Expression of TUBB 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

TUBB is not prognostic in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 251.68

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

255.0

Number of samples

362

Samples

Sample	Description	pTPM
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	1112.2
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	1022.0
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	1013.2
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	984.4
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	976.8
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	928.6
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	884.4
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	879.7
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	833.9
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	814.7
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	806.9
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	763.5
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	742.1
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	733.8
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	722.4
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	707.0
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	703.8
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	671.0
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	661.9
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	639.2
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	621.5
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	609.1
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	605.2
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	604.3
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	594.6
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	590.1
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	588.1
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	575.3
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	554.7
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	536.2
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	532.0
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	524.5
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	521.7
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	513.3
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	509.0
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	503.6
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	499.8
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	495.9
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	490.2
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	489.8
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	484.5
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	482.1
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	480.6
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	479.3
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	478.1
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	477.8
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	477.1
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	469.3
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	468.8
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	464.1
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	451.0
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	450.3
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	448.2
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	440.8
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	430.9
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	421.8
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	418.1
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	416.5
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	409.7
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	409.7
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	406.5
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	404.4
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	403.7
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	403.6
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	393.9
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	390.6
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	387.5
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	382.2
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	380.4
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	376.4
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	376.2
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	375.5
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	374.9
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	373.5
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	365.7
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	365.6
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	357.7
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	353.0
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	352.2
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	350.5
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	349.5
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	343.3
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	342.5
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	342.5
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	339.2
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	337.3
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	336.7
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	335.3
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	334.6
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	333.0
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	332.3
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	330.0
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	328.6
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	328.0
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	326.2
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	325.1
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	324.2
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	323.8
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	323.4
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	323.0
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	321.5
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	321.3
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	318.8
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	315.7
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	313.5
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	313.4
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	313.0
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	310.6
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	302.5
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	297.3
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	295.1
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	293.7
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	288.7
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	287.6
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	284.8
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	283.9
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	281.2
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	279.7
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	278.2
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	275.3
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	275.0
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	274.8
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	274.7
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	274.1
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	270.4
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	270.3
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	268.6
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	268.4
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	262.7
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	260.7
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	258.0
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	255.2
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	252.8
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	252.4
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	250.9
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	250.2
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	248.8
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	247.7
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	246.1
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	245.0
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	242.8
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	242.5
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	242.1
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	241.6
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	241.0
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	241.0
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	240.5
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	235.9
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	235.1
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	233.4
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	232.9
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	231.9
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	230.8
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	225.7
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	222.9
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	222.2
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	221.9
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	221.8
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	219.2
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	218.8
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	217.6
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	214.8
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	214.3
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	211.6
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	211.2
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	210.0
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	209.0
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	206.8
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	205.4
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	204.4
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	204.0
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	204.0
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	202.0
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	201.9
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	201.8
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	201.3
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	200.5
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	199.2
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	197.8
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	196.8
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	195.7
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	193.6
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	192.7
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	192.1
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	191.0
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	190.9
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	190.4
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	190.2
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	190.0
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	189.5
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	188.5
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	187.5
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	186.8
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	186.5
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	186.4
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	186.3
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	185.6
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	184.8
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	182.3
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	180.5
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	179.2
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	178.2
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	177.1
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	177.0
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	176.4
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	176.2
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	176.0
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	175.9
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	175.8
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	175.0
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	174.9
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	174.0
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	172.4
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	171.6
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	170.4
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	168.8
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	168.7
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	167.3
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	166.7
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	166.7
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	165.8
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	165.8
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	165.7
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	165.4
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	165.3
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	164.4
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	163.8
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	162.6
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	162.5
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	162.4
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	161.5
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	160.9
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	159.0
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	157.5
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	155.1
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	154.9
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	153.1
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	152.8
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	150.3
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	148.9
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	147.6
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	146.0
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	145.8
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	145.5
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	145.0
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	145.0
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	144.9
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	143.8
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	141.4
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	140.8
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	138.3
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	138.2
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	136.6
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	135.9
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	135.5
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	135.4
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	135.0
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	134.7
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	132.9
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	132.3
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	130.5
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	129.7
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	128.8
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	127.8
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	123.9
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	123.5
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	122.9
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	122.7
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	121.2
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	120.9
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	120.7
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	120.1
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	118.7
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	118.5
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	118.3
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	118.1
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	117.9
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	115.9
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	115.0
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	113.1
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	113.0
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	113.0
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	112.3
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	110.8
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	110.4
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	109.6
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	109.6
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	109.5
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	109.4
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	109.0
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	108.1
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	107.7
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	107.3
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	107.3
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	106.8
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	105.9
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	105.4
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	103.4
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	103.1
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	102.5
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	101.8
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	99.6
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	99.5
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	99.2
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	96.3
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	96.3
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	92.3
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	92.1
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	89.8
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	89.8
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	89.3
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	84.5
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	83.3
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	82.9
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	82.7
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	82.3
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	81.8
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	80.9
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	80.7
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	80.4
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	79.6
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	78.9
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	78.5
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	78.0
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	75.1
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	74.0
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	73.2
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	72.7
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	72.3
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	71.6
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	66.8
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	65.1
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	64.8
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	63.9
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	63.4
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	63.1
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	58.5
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	58.0
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	54.3
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	53.3
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	52.8
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	49.8
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	48.7
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	47.2
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	47.1
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	41.7
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	39.5
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	37.4
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	36.3
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	30.6
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	30.6
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	28.8
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	17.9
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	16.0
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	12.3
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	9.3
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	7.4
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	4.6
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	4.0
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	1.2
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	0.8
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	0.1
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TUBB is not prognostic in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 447.93

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

429.6

Number of samples

231

Samples

Sample	Description	pTPM
DO45185	89 years, male, NA, stage:2, alive, 600 days	2656.6
DO45259	65 years, male, NA, stage:3, alive, 330 days	1845.0
DO45187	32 years, female, NA, stage:1, alive, 1260 days	1766.4
DO48732	73 years, male, NA, stage:3, alive, 630 days	1712.2
DO45205	67 years, female, NA, stage:2, dead, 90 days	1532.9
DO23521	63 years, male, NA, stage:3, alive, 1110 days	1512.7
DO45155	69 years, male, NA, stage:2, alive, 2160 days	1191.6
DO45219	78 years, male, NA, stage:2, alive, 1080 days	1122.7
DO45299	70 years, female, NA, stage:1, alive, 1440 days	1058.2
DO45277	64 years, male, NA, stage:3, alive, 600 days	1051.9
DO45307	54 years, female, NA, stage:4, dead, 240 days	986.3
DO50829	78 years, male, NA, stage:3, alive, 570 days	977.0
DO45225	69 years, male, NA, stage:1, alive, 1050 days	967.7
DO50806	70 years, male, NA, stage:4, alive, 540 days	918.3
DO23513	76 years, male, NA, stage:3, alive, 1200 days	907.4
DO45139	63 years, male, NA, stage:3, alive, 1320 days	902.7
DO45209	70 years, male, NA, stage:4, alive, 1350 days	837.5
DO45189	85 years, female, NA, stage:2, alive, 1200 days	833.8
DO45119	74 years, male, NA, stage:3, dead, 510 days	820.0
DO48746	76 years, male, NA, stage:3, alive, 570 days	751.4
DO45275	65 years, male, NA, stage:3, dead, 10 days	734.7
DO45137	38 years, male, NA, stage:1, alive, 1320 days	729.1
DO50778	60 years, male, NA, stage:4, alive, 630 days	707.2
DO23526	66 years, male, NA, stage:3, alive, 1050 days	694.6
DO23515	71 years, male, NA, stage:2, alive, 1230 days	688.0
DO45247	31 years, female, NA, stage:2, alive, 210 days	685.9
DO45263	67 years, male, NA, stage:3, dead, 270 days	678.7
DO45131	53 years, male, NA, stage:4, dead, 360 days	671.2
DO45249	57 years, male, NA, stage:1, alive, 630 days	671.0
DO23528	45 years, female, NA, stage:2, alive, 1020 days	667.1
DO48723	73 years, male, NA, stage:1, alive, 600 days	663.9
DO45301	56 years, male, NA, stage:2, dead, 1440 days	661.2
DO23537	79 years, male, NA, stage:2, dead, 900 days	642.2
DO45161	74 years, male, NA, stage:2, dead, 540 days	634.8
DO23519	65 years, male, NA, stage:3, alive, 630 days	629.6
DO48720	62 years, female, NA, stage:2, alive, 570 days	621.0
DO45145	78 years, male, NA, stage:3, dead, 60 days	615.7
DO50807	67 years, male, NA, stage:1, alive, 540 days	615.2
DO45287	74 years, male, NA, stage:1, alive, 390 days	601.9
DO48695	77 years, male, NA, stage:2, alive, 720 days	601.8
DO48728	74 years, female, NA, stage:2, alive, 150 days	596.9
DO23510	80 years, female, NA, stage:2, alive, 870 days	591.9
DO23533	61 years, male, NA, stage:2, alive, 900 days	574.2
DO48681	57 years, male, NA, stage:2, alive, 900 days	560.5
DO45213	58 years, male, NA, stage:1, alive, 1200 days	559.9
DO45127	73 years, male, NA, stage:3, dead, 420 days	558.3
DO50825	70 years, male, NA, stage:2, alive, 390 days	555.8
DO23536	56 years, male, NA, stage:2, alive, 930 days	554.1
DO45305	66 years, male, NA, stage:4, alive, 300 days	545.2
DO45199	86 years, female, NA, stage:2, alive, 1350 days	538.8
DO23524	71 years, female, NA, stage:2, alive, 1050 days	530.9
DO45207	68 years, male, NA, stage:1, alive, 1050 days	529.1
DO48730	73 years, female, NA, stage:2, alive, 630 days	516.7
DO48747	62 years, male, NA, stage:3, alive, 540 days	515.2
DO50840	49 years, male, NA, stage:2, alive, 330 days	514.6
DO50809	56 years, male, NA, stage:3, dead, 720 days	508.7
DO45221	75 years, female, NA, stage:4, dead, 390 days	508.4
DO48757	68 years, female, NA, stage:3, alive, 480 days	507.4
DO45289	78 years, female, NA, stage:3, alive, 360 days	506.8
DO48697	64 years, female, NA, stage:2, dead, 810 days	506.8
DO45297	61 years, female, NA, stage:4, dead, 1260 days	505.2
DO45203	71 years, female, NA, stage:2, alive, 1170 days	505.1
DO48712	50 years, male, NA, stage:2, alive, 810 days	497.8
DO23539	77 years, male, NA, stage:1, alive, 1110 days	496.5
DO45273	62 years, male, NA, stage:2, alive, 480 days	495.9
DO50855	47 years, male, NA, stage:2, alive, 570 days	494.6
DO50819	72 years, female, NA, stage:2, alive, 510 days	492.1
DO45092	62 years, male, NA, stage:4, dead, 1200 days	490.5
DO50800	74 years, male, NA, stage:2, alive, 510 days	490.3
DO23516	69 years, male, NA, stage:3, dead, 20 days	487.7
DO45091	56 years, male, NA, stage:2, dead, 1320 days	483.9
DO45163	76 years, male, NA, stage:2, alive, 960 days	479.6
DO45303	62 years, female, NA, stage:3, alive, 990 days	479.4
DO48682	72 years, female, NA, stage:3, dead, 120 days	478.3
DO45157	62 years, male, NA, stage:2, alive, 1980 days	477.5
DO45093	71 years, male, NA, stage:2, dead, 720 days	477.3
DO50850	74 years, male, NA, stage:3, alive, 720 days	468.0
DO45211	76 years, male, NA, stage:3, alive, 240 days	466.0
DO50815	62 years, male, NA, stage:3, alive, 150 days	464.7
DO23518	67 years, male, NA, stage:2, alive, 1320 days	463.0
DO45179	78 years, female, NA, stage:2, alive, 600 days	462.2
DO48717	54 years, male, NA, stage:4, dead, 180 days	461.1
DO48759	73 years, male, NA, stage:3, alive, 720 days	460.8
DO45267	73 years, male, NA, stage:3, dead, 570 days	460.8
DO50811	62 years, male, NA, stage:1, alive, 450 days	459.9
DO23552	80 years, female, NA, stage:1, alive, 810 days	458.8
DO45235	68 years, female, NA, stage:1, alive, 900 days	453.9
DO45255	81 years, male, NA, stage:3, alive, 720 days	450.8
DO45133	64 years, male, NA, stage:3, dead, 660 days	447.9
DO48733	72 years, male, NA, stage:2, alive, 600 days	436.0
DO50783	62 years, male, NA, stage:3, alive, 480 days	435.0
DO23542	66 years, male, NA, stage:3, alive, 960 days	434.7
DO45283	60 years, male, NA, stage:3, alive, 510 days	433.5
DO50802	49 years, male, NA, stage:2, alive, 930 days	432.6
DO23514	64 years, male, NA, stage:2, alive, 1290 days	430.9
DO45285	59 years, male, NA, stage:3, alive, 480 days	429.5
DO23525	71 years, male, NA, stage:4, alive, 1050 days	427.3
DO23535	67 years, male, NA, stage:1, alive, 960 days	427.0
DO50798	77 years, male, NA, stage:3, dead, 30 days	417.9
DO45135	77 years, male, NA, stage:1, alive, 1410 days	416.0
DO45175	74 years, male, NA, stage:2, alive, 1140 days	407.6
DO23530	53 years, male, NA, stage:4, dead, 180 days	400.8
DO50799	66 years, female, NA, stage:2, alive, 540 days	399.3
DO45159	65 years, male, NA, stage:3, alive, 1470 days	397.8
DO23550	69 years, male, NA, stage:1, alive, 990 days	395.6
DO45231	84 years, male, NA, stage:2, alive, 930 days	394.2
DO48737	52 years, male, NA, stage:1, alive, 720 days	387.5
DO23529	72 years, male, NA, stage:4, alive, 930 days	384.4
DO45281	83 years, male, NA, stage:4, alive, 750 days	384.1
DO48672	81 years, male, NA, stage:2, alive, 450 days	366.8
DO45237	58 years, male, NA, stage:2, alive, 900 days	361.4
DO48727	81 years, female, NA, stage:2, dead, 390 days	355.8
DO50804	81 years, male, NA, stage:2, alive, 720 days	343.3
DO23545	67 years, male, NA, stage:2, dead, 570 days	342.2
DO50844	75 years, male, NA, stage:4, alive, 300 days	340.9
DO45113	58 years, male, NA, stage:3, alive, 1560 days	339.2
DO45153	77 years, female, NA, stage:2, alive, 1380 days	338.9
DO45121	61 years, male, NA, stage:3, alive, 1530 days	337.3
DO50774	68 years, female, NA, stage:2, alive, 720 days	335.6
DO23523	52 years, male, NA, stage:3, alive, 1080 days	334.7
DO45239	42 years, male, NA, stage:2, alive, 870 days	333.1
DO48741	64 years, male, NA, stage:3, alive, 240 days	327.6
DO45243	74 years, female, NA, stage:3, alive, 930 days	325.5
DO45129	61 years, male, NA, stage:3, alive, 1470 days	325.4
DO48743	69 years, female, NA, stage:2, alive, 570 days	321.1
DO45233	83 years, male, NA, stage:3, alive, 900 days	320.3
DO45269	59 years, male, NA, stage:3, alive, 750 days	318.8
DO50814	83 years, male, NA, stage:3, alive, 420 days	317.4
DO45117	73 years, female, NA, stage:2, dead, 1110 days	315.8
DO45257	46 years, male, NA, stage:3, alive, 810 days	315.7
DO48751	68 years, male, NA, stage:2, dead, 480 days	314.7
DO50808	68 years, male, NA, stage:2, alive, 570 days	314.0
DO48742	76 years, male, NA, stage:2, alive, 600 days	312.8
DO45173	63 years, male, NA, stage:3, alive, 1170 days	310.2
DO50791	79 years, female, NA, stage:1, dead, 480 days	309.6
DO45099	46 years, male, NA, stage:3, alive, 1590 days	301.9
DO23549	74 years, male, NA, stage:3, alive, 990 days	299.0
DO50785	37 years, male, NA, stage:4, dead, 90 days	298.8
DO48679	72 years, male, NA, stage:2, alive, 1200 days	297.5
DO45253	50 years, male, NA, stage:2, alive, 870 days	296.8
DO23508	79 years, female, NA, stage:2, alive, 390 days	296.0
DO50832	73 years, male, NA, stage:3, alive, 90 days	295.9
DO23547	74 years, male, NA, stage:1, alive, 1020 days	290.6
DO50787	63 years, male, NA, stage:3, alive, 480 days	286.2
DO23548	78 years, female, NA, stage:1, alive, 840 days	286.0
DO50818	65 years, male, NA, stage:2, alive, 510 days	285.1
DO23543	63 years, male, NA, stage:2, alive, 1020 days	282.9
DO45251	57 years, female, NA, stage:2, alive, 900 days	282.8
DO45183	72 years, female, NA, stage:2, dead, 570 days	282.0
DO23527	72 years, male, NA, stage:1, alive, 1050 days	279.0
DO50803	62 years, female, NA, stage:1, alive, 540 days	278.4
DO45096	69 years, male, NA, stage:2, dead, 1290 days	277.5
DO50857	72 years, male, NA, stage:2, alive, 210 days	275.9
DO50820	77 years, female, NA, stage:3, alive, 510 days	273.8
DO48761	55 years, male, NA, stage:2, alive, 870 days	273.3
DO48701	78 years, male, NA, stage:2, alive, 780 days	272.8
DO45245	75 years, female, NA, stage:2, dead, 240 days	272.7
DO48719	80 years, male, NA, stage:2, alive, 690 days	271.1
DO45141	73 years, male, NA, stage:2, alive, 1320 days	269.6
DO48700	78 years, female, NA, stage:2, alive, 810 days	269.5
DO48706	72 years, male, NA, stage:2, alive, 870 days	268.7
DO48704	68 years, female, NA, stage:3, alive, 750 days	268.3
DO48736	76 years, female, NA, stage:1, alive, 600 days	268.0
DO45165	75 years, male, NA, stage:2, alive, 690 days	259.7
DO45229	74 years, male, NA, stage:1, alive, 990 days	259.4
DO48760	70 years, female, NA, stage:2, alive, 690 days	259.4
DO50805	72 years, male, NA, stage:2, alive, 690 days	256.9
DO45197	51 years, male, NA, stage:2, alive, 1170 days	256.8
DO23540	73 years, male, NA, stage:1, alive, 750 days	253.2
DO23541	65 years, male, NA, stage:2, alive, 930 days	247.0
DO45111	74 years, male, NA, stage:2, alive, 1590 days	245.2
DO45227	57 years, female, NA, stage:2, alive, 1020 days	242.6
DO45217	69 years, female, NA, stage:3, dead, 270 days	241.7
DO45097	69 years, male, NA, stage:3, alive, 1620 days	241.5
DO45181	84 years, female, NA, stage:2, alive, 1200 days	240.0
DO45223	67 years, male, NA, stage:4, alive, 1020 days	237.9
DO23546	63 years, male, NA, stage:2, alive, 1050 days	236.3
DO45177	81 years, female, NA, stage:3, alive, 1260 days	232.6
DO45261	74 years, male, NA, stage:3, alive, 990 days	232.0
DO48725	66 years, male, NA, stage:1, alive, 780 days	228.9
DO50776	75 years, male, NA, stage:1, alive, 690 days	227.2
DO45095	66 years, male, NA, stage:2, alive, 1620 days	226.8
DO50813	56 years, male, NA, stage:2, alive, 420 days	224.8
DO45279	67 years, male, NA, stage:3, alive, 1290 days	212.3
DO227801	77 years, female, NA, stage:1, alive, 660 days	212.1
DO48716	71 years, male, NA, stage:2, alive, 720 days	211.9
DO48721	58 years, female, NA, stage:1, alive, 900 days	211.8
DO45191	61 years, female, NA, stage:2, alive, 1200 days	211.8
DO45193	68 years, female, NA, stage:4, dead, 120 days	209.6
DO45123	78 years, female, NA, stage:2, dead, 570 days	203.8
DO45171	56 years, male, NA, stage:3, alive, 600 days	202.9
DO45103	47 years, male, NA, stage:3, alive, 450 days	202.2
DO23534	60 years, male, NA, stage:2, alive, 840 days	199.5
DO50859	77 years, male, NA, stage:2, alive, 180 days	197.1
DO23544	67 years, male, NA, stage:2, alive, 960 days	196.1
DO45143	69 years, male, NA, stage:3, alive, 1290 days	191.3
DO50822	66 years, male, NA, stage:2, alive, 510 days	189.0
DO45149	70 years, female, NA, stage:2, alive, 1260 days	186.5
DO45265	73 years, male, NA, stage:3, alive, 1020 days	184.3
DO50839	47 years, female, NA, stage:3, alive, 330 days	182.7
DO48715	58 years, female, NA, stage:2, dead, 690 days	182.2
DO23551	73 years, male, NA, stage:3, dead, 150 days	176.4
DO50793	76 years, male, NA, stage:4, alive, 540 days	174.6
DO45241	49 years, male, NA, stage:1, alive, 1080 days	173.0
DO45201	49 years, male, NA, stage:1, alive, 900 days	170.6
DO48677	58 years, male, NA, stage:3, alive, 1140 days	167.9
DO23509	60 years, male, NA, stage:3, dead, 780 days	165.3
DO45115	81 years, male, NA, stage:2, alive, 840 days	165.3
DO23511	83 years, female, NA, stage:3, dead, 180 days	164.4
DO23512	60 years, male, NA, stage:1, alive, 1260 days	152.4
DO23538	67 years, male, NA, stage:2, alive, 450 days	151.9
DO45169	74 years, male, NA, stage:3, alive, 1350 days	149.3
DO50817	75 years, male, NA, stage:2, alive, 390 days	148.2
DO48693	71 years, male, NA, stage:2, alive, 900 days	145.2
DO45195	62 years, male, NA, stage:1, alive, 390 days	141.3
DO50789	73 years, female, NA, stage:2, alive, 570 days	140.7
DO23531	78 years, female, NA, stage:3, alive, 900 days	127.8
DO23532	71 years, female, NA, stage:1, alive, 960 days	123.5
DO50816	63 years, male, NA, stage:2, alive, 390 days	121.5
DO45215	65 years, male, NA, stage:2, alive, 1170 days	118.7
DO227643	79 years, male, NA, stage:2, alive, 1260 days	117.9
DO45109	63 years, male, NA, stage:2, alive, 1590 days	115.1
DO50845	72 years, male, NA, stage:3, alive, 210 days	112.1
DO45105	61 years, male, NA, stage:1, alive, 1680 days	103.6
DO48674	80 years, male, NA, stage:2, alive, 1260 days	102.0
DO45094	76 years, male, NA, stage:3, alive, 1650 days	94.7
DO23517	62 years, male, NA, stage:2, alive, 1200 days	94.1
DO45101	63 years, male, NA, stage:2, alive, 1680 days	77.4
DO45125	58 years, male, NA, stage:3, alive, 1680 days	75.1
DO45167	67 years, male, NA, stage:2, dead, 1440 days	65.5
DO45107	63 years, female, NA, stage:2, alive, 1710 days	63.4
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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	0.5
663	Tumor	0.5
277	Tumor	0.4
161	Tumor	0.4
661	Tumor	0.4
743	Tumor	0.4
313	Tumor	0.4
375	Tumor	0.3
231	Tumor	0.3
365	Tumor	0.3
123	Tumor	0.3
135	Tumor	0.3
171	Tumor	0.3
813	Tumor	0.3
427	Tumor	0.3
343	Tumor	0.3
385	Tumor	0.3
367	Tumor	0.3
444	Normal	0.3
671	Tumor	0.2
567	Tumor	0.2
283	Tumor	0.2
185	Tumor	0.2
627	Tumor	0.2
455	Tumor	0.2
222	Normal	0.2
297	Tumor	0.2
331	Tumor	0.2
391	Tumor	0.2
192	Normal	0.2
195	Tumor	0.2
445	Tumor	0.2
411	Tumor	0.2
615	Tumor	0.2
272	Normal	0.2
357	Tumor	0.2
268	Normal	0.2
434	Normal	0.2
127	Tumor	0.2
414	Normal	0.2
467	Tumor	0.2
267	Tumor	0.2
141	Tumor	0.2
217	Tumor	0.2
814	Normal	0.2
126	Normal	0.2
188	Normal	0.2
341	Tumor	0.2
257	Tumor	0.2
278	Normal	0.2
432	Normal	0.2
213	Tumor	0.2
424	Normal	0.1
451	Tumor	0.1
387	Tumor	0.1
386	Normal	0.1
983	Tumor	0.1
435	Tumor	0.1
271	Tumor	0.1
132	Normal	0.1
911	Tumor	0.1
741	Tumor	0.1
186	Normal	0.1
394	Normal	0.1
124	Normal	0.1
465	Tumor	0.1
112	Tumor	0.1
423	Tumor	0.1
136	Normal	0.1
393	Tumor	0.1
777	Tumor	0.1
464	Normal	0.1
258	Normal	0.1
413	Tumor	0.1
358	Normal	0.1
436	Normal	0.1
353	Tumor	0.1
113	Tumor	0.1
111	Normal	0.1
443	Tumor	0.1
262	Normal	0.1
162	Normal	0.1
881	Tumor	0.1
114	Normal	0.1
312	Normal	0.1
446	Normal	0.1
221	Tumor	0.1
428	Normal	0.1
666	Normal	0.1
724	Normal	0.1
877	Tumor	0.1
563	Tumor	0.1
388	Normal	0.1
344	Normal	0.1
815	Tumor	0.1
314	Normal	0.1
468	Normal	0.1
342	Normal	0.1
571	Tumor	0.1
456	Normal	0.1
137	Tumor	0.1
332	Normal	0.1
148	Normal	0.1
421	Tumor	0.1
138	Normal	0.1
665	Tumor	0.1
191	Tumor	0.1
366	Normal	0.1
311	Tumor	0.1
196	Normal	0.1
172	Normal	0.1
925	Tumor	0.1
354	Normal	0.1
737	Tumor	0.1
648	Normal	0.1
431	Tumor	0.1
426	Normal	0.1
223	Tumor	0.1
491	Tumor	0.1
422	Normal	0.1
617	Tumor	0.1
396	Normal	0.1
664	Normal	0.0
662	Normal	0.0
574	Normal	0.0
383	Tumor	0.0
425	Tumor	0.0
745	Tumor	0.0
863	Tumor	0.0
362	Normal	0.0
433	Tumor	0.0
452	Normal	0.0
943	Tumor	0.0
214	Normal	0.0
147	Tumor	0.0
145	Tumor	0.0
368	Normal	0.0
384	Normal	0.0
497	Tumor	0.0
218	Normal	0.0
461	Tumor	0.0
395	Tumor	0.0
447	Tumor	0.0
146	Normal	0.0
376	Normal	0.0
128	Normal	0.0
515	Tumor	0.0
187	Tumor	0.0
298	Normal	0.0
573	Tumor	0.0
361	Tumor	0.0
913	Tumor	0.0
352	Normal	0.0
568	Normal	0.0
642	Normal	0.0
914	Normal	0.0
1013	Tumor	0.0
564	Normal	0.0
285	Tumor	0.0
392	Normal	0.0
744	Normal	0.0
868	Normal	0.0
738	Normal	0.0
786	Normal	0.0
824	Normal	0.0
618	Normal	0.0
232	Normal	0.0
286	Normal	0.0
641	Tumor	0.0
628	Normal	0.0
977	Tumor	0.0
695	Tumor	0.0
713	Tumor	0.0
1015	Tumor	0.0
635	Tumor	0.0
224	Normal	0.0
817	Tumor	-0.1
883	Tumor	-0.1
884	Normal	-0.1
742	Normal	-0.1
873	Tumor	-0.1
746	Normal	-0.1
462	Normal	-0.1
466	Normal	-0.1
1016	Normal	-0.1
874	Normal	-0.1
647	Tumor	-0.1
636	Normal	-0.1
858	Normal	-0.1
363	Tumor	-0.1
284	Normal	-0.1
878	Normal	-0.1
523	Tumor	-0.1
672	Normal	-0.1
557	Tumor	-0.1
917	Tumor	-0.1
921	Tumor	-0.1
937	Tumor	-0.1
882	Normal	-0.1
865	Tumor	-0.1
816	Normal	-0.1
537	Tumor	-0.1
923	Tumor	-0.1
982	Normal	-0.1
227	Tumor	-0.1
727	Tumor	-0.1
616	Normal	-0.1
955	Tumor	-0.1
472	Normal	-0.1
916	Normal	-0.1
482	Normal	-0.1
866	Normal	-0.1
356	Normal	-0.1
131	Tumor	-0.1
851	Tumor	-0.1
818	Normal	-0.1
952	Normal	-0.1
572	Normal	-0.1
416	Normal	-0.2
261	Tumor	-0.2
867	Tumor	-0.2
978	Normal	-0.2
558	Normal	-0.2
327	Tumor	-0.2
525	Tumor	-0.2
912	Normal	-0.2
728	Normal	-0.2
967	Tumor	-0.2
857	Tumor	-0.2
965	Tumor	-0.2
966	Normal	-0.2
228	Normal	-0.2
722	Normal	-0.2
723	Tumor	-0.2
778	Normal	-0.2
721	Tumor	-0.2
1044	Normal	-0.2
984	Normal	-0.2
527	Tumor	-0.2
212	Normal	-0.2
545	Tumor	-0.2
478	Normal	-0.2
963	Tumor	-0.2
938	Normal	-0.2
755	Tumor	-0.2
1021	Tumor	-0.2
975	Tumor	-0.2
142	Normal	-0.2
861	Tumor	-0.2
528	Normal	-0.2
493	Tumor	-0.2
685	Tumor	-0.2
474	Normal	-0.2
481	Tumor	-0.2
864	Normal	-0.2
488	Normal	-0.2
487	Tumor	-0.2
364	Normal	-0.2
513	Tumor	-0.2
926	Normal	-0.2
492	Normal	-0.2
1043	Tumor	-0.2
852	Normal	-0.2
538	Normal	-0.2
956	Normal	-0.2
976	Normal	-0.3
714	Normal	-0.3
1028	Normal	-0.3
518	Normal	-0.3
1045	Tumor	-0.3
785	Tumor	-0.3
953	Tumor	-0.3
951	Tumor	-0.3
498	Normal	-0.3
211	Tumor	-0.3
471	Tumor	-0.3
823	Tumor	-0.3
535	Tumor	-0.3
1026	Normal	-0.3
862	Normal	-0.3
918	Normal	-0.3
716	Normal	-0.3
968	Normal	-0.3
944	Normal	-0.3
915	Tumor	-0.3
546	Normal	-0.3
954	Normal	-0.3
1022	Normal	-0.3
1014	Normal	-0.3
412	Normal	-0.3
477	Tumor	-0.3
328	Normal	-0.3
957	Tumor	-0.3
526	Normal	-0.3
494	Normal	-0.3
715	Tumor	-0.3
756	Normal	-0.3
964	Normal	-0.3
533	Tumor	-0.3
1025	Tumor	-0.3
696	Normal	-0.3
483	Tumor	-0.3
697	Tumor	-0.3
534	Normal	-0.3
355	Tumor	-0.3
981	Tumor	-0.3
514	Normal	-0.3
1046	Normal	-0.3
1027	Tumor	-0.4
698	Normal	-0.4
1042	Normal	-0.4
924	Normal	-0.4
1041	Tumor	-0.4
484	Normal	-0.4
686	Normal	-0.4
922	Normal	-0.4
536	Normal	-0.4
415	Tumor	-0.4
516	Normal	-0.4
1032	Normal	-0.4
448	Normal	-0.4
524	Normal	-0.4
958	Normal	-0.4
1031	Tumor	-0.4
517	Tumor	-0.5
554	Normal	-0.5
473	Tumor	-0.6
553	Tumor	-0.7
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LIVER CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA043640	Antibody HPA046280	Antibody CAB005417	Antibody CAB012406
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