Expression of PTMA 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 925

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

717.0

Number of samples

362

Samples

Sample	Description	pTPM
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	2684.0
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	2603.0
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	2164.8
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	2034.0
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	1966.1
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	1812.9
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	1803.9
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	1689.6
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	1679.8
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	1651.5
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	1517.8
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	1510.6
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	1510.0
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	1480.0
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	1463.9
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	1445.3
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	1395.5
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	1379.4
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	1374.0
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	1371.1
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	1353.9
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	1334.1
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	1330.0
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	1307.1
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	1281.9
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	1273.1
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	1266.2
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	1252.8
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	1249.3
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	1245.0
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	1243.4
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	1242.6
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	1227.9
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	1193.7
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	1181.8
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	1166.2
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	1159.3
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	1154.3
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	1142.3
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	1137.3
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	1111.8
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	1094.6
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	1093.8
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	1093.4
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	1084.2
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	1077.9
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	1074.9
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	1074.4
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	1063.0
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	1062.5
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	1050.4
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	1047.1
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	1032.7
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	1023.7
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	1018.6
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	1017.3
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	1009.3
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	999.6
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	994.2
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	992.1
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	984.4
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	983.3
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	979.3
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	975.6
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	974.5
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	969.4
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	961.6
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	958.8
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	957.7
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	952.8
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	945.6
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	944.7
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	942.7
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	936.7
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	935.5
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	927.9
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	925.0
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	923.3
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	921.8
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	916.4
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	912.8
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	911.8
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	890.5
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	886.7
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	884.0
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	883.7
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	877.2
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	875.3
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	871.9
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	868.2
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	867.6
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	854.9
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	853.8
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	850.3
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	846.7
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	846.2
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	845.7
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	844.2
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	841.5
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	840.2
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	824.1
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	823.0
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	822.4
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	822.0
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	820.6
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	814.7
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	812.6
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	807.3
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	806.8
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	805.5
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	800.2
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	795.9
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	794.7
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	792.5
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	792.0
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	790.9
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	789.0
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	787.0
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	785.3
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	784.2
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	780.3
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	775.9
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	768.7
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	767.0
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	765.5
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	761.4
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	759.7
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	755.5
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	755.4
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	754.4
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	747.1
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	745.4
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	742.0
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	737.8
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	731.4
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	730.7
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	726.2
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	719.1
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	716.2
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	715.2
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	710.5
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	707.6
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	704.5
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	703.7
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	702.3
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	699.6
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	699.0
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	697.0
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	688.1
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	687.5
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	686.1
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	684.2
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	683.1
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	673.0
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	670.4
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	669.7
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	666.4
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	665.9
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	656.5
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	655.6
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	653.8
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	652.8
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	652.3
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	652.1
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	651.4
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	650.4
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	650.2
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	649.0
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	645.9
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	644.4
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	643.5
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	642.5
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	640.1
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	639.6
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	639.4
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	638.0
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	636.4
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	635.9
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	632.2
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	627.9
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	626.3
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	624.1
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	623.0
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	622.3
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	622.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	619.0
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	617.1
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	615.7
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	615.6
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	613.5
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	613.2
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	607.3
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	599.1
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	598.6
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	596.0
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	595.6
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	595.6
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	594.6
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	593.1
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	591.6
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	591.0
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	590.6
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	590.3
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	584.8
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	583.6
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	582.5
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	581.7
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	580.7
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	576.8
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	575.6
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	574.1
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	572.1
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	571.6
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	567.8
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	567.1
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	565.3
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	565.2
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	563.1
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	562.5
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	561.3
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	557.7
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	555.6
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	555.1
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	553.2
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	551.5
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	550.7
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	548.3
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	548.0
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	543.4
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	543.3
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	540.1
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	539.9
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	538.6
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	538.3
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	538.1
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	537.2
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	536.5
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	535.9
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	535.0
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	534.3
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	533.5
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	532.6
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	531.4
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	530.6
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	529.1
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	528.9
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	524.8
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	523.9
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	517.8
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	514.3
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	512.5
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	511.3
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	509.2
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	507.4
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	503.8
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	503.6
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	502.0
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	500.0
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	497.2
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	495.2
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	494.8
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	491.6
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	490.8
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	486.6
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	486.5
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	485.8
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	483.5
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	480.3
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	480.1
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	479.1
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	477.2
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	476.6
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	474.6
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	473.3
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	472.6
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	468.8
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	467.2
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	465.9
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	465.7
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	465.7
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	463.3
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	461.6
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	461.4
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	460.5
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	457.3
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	457.1
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	455.3
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	454.0
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	453.1
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	451.4
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	450.1
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	450.0
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	449.2
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	446.1
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	442.7
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	440.5
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	439.0
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	436.0
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	433.3
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	432.5
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	431.1
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	429.0
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	428.9
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	428.2
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	427.2
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	426.5
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	423.8
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	419.2
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	419.1
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	416.5
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	416.5
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	413.9
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	410.9
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	410.7
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	408.2
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	407.8
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	407.4
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	404.9
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	400.8
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	398.1
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	396.0
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	389.9
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	388.3
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	386.7
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	386.2
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	383.9
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	383.5
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	383.4
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	370.5
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	369.8
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	369.1
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	368.8
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	368.1
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	365.5
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	356.9
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	352.4
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	349.0
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	348.0
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	347.9
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	346.4
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	337.2
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	326.5
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	325.3
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	323.9
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	321.4
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	320.9
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	318.0
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	314.1
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	313.1
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	311.5
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	302.1
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	301.7
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	294.3
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	267.0
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	265.7
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	240.5
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	236.6
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	213.1
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	212.3
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	202.0
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	190.8
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	186.6
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1172.23

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

968.8

Number of samples

231

Samples

Sample	Description	pTPM
DO45301	56 years, male, NA, stage:2, dead, 1440 days	3758.9
DO45287	74 years, male, NA, stage:1, alive, 390 days	3009.3
DO45299	70 years, female, NA, stage:1, alive, 1440 days	2746.9
DO45297	61 years, female, NA, stage:4, dead, 1260 days	2698.2
DO45185	89 years, male, NA, stage:2, alive, 600 days	2362.9
DO45145	78 years, male, NA, stage:3, dead, 60 days	2175.5
DO45283	60 years, male, NA, stage:3, alive, 510 days	2135.7
DO45211	76 years, male, NA, stage:3, alive, 240 days	2123.4
DO23526	66 years, male, NA, stage:3, alive, 1050 days	2055.3
DO45307	54 years, female, NA, stage:4, dead, 240 days	2054.1
DO50778	60 years, male, NA, stage:4, alive, 630 days	2021.5
DO45277	64 years, male, NA, stage:3, alive, 600 days	1953.0
DO45305	66 years, male, NA, stage:4, alive, 300 days	1948.5
DO50829	78 years, male, NA, stage:3, alive, 570 days	1932.5
DO45263	67 years, male, NA, stage:3, dead, 270 days	1909.8
DO45289	78 years, female, NA, stage:3, alive, 360 days	1881.8
DO45205	67 years, female, NA, stage:2, dead, 90 days	1839.8
DO23516	69 years, male, NA, stage:3, dead, 20 days	1813.5
DO23549	74 years, male, NA, stage:3, alive, 990 days	1812.4
DO45279	67 years, male, NA, stage:3, alive, 1290 days	1778.6
DO45127	73 years, male, NA, stage:3, dead, 420 days	1764.6
DO45245	75 years, female, NA, stage:2, dead, 240 days	1759.7
DO45251	57 years, female, NA, stage:2, alive, 900 days	1752.6
DO45209	70 years, male, NA, stage:4, alive, 1350 days	1724.1
DO23519	65 years, male, NA, stage:3, alive, 630 days	1707.0
DO23530	53 years, male, NA, stage:4, dead, 180 days	1690.1
DO45093	71 years, male, NA, stage:2, dead, 720 days	1637.5
DO23521	63 years, male, NA, stage:3, alive, 1110 days	1621.4
DO50791	79 years, female, NA, stage:1, dead, 480 days	1605.5
DO45249	57 years, male, NA, stage:1, alive, 630 days	1579.8
DO23537	79 years, male, NA, stage:2, dead, 900 days	1572.0
DO45225	69 years, male, NA, stage:1, alive, 1050 days	1568.5
DO48720	62 years, female, NA, stage:2, alive, 570 days	1517.0
DO23547	74 years, male, NA, stage:1, alive, 1020 days	1485.3
DO45253	50 years, male, NA, stage:2, alive, 870 days	1473.2
DO48728	74 years, female, NA, stage:2, alive, 150 days	1461.4
DO45269	59 years, male, NA, stage:3, alive, 750 days	1452.9
DO48717	54 years, male, NA, stage:4, dead, 180 days	1435.7
DO45267	73 years, male, NA, stage:3, dead, 570 days	1414.8
DO23543	63 years, male, NA, stage:2, alive, 1020 days	1404.1
DO45275	65 years, male, NA, stage:3, dead, 10 days	1365.2
DO45139	63 years, male, NA, stage:3, alive, 1320 days	1348.6
DO45237	58 years, male, NA, stage:2, alive, 900 days	1315.1
DO48697	64 years, female, NA, stage:2, dead, 810 days	1311.9
DO45273	62 years, male, NA, stage:2, alive, 480 days	1310.4
DO23524	71 years, female, NA, stage:2, alive, 1050 days	1287.8
DO50800	74 years, male, NA, stage:2, alive, 510 days	1274.7
DO45155	69 years, male, NA, stage:2, alive, 2160 days	1271.9
DO45189	85 years, female, NA, stage:2, alive, 1200 days	1248.3
DO45161	74 years, male, NA, stage:2, dead, 540 days	1200.4
DO45235	68 years, female, NA, stage:1, alive, 900 days	1194.1
DO23523	52 years, male, NA, stage:3, alive, 1080 days	1176.6
DO45193	68 years, female, NA, stage:4, dead, 120 days	1174.4
DO23542	66 years, male, NA, stage:3, alive, 960 days	1170.0
DO50811	62 years, male, NA, stage:1, alive, 450 days	1164.3
DO45157	62 years, male, NA, stage:2, alive, 1980 days	1162.2
DO48747	62 years, male, NA, stage:3, alive, 540 days	1156.6
DO23533	61 years, male, NA, stage:2, alive, 900 days	1139.4
DO50857	72 years, male, NA, stage:2, alive, 210 days	1133.0
DO45125	58 years, male, NA, stage:3, alive, 1680 days	1131.4
DO45285	59 years, male, NA, stage:3, alive, 480 days	1127.1
DO23525	71 years, male, NA, stage:4, alive, 1050 days	1127.0
DO23546	63 years, male, NA, stage:2, alive, 1050 days	1124.1
DO50815	62 years, male, NA, stage:3, alive, 150 days	1123.0
DO45243	74 years, female, NA, stage:3, alive, 930 days	1119.4
DO50806	70 years, male, NA, stage:4, alive, 540 days	1118.8
DO48732	73 years, male, NA, stage:3, alive, 630 days	1112.3
DO45303	62 years, female, NA, stage:3, alive, 990 days	1110.1
DO45103	47 years, male, NA, stage:3, alive, 450 days	1107.6
DO45213	58 years, male, NA, stage:1, alive, 1200 days	1106.4
DO45117	73 years, female, NA, stage:2, dead, 1110 days	1104.6
DO48757	68 years, female, NA, stage:3, alive, 480 days	1104.2
DO45207	68 years, male, NA, stage:1, alive, 1050 days	1090.2
DO50799	66 years, female, NA, stage:2, alive, 540 days	1084.7
DO48733	72 years, male, NA, stage:2, alive, 600 days	1073.3
DO50855	47 years, male, NA, stage:2, alive, 570 days	1060.0
DO48737	52 years, male, NA, stage:1, alive, 720 days	1052.6
DO45131	53 years, male, NA, stage:4, dead, 360 days	1043.2
DO45261	74 years, male, NA, stage:3, alive, 990 days	1026.9
DO23513	76 years, male, NA, stage:3, alive, 1200 days	1018.8
DO23515	71 years, male, NA, stage:2, alive, 1230 days	1017.3
DO45281	83 years, male, NA, stage:4, alive, 750 days	1001.7
DO48723	73 years, male, NA, stage:1, alive, 600 days	995.9
DO23509	60 years, male, NA, stage:3, dead, 780 days	987.8
DO23510	80 years, female, NA, stage:2, alive, 870 days	984.0
DO23514	64 years, male, NA, stage:2, alive, 1290 days	982.0
DO45141	73 years, male, NA, stage:2, alive, 1320 days	981.9
DO45092	62 years, male, NA, stage:4, dead, 1200 days	981.6
DO50809	56 years, male, NA, stage:3, dead, 720 days	979.3
DO45241	49 years, male, NA, stage:1, alive, 1080 days	973.3
DO45259	65 years, male, NA, stage:3, alive, 330 days	972.0
DO45137	38 years, male, NA, stage:1, alive, 1320 days	969.2
DO45153	77 years, female, NA, stage:2, alive, 1380 days	954.3
DO50798	77 years, male, NA, stage:3, dead, 30 days	951.8
DO50819	72 years, female, NA, stage:2, alive, 510 days	944.0
DO45091	56 years, male, NA, stage:2, dead, 1320 days	941.4
DO45217	69 years, female, NA, stage:3, dead, 270 days	933.0
DO45095	66 years, male, NA, stage:2, alive, 1620 days	932.4
DO45231	84 years, male, NA, stage:2, alive, 930 days	928.7
DO23539	77 years, male, NA, stage:1, alive, 1110 days	925.3
DO45123	78 years, female, NA, stage:2, dead, 570 days	925.3
DO50802	49 years, male, NA, stage:2, alive, 930 days	917.1
DO48741	64 years, male, NA, stage:3, alive, 240 days	908.1
DO45165	75 years, male, NA, stage:2, alive, 690 days	906.2
DO45135	77 years, male, NA, stage:1, alive, 1410 days	898.4
DO48682	72 years, female, NA, stage:3, dead, 120 days	896.0
DO45099	46 years, male, NA, stage:3, alive, 1590 days	890.8
DO48712	50 years, male, NA, stage:2, alive, 810 days	886.0
DO48730	73 years, female, NA, stage:2, alive, 630 days	885.7
DO45219	78 years, male, NA, stage:2, alive, 1080 days	879.8
DO45121	61 years, male, NA, stage:3, alive, 1530 days	872.0
DO45239	42 years, male, NA, stage:2, alive, 870 days	862.7
DO50825	70 years, male, NA, stage:2, alive, 390 days	861.6
DO45159	65 years, male, NA, stage:3, alive, 1470 days	859.4
DO45257	46 years, male, NA, stage:3, alive, 810 days	850.3
DO50803	62 years, female, NA, stage:1, alive, 540 days	848.1
DO50807	67 years, male, NA, stage:1, alive, 540 days	833.2
DO23512	60 years, male, NA, stage:1, alive, 1260 days	826.9
DO45183	72 years, female, NA, stage:2, dead, 570 days	823.5
DO48700	78 years, female, NA, stage:2, alive, 810 days	819.7
DO23548	78 years, female, NA, stage:1, alive, 840 days	814.6
DO48704	68 years, female, NA, stage:3, alive, 750 days	813.5
DO50805	72 years, male, NA, stage:2, alive, 690 days	811.7
DO45233	83 years, male, NA, stage:3, alive, 900 days	810.3
DO45223	67 years, male, NA, stage:4, alive, 1020 days	808.6
DO48681	57 years, male, NA, stage:2, alive, 900 days	798.6
DO48706	72 years, male, NA, stage:2, alive, 870 days	789.9
DO50844	75 years, male, NA, stage:4, alive, 300 days	783.0
DO45265	73 years, male, NA, stage:3, alive, 1020 days	772.7
DO45097	69 years, male, NA, stage:3, alive, 1620 days	771.9
DO45221	75 years, female, NA, stage:4, dead, 390 days	765.7
DO50817	75 years, male, NA, stage:2, alive, 390 days	755.0
DO23508	79 years, female, NA, stage:2, alive, 390 days	747.8
DO50859	77 years, male, NA, stage:2, alive, 180 days	746.8
DO48736	76 years, female, NA, stage:1, alive, 600 days	742.8
DO23535	67 years, male, NA, stage:1, alive, 960 days	740.2
DO23528	45 years, female, NA, stage:2, alive, 1020 days	720.7
DO23529	72 years, male, NA, stage:4, alive, 930 days	719.2
DO45203	71 years, female, NA, stage:2, alive, 1170 days	716.5
DO23544	67 years, male, NA, stage:2, alive, 960 days	715.9
DO45187	32 years, female, NA, stage:1, alive, 1260 days	711.3
DO45096	69 years, male, NA, stage:2, dead, 1290 days	711.1
DO45143	69 years, male, NA, stage:3, alive, 1290 days	710.8
DO50814	83 years, male, NA, stage:3, alive, 420 days	708.0
DO48715	58 years, female, NA, stage:2, dead, 690 days	703.5
DO50793	76 years, male, NA, stage:4, alive, 540 days	703.0
DO227801	77 years, female, NA, stage:1, alive, 660 days	702.1
DO45247	31 years, female, NA, stage:2, alive, 210 days	691.0
DO45113	58 years, male, NA, stage:3, alive, 1560 days	690.0
DO48746	76 years, male, NA, stage:3, alive, 570 days	689.1
DO45119	74 years, male, NA, stage:3, dead, 510 days	683.5
DO50820	77 years, female, NA, stage:3, alive, 510 days	683.1
DO50776	75 years, male, NA, stage:1, alive, 690 days	682.7
DO50850	74 years, male, NA, stage:3, alive, 720 days	682.2
DO50785	37 years, male, NA, stage:4, dead, 90 days	680.4
DO48725	66 years, male, NA, stage:1, alive, 780 days	676.0
DO45229	74 years, male, NA, stage:1, alive, 990 days	663.8
DO48743	69 years, female, NA, stage:2, alive, 570 days	655.9
DO50840	49 years, male, NA, stage:2, alive, 330 days	653.5
DO48693	71 years, male, NA, stage:2, alive, 900 days	645.2
DO48719	80 years, male, NA, stage:2, alive, 690 days	644.8
DO23536	56 years, male, NA, stage:2, alive, 930 days	644.2
DO23545	67 years, male, NA, stage:2, dead, 570 days	642.6
DO48761	55 years, male, NA, stage:2, alive, 870 days	633.1
DO45215	65 years, male, NA, stage:2, alive, 1170 days	630.3
DO45169	74 years, male, NA, stage:3, alive, 1350 days	628.7
DO50822	66 years, male, NA, stage:2, alive, 510 days	627.6
DO48701	78 years, male, NA, stage:2, alive, 780 days	621.7
DO50832	73 years, male, NA, stage:3, alive, 90 days	620.0
DO50818	65 years, male, NA, stage:2, alive, 510 days	617.5
DO23511	83 years, female, NA, stage:3, dead, 180 days	607.6
DO23541	65 years, male, NA, stage:2, alive, 930 days	606.7
DO50813	56 years, male, NA, stage:2, alive, 420 days	606.7
DO50808	68 years, male, NA, stage:2, alive, 570 days	606.3
DO45177	81 years, female, NA, stage:3, alive, 1260 days	604.8
DO45163	76 years, male, NA, stage:2, alive, 960 days	596.0
DO45255	81 years, male, NA, stage:3, alive, 720 days	592.5
DO45173	63 years, male, NA, stage:3, alive, 1170 days	588.3
DO45101	63 years, male, NA, stage:2, alive, 1680 days	584.2
DO48677	58 years, male, NA, stage:3, alive, 1140 days	582.2
DO48751	68 years, male, NA, stage:2, dead, 480 days	581.4
DO23532	71 years, female, NA, stage:1, alive, 960 days	571.4
DO48759	73 years, male, NA, stage:3, alive, 720 days	567.2
DO48760	70 years, female, NA, stage:2, alive, 690 days	561.8
DO50804	81 years, male, NA, stage:2, alive, 720 days	561.6
DO45181	84 years, female, NA, stage:2, alive, 1200 days	559.8
DO45201	49 years, male, NA, stage:1, alive, 900 days	558.2
DO45199	86 years, female, NA, stage:2, alive, 1350 days	556.1
DO48672	81 years, male, NA, stage:2, alive, 450 days	553.9
DO45179	78 years, female, NA, stage:2, alive, 600 days	551.9
DO23538	67 years, male, NA, stage:2, alive, 450 days	549.1
DO48742	76 years, male, NA, stage:2, alive, 600 days	547.2
DO48727	81 years, female, NA, stage:2, dead, 390 days	546.1
DO45105	61 years, male, NA, stage:1, alive, 1680 days	536.8
DO48716	71 years, male, NA, stage:2, alive, 720 days	536.8
DO23550	69 years, male, NA, stage:1, alive, 990 days	535.9
DO45115	81 years, male, NA, stage:2, alive, 840 days	535.7
DO45109	63 years, male, NA, stage:2, alive, 1590 days	523.2
DO23551	73 years, male, NA, stage:3, dead, 150 days	517.6
DO23534	60 years, male, NA, stage:2, alive, 840 days	516.6
DO50787	63 years, male, NA, stage:3, alive, 480 days	514.9
DO50783	62 years, male, NA, stage:3, alive, 480 days	514.9
DO23518	67 years, male, NA, stage:2, alive, 1320 days	511.4
DO50816	63 years, male, NA, stage:2, alive, 390 days	498.5
DO23540	73 years, male, NA, stage:1, alive, 750 days	488.7
DO23527	72 years, male, NA, stage:1, alive, 1050 days	484.9
DO48679	72 years, male, NA, stage:2, alive, 1200 days	478.3
DO45133	64 years, male, NA, stage:3, dead, 660 days	477.5
DO227643	79 years, male, NA, stage:2, alive, 1260 days	474.6
DO50789	73 years, female, NA, stage:2, alive, 570 days	463.0
DO45197	51 years, male, NA, stage:2, alive, 1170 days	461.2
DO50774	68 years, female, NA, stage:2, alive, 720 days	453.3
DO45227	57 years, female, NA, stage:2, alive, 1020 days	447.5
DO50845	72 years, male, NA, stage:3, alive, 210 days	447.4
DO45195	62 years, male, NA, stage:1, alive, 390 days	432.1
DO23517	62 years, male, NA, stage:2, alive, 1200 days	426.6
DO45171	56 years, male, NA, stage:3, alive, 600 days	426.5
DO23531	78 years, female, NA, stage:3, alive, 900 days	386.5
DO45175	74 years, male, NA, stage:2, alive, 1140 days	386.0
DO48695	77 years, male, NA, stage:2, alive, 720 days	381.9
DO45149	70 years, female, NA, stage:2, alive, 1260 days	361.5
DO45191	61 years, female, NA, stage:2, alive, 1200 days	358.0
DO23552	80 years, female, NA, stage:1, alive, 810 days	347.3
DO45129	61 years, male, NA, stage:3, alive, 1470 days	346.5
DO48674	80 years, male, NA, stage:2, alive, 1260 days	336.8
DO45111	74 years, male, NA, stage:2, alive, 1590 days	336.4
DO45167	67 years, male, NA, stage:2, dead, 1440 days	310.9
DO50839	47 years, female, NA, stage:3, alive, 330 days	310.5
DO45094	76 years, male, NA, stage:3, alive, 1650 days	303.4
DO45107	63 years, female, NA, stage:2, alive, 1710 days	284.1
DO48721	58 years, female, NA, stage:1, alive, 900 days	224.6
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
131	Tumor	1.7
211	Tumor	1.7
497	Tumor	1.6
743	Tumor	1.6
357	Tumor	1.2
355	Tumor	1.2
411	Tumor	1.0
473	Tumor	1.0
1025	Tumor	1.0
814	Normal	1.0
297	Tumor	1.0
957	Tumor	1.0
917	Tumor	0.9
963	Tumor	0.9
567	Tumor	0.9
517	Tumor	0.9
953	Tumor	0.9
823	Tumor	0.8
813	Tumor	0.8
387	Tumor	0.8
545	Tumor	0.8
1013	Tumor	0.8
535	Tumor	0.8
737	Tumor	0.8
427	Tumor	0.8
965	Tumor	0.8
571	Tumor	0.8
1031	Tumor	0.8
311	Tumor	0.8
527	Tumor	0.8
525	Tumor	0.7
425	Tumor	0.7
951	Tumor	0.7
923	Tumor	0.7
431	Tumor	0.7
724	Normal	0.7
351	Tumor	0.7
661	Tumor	0.7
161	Tumor	0.7
447	Tumor	0.7
943	Tumor	0.6
283	Tumor	0.6
697	Tumor	0.6
695	Tumor	0.6
313	Tumor	0.6
483	Tumor	0.6
343	Tumor	0.6
493	Tumor	0.6
227	Tumor	0.6
433	Tumor	0.6
277	Tumor	0.6
727	Tumor	0.6
983	Tumor	0.6
487	Tumor	0.6
967	Tumor	0.6
977	Tumor	0.5
877	Tumor	0.5
533	Tumor	0.5
443	Tumor	0.5
445	Tumor	0.5
663	Tumor	0.5
573	Tumor	0.5
478	Normal	0.5
1021	Tumor	0.5
536	Normal	0.5
863	Tumor	0.5
715	Tumor	0.4
685	Tumor	0.4
455	Tumor	0.4
492	Normal	0.4
463	Tumor	0.4
171	Tumor	0.4
523	Tumor	0.4
465	Tumor	0.4
671	Tumor	0.4
498	Normal	0.4
721	Tumor	0.4
524	Normal	0.4
975	Tumor	0.4
665	Tumor	0.4
647	Tumor	0.4
615	Tumor	0.4
883	Tumor	0.4
423	Tumor	0.4
861	Tumor	0.4
231	Tumor	0.4
213	Tumor	0.4
444	Normal	0.3
285	Tumor	0.3
185	Tumor	0.3
268	Normal	0.3
223	Tumor	0.3
331	Tumor	0.3
413	Tumor	0.3
361	Tumor	0.3
383	Tumor	0.3
557	Tumor	0.3
865	Tumor	0.3
385	Tumor	0.3
1041	Tumor	0.3
435	Tumor	0.3
191	Tumor	0.3
873	Tumor	0.3
415	Tumor	0.3
785	Tumor	0.3
125	Tumor	0.3
563	Tumor	0.3
267	Tumor	0.3
141	Tumor	0.2
881	Tumor	0.2
817	Tumor	0.2
537	Tumor	0.2
635	Tumor	0.2
966	Normal	0.2
421	Tumor	0.2
393	Tumor	0.2
112	Tumor	0.2
741	Tumor	0.2
471	Tumor	0.2
857	Tumor	0.1
461	Tumor	0.1
713	Tumor	0.1
491	Tumor	0.1
978	Normal	0.1
553	Tumor	0.1
217	Tumor	0.1
367	Tumor	0.1
271	Tumor	0.1
958	Normal	0.1
192	Normal	0.1
434	Normal	0.1
672	Normal	0.1
937	Tumor	0.1
516	Normal	0.1
976	Normal	0.1
195	Tumor	0.1
538	Normal	0.1
716	Normal	0.1
1045	Tumor	0.1
777	Tumor	0.0
867	Tumor	0.0
135	Tumor	0.0
515	Tumor	0.0
375	Tumor	0.0
363	Tumor	0.0
916	Normal	0.0
187	Tumor	0.0
212	Normal	0.0
913	Tumor	0.0
481	Tumor	0.0
467	Tumor	0.0
188	Normal	0.0
137	Tumor	0.0
964	Normal	0.0
744	Normal	-0.1
755	Tumor	-0.1
641	Tumor	-0.1
756	Normal	-0.1
488	Normal	-0.1
686	Normal	-0.1
224	Normal	-0.1
146	Normal	-0.1
327	Tumor	-0.1
666	Normal	-0.1
921	Tumor	-0.1
391	Tumor	-0.1
954	Normal	-0.1
341	Tumor	-0.1
696	Normal	-0.1
364	Normal	-0.1
662	Normal	-0.1
664	Normal	-0.1
353	Tumor	-0.1
786	Normal	-0.1
451	Tumor	-0.1
432	Normal	-0.1
261	Tumor	-0.1
714	Normal	-0.1
384	Normal	-0.1
477	Tumor	-0.1
778	Normal	-0.1
484	Normal	-0.2
412	Normal	-0.2
518	Normal	-0.2
344	Normal	-0.2
955	Tumor	-0.2
257	Tumor	-0.2
472	Normal	-0.2
554	Normal	-0.2
1032	Normal	-0.2
944	Normal	-0.2
914	Normal	-0.2
924	Normal	-0.2
746	Normal	-0.2
858	Normal	-0.2
386	Normal	-0.2
1015	Tumor	-0.2
1028	Normal	-0.2
147	Tumor	-0.2
145	Tumor	-0.2
494	Normal	-0.2
648	Normal	-0.2
395	Tumor	-0.2
952	Normal	-0.2
1022	Normal	-0.2
426	Normal	-0.2
546	Normal	-0.2
446	Normal	-0.3
878	Normal	-0.3
1043	Tumor	-0.3
126	Normal	-0.3
284	Normal	-0.3
482	Normal	-0.3
352	Normal	-0.3
968	Normal	-0.3
852	Normal	-0.3
938	Normal	-0.3
262	Normal	-0.3
926	Normal	-0.3
526	Normal	-0.3
514	Normal	-0.3
127	Tumor	-0.3
328	Normal	-0.3
1044	Normal	-0.3
558	Normal	-0.3
362	Normal	-0.3
1042	Normal	-0.3
925	Tumor	-0.3
228	Normal	-0.3
474	Normal	-0.3
745	Tumor	-0.3
815	Tumor	-0.3
448	Normal	-0.3
272	Normal	-0.3
918	Normal	-0.3
312	Normal	-0.3
356	Normal	-0.3
462	Normal	-0.3
874	Normal	-0.3
627	Tumor	-0.3
424	Normal	-0.3
162	Normal	-0.3
984	Normal	-0.4
534	Normal	-0.4
617	Tumor	-0.4
922	Normal	-0.4
528	Normal	-0.4
123	Tumor	-0.4
698	Normal	-0.4
1046	Normal	-0.4
416	Normal	-0.4
628	Normal	-0.4
1026	Normal	-0.4
738	Normal	-0.4
258	Normal	-0.4
868	Normal	-0.4
221	Tumor	-0.4
956	Normal	-0.4
138	Normal	-0.4
981	Tumor	-0.4
428	Normal	-0.4
422	Normal	-0.4
1014	Normal	-0.4
366	Normal	-0.4
728	Normal	-0.4
864	Normal	-0.4
722	Normal	-0.4
982	Normal	-0.4
392	Normal	-0.4
365	Tumor	-0.4
396	Normal	-0.4
388	Normal	-0.4
572	Normal	-0.4
286	Normal	-0.5
136	Normal	-0.5
358	Normal	-0.5
394	Normal	-0.5
1016	Normal	-0.5
298	Normal	-0.5
1027	Tumor	-0.5
915	Tumor	-0.5
354	Normal	-0.5
148	Normal	-0.5
214	Normal	-0.5
456	Normal	-0.5
851	Tumor	-0.5
414	Normal	-0.5
723	Tumor	-0.5
172	Normal	-0.5
866	Normal	-0.5
368	Normal	-0.5
912	Normal	-0.5
332	Normal	-0.5
232	Normal	-0.5
142	Normal	-0.5
618	Normal	-0.5
278	Normal	-0.5
862	Normal	-0.5
464	Normal	-0.6
342	Normal	-0.6
124	Normal	-0.6
113	Tumor	-0.6
884	Normal	-0.6
742	Normal	-0.6
222	Normal	-0.6
114	Normal	-0.6
574	Normal	-0.6
218	Normal	-0.6
824	Normal	-0.6
564	Normal	-0.6
513	Tumor	-0.6
816	Normal	-0.6
196	Normal	-0.6
186	Normal	-0.7
436	Normal	-0.7
468	Normal	-0.7
882	Normal	-0.7
616	Normal	-0.7
636	Normal	-0.7
568	Normal	-0.7
132	Normal	-0.7
466	Normal	-0.7
911	Tumor	-0.7
376	Normal	-0.7
642	Normal	-0.8
452	Normal	-0.8
818	Normal	-0.9
111	Normal	-0.9
314	Normal	-0.9
128	Normal	-1.0
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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 HPA047183
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