
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	220.8
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	219.2
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	218.8
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	218.7
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	215.6
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	214.4
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	213.0
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	210.7
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	209.8
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	207.8
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	205.2
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	205.0
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	204.4
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	203.2
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	202.9
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	200.5
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	198.7
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	198.6
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	197.7
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	195.3
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	195.2
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	195.1
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	194.0
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	192.7
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	192.4
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	191.4
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	191.0
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	190.5
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	190.1
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	189.2
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	188.8
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	188.5
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	188.2
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	187.6
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	186.9
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	184.3
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	183.8
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	183.8
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	182.7
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	181.9
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	181.5
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	180.9
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	180.9
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	179.5
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	176.3
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	175.6
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	174.7
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	174.6
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	174.1
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	173.3
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	171.4
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	169.3
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	168.7
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	167.9
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	167.3
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	166.8
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	165.5
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	165.0
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	164.9
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	164.6
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	163.7
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	162.0
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	160.8
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	159.2
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	157.0
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	155.8
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	153.5
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	151.4
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	150.9
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	149.8
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	149.1
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	144.6
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	144.6
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	144.3
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	143.5
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	143.3
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	143.0
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	140.6
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	139.9
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	138.4
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	137.1
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	134.6
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	130.1
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	127.6
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	126.2
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	122.6
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	120.9
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	119.9
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	119.7
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	119.4
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	113.8
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	112.5
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	111.4
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	110.8
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	110.1
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	108.3
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	108.2
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	108.0
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	101.5
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	97.2
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	97.0
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	97.0
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	96.4
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	92.0
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	92.0
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	91.5
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	82.4
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	79.2
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	71.1
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	42.2
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TUBA1B is validated prognostic, high expression is unfavorable in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 145.11

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 pTPM

265.7

Number of samples

231

Samples

Sample	Description	pTPM
DO50829	78 years, male, NA, stage:3, alive, 570 days	1920.7
DO45275	65 years, male, NA, stage:3, dead, 10 days	1795.5
DO45299	70 years, female, NA, stage:1, alive, 1440 days	1533.6
DO45307	54 years, female, NA, stage:4, dead, 240 days	1126.6
DO45127	73 years, male, NA, stage:3, dead, 420 days	977.3
DO45139	63 years, male, NA, stage:3, alive, 1320 days	831.6
DO45259	65 years, male, NA, stage:3, alive, 330 days	813.7
DO23525	71 years, male, NA, stage:4, alive, 1050 days	754.9
DO45145	78 years, male, NA, stage:3, dead, 60 days	720.4
DO45155	69 years, male, NA, stage:2, alive, 2160 days	682.8
DO48747	62 years, male, NA, stage:3, alive, 540 days	623.5
DO45209	70 years, male, NA, stage:4, alive, 1350 days	589.0
DO45287	74 years, male, NA, stage:1, alive, 390 days	578.1
DO45161	74 years, male, NA, stage:2, dead, 540 days	576.4
DO45205	67 years, female, NA, stage:2, dead, 90 days	561.5
DO45119	74 years, male, NA, stage:3, dead, 510 days	547.8
DO45185	89 years, male, NA, stage:2, alive, 600 days	546.7
DO48720	62 years, female, NA, stage:2, alive, 570 days	545.0
DO23523	52 years, male, NA, stage:3, alive, 1080 days	513.3
DO45277	64 years, male, NA, stage:3, alive, 600 days	512.4
DO48717	54 years, male, NA, stage:4, dead, 180 days	509.5
DO23526	66 years, male, NA, stage:3, alive, 1050 days	506.3
DO23515	71 years, male, NA, stage:2, alive, 1230 days	505.4
DO23519	65 years, male, NA, stage:3, alive, 630 days	490.7
DO50819	72 years, female, NA, stage:2, alive, 510 days	472.7
DO45211	76 years, male, NA, stage:3, alive, 240 days	466.3
DO45093	71 years, male, NA, stage:2, dead, 720 days	464.4
DO48730	73 years, female, NA, stage:2, alive, 630 days	461.1
DO45297	61 years, female, NA, stage:4, dead, 1260 days	453.0
DO45263	67 years, male, NA, stage:3, dead, 270 days	447.5
DO45245	75 years, female, NA, stage:2, dead, 240 days	429.8
DO23513	76 years, male, NA, stage:3, alive, 1200 days	429.8
DO50806	70 years, male, NA, stage:4, alive, 540 days	428.4
DO50778	60 years, male, NA, stage:4, alive, 630 days	422.0
DO50815	62 years, male, NA, stage:3, alive, 150 days	419.2
DO23524	71 years, female, NA, stage:2, alive, 1050 days	400.0
DO45231	84 years, male, NA, stage:2, alive, 930 days	399.9
DO45217	69 years, female, NA, stage:3, dead, 270 days	398.8
DO23530	53 years, male, NA, stage:4, dead, 180 days	398.0
DO45269	59 years, male, NA, stage:3, alive, 750 days	393.4
DO50800	74 years, male, NA, stage:2, alive, 510 days	392.3
DO45092	62 years, male, NA, stage:4, dead, 1200 days	391.5
DO45225	69 years, male, NA, stage:1, alive, 1050 days	388.5
DO48732	73 years, male, NA, stage:3, alive, 630 days	386.1
DO45305	66 years, male, NA, stage:4, alive, 300 days	383.5
DO45135	77 years, male, NA, stage:1, alive, 1410 days	379.3
DO23521	63 years, male, NA, stage:3, alive, 1110 days	373.8
DO45237	58 years, male, NA, stage:2, alive, 900 days	369.6
DO45157	62 years, male, NA, stage:2, alive, 1980 days	366.3
DO45235	68 years, female, NA, stage:1, alive, 900 days	360.5
DO45267	73 years, male, NA, stage:3, dead, 570 days	354.2
DO48757	68 years, female, NA, stage:3, alive, 480 days	349.4
DO48681	57 years, male, NA, stage:2, alive, 900 days	342.9
DO45131	53 years, male, NA, stage:4, dead, 360 days	336.5
DO48728	74 years, female, NA, stage:2, alive, 150 days	336.4
DO45249	57 years, male, NA, stage:1, alive, 630 days	324.7
DO45239	42 years, male, NA, stage:2, alive, 870 days	322.1
DO23514	64 years, male, NA, stage:2, alive, 1290 days	319.7
DO50809	56 years, male, NA, stage:3, dead, 720 days	318.3
DO45221	75 years, female, NA, stage:4, dead, 390 days	316.2
DO23547	74 years, male, NA, stage:1, alive, 1020 days	314.9
DO50791	79 years, female, NA, stage:1, dead, 480 days	314.5
DO45189	85 years, female, NA, stage:2, alive, 1200 days	307.8
DO23537	79 years, male, NA, stage:2, dead, 900 days	300.6
DO23508	79 years, female, NA, stage:2, alive, 390 days	299.3
DO48741	64 years, male, NA, stage:3, alive, 240 days	298.0
DO48695	77 years, male, NA, stage:2, alive, 720 days	297.6
DO45301	56 years, male, NA, stage:2, dead, 1440 days	297.0
DO23510	80 years, female, NA, stage:2, alive, 870 days	292.4
DO45251	57 years, female, NA, stage:2, alive, 900 days	292.1
DO45153	77 years, female, NA, stage:2, alive, 1380 days	291.8
DO48697	64 years, female, NA, stage:2, dead, 810 days	281.6
DO48700	78 years, female, NA, stage:2, alive, 810 days	281.1
DO50799	66 years, female, NA, stage:2, alive, 540 days	280.6
DO45281	83 years, male, NA, stage:4, alive, 750 days	279.4
DO45289	78 years, female, NA, stage:3, alive, 360 days	274.7
DO45165	75 years, male, NA, stage:2, alive, 690 days	271.3
DO45187	32 years, female, NA, stage:1, alive, 1260 days	270.9
DO45303	62 years, female, NA, stage:3, alive, 990 days	270.6
DO45273	62 years, male, NA, stage:2, alive, 480 days	268.9
DO45279	67 years, male, NA, stage:3, alive, 1290 days	267.2
DO23549	74 years, male, NA, stage:3, alive, 990 days	266.2
DO50807	67 years, male, NA, stage:1, alive, 540 days	262.5
DO48712	50 years, male, NA, stage:2, alive, 810 days	262.0
DO45283	60 years, male, NA, stage:3, alive, 510 days	260.9
DO45207	68 years, male, NA, stage:1, alive, 1050 days	258.9
DO48761	55 years, male, NA, stage:2, alive, 870 days	257.2
DO23552	80 years, female, NA, stage:1, alive, 810 days	255.0
DO23529	72 years, male, NA, stage:4, alive, 930 days	253.8
DO45219	78 years, male, NA, stage:2, alive, 1080 days	247.4
DO50785	37 years, male, NA, stage:4, dead, 90 days	242.3
DO45213	58 years, male, NA, stage:1, alive, 1200 days	240.2
DO45115	81 years, male, NA, stage:2, alive, 840 days	238.4
DO45265	73 years, male, NA, stage:3, alive, 1020 days	236.8
DO50798	77 years, male, NA, stage:3, dead, 30 days	235.6
DO50787	63 years, male, NA, stage:3, alive, 480 days	228.7
DO50805	72 years, male, NA, stage:2, alive, 690 days	225.7
DO45243	74 years, female, NA, stage:3, alive, 930 days	224.1
DO45183	72 years, female, NA, stage:2, dead, 570 days	223.6
DO50840	49 years, male, NA, stage:2, alive, 330 days	223.4
DO48723	73 years, male, NA, stage:1, alive, 600 days	221.0
DO50855	47 years, male, NA, stage:2, alive, 570 days	219.3
DO48737	52 years, male, NA, stage:1, alive, 720 days	217.6
DO45253	50 years, male, NA, stage:2, alive, 870 days	215.0
DO50832	73 years, male, NA, stage:3, alive, 90 days	207.9
DO50820	77 years, female, NA, stage:3, alive, 510 days	207.3
DO45179	78 years, female, NA, stage:2, alive, 600 days	205.7
DO45285	59 years, male, NA, stage:3, alive, 480 days	202.7
DO45121	61 years, male, NA, stage:3, alive, 1530 days	202.6
DO45159	65 years, male, NA, stage:3, alive, 1470 days	202.5
DO45257	46 years, male, NA, stage:3, alive, 810 days	200.6
DO45141	73 years, male, NA, stage:2, alive, 1320 days	200.0
DO23535	67 years, male, NA, stage:1, alive, 960 days	197.7
DO23516	69 years, male, NA, stage:3, dead, 20 days	197.0
DO48743	69 years, female, NA, stage:2, alive, 570 days	196.0
DO45173	63 years, male, NA, stage:3, alive, 1170 days	194.6
DO45137	38 years, male, NA, stage:1, alive, 1320 days	193.6
DO45223	67 years, male, NA, stage:4, alive, 1020 days	193.6
DO45233	83 years, male, NA, stage:3, alive, 900 days	193.6
DO23542	66 years, male, NA, stage:3, alive, 960 days	193.1
DO50850	74 years, male, NA, stage:3, alive, 720 days	191.5
DO45096	69 years, male, NA, stage:2, dead, 1290 days	189.9
DO23536	56 years, male, NA, stage:2, alive, 930 days	189.8
DO50803	62 years, female, NA, stage:1, alive, 540 days	189.7
DO45103	47 years, male, NA, stage:3, alive, 450 days	189.4
DO45143	69 years, male, NA, stage:3, alive, 1290 days	189.3
DO23543	63 years, male, NA, stage:2, alive, 1020 days	188.5
DO48679	72 years, male, NA, stage:2, alive, 1200 days	186.9
DO23533	61 years, male, NA, stage:2, alive, 900 days	186.7
DO50844	75 years, male, NA, stage:4, alive, 300 days	186.1
DO45117	73 years, female, NA, stage:2, dead, 1110 days	185.9
DO48701	78 years, male, NA, stage:2, alive, 780 days	183.5
DO48672	81 years, male, NA, stage:2, alive, 450 days	182.7
DO48759	73 years, male, NA, stage:3, alive, 720 days	182.5
DO45177	81 years, female, NA, stage:3, alive, 1260 days	179.7
DO23539	77 years, male, NA, stage:1, alive, 1110 days	178.7
DO45113	58 years, male, NA, stage:3, alive, 1560 days	176.0
DO50813	56 years, male, NA, stage:2, alive, 420 days	175.7
DO45133	64 years, male, NA, stage:3, dead, 660 days	174.6
DO45169	74 years, male, NA, stage:3, alive, 1350 days	172.0
DO48725	66 years, male, NA, stage:1, alive, 780 days	171.5
DO45193	68 years, female, NA, stage:4, dead, 120 days	170.9
DO45163	76 years, male, NA, stage:2, alive, 960 days	170.7
DO50776	75 years, male, NA, stage:1, alive, 690 days	170.6
DO45095	66 years, male, NA, stage:2, alive, 1620 days	169.4
DO48736	76 years, female, NA, stage:1, alive, 600 days	165.9
DO23511	83 years, female, NA, stage:3, dead, 180 days	164.2
DO48751	68 years, male, NA, stage:2, dead, 480 days	163.6
DO23546	63 years, male, NA, stage:2, alive, 1050 days	160.5
DO45091	56 years, male, NA, stage:2, dead, 1320 days	159.4
DO23509	60 years, male, NA, stage:3, dead, 780 days	159.1
DO45199	86 years, female, NA, stage:2, alive, 1350 days	158.9
DO48704	68 years, female, NA, stage:3, alive, 750 days	158.7
DO50802	49 years, male, NA, stage:2, alive, 930 days	157.0
DO48682	72 years, female, NA, stage:3, dead, 120 days	157.0
DO48715	58 years, female, NA, stage:2, dead, 690 days	155.9
DO23545	67 years, male, NA, stage:2, dead, 570 days	154.9
DO50774	68 years, female, NA, stage:2, alive, 720 days	153.2
DO45227	57 years, female, NA, stage:2, alive, 1020 days	147.6
DO45123	78 years, female, NA, stage:2, dead, 570 days	146.8
DO48727	81 years, female, NA, stage:2, dead, 390 days	145.1
DO45255	81 years, male, NA, stage:3, alive, 720 days	144.8
DO45203	71 years, female, NA, stage:2, alive, 1170 days	142.6
DO50818	65 years, male, NA, stage:2, alive, 510 days	142.4
DO45247	31 years, female, NA, stage:2, alive, 210 days	142.3
DO45175	74 years, male, NA, stage:2, alive, 1140 days	140.8
DO45197	51 years, male, NA, stage:2, alive, 1170 days	138.2
DO45191	61 years, female, NA, stage:2, alive, 1200 days	136.5
DO45099	46 years, male, NA, stage:3, alive, 1590 days	134.4
DO23527	72 years, male, NA, stage:1, alive, 1050 days	134.4
DO50845	72 years, male, NA, stage:3, alive, 210 days	134.3
DO50811	62 years, male, NA, stage:1, alive, 450 days	133.0
DO45201	49 years, male, NA, stage:1, alive, 900 days	132.8
DO45261	74 years, male, NA, stage:3, alive, 990 days	131.1
DO48716	71 years, male, NA, stage:2, alive, 720 days	130.1
DO23541	65 years, male, NA, stage:2, alive, 930 days	130.1
DO48719	80 years, male, NA, stage:2, alive, 690 days	130.0
DO23518	67 years, male, NA, stage:2, alive, 1320 days	129.5
DO45097	69 years, male, NA, stage:3, alive, 1620 days	127.9
DO50825	70 years, male, NA, stage:2, alive, 390 days	126.5
DO50804	81 years, male, NA, stage:2, alive, 720 days	126.3
DO48742	76 years, male, NA, stage:2, alive, 600 days	124.3
DO23548	78 years, female, NA, stage:1, alive, 840 days	123.1
DO45105	61 years, male, NA, stage:1, alive, 1680 days	122.4
DO50783	62 years, male, NA, stage:3, alive, 480 days	120.6
DO50789	73 years, female, NA, stage:2, alive, 570 days	119.1
DO23528	45 years, female, NA, stage:2, alive, 1020 days	118.8
DO50822	66 years, male, NA, stage:2, alive, 510 days	118.2
DO23540	73 years, male, NA, stage:1, alive, 750 days	117.8
DO48760	70 years, female, NA, stage:2, alive, 690 days	116.4
DO45111	74 years, male, NA, stage:2, alive, 1590 days	115.6
DO50808	68 years, male, NA, stage:2, alive, 570 days	114.1
DO48733	72 years, male, NA, stage:2, alive, 600 days	111.2
DO45181	84 years, female, NA, stage:2, alive, 1200 days	111.2
DO45229	74 years, male, NA, stage:1, alive, 990 days	107.9
DO45129	61 years, male, NA, stage:3, alive, 1470 days	107.3
DO45149	70 years, female, NA, stage:2, alive, 1260 days	106.6
DO227801	77 years, female, NA, stage:1, alive, 660 days	103.1
DO45109	63 years, male, NA, stage:2, alive, 1590 days	100.8
DO48693	71 years, male, NA, stage:2, alive, 900 days	100.2
DO45171	56 years, male, NA, stage:3, alive, 600 days	100.0
DO23550	69 years, male, NA, stage:1, alive, 990 days	88.9
DO48706	72 years, male, NA, stage:2, alive, 870 days	88.0
DO50859	77 years, male, NA, stage:2, alive, 180 days	85.5
DO48746	76 years, male, NA, stage:3, alive, 570 days	84.1
DO50839	47 years, female, NA, stage:3, alive, 330 days	83.3
DO50857	72 years, male, NA, stage:2, alive, 210 days	83.0
DO45094	76 years, male, NA, stage:3, alive, 1650 days	82.8
DO45125	58 years, male, NA, stage:3, alive, 1680 days	81.2
DO23544	67 years, male, NA, stage:2, alive, 960 days	79.0
DO45241	49 years, male, NA, stage:1, alive, 1080 days	76.6
DO227643	79 years, male, NA, stage:2, alive, 1260 days	72.2
DO50814	83 years, male, NA, stage:3, alive, 420 days	67.8
DO23538	67 years, male, NA, stage:2, alive, 450 days	67.7
DO48677	58 years, male, NA, stage:3, alive, 1140 days	66.6
DO50817	75 years, male, NA, stage:2, alive, 390 days	66.6
DO50793	76 years, male, NA, stage:4, alive, 540 days	65.7
DO23531	78 years, female, NA, stage:3, alive, 900 days	65.5
DO23512	60 years, male, NA, stage:1, alive, 1260 days	63.6
DO23551	73 years, male, NA, stage:3, dead, 150 days	60.1
DO45215	65 years, male, NA, stage:2, alive, 1170 days	59.4
DO45195	62 years, male, NA, stage:1, alive, 390 days	58.8
DO45167	67 years, male, NA, stage:2, dead, 1440 days	56.9
DO23534	60 years, male, NA, stage:2, alive, 840 days	54.1
DO45101	63 years, male, NA, stage:2, alive, 1680 days	46.8
DO50816	63 years, male, NA, stage:2, alive, 390 days	41.0
DO48721	58 years, female, NA, stage:1, alive, 900 days	39.9
DO48674	80 years, male, NA, stage:2, alive, 1260 days	33.9
DO23532	71 years, female, NA, stage:1, alive, 960 days	28.2
DO45107	63 years, female, NA, stage:2, alive, 1710 days	28.0
DO23517	62 years, male, NA, stage:2, alive, 1200 days	21.0
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
125	Tumor	0.6
351	Tumor	0.6
463	Tumor	0.6
663	Tumor	0.4
743	Tumor	0.4
313	Tumor	0.4
277	Tumor	0.4
161	Tumor	0.3
283	Tumor	0.3
661	Tumor	0.3
375	Tumor	0.3
567	Tumor	0.3
171	Tumor	0.3
385	Tumor	0.3
671	Tumor	0.3
123	Tumor	0.3
427	Tumor	0.3
365	Tumor	0.2
135	Tumor	0.2
813	Tumor	0.2
413	Tumor	0.2
983	Tumor	0.2
815	Tumor	0.2
367	Tumor	0.2
297	Tumor	0.2
455	Tumor	0.2
257	Tumor	0.2
343	Tumor	0.2
943	Tumor	0.2
737	Tumor	0.2
331	Tumor	0.1
911	Tumor	0.1
147	Tumor	0.1
311	Tumor	0.1
491	Tumor	0.1
223	Tumor	0.1
814	Normal	0.1
393	Tumor	0.1
497	Tumor	0.1
271	Tumor	0.1
411	Tumor	0.1
451	Tumor	0.1
881	Tumor	0.1
141	Tumor	0.1
877	Tumor	0.1
357	Tumor	0.1
777	Tumor	0.1
185	Tumor	0.1
387	Tumor	0.1
231	Tumor	0.1
435	Tumor	0.1
627	Tumor	0.1
267	Tumor	0.1
1013	Tumor	0.1
925	Tumor	0.1
423	Tumor	0.1
195	Tumor	0.1
341	Tumor	0.1
434	Normal	0.1
445	Tumor	0.1
421	Tumor	0.1
741	Tumor	0.1
745	Tumor	0.1
391	Tumor	0.1
272	Normal	0.1
137	Tumor	0.1
523	Tumor	0.1
363	Tumor	0.0
917	Tumor	0.0
285	Tumor	0.0
395	Tumor	0.0
436	Normal	0.0
278	Normal	0.0
467	Tumor	0.0
217	Tumor	0.0
444	Normal	0.0
967	Tumor	0.0
124	Normal	0.0
447	Tumor	0.0
386	Normal	0.0
535	Tumor	0.0
615	Tumor	0.0
573	Tumor	0.0
724	Normal	0.0
113	Tumor	0.0
465	Tumor	0.0
192	Normal	0.0
515	Tumor	0.0
537	Tumor	0.0
112	Tumor	0.0
727	Tumor	0.0
262	Normal	0.0
136	Normal	0.0
268	Normal	0.0
414	Normal	0.0
188	Normal	0.0
111	Normal	0.0
425	Tumor	0.0
114	Normal	0.0
126	Normal	0.0
913	Tumor	0.0
222	Normal	0.0
138	Normal	0.0
921	Tumor	0.0
443	Tumor	0.0
213	Tumor	0.0
353	Tumor	0.0
914	Normal	0.0
965	Tumor	0.0
227	Tumor	0.0
132	Normal	0.0
424	Normal	0.0
127	Tumor	0.0
963	Tumor	0.0
617	Tumor	0.0
865	Tumor	0.0
187	Tumor	0.0
314	Normal	0.0
665	Tumor	0.0
563	Tumor	0.0
817	Tumor	0.0
738	Normal	0.0
571	Tumor	0.0
873	Tumor	-0.1
383	Tumor	-0.1
431	Tumor	-0.1
695	Tumor	-0.1
428	Normal	-0.1
923	Tumor	-0.1
362	Normal	-0.1
464	Normal	-0.1
344	Normal	-0.1
211	Tumor	-0.1
388	Normal	-0.1
461	Tumor	-0.1
863	Tumor	-0.1
312	Normal	-0.1
916	Normal	-0.1
1015	Tumor	-0.1
545	Tumor	-0.1
746	Normal	-0.1
635	Tumor	-0.1
394	Normal	-0.1
172	Normal	-0.1
525	Tumor	-0.1
648	Normal	-0.1
452	Normal	-0.1
298	Normal	-0.1
146	Normal	-0.1
647	Tumor	-0.1
456	Normal	-0.1
128	Normal	-0.1
396	Normal	-0.1
662	Normal	-0.1
366	Normal	-0.1
416	Normal	-0.1
131	Tumor	-0.1
432	Normal	-0.1
332	Normal	-0.1
422	Normal	-0.1
258	Normal	-0.1
196	Normal	-0.1
966	Normal	-0.1
742	Normal	-0.1
342	Normal	-0.1
697	Tumor	-0.1
977	Tumor	-0.1
468	Normal	-0.1
868	Normal	-0.1
148	Normal	-0.1
286	Normal	-0.1
666	Normal	-0.1
145	Tumor	-0.1
513	Tumor	-0.1
883	Tumor	-0.1
664	Normal	-0.1
212	Normal	-0.1
162	Normal	-0.1
358	Normal	-0.1
327	Tumor	-0.1
955	Tumor	-0.1
713	Tumor	-0.1
874	Normal	-0.1
214	Normal	-0.1
527	Tumor	-0.1
823	Tumor	-0.1
462	Normal	-0.1
426	Normal	-0.1
786	Normal	-0.1
851	Tumor	-0.1
536	Normal	-0.1
492	Normal	-0.1
376	Normal	-0.1
878	Normal	-0.1
472	Normal	-0.1
392	Normal	-0.1
284	Normal	-0.1
224	Normal	-0.1
186	Normal	-0.1
744	Normal	-0.1
221	Tumor	-0.1
228	Normal	-0.1
218	Normal	-0.1
474	Normal	-0.1
433	Tumor	-0.1
937	Tumor	-0.1
368	Normal	-0.1
191	Tumor	-0.1
816	Normal	-0.1
857	Tumor	-0.2
518	Normal	-0.2
755	Tumor	-0.2
574	Normal	-0.2
641	Tumor	-0.2
952	Normal	-0.2
355	Tumor	-0.2
975	Tumor	-0.2
557	Tumor	-0.2
446	Normal	-0.2
538	Normal	-0.2
493	Tumor	-0.2
1021	Tumor	-0.2
824	Normal	-0.2
352	Normal	-0.2
482	Normal	-0.2
785	Tumor	-0.2
721	Tumor	-0.2
858	Normal	-0.2
466	Normal	-0.2
953	Tumor	-0.2
778	Normal	-0.2
861	Tumor	-0.2
723	Tumor	-0.2
728	Normal	-0.2
261	Tumor	-0.2
938	Normal	-0.2
714	Normal	-0.2
412	Normal	-0.2
1016	Normal	-0.2
477	Tumor	-0.2
882	Normal	-0.2
487	Tumor	-0.2
976	Normal	-0.2
867	Tumor	-0.2
528	Normal	-0.2
356	Normal	-0.2
483	Tumor	-0.2
364	Normal	-0.2
968	Normal	-0.2
232	Normal	-0.2
884	Normal	-0.2
568	Normal	-0.2
1043	Tumor	-0.2
361	Tumor	-0.2
498	Normal	-0.2
534	Normal	-0.2
526	Normal	-0.2
142	Normal	-0.2
618	Normal	-0.2
1028	Normal	-0.2
354	Normal	-0.2
686	Normal	-0.2
951	Tumor	-0.2
516	Normal	-0.3
672	Normal	-0.3
642	Normal	-0.3
982	Normal	-0.3
864	Normal	-0.3
866	Normal	-0.3
328	Normal	-0.3
924	Normal	-0.3
957	Tumor	-0.3
722	Normal	-0.3
471	Tumor	-0.3
488	Normal	-0.3
564	Normal	-0.3
384	Normal	-0.3
494	Normal	-0.3
1026	Normal	-0.3
716	Normal	-0.3
546	Normal	-0.3
918	Normal	-0.3
628	Normal	-0.3
685	Tumor	-0.3
415	Tumor	-0.3
852	Normal	-0.3
926	Normal	-0.3
533	Tumor	-0.3
1027	Tumor	-0.3
484	Normal	-0.3
956	Normal	-0.3
448	Normal	-0.3
756	Normal	-0.3
698	Normal	-0.3
915	Tumor	-0.3
978	Normal	-0.3
558	Normal	-0.3
1044	Normal	-0.3
964	Normal	-0.3
481	Tumor	-0.3
984	Normal	-0.3
478	Normal	-0.3
1041	Tumor	-0.3
715	Tumor	-0.3
981	Tumor	-0.3
616	Normal	-0.3
862	Normal	-0.3
696	Normal	-0.3
524	Normal	-0.3
944	Normal	-0.3
912	Normal	-0.3
1045	Tumor	-0.3
1025	Tumor	-0.3
517	Tumor	-0.3
514	Normal	-0.3
1014	Normal	-0.3
922	Normal	-0.4
958	Normal	-0.4
818	Normal	-0.4
572	Normal	-0.4
1031	Tumor	-0.4
954	Normal	-0.4
636	Normal	-0.4
1032	Normal	-0.4
1022	Normal	-0.4
554	Normal	-0.4
1042	Normal	-0.5
1046	Normal	-0.5
553	Tumor	-0.6
473	Tumor	-0.6
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LIVER CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA039247	Antibody HPA043684	Antibody HPA063394	Antibody CAB011513
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