Expression of HRG 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

HRG is validated prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 292.09

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

1162.9

Number of samples

362

Samples

Sample	Description	TPM
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	8056.6
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	6205.4
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	6016.9
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	5915.3
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	5726.6
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	5723.1
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	5594.9
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	5246.8
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	5096.4
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	5079.6
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	4853.2
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	4714.4
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	4397.9
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	4353.0
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	4277.4
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	4269.9
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	4160.6
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	3882.2
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	3808.0
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	3534.9
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	3508.0
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	3439.9
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	3303.0
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	3252.0
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	3232.9
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	3218.6
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	3146.1
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	3009.3
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	2983.3
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	2970.9
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	2953.3
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	2918.2
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	2883.1
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	2862.5
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	2745.1
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	2677.1
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	2649.1
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	2581.1
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	2572.6
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	2538.1
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	2529.9
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	2512.5
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	2471.1
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	2470.3
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	2455.6
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	2447.5
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	2425.1
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	2386.5
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	2377.3
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	2375.1
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	2278.3
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	2267.8
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	2246.3
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	2227.8
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	2191.2
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	2182.6
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	2141.7
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	2138.9
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	2118.5
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	2114.1
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	2111.1
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	2108.4
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	2088.5
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	2064.1
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	2058.0
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	2054.6
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	2053.5
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	2041.2
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	2023.3
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	2007.4
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	1962.2
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	1957.8
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	1947.2
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	1943.6
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	1928.4
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	1904.3
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	1862.3
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	1856.6
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	1853.6
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	1850.3
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	1845.5
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	1843.2
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	1832.8
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	1786.1
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	1751.4
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	1750.6
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	1734.0
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	1725.4
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	1721.8
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	1713.2
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	1711.2
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	1701.0
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	1674.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	1644.8
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	1644.3
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	1628.0
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	1624.8
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	1612.8
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	1593.4
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	1585.6
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	1568.8
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	1550.1
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	1540.2
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	1536.8
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	1528.1
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	1522.2
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	1516.6
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	1503.2
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	1471.7
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	1466.5
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	1457.7
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	1456.0
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	1455.1
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	1454.7
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	1419.7
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	1417.0
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	1410.3
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	1408.2
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	1408.0
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	1384.0
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	1376.0
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	1351.1
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	1341.0
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	1305.3
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	1302.6
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	1261.4
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	1255.4
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	1253.6
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	1245.8
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	1216.6
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	1209.5
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	1205.7
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	1202.9
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	1181.1
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	1173.5
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	1172.3
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	1156.4
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	1145.2
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	1141.6
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	1129.6
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	1117.7
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	1116.0
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	1104.1
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	1096.0
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	1088.0
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	1079.1
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	1076.1
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	1069.7
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	1064.2
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	1059.7
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	1055.0
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	1035.3
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	1026.5
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	1022.4
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	1022.2
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	1016.9
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	1011.6
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	996.7
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	994.9
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	992.5
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	991.5
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	984.7
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	979.3
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	943.5
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	937.7
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	932.2
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	929.6
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	923.1
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	922.4
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	901.6
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	897.5
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	896.3
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	892.0
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	874.5
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	866.1
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	861.8
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	853.2
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	851.7
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	848.6
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	846.3
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	840.7
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	838.2
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	835.3
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	829.3
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	824.3
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	820.5
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	819.8
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	806.1
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	803.7
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	795.6
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	767.7
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	755.8
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	752.1
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	745.9
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	706.8
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	705.4
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	700.2
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	699.3
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	698.8
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	694.5
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	688.7
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	683.7
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	677.2
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	655.3
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	648.3
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	623.6
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	613.6
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	608.4
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	596.6
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	587.7
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	566.6
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	545.6
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	541.7
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	541.3
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	539.4
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	526.4
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	511.7
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	497.7
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	497.7
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	473.1
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	467.0
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	464.5
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	464.3
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	456.2
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	436.7
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	427.3
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	412.3
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	400.9
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	377.0
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	368.3
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	365.5
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	361.0
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	358.9
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	358.8
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	357.0
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	344.1
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	332.3
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	331.5
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	329.2
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	324.2
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	318.5
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	312.3
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	310.2
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	295.5
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	288.7
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	286.9
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	286.3
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	272.0
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	268.7
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	261.6
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	257.2
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	248.7
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	247.5
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	244.9
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	239.1
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	234.2
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	233.7
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	227.7
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	227.6
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	206.7
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	203.6
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	203.1
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	201.3
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	196.7
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	191.8
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	191.4
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	190.1
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	190.1
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	189.0
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	183.5
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	173.7
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	173.3
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	167.2
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	164.3
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	161.4
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	159.1
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	146.9
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	146.2
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	145.0
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	143.9
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	137.5
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	135.2
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	116.6
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	112.1
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	111.1
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	104.6
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	103.3
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	102.1
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	100.1
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	98.7
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	92.6
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	92.1
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	89.4
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	89.4
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	89.3
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	88.8
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	87.9
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	87.2
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	84.3
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	84.2
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	83.9
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	83.8
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	81.1
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	78.3
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	75.8
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	74.2
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	71.4
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	70.7
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	65.3
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	60.4
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	57.6
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	57.5
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	56.0
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	54.2
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	48.3
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	47.6
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	43.3
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	41.6
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	41.3
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	38.5
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	33.6
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	27.9
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	27.3
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	26.2
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	23.7
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	23.4
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	22.3
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	19.6
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	19.2
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	17.0
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	11.0
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	10.8
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	10.6
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	9.9
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	9.0
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	8.3
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	6.8
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	6.6
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	6.6
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	6.1
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	5.9
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	3.5
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	3.4
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	2.9
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	2.6
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	2.5
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	2.5
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	2.3
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	2.1
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	1.9
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	1.9
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	1.9
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	1.6
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	0.8
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	0.3
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	0.3
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	0.2
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	0.2
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	0.1
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	0.1
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	0.1
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	0.0
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

HRG is validated prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 720.53

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

1340.8

Number of samples

231

Samples

Sample	Description	TPM
DO23550	69 years, male, NA, stage:1, alive, 990 days	7537.9
DO50808	68 years, male, NA, stage:2, alive, 570 days	6884.4
DO50789	73 years, female, NA, stage:2, alive, 570 days	6852.7
DO48721	58 years, female, NA, stage:1, alive, 900 days	5854.9
DO45111	74 years, male, NA, stage:2, alive, 1590 days	5487.6
DO23509	60 years, male, NA, stage:3, dead, 780 days	5116.9
DO45123	78 years, female, NA, stage:2, dead, 570 days	4994.5
DO227801	77 years, female, NA, stage:1, alive, 660 days	4897.7
DO50807	67 years, male, NA, stage:1, alive, 540 days	4640.8
DO50850	74 years, male, NA, stage:3, alive, 720 days	4545.6
DO45201	49 years, male, NA, stage:1, alive, 900 days	4389.1
DO23517	62 years, male, NA, stage:2, alive, 1200 days	4234.2
DO45137	38 years, male, NA, stage:1, alive, 1320 days	4021.0
DO23512	60 years, male, NA, stage:1, alive, 1260 days	3875.8
DO45229	74 years, male, NA, stage:1, alive, 990 days	3729.7
DO50818	65 years, male, NA, stage:2, alive, 510 days	3585.0
DO48742	76 years, male, NA, stage:2, alive, 600 days	3501.5
DO50798	77 years, male, NA, stage:3, dead, 30 days	3475.5
DO50832	73 years, male, NA, stage:3, alive, 90 days	3373.6
DO50813	56 years, male, NA, stage:2, alive, 420 days	3304.0
DO48743	69 years, female, NA, stage:2, alive, 570 days	3303.4
DO45243	74 years, female, NA, stage:3, alive, 930 days	3301.6
DO48677	58 years, male, NA, stage:3, alive, 1140 days	3262.6
DO50774	68 years, female, NA, stage:2, alive, 720 days	3179.3
DO45181	84 years, female, NA, stage:2, alive, 1200 days	3133.6
DO48751	68 years, male, NA, stage:2, dead, 480 days	3111.0
DO45109	63 years, male, NA, stage:2, alive, 1590 days	3092.6
DO23536	56 years, male, NA, stage:2, alive, 930 days	3082.3
DO48704	68 years, female, NA, stage:3, alive, 750 days	2987.6
DO48760	70 years, female, NA, stage:2, alive, 690 days	2945.1
DO45149	70 years, female, NA, stage:2, alive, 1260 days	2934.6
DO45167	67 years, male, NA, stage:2, dead, 1440 days	2929.8
DO50840	49 years, male, NA, stage:2, alive, 330 days	2847.1
DO45113	58 years, male, NA, stage:3, alive, 1560 days	2652.4
DO48701	78 years, male, NA, stage:2, alive, 780 days	2643.6
DO48761	55 years, male, NA, stage:2, alive, 870 days	2625.6
DO50793	76 years, male, NA, stage:4, alive, 540 days	2588.3
DO45169	74 years, male, NA, stage:3, alive, 1350 days	2534.4
DO50804	81 years, male, NA, stage:2, alive, 720 days	2520.0
DO45094	76 years, male, NA, stage:3, alive, 1650 days	2517.5
DO23552	80 years, female, NA, stage:1, alive, 810 days	2491.8
DO45125	58 years, male, NA, stage:3, alive, 1680 days	2470.2
DO45255	81 years, male, NA, stage:3, alive, 720 days	2395.5
DO227643	79 years, male, NA, stage:2, alive, 1260 days	2392.2
DO45133	64 years, male, NA, stage:3, dead, 660 days	2297.9
DO45223	67 years, male, NA, stage:4, alive, 1020 days	2282.4
DO45237	58 years, male, NA, stage:2, alive, 900 days	2273.3
DO48741	64 years, male, NA, stage:3, alive, 240 days	2264.7
DO50776	75 years, male, NA, stage:1, alive, 690 days	2247.3
DO50859	77 years, male, NA, stage:2, alive, 180 days	2233.3
DO48674	80 years, male, NA, stage:2, alive, 1260 days	2187.6
DO45253	50 years, male, NA, stage:2, alive, 870 days	2154.3
DO48695	77 years, male, NA, stage:2, alive, 720 days	2140.6
DO23544	67 years, male, NA, stage:2, alive, 960 days	2140.4
DO23551	73 years, male, NA, stage:3, dead, 150 days	1992.9
DO45233	83 years, male, NA, stage:3, alive, 900 days	1949.3
DO23540	73 years, male, NA, stage:1, alive, 750 days	1906.4
DO45203	71 years, female, NA, stage:2, alive, 1170 days	1905.6
DO45213	58 years, male, NA, stage:1, alive, 1200 days	1896.6
DO45207	68 years, male, NA, stage:1, alive, 1050 days	1871.3
DO50783	62 years, male, NA, stage:3, alive, 480 days	1863.7
DO23535	67 years, male, NA, stage:1, alive, 960 days	1857.8
DO50791	79 years, female, NA, stage:1, dead, 480 days	1844.0
DO48712	50 years, male, NA, stage:2, alive, 810 days	1815.0
DO45099	46 years, male, NA, stage:3, alive, 1590 days	1786.0
DO23527	72 years, male, NA, stage:1, alive, 1050 days	1770.4
DO23531	78 years, female, NA, stage:3, alive, 900 days	1735.4
DO48725	66 years, male, NA, stage:1, alive, 780 days	1726.1
DO48746	76 years, male, NA, stage:3, alive, 570 days	1694.2
DO45239	42 years, male, NA, stage:2, alive, 870 days	1691.8
DO23543	63 years, male, NA, stage:2, alive, 1020 days	1690.2
DO45101	63 years, male, NA, stage:2, alive, 1680 days	1687.9
DO23534	60 years, male, NA, stage:2, alive, 840 days	1640.6
DO45215	65 years, male, NA, stage:2, alive, 1170 days	1638.0
DO45159	65 years, male, NA, stage:3, alive, 1470 days	1637.3
DO50817	75 years, male, NA, stage:2, alive, 390 days	1606.2
DO23538	67 years, male, NA, stage:2, alive, 450 days	1600.2
DO45241	49 years, male, NA, stage:1, alive, 1080 days	1596.8
DO45095	66 years, male, NA, stage:2, alive, 1620 days	1581.5
DO45143	69 years, male, NA, stage:3, alive, 1290 days	1551.5
DO45129	61 years, male, NA, stage:3, alive, 1470 days	1516.7
DO45247	31 years, female, NA, stage:2, alive, 210 days	1492.4
DO45227	57 years, female, NA, stage:2, alive, 1020 days	1483.8
DO45195	62 years, male, NA, stage:1, alive, 390 days	1483.2
DO45265	73 years, male, NA, stage:3, alive, 1020 days	1465.4
DO50803	62 years, female, NA, stage:1, alive, 540 days	1464.5
DO23541	65 years, male, NA, stage:2, alive, 930 days	1452.6
DO45153	77 years, female, NA, stage:2, alive, 1380 days	1409.5
DO45257	46 years, male, NA, stage:3, alive, 810 days	1371.3
DO48727	81 years, female, NA, stage:2, dead, 390 days	1365.1
DO45121	61 years, male, NA, stage:3, alive, 1530 days	1351.4
DO48693	71 years, male, NA, stage:2, alive, 900 days	1331.8
DO45173	63 years, male, NA, stage:3, alive, 1170 days	1283.9
DO48700	78 years, female, NA, stage:2, alive, 810 days	1271.0
DO45225	69 years, male, NA, stage:1, alive, 1050 days	1266.2
DO45197	51 years, male, NA, stage:2, alive, 1170 days	1261.2
DO48733	72 years, male, NA, stage:2, alive, 600 days	1231.1
DO45177	81 years, female, NA, stage:3, alive, 1260 days	1198.2
DO23548	78 years, female, NA, stage:1, alive, 840 days	1190.1
DO50805	72 years, male, NA, stage:2, alive, 690 days	1165.1
DO45191	61 years, female, NA, stage:2, alive, 1200 days	1137.3
DO45235	68 years, female, NA, stage:1, alive, 900 days	1086.7
DO45163	76 years, male, NA, stage:2, alive, 960 days	1084.4
DO50839	47 years, female, NA, stage:3, alive, 330 days	1071.9
DO50785	37 years, male, NA, stage:4, dead, 90 days	1068.0
DO45231	84 years, male, NA, stage:2, alive, 930 days	1048.1
DO45269	59 years, male, NA, stage:3, alive, 750 days	1043.0
DO23533	61 years, male, NA, stage:2, alive, 900 days	1033.7
DO50811	62 years, male, NA, stage:1, alive, 450 days	1016.2
DO23546	63 years, male, NA, stage:2, alive, 1050 days	1001.1
DO45141	73 years, male, NA, stage:2, alive, 1320 days	993.7
DO23537	79 years, male, NA, stage:2, dead, 900 days	969.4
DO50799	66 years, female, NA, stage:2, alive, 540 days	961.5
DO48716	71 years, male, NA, stage:2, alive, 720 days	944.7
DO45161	74 years, male, NA, stage:2, dead, 540 days	941.2
DO45261	74 years, male, NA, stage:3, alive, 990 days	928.9
DO23545	67 years, male, NA, stage:2, dead, 570 days	920.6
DO45281	83 years, male, NA, stage:4, alive, 750 days	909.8
DO23532	71 years, female, NA, stage:1, alive, 960 days	902.3
DO45187	32 years, female, NA, stage:1, alive, 1260 days	895.8
DO50816	63 years, male, NA, stage:2, alive, 390 days	890.9
DO45157	62 years, male, NA, stage:2, alive, 1980 days	886.8
DO48759	73 years, male, NA, stage:3, alive, 720 days	853.5
DO45107	63 years, female, NA, stage:2, alive, 1710 days	842.9
DO23516	69 years, male, NA, stage:3, dead, 20 days	805.2
DO48757	68 years, female, NA, stage:3, alive, 480 days	804.4
DO50787	63 years, male, NA, stage:3, alive, 480 days	798.9
DO45165	75 years, male, NA, stage:2, alive, 690 days	781.0
DO23510	80 years, female, NA, stage:2, alive, 870 days	765.2
DO45199	86 years, female, NA, stage:2, alive, 1350 days	760.3
DO45103	47 years, male, NA, stage:3, alive, 450 days	758.4
DO50806	70 years, male, NA, stage:4, alive, 540 days	757.2
DO50800	74 years, male, NA, stage:2, alive, 510 days	748.6
DO45097	69 years, male, NA, stage:3, alive, 1620 days	742.0
DO45219	78 years, male, NA, stage:2, alive, 1080 days	728.3
DO45091	56 years, male, NA, stage:2, dead, 1320 days	712.7
DO45096	69 years, male, NA, stage:2, dead, 1290 days	689.4
DO45115	81 years, male, NA, stage:2, alive, 840 days	663.4
DO45263	67 years, male, NA, stage:3, dead, 270 days	646.5
DO50809	56 years, male, NA, stage:3, dead, 720 days	616.1
DO45119	74 years, male, NA, stage:3, dead, 510 days	602.5
DO45105	61 years, male, NA, stage:1, alive, 1680 days	588.5
DO50819	72 years, female, NA, stage:2, alive, 510 days	581.2
DO48720	62 years, female, NA, stage:2, alive, 570 days	576.2
DO50845	72 years, male, NA, stage:3, alive, 210 days	532.6
DO23518	67 years, male, NA, stage:2, alive, 1320 days	526.1
DO48728	74 years, female, NA, stage:2, alive, 150 days	516.7
DO50814	83 years, male, NA, stage:3, alive, 420 days	514.3
DO23539	77 years, male, NA, stage:1, alive, 1110 days	506.1
DO23511	83 years, female, NA, stage:3, dead, 180 days	487.3
DO48732	73 years, male, NA, stage:3, alive, 630 days	450.7
DO50822	66 years, male, NA, stage:2, alive, 510 days	447.4
DO45175	74 years, male, NA, stage:2, alive, 1140 days	444.2
DO45273	62 years, male, NA, stage:2, alive, 480 days	437.4
DO23525	71 years, male, NA, stage:4, alive, 1050 days	425.5
DO50844	75 years, male, NA, stage:4, alive, 300 days	396.6
DO48736	76 years, female, NA, stage:1, alive, 600 days	394.7
DO45171	56 years, male, NA, stage:3, alive, 600 days	392.2
DO23542	66 years, male, NA, stage:3, alive, 960 days	388.6
DO48723	73 years, male, NA, stage:1, alive, 600 days	385.5
DO45221	75 years, female, NA, stage:4, dead, 390 days	370.1
DO45092	62 years, male, NA, stage:4, dead, 1200 days	366.8
DO45179	78 years, female, NA, stage:2, alive, 600 days	358.0
DO45183	72 years, female, NA, stage:2, dead, 570 days	353.3
DO50820	77 years, female, NA, stage:3, alive, 510 days	350.7
DO23526	66 years, male, NA, stage:3, alive, 1050 days	337.2
DO50857	72 years, male, NA, stage:2, alive, 210 days	333.3
DO48672	81 years, male, NA, stage:2, alive, 450 days	327.2
DO23528	45 years, female, NA, stage:2, alive, 1020 days	326.0
DO45139	63 years, male, NA, stage:3, alive, 1320 days	301.2
DO23524	71 years, female, NA, stage:2, alive, 1050 days	282.6
DO48679	72 years, male, NA, stage:2, alive, 1200 days	275.8
DO48715	58 years, female, NA, stage:2, dead, 690 days	275.8
DO50778	60 years, male, NA, stage:4, alive, 630 days	259.4
DO45185	89 years, male, NA, stage:2, alive, 600 days	253.9
DO23530	53 years, male, NA, stage:4, dead, 180 days	251.1
DO45251	57 years, female, NA, stage:2, alive, 900 days	243.2
DO50855	47 years, male, NA, stage:2, alive, 570 days	228.4
DO48682	72 years, female, NA, stage:3, dead, 120 days	213.4
DO48706	72 years, male, NA, stage:2, alive, 870 days	185.3
DO45093	71 years, male, NA, stage:2, dead, 720 days	168.3
DO45249	57 years, male, NA, stage:1, alive, 630 days	160.8
DO50802	49 years, male, NA, stage:2, alive, 930 days	156.1
DO48697	64 years, female, NA, stage:2, dead, 810 days	144.7
DO45135	77 years, male, NA, stage:1, alive, 1410 days	141.2
DO48681	57 years, male, NA, stage:2, alive, 900 days	122.4
DO48717	54 years, male, NA, stage:4, dead, 180 days	113.4
DO45193	68 years, female, NA, stage:4, dead, 120 days	103.4
DO50829	78 years, male, NA, stage:3, alive, 570 days	100.8
DO23508	79 years, female, NA, stage:2, alive, 390 days	93.1
DO48730	73 years, female, NA, stage:2, alive, 630 days	78.1
DO48737	52 years, male, NA, stage:1, alive, 720 days	73.5
DO23514	64 years, male, NA, stage:2, alive, 1290 days	47.3
DO45155	69 years, male, NA, stage:2, alive, 2160 days	43.9
DO45117	73 years, female, NA, stage:2, dead, 1110 days	40.9
DO23529	72 years, male, NA, stage:4, alive, 930 days	37.0
DO45267	73 years, male, NA, stage:3, dead, 570 days	36.2
DO23547	74 years, male, NA, stage:1, alive, 1020 days	35.2
DO23521	63 years, male, NA, stage:3, alive, 1110 days	29.5
DO23513	76 years, male, NA, stage:3, alive, 1200 days	29.1
DO45287	74 years, male, NA, stage:1, alive, 390 days	26.8
DO23515	71 years, male, NA, stage:2, alive, 1230 days	26.1
DO45189	85 years, female, NA, stage:2, alive, 1200 days	22.1
DO45259	65 years, male, NA, stage:3, alive, 330 days	20.0
DO45305	66 years, male, NA, stage:4, alive, 300 days	15.2
DO45301	56 years, male, NA, stage:2, dead, 1440 days	14.6
DO45283	60 years, male, NA, stage:3, alive, 510 days	13.8
DO50825	70 years, male, NA, stage:2, alive, 390 days	13.4
DO45205	67 years, female, NA, stage:2, dead, 90 days	11.6
DO50815	62 years, male, NA, stage:3, alive, 150 days	10.4
DO45217	69 years, female, NA, stage:3, dead, 270 days	7.8
DO23519	65 years, male, NA, stage:3, alive, 630 days	7.1
DO45131	53 years, male, NA, stage:4, dead, 360 days	5.6
DO45277	64 years, male, NA, stage:3, alive, 600 days	5.1
DO45289	78 years, female, NA, stage:3, alive, 360 days	4.4
DO23549	74 years, male, NA, stage:3, alive, 990 days	4.2
DO45245	75 years, female, NA, stage:2, dead, 240 days	4.0
DO48747	62 years, male, NA, stage:3, alive, 540 days	4.0
DO45209	70 years, male, NA, stage:4, alive, 1350 days	3.6
DO45279	67 years, male, NA, stage:3, alive, 1290 days	3.4
DO48719	80 years, male, NA, stage:2, alive, 690 days	2.2
DO23523	52 years, male, NA, stage:3, alive, 1080 days	1.6
DO45303	62 years, female, NA, stage:3, alive, 990 days	1.4
DO45145	78 years, male, NA, stage:3, dead, 60 days	1.2
DO45285	59 years, male, NA, stage:3, alive, 480 days	1.1
DO45297	61 years, female, NA, stage:4, dead, 1260 days	1.0
DO45299	70 years, female, NA, stage:1, alive, 1440 days	0.9
DO45211	76 years, male, NA, stage:3, alive, 240 days	0.7
DO45307	54 years, female, NA, stage:4, dead, 240 days	0.5
DO45127	73 years, male, NA, stage:3, dead, 420 days	0.5
DO45275	65 years, male, NA, stage:3, dead, 10 days	0.3
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
863	Tumor	1.9
877	Tumor	1.6
343	Tumor	1.4
112	Tumor	1.3
425	Tumor	1.1
192	Normal	1.1
135	Tumor	1.1
924	Normal	1.0
921	Tumor	1.0
487	Tumor	0.9
524	Normal	0.8
713	Tumor	0.8
452	Normal	0.8
391	Tumor	0.8
785	Tumor	0.8
615	Tumor	0.7
777	Tumor	0.7
137	Tumor	0.7
445	Tumor	0.7
328	Normal	0.6
257	Tumor	0.6
964	Normal	0.6
617	Tumor	0.6
365	Tumor	0.6
746	Normal	0.5
912	Normal	0.5
423	Tumor	0.5
563	Tumor	0.5
618	Normal	0.5
671	Tumor	0.5
342	Normal	0.5
722	Normal	0.5
517	Tumor	0.4
1027	Tumor	0.4
564	Normal	0.4
161	Tumor	0.4
636	Normal	0.4
1045	Tumor	0.4
616	Normal	0.4
647	Tumor	0.4
191	Tumor	0.4
943	Tumor	0.4
124	Normal	0.4
465	Tumor	0.4
857	Tumor	0.4
663	Tumor	0.4
186	Normal	0.4
697	Tumor	0.4
538	Normal	0.4
546	Normal	0.4
471	Tumor	0.4
185	Tumor	0.3
867	Tumor	0.3
468	Normal	0.3
141	Tumor	0.3
648	Normal	0.3
1041	Tumor	0.3
818	Normal	0.3
214	Normal	0.3
114	Normal	0.3
283	Tumor	0.3
723	Tumor	0.3
146	Normal	0.3
967	Tumor	0.3
813	Tumor	0.3
696	Normal	0.3
878	Normal	0.3
498	Normal	0.3
666	Normal	0.3
494	Normal	0.3
267	Tumor	0.3
138	Normal	0.3
227	Tumor	0.3
375	Tumor	0.3
695	Tumor	0.3
463	Tumor	0.3
132	Normal	0.3
778	Normal	0.3
188	Normal	0.2
474	Normal	0.2
874	Normal	0.2
721	Tumor	0.2
393	Tumor	0.2
884	Normal	0.2
741	Tumor	0.2
918	Normal	0.2
815	Tumor	0.2
571	Tumor	0.2
817	Tumor	0.2
672	Normal	0.2
558	Normal	0.2
523	Tumor	0.2
424	Normal	0.2
868	Normal	0.2
111	Normal	0.2
963	Tumor	0.2
136	Normal	0.2
311	Tumor	0.2
922	Normal	0.2
917	Tumor	0.2
515	Tumor	0.2
852	Normal	0.2
574	Normal	0.2
738	Normal	0.2
958	Normal	0.2
195	Tumor	0.2
354	Normal	0.2
224	Normal	0.2
662	Normal	0.2
196	Normal	0.2
297	Tumor	0.2
125	Tumor	0.2
1046	Normal	0.2
864	Normal	0.2
142	Normal	0.2
366	Normal	0.2
312	Normal	0.2
478	Normal	0.2
232	Normal	0.2
455	Tumor	0.2
976	Normal	0.2
128	Normal	0.1
258	Normal	0.1
966	Normal	0.1
882	Normal	0.1
268	Normal	0.1
727	Tumor	0.1
744	Normal	0.1
628	Normal	0.1
1044	Normal	0.1
187	Tumor	0.1
938	Normal	0.1
262	Normal	0.1
742	Normal	0.1
361	Tumor	0.1
217	Tumor	0.1
358	Normal	0.1
414	Normal	0.1
327	Tumor	0.1
488	Normal	0.1
1042	Normal	0.1
1022	Normal	0.1
823	Tumor	0.1
172	Normal	0.1
314	Normal	0.1
261	Tumor	0.1
162	Normal	0.1
534	Normal	0.1
223	Tumor	0.1
426	Normal	0.1
464	Normal	0.1
665	Tumor	0.1
545	Tumor	0.1
272	Normal	0.1
1013	Tumor	0.1
491	Tumor	0.1
914	Normal	0.1
526	Normal	0.1
953	Tumor	0.1
686	Normal	0.0
145	Tumor	0.0
716	Normal	0.0
384	Normal	0.0
514	Normal	0.0
228	Normal	0.0
926	Normal	0.0
1032	Normal	0.0
956	Normal	0.0
862	Normal	0.0
444	Normal	0.0
362	Normal	0.0
968	Normal	0.0
664	Normal	0.0
456	Normal	0.0
525	Tumor	0.0
355	Tumor	0.0
411	Tumor	0.0
627	Tumor	0.0
492	Normal	0.0
916	Normal	0.0
368	Normal	0.0
642	Normal	0.0
513	Tumor	0.0
1028	Normal	0.0
516	Normal	0.0
394	Normal	0.0
472	Normal	0.0
126	Normal	0.0
344	Normal	0.0
568	Normal	0.0
1043	Tumor	0.0
572	Normal	0.0
698	Normal	0.0
873	Tumor	0.0
518	Normal	0.0
364	Normal	0.0
497	Tumor	0.0
466	Normal	0.0
341	Tumor	0.0
448	Normal	-0.1
866	Normal	-0.1
975	Tumor	-0.1
386	Normal	-0.1
756	Normal	-0.1
367	Tumor	-0.1
913	Tumor	-0.1
858	Normal	-0.1
881	Tumor	-0.1
416	Normal	-0.1
313	Tumor	-0.1
714	Normal	-0.1
461	Tumor	-0.1
278	Normal	-0.1
213	Tumor	-0.1
728	Normal	-0.1
421	Tumor	-0.1
388	Normal	-0.1
356	Normal	-0.1
484	Normal	-0.1
298	Normal	-0.1
911	Tumor	-0.1
745	Tumor	-0.1
353	Tumor	-0.1
865	Tumor	-0.1
422	Normal	-0.1
435	Tumor	-0.1
477	Tumor	-0.1
1014	Normal	-0.1
957	Tumor	-0.1
1016	Normal	-0.1
462	Normal	-0.1
113	Tumor	-0.1
131	Tumor	-0.1
483	Tumor	-0.1
851	Tumor	-0.1
412	Normal	-0.2
984	Normal	-0.2
481	Tumor	-0.2
431	Tumor	-0.2
473	Tumor	-0.2
824	Normal	-0.2
147	Tumor	-0.2
786	Normal	-0.2
392	Normal	-0.2
944	Normal	-0.2
954	Normal	-0.2
755	Tumor	-0.2
952	Normal	-0.2
383	Tumor	-0.2
436	Normal	-0.2
982	Normal	-0.2
816	Normal	-0.2
222	Normal	-0.2
641	Tumor	-0.2
737	Tumor	-0.2
1026	Normal	-0.2
332	Normal	-0.2
467	Tumor	-0.2
127	Tumor	-0.2
428	Normal	-0.2
376	Normal	-0.2
493	Tumor	-0.2
977	Tumor	-0.3
363	Tumor	-0.3
212	Normal	-0.3
715	Tumor	-0.3
352	Normal	-0.3
148	Normal	-0.3
923	Tumor	-0.3
434	Normal	-0.3
415	Tumor	-0.3
284	Normal	-0.3
433	Tumor	-0.3
925	Tumor	-0.3
937	Tumor	-0.4
983	Tumor	-0.4
685	Tumor	-0.4
528	Normal	-0.4
978	Normal	-0.4
554	Normal	-0.4
218	Normal	-0.4
814	Normal	-0.4
451	Tumor	-0.4
743	Tumor	-0.4
396	Normal	-0.4
482	Normal	-0.4
557	Tumor	-0.4
271	Tumor	-0.4
446	Normal	-0.4
447	Tumor	-0.4
955	Tumor	-0.4
443	Tumor	-0.4
536	Normal	-0.4
432	Normal	-0.4
573	Tumor	-0.4
533	Tumor	-0.4
331	Tumor	-0.4
883	Tumor	-0.4
981	Tumor	-0.5
277	Tumor	-0.5
535	Tumor	-0.5
915	Tumor	-0.5
395	Tumor	-0.5
171	Tumor	-0.5
351	Tumor	-0.5
965	Tumor	-0.5
286	Normal	-0.5
231	Tumor	-0.5
123	Tumor	-0.5
1015	Tumor	-0.6
861	Tumor	-0.6
357	Tumor	-0.6
221	Tumor	-0.6
387	Tumor	-0.7
285	Tumor	-0.7
1025	Tumor	-0.7
567	Tumor	-0.7
413	Tumor	-0.7
661	Tumor	-0.7
553	Tumor	-0.8
385	Tumor	-0.8
635	Tumor	-0.8
1031	Tumor	-0.9
951	Tumor	-0.9
427	Tumor	-0.9
527	Tumor	-0.9
724	Normal	-1.0
1021	Tumor	-1.0
537	Tumor	-1.0
211	Tumor	-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 HPA050269	Antibody HPA054598
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