Expression of RBP4 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

RBP4 is validated prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3999.44

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

6778.1

Number of samples

362

Samples

Sample	Description	pTPM
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	31740.8
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	27016.1
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	24814.1
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	23679.2
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	19068.2
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	18571.3
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	18312.4
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	17035.3
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	15982.0
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	15751.6
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	15714.2
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	14508.6
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	14194.4
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	13985.4
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	13688.3
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	13383.1
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	13379.1
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	13363.9
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	13217.9
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	13208.8
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	13191.0
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	13050.8
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	13024.9
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	12922.9
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	12706.3
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	12688.7
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	12370.0
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	12363.7
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	12360.3
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	12237.0
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	12228.5
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	12128.6
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	12118.7
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	12078.2
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	11837.8
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	11793.6
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	11709.7
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	11706.6
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	11650.7
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	11518.7
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	11506.9
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	11488.4
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	11401.1
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	11273.5
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	11264.4
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	11219.6
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	11198.0
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	11171.6
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	11118.9
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	11083.3
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	11055.3
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	11023.9
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	10825.5
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	10663.9
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	10586.5
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	10553.9
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	10456.6
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	10449.5
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	10372.6
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	10297.2
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	10272.9
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	10255.0
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	10225.0
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	10079.9
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	10041.3
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	10025.1
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	10003.2
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	9997.9
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	9990.5
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	9988.7
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	9966.6
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	9965.1
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	9785.0
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	9651.0
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	9618.6
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	9592.9
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	9582.0
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	9501.5
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	9483.7
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	9462.2
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	9447.0
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	9437.5
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	9354.2
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	9319.9
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	9314.2
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	9300.6
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	9271.1
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	9263.2
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	9244.0
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	9218.9
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	9193.1
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	9185.8
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	9150.4
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	9136.7
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	9077.4
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	9076.5
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	9018.5
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	9009.8
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	8989.1
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	8984.9
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	8945.0
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	8904.1
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	8809.3
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	8729.5
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	8723.9
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	8696.2
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	8591.9
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	8583.3
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	8569.2
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	8559.9
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	8544.3
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	8505.2
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	8501.6
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	8493.2
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	8458.2
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	8406.4
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	8355.1
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	8347.5
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	8338.0
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	8306.3
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	8206.4
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	8121.6
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	8100.3
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	8078.0
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	8056.2
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	8044.6
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	7989.4
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	7975.9
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	7943.7
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	7897.1
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	7842.2
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	7824.4
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	7799.9
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	7794.1
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	7788.9
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	7769.0
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	7664.2
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	7661.9
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	7639.9
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	7635.3
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	7629.3
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	7611.9
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	7598.8
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	7557.9
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	7536.1
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	7481.1
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	7445.0
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	7409.4
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	7369.1
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	7310.3
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	7295.7
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	7261.7
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	7245.9
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	7210.9
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	7187.9
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	7184.7
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	7142.6
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	7103.6
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	7090.5
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	7047.6
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	7016.3
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	6990.4
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	6932.3
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	6931.3
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	6905.0
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	6899.4
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	6814.9
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	6813.7
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	6783.0
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	6697.6
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	6696.6
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	6673.7
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	6672.0
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	6642.8
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	6636.9
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	6529.5
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	6459.1
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	6410.2
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	6370.9
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	6301.3
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	6287.9
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	6284.8
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	6210.0
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	6208.4
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	6189.7
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	6169.2
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	6132.2
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	6130.5
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	6127.3
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	6084.9
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	6079.2
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	6068.9
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	6063.3
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	6040.6
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	5966.5
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	5897.2
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	5870.7
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	5840.3
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	5838.8
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	5830.2
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	5819.3
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	5795.6
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	5747.8
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	5737.0
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	5689.2
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	5661.9
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	5656.8
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	5644.8
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	5637.1
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	5628.5
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	5621.6
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	5601.1
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	5596.8
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	5586.5
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	5551.4
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	5506.9
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	5438.2
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	5423.8
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	5330.3
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	5285.4
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	5281.7
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	5154.2
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	5053.6
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	5022.7
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	4983.5
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	4972.9
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	4972.3
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	4949.2
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	4929.4
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	4926.1
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	4918.7
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	4910.7
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	4858.4
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	4809.0
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	4760.3
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	4667.6
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	4621.9
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	4586.2
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	4575.3
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	4557.5
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	4502.4
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	4494.4
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	4490.8
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	4416.3
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	4406.4
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	4363.5
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	4302.4
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	4296.1
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	4285.3
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	4262.4
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	4260.5
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	4253.1
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	4134.6
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	4101.9
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	4058.9
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	4051.2
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	4011.2
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	3987.7
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	3980.6
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	3953.8
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	3945.5
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	3942.8
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	3934.1
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	3886.2
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	3840.6
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	3824.7
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	3815.8
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	3770.9
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	3762.0
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	3760.6
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	3723.1
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	3722.5
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	3679.6
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	3670.0
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	3646.3
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	3598.8
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	3590.8
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	3504.6
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	3421.2
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	3322.2
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	3316.5
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	3313.1
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	3273.9
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	3263.6
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	3230.2
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	3196.9
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	3188.1
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	3141.3
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	3125.9
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	3075.9
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	3045.0
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	3043.6
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	3035.4
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	3033.7
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	3028.3
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	3026.7
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	3011.8
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	2995.8
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	2991.6
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	2976.3
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	2891.0
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	2852.9
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	2845.3
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	2791.0
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	2788.0
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	2742.2
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	2738.3
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	2699.7
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	2681.8
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	2681.7
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	2484.8
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	2450.6
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	2421.8
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	2402.7
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	2317.3
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	2286.6
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	2282.7
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	2258.4
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	2253.3
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	2184.3
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	2143.4
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	2021.4
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	2010.5
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	1998.2
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	1990.5
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	1899.4
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	1870.8
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	1864.6
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	1847.6
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	1801.4
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	1778.3
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	1642.0
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	1594.1
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	1553.8
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	1527.3
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	1475.6
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	1475.3
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	1444.5
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	1352.5
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	1307.5
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	1038.7
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	1014.8
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	864.2
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	817.8
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	808.8
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	642.5
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	581.6
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	579.0
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	494.8
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	438.2
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	416.3
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	327.3
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	327.2
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	319.7
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	222.6
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	72.4
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	38.3
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	27.9
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	12.1
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	10.0
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	8.7
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	8.1
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RBP4 is validated prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3850.8

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

8639.7

Number of samples

231

Samples

Sample	Description	pTPM
DO45209	70 years, male, NA, stage:4, alive, 1350 days	30774.0
DO45255	81 years, male, NA, stage:3, alive, 720 days	27301.4
DO48695	77 years, male, NA, stage:2, alive, 720 days	22867.9
DO50804	81 years, male, NA, stage:2, alive, 720 days	22441.6
DO50818	65 years, male, NA, stage:2, alive, 510 days	21002.6
DO45099	46 years, male, NA, stage:3, alive, 1590 days	20578.0
DO23512	60 years, male, NA, stage:1, alive, 1260 days	20411.4
DO45167	67 years, male, NA, stage:2, dead, 1440 days	19647.4
DO45091	56 years, male, NA, stage:2, dead, 1320 days	19299.4
DO48674	80 years, male, NA, stage:2, alive, 1260 days	18951.9
DO48677	58 years, male, NA, stage:3, alive, 1140 days	18111.7
DO50817	75 years, male, NA, stage:2, alive, 390 days	17955.5
DO45101	63 years, male, NA, stage:2, alive, 1680 days	17953.8
DO50811	62 years, male, NA, stage:1, alive, 450 days	17902.2
DO48719	80 years, male, NA, stage:2, alive, 690 days	17676.8
DO23548	78 years, female, NA, stage:1, alive, 840 days	17594.8
DO48759	73 years, male, NA, stage:3, alive, 720 days	17491.5
DO48693	71 years, male, NA, stage:2, alive, 900 days	17062.1
DO23538	67 years, male, NA, stage:2, alive, 450 days	17005.9
DO50807	67 years, male, NA, stage:1, alive, 540 days	16851.7
DO48727	81 years, female, NA, stage:2, dead, 390 days	16727.2
DO50813	56 years, male, NA, stage:2, alive, 420 days	16573.9
DO23511	83 years, female, NA, stage:3, dead, 180 days	16477.5
DO227643	79 years, male, NA, stage:2, alive, 1260 days	16473.9
DO23544	67 years, male, NA, stage:2, alive, 960 days	16390.1
DO48760	70 years, female, NA, stage:2, alive, 690 days	16186.9
DO48721	58 years, female, NA, stage:1, alive, 900 days	16176.1
DO45133	64 years, male, NA, stage:3, dead, 660 days	16065.6
DO50783	62 years, male, NA, stage:3, alive, 480 days	15960.1
DO45177	81 years, female, NA, stage:3, alive, 1260 days	15801.5
DO45201	49 years, male, NA, stage:1, alive, 900 days	15706.6
DO45109	63 years, male, NA, stage:2, alive, 1590 days	15658.2
DO45159	65 years, male, NA, stage:3, alive, 1470 days	15577.0
DO48746	76 years, male, NA, stage:3, alive, 570 days	15558.1
DO23539	77 years, male, NA, stage:1, alive, 1110 days	15491.5
DO45107	63 years, female, NA, stage:2, alive, 1710 days	15381.3
DO23550	69 years, male, NA, stage:1, alive, 990 days	15200.8
DO45115	81 years, male, NA, stage:2, alive, 840 days	15185.4
DO23546	63 years, male, NA, stage:2, alive, 1050 days	15018.4
DO23533	61 years, male, NA, stage:2, alive, 900 days	14899.8
DO50825	70 years, male, NA, stage:2, alive, 390 days	14752.4
DO45123	78 years, female, NA, stage:2, dead, 570 days	14694.0
DO50802	49 years, male, NA, stage:2, alive, 930 days	14601.1
DO48682	72 years, female, NA, stage:3, dead, 120 days	14316.2
DO45195	62 years, male, NA, stage:1, alive, 390 days	14230.9
DO50789	73 years, female, NA, stage:2, alive, 570 days	14039.6
DO45094	76 years, male, NA, stage:3, alive, 1650 days	13862.9
DO45093	71 years, male, NA, stage:2, dead, 720 days	13593.0
DO45143	69 years, male, NA, stage:3, alive, 1290 days	13553.9
DO23535	67 years, male, NA, stage:1, alive, 960 days	13360.5
DO45181	84 years, female, NA, stage:2, alive, 1200 days	13125.8
DO45215	65 years, male, NA, stage:2, alive, 1170 days	13020.1
DO23531	78 years, female, NA, stage:3, alive, 900 days	12767.2
DO50859	77 years, male, NA, stage:2, alive, 180 days	12670.7
DO50839	47 years, female, NA, stage:3, alive, 330 days	12622.9
DO50798	77 years, male, NA, stage:3, dead, 30 days	12576.1
DO45129	61 years, male, NA, stage:3, alive, 1470 days	12569.7
DO48743	69 years, female, NA, stage:2, alive, 570 days	12457.2
DO45227	57 years, female, NA, stage:2, alive, 1020 days	12190.1
DO45197	51 years, male, NA, stage:2, alive, 1170 days	12105.2
DO23541	65 years, male, NA, stage:2, alive, 930 days	12016.6
DO48706	72 years, male, NA, stage:2, alive, 870 days	11941.8
DO23534	60 years, male, NA, stage:2, alive, 840 days	11875.4
DO23517	62 years, male, NA, stage:2, alive, 1200 days	11752.6
DO45229	74 years, male, NA, stage:1, alive, 990 days	11733.8
DO45095	66 years, male, NA, stage:2, alive, 1620 days	11712.5
DO23551	73 years, male, NA, stage:3, dead, 150 days	11411.7
DO45096	69 years, male, NA, stage:2, dead, 1290 days	11390.5
DO45125	58 years, male, NA, stage:3, alive, 1680 days	11318.0
DO50808	68 years, male, NA, stage:2, alive, 570 days	11116.4
DO23543	63 years, male, NA, stage:2, alive, 1020 days	11104.7
DO45111	74 years, male, NA, stage:2, alive, 1590 days	11042.5
DO45141	73 years, male, NA, stage:2, alive, 1320 days	10882.4
DO48742	76 years, male, NA, stage:2, alive, 600 days	10872.5
DO45261	74 years, male, NA, stage:3, alive, 990 days	10820.1
DO23527	72 years, male, NA, stage:1, alive, 1050 days	10816.5
DO50787	63 years, male, NA, stage:3, alive, 480 days	10662.5
DO45175	74 years, male, NA, stage:2, alive, 1140 days	10565.4
DO45097	69 years, male, NA, stage:3, alive, 1620 days	10494.7
DO50793	76 years, male, NA, stage:4, alive, 540 days	10458.5
DO48723	73 years, male, NA, stage:1, alive, 600 days	10427.7
DO45281	83 years, male, NA, stage:4, alive, 750 days	10383.0
DO45105	61 years, male, NA, stage:1, alive, 1680 days	10331.2
DO45121	61 years, male, NA, stage:3, alive, 1530 days	10314.3
DO50800	74 years, male, NA, stage:2, alive, 510 days	10188.9
DO50809	56 years, male, NA, stage:3, dead, 720 days	10118.7
DO45173	63 years, male, NA, stage:3, alive, 1170 days	10075.7
DO50774	68 years, female, NA, stage:2, alive, 720 days	9945.4
DO23525	71 years, male, NA, stage:4, alive, 1050 days	9769.4
DO48672	81 years, male, NA, stage:2, alive, 450 days	9630.8
DO50816	63 years, male, NA, stage:2, alive, 390 days	9627.9
DO23536	56 years, male, NA, stage:2, alive, 930 days	9505.4
DO50857	72 years, male, NA, stage:2, alive, 210 days	9490.8
DO23510	80 years, female, NA, stage:2, alive, 870 days	9470.0
DO227801	77 years, female, NA, stage:1, alive, 660 days	9452.5
DO23518	67 years, male, NA, stage:2, alive, 1320 days	9413.3
DO48741	64 years, male, NA, stage:3, alive, 240 days	9383.5
DO50776	75 years, male, NA, stage:1, alive, 690 days	9372.2
DO45103	47 years, male, NA, stage:3, alive, 450 days	9340.0
DO45241	49 years, male, NA, stage:1, alive, 1080 days	9307.8
DO45203	71 years, female, NA, stage:2, alive, 1170 days	9281.4
DO50805	72 years, male, NA, stage:2, alive, 690 days	9253.9
DO50832	73 years, male, NA, stage:3, alive, 90 days	9214.8
DO23537	79 years, male, NA, stage:2, dead, 900 days	9130.1
DO45163	76 years, male, NA, stage:2, alive, 960 days	9126.1
DO48701	78 years, male, NA, stage:2, alive, 780 days	9110.3
DO48704	68 years, female, NA, stage:3, alive, 750 days	9005.1
DO45119	74 years, male, NA, stage:3, dead, 510 days	8873.3
DO45221	75 years, female, NA, stage:4, dead, 390 days	8840.8
DO23545	67 years, male, NA, stage:2, dead, 570 days	8763.4
DO23516	69 years, male, NA, stage:3, dead, 20 days	8675.6
DO48761	55 years, male, NA, stage:2, alive, 870 days	8650.0
DO50840	49 years, male, NA, stage:2, alive, 330 days	8530.3
DO45253	50 years, male, NA, stage:2, alive, 870 days	8345.8
DO48700	78 years, female, NA, stage:2, alive, 810 days	8148.8
DO50806	70 years, male, NA, stage:4, alive, 540 days	8116.8
DO50803	62 years, female, NA, stage:1, alive, 540 days	8029.9
DO45117	73 years, female, NA, stage:2, dead, 1110 days	7991.8
DO45169	74 years, male, NA, stage:3, alive, 1350 days	7971.2
DO48679	72 years, male, NA, stage:2, alive, 1200 days	7895.7
DO45149	70 years, female, NA, stage:2, alive, 1260 days	7876.0
DO48716	71 years, male, NA, stage:2, alive, 720 days	7749.2
DO45235	68 years, female, NA, stage:1, alive, 900 days	7734.9
DO48725	66 years, male, NA, stage:1, alive, 780 days	7715.8
DO45199	86 years, female, NA, stage:2, alive, 1350 days	7608.7
DO50850	74 years, male, NA, stage:3, alive, 720 days	7525.9
DO45223	67 years, male, NA, stage:4, alive, 1020 days	7393.4
DO45191	61 years, female, NA, stage:2, alive, 1200 days	7276.1
DO45153	77 years, female, NA, stage:2, alive, 1380 days	7196.5
DO48733	72 years, male, NA, stage:2, alive, 600 days	7195.5
DO45217	69 years, female, NA, stage:3, dead, 270 days	7126.5
DO23528	45 years, female, NA, stage:2, alive, 1020 days	7078.1
DO48715	58 years, female, NA, stage:2, dead, 690 days	7039.2
DO45179	78 years, female, NA, stage:2, alive, 600 days	7037.0
DO48712	50 years, male, NA, stage:2, alive, 810 days	6965.7
DO23542	66 years, male, NA, stage:3, alive, 960 days	6670.8
DO48757	68 years, female, NA, stage:3, alive, 480 days	6621.6
DO50814	83 years, male, NA, stage:3, alive, 420 days	6397.2
DO23529	72 years, male, NA, stage:4, alive, 930 days	6378.8
DO50819	72 years, female, NA, stage:2, alive, 510 days	6300.9
DO45161	74 years, male, NA, stage:2, dead, 540 days	6236.6
DO45247	31 years, female, NA, stage:2, alive, 210 days	6220.4
DO45237	58 years, male, NA, stage:2, alive, 900 days	6084.9
DO50844	75 years, male, NA, stage:4, alive, 300 days	5948.1
DO45213	58 years, male, NA, stage:1, alive, 1200 days	5924.0
DO48736	76 years, female, NA, stage:1, alive, 600 days	5886.4
DO23552	80 years, female, NA, stage:1, alive, 810 days	5859.9
DO45243	74 years, female, NA, stage:3, alive, 930 days	5654.5
DO45157	62 years, male, NA, stage:2, alive, 1980 days	5498.9
DO45113	58 years, male, NA, stage:3, alive, 1560 days	5461.2
DO45257	46 years, male, NA, stage:3, alive, 810 days	5443.4
DO45265	73 years, male, NA, stage:3, alive, 1020 days	5367.5
DO48737	52 years, male, NA, stage:1, alive, 720 days	5335.8
DO23514	64 years, male, NA, stage:2, alive, 1290 days	5308.1
DO23532	71 years, female, NA, stage:1, alive, 960 days	5301.1
DO45092	62 years, male, NA, stage:4, dead, 1200 days	5246.0
DO45269	59 years, male, NA, stage:3, alive, 750 days	5175.5
DO23509	60 years, male, NA, stage:3, dead, 780 days	5173.8
DO45225	69 years, male, NA, stage:1, alive, 1050 days	5167.9
DO23540	73 years, male, NA, stage:1, alive, 750 days	5006.7
DO45135	77 years, male, NA, stage:1, alive, 1410 days	5006.1
DO45231	84 years, male, NA, stage:2, alive, 930 days	4809.1
DO45187	32 years, female, NA, stage:1, alive, 1260 days	4785.0
DO50822	66 years, male, NA, stage:2, alive, 510 days	4783.7
DO45165	75 years, male, NA, stage:2, alive, 690 days	4727.6
DO50799	66 years, female, NA, stage:2, alive, 540 days	4693.7
DO48730	73 years, female, NA, stage:2, alive, 630 days	4669.7
DO50845	72 years, male, NA, stage:3, alive, 210 days	4507.7
DO48697	64 years, female, NA, stage:2, dead, 810 days	4502.8
DO50820	77 years, female, NA, stage:3, alive, 510 days	4491.9
DO23513	76 years, male, NA, stage:3, alive, 1200 days	4422.0
DO23508	79 years, female, NA, stage:2, alive, 390 days	4369.1
DO48728	74 years, female, NA, stage:2, alive, 150 days	4323.5
DO50791	79 years, female, NA, stage:1, dead, 480 days	4266.7
DO48732	73 years, male, NA, stage:3, alive, 630 days	4248.4
DO45219	78 years, male, NA, stage:2, alive, 1080 days	4160.8
DO48720	62 years, female, NA, stage:2, alive, 570 days	4117.8
DO23549	74 years, male, NA, stage:3, alive, 990 days	4108.9
DO45273	62 years, male, NA, stage:2, alive, 480 days	4096.9
DO45171	56 years, male, NA, stage:3, alive, 600 days	3953.5
DO45207	68 years, male, NA, stage:1, alive, 1050 days	3874.5
DO45233	83 years, male, NA, stage:3, alive, 900 days	3866.3
DO50785	37 years, male, NA, stage:4, dead, 90 days	3835.3
DO50855	47 years, male, NA, stage:2, alive, 570 days	3733.1
DO45193	68 years, female, NA, stage:4, dead, 120 days	3725.3
DO45183	72 years, female, NA, stage:2, dead, 570 days	3592.7
DO45239	42 years, male, NA, stage:2, alive, 870 days	3586.6
DO23526	66 years, male, NA, stage:3, alive, 1050 days	3025.8
DO48751	68 years, male, NA, stage:2, dead, 480 days	3017.9
DO45137	38 years, male, NA, stage:1, alive, 1320 days	2903.9
DO48681	57 years, male, NA, stage:2, alive, 900 days	2884.3
DO50815	62 years, male, NA, stage:3, alive, 150 days	2817.7
DO45263	67 years, male, NA, stage:3, dead, 270 days	2773.6
DO50778	60 years, male, NA, stage:4, alive, 630 days	2677.2
DO23524	71 years, female, NA, stage:2, alive, 1050 days	2649.3
DO23521	63 years, male, NA, stage:3, alive, 1110 days	2428.8
DO23515	71 years, male, NA, stage:2, alive, 1230 days	2257.1
DO45185	89 years, male, NA, stage:2, alive, 600 days	2237.9
DO23530	53 years, male, NA, stage:4, dead, 180 days	2216.5
DO45259	65 years, male, NA, stage:3, alive, 330 days	1960.4
DO45139	63 years, male, NA, stage:3, alive, 1320 days	1837.5
DO45267	73 years, male, NA, stage:3, dead, 570 days	1821.5
DO45131	53 years, male, NA, stage:4, dead, 360 days	1749.5
DO45251	57 years, female, NA, stage:2, alive, 900 days	1686.6
DO48717	54 years, male, NA, stage:4, dead, 180 days	1506.7
DO45249	57 years, male, NA, stage:1, alive, 630 days	1256.6
DO23547	74 years, male, NA, stage:1, alive, 1020 days	1021.5
DO45155	69 years, male, NA, stage:2, alive, 2160 days	1003.7
DO45145	78 years, male, NA, stage:3, dead, 60 days	975.8
DO50829	78 years, male, NA, stage:3, alive, 570 days	890.6
DO45205	67 years, female, NA, stage:2, dead, 90 days	796.3
DO45189	85 years, female, NA, stage:2, alive, 1200 days	480.1
DO48747	62 years, male, NA, stage:3, alive, 540 days	445.3
DO45127	73 years, male, NA, stage:3, dead, 420 days	383.5
DO45275	65 years, male, NA, stage:3, dead, 10 days	356.5
DO45287	74 years, male, NA, stage:1, alive, 390 days	273.9
DO45301	56 years, male, NA, stage:2, dead, 1440 days	261.4
DO23519	65 years, male, NA, stage:3, alive, 630 days	176.3
DO45305	66 years, male, NA, stage:4, alive, 300 days	155.1
DO45279	67 years, male, NA, stage:3, alive, 1290 days	111.2
DO45283	60 years, male, NA, stage:3, alive, 510 days	90.2
DO45289	78 years, female, NA, stage:3, alive, 360 days	81.5
DO23523	52 years, male, NA, stage:3, alive, 1080 days	42.9
DO45245	75 years, female, NA, stage:2, dead, 240 days	23.3
DO45277	64 years, male, NA, stage:3, alive, 600 days	21.4
DO45307	54 years, female, NA, stage:4, dead, 240 days	10.1
DO45297	61 years, female, NA, stage:4, dead, 1260 days	7.0
DO45303	62 years, female, NA, stage:3, alive, 990 days	6.4
DO45299	70 years, female, NA, stage:1, alive, 1440 days	6.1
DO45211	76 years, male, NA, stage:3, alive, 240 days	5.3
DO45285	59 years, male, NA, stage:3, alive, 480 days	4.5
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
227	Tumor	1.7
741	Tumor	1.4
1027	Tumor	1.1
257	Tumor	1.1
445	Tumor	1.0
387	Tumor	1.0
755	Tumor	0.8
697	Tumor	0.8
477	Tumor	0.8
357	Tumor	0.7
911	Tumor	0.7
137	Tumor	0.7
481	Tumor	0.6
883	Tumor	0.6
261	Tumor	0.6
813	Tumor	0.6
112	Tumor	0.6
745	Tumor	0.6
125	Tumor	0.5
915	Tumor	0.5
567	Tumor	0.4
435	Tumor	0.4
483	Tumor	0.4
867	Tumor	0.4
1041	Tumor	0.4
395	Tumor	0.4
963	Tumor	0.4
327	Tumor	0.4
1015	Tumor	0.4
953	Tumor	0.4
955	Tumor	0.4
695	Tumor	0.3
127	Tumor	0.3
271	Tumor	0.3
1025	Tumor	0.3
851	Tumor	0.3
231	Tumor	0.3
925	Tumor	0.3
635	Tumor	0.3
465	Tumor	0.3
878	Normal	0.3
411	Tumor	0.3
353	Tumor	0.3
1028	Normal	0.3
1021	Tumor	0.3
746	Normal	0.3
785	Tumor	0.3
363	Tumor	0.2
114	Normal	0.2
393	Tumor	0.2
685	Tumor	0.2
615	Tumor	0.2
1043	Tumor	0.2
361	Tumor	0.2
983	Tumor	0.2
185	Tumor	0.2
218	Normal	0.2
923	Tumor	0.2
128	Normal	0.1
713	Tumor	0.1
412	Normal	0.1
951	Tumor	0.1
431	Tumor	0.1
484	Normal	0.1
422	Normal	0.1
952	Normal	0.1
981	Tumor	0.1
214	Normal	0.1
123	Tumor	0.0
546	Normal	0.0
111	Normal	0.0
474	Normal	0.0
172	Normal	0.0
124	Normal	0.0
132	Normal	0.0
1026	Normal	0.0
113	Tumor	0.0
471	Tumor	0.0
217	Tumor	0.0
517	Tumor	0.0
433	Tumor	0.0
341	Tumor	0.0
937	Tumor	0.0
212	Normal	0.0
557	Tumor	0.0
966	Normal	0.0
816	Normal	0.0
967	Tumor	0.0
383	Tumor	0.0
355	Tumor	0.0
728	Normal	0.0
368	Normal	0.0
914	Normal	-0.1
365	Tumor	-0.1
1022	Normal	-0.1
342	Normal	-0.1
423	Tumor	-0.1
138	Normal	-0.1
553	Tumor	-0.1
742	Normal	-0.1
554	Normal	-0.1
924	Normal	-0.1
126	Normal	-0.1
415	Tumor	-0.1
452	Normal	-0.1
142	Normal	-0.1
358	Normal	-0.1
727	Tumor	-0.1
738	Normal	-0.1
956	Normal	-0.1
874	Normal	-0.1
518	Normal	-0.1
262	Normal	-0.1
443	Tumor	-0.1
571	Tumor	-0.1
721	Tumor	-0.2
426	Normal	-0.2
416	Normal	-0.2
425	Tumor	-0.2
135	Tumor	-0.2
312	Normal	-0.2
356	Normal	-0.2
136	Normal	-0.2
1044	Normal	-0.2
873	Tumor	-0.2
482	Normal	-0.2
921	Tumor	-0.2
388	Normal	-0.2
375	Tumor	-0.2
392	Normal	-0.2
492	Normal	-0.2
868	Normal	-0.2
778	Normal	-0.2
232	Normal	-0.2
267	Tumor	-0.2
394	Normal	-0.2
722	Normal	-0.2
965	Tumor	-0.2
278	Normal	-0.2
424	Normal	-0.2
968	Normal	-0.2
918	Normal	-0.2
386	Normal	-0.3
984	Normal	-0.3
976	Normal	-0.3
533	Tumor	-0.3
938	Normal	-0.3
982	Normal	-0.3
516	Normal	-0.3
866	Normal	-0.3
698	Normal	-0.3
228	Normal	-0.3
328	Normal	-0.3
648	Normal	-0.3
332	Normal	-0.3
558	Normal	-0.3
916	Normal	-0.3
922	Normal	-0.3
814	Normal	-0.3
196	Normal	-0.3
514	Normal	-0.3
186	Normal	-0.3
472	Normal	-0.3
462	Normal	-0.3
466	Normal	-0.3
1013	Tumor	-0.3
494	Normal	-0.3
528	Normal	-0.3
162	Normal	-0.3
534	Normal	-0.3
954	Normal	-0.3
1014	Normal	-0.3
944	Normal	-0.3
258	Normal	-0.3
488	Normal	-0.3
926	Normal	-0.3
877	Tumor	-0.3
1031	Tumor	-0.3
636	Normal	-0.3
391	Tumor	-0.3
473	Tumor	-0.3
744	Normal	-0.4
171	Tumor	-0.4
364	Normal	-0.4
298	Normal	-0.4
756	Normal	-0.4
421	Tumor	-0.4
913	Tumor	-0.4
515	Tumor	-0.4
478	Normal	-0.4
861	Tumor	-0.4
714	Normal	-0.4
852	Normal	-0.4
436	Normal	-0.4
396	Normal	-0.4
526	Normal	-0.4
366	Normal	-0.4
1016	Normal	-0.4
572	Normal	-0.4
277	Tumor	-0.4
272	Normal	-0.4
715	Tumor	-0.4
1032	Normal	-0.4
786	Normal	-0.4
537	Tumor	-0.4
446	Normal	-0.4
362	Normal	-0.4
148	Normal	-0.4
344	Normal	-0.4
222	Normal	-0.4
863	Tumor	-0.4
865	Tumor	-0.5
414	Normal	-0.5
716	Normal	-0.5
964	Normal	-0.5
456	Normal	-0.5
223	Tumor	-0.5
523	Tumor	-0.5
343	Tumor	-0.5
568	Normal	-0.5
664	Normal	-0.5
686	Normal	-0.5
618	Normal	-0.5
527	Tumor	-0.5
823	Tumor	-0.5
297	Tumor	-0.5
536	Normal	-0.5
958	Normal	-0.5
468	Normal	-0.5
538	Normal	-0.5
434	Normal	-0.5
284	Normal	-0.5
141	Tumor	-0.5
161	Tumor	-0.5
464	Normal	-0.5
147	Tumor	-0.5
188	Normal	-0.5
354	Normal	-0.5
975	Tumor	-0.5
864	Normal	-0.5
957	Tumor	-0.5
195	Tumor	-0.5
145	Tumor	-0.6
224	Normal	-0.6
977	Tumor	-0.6
131	Tumor	-0.6
376	Normal	-0.6
647	Tumor	-0.6
428	Normal	-0.6
285	Tumor	-0.6
286	Normal	-0.6
268	Normal	-0.6
564	Normal	-0.6
696	Normal	-0.6
662	Normal	-0.6
642	Normal	-0.6
824	Normal	-0.6
444	Normal	-0.6
524	Normal	-0.6
978	Normal	-0.6
213	Tumor	-0.6
617	Tumor	-0.6
777	Tumor	-0.6
448	Normal	-0.6
723	Tumor	-0.6
187	Tumor	-0.6
455	Tumor	-0.6
427	Tumor	-0.6
367	Tumor	-0.6
352	Normal	-0.7
628	Normal	-0.7
146	Normal	-0.7
314	Normal	-0.7
881	Tumor	-0.7
487	Tumor	-0.7
1042	Normal	-0.7
884	Normal	-0.7
574	Normal	-0.7
192	Normal	-0.7
616	Normal	-0.7
912	Normal	-0.7
461	Tumor	-0.7
882	Normal	-0.7
498	Normal	-0.7
862	Normal	-0.8
432	Normal	-0.8
661	Tumor	-0.8
463	Tumor	-0.8
497	Tumor	-0.8
817	Tumor	-0.8
331	Tumor	-0.8
641	Tumor	-0.8
451	Tumor	-0.8
384	Normal	-0.8
743	Tumor	-0.8
351	Tumor	-0.8
666	Normal	-0.9
818	Normal	-0.9
858	Normal	-0.9
563	Tumor	-0.9
191	Tumor	-0.9
221	Tumor	-0.9
491	Tumor	-0.9
672	Normal	-0.9
815	Tumor	-0.9
493	Tumor	-1.0
1046	Normal	-1.0
627	Tumor	-1.0
857	Tumor	-1.0
724	Normal	-1.0
943	Tumor	-1.1
665	Tumor	-1.1
573	Tumor	-1.1
737	Tumor	-1.2
513	Tumor	-1.2
467	Tumor	-1.2
1045	Tumor	-1.2
663	Tumor	-1.2
545	Tumor	-1.2
447	Tumor	-1.3
413	Tumor	-1.3
917	Tumor	-1.4
525	Tumor	-1.4
313	Tumor	-1.5
671	Tumor	-1.5
535	Tumor	-1.5
385	Tumor	-1.7
311	Tumor	-1.8
283	Tumor	-2.1
211	Tumor	-2.4
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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 HPA001641	Antibody CAB004555
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