Expression of SPAST 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.2

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

3.4

Number of samples

362

Samples

Sample	Description	TPM
TCGA-ZP-A9D2-01A	51 years, male, white, stage:'--, dead, 765 days	11.7
TCGA-DD-A4NA-01A	67 years, female, white, stage:Stage IIIC, alive, 1008 days	9.9
TCGA-CC-5264-01A	71 years, male, asian, stage:Stage IIIA, dead, 102 days	9.7
TCGA-CC-A8HS-01A	18 years, male, asian, stage:Stage IIIC, dead, 300 days	9.2
TCGA-CC-5263-01A	35 years, male, asian, stage:Stage IIIA, dead, 129 days	8.8
TCGA-DD-A1EL-01A	23 years, male, black or african american, stage:Stage II, dead, 415 days	8.7
TCGA-ED-A5KG-01A	60 years, female, asian, stage:Stage II, alive, 854 days	8.3
TCGA-DD-AADL-01A	58 years, male, asian, stage:Stage I, alive, 636 days	8.0
TCGA-ED-A97K-01A	54 years, male, asian, stage:Stage IIIA, alive, 6 days	7.9
TCGA-CC-5261-01A	44 years, male, asian, stage:Stage II, dead, 97 days	7.8
TCGA-CC-A7IJ-01A	56 years, male, asian, stage:Stage II, alive, 382 days	7.6
TCGA-DD-A4NH-01A	65 years, female, white, stage:Stage IIIB, alive, 917 days	7.4
TCGA-CC-A7IK-01A	59 years, male, asian, stage:Stage IIIA, dead, 262 days	7.4
TCGA-DD-A73B-01A	72 years, female, white, stage:Stage I, dead, 283 days	7.3
TCGA-DD-A1EH-01A	23 years, male, white, stage:Stage III, alive, 1495 days	7.2
TCGA-DD-A73E-01A	66 years, male, white, stage:Stage I, alive, 44 days	7.2
TCGA-CC-A1HT-01A	50 years, male, asian, stage:Stage IIIA, dead, 101 days	7.0
TCGA-CC-5258-01A	48 years, male, asian, stage:Stage II, dead, 129 days	6.8
TCGA-G3-AAV4-01A	83 years, female, white, stage:Stage I, dead, 27 days	6.8
TCGA-DD-A11B-01A	73 years, male, white, stage:Stage I, dead, 14 days	6.7
TCGA-DD-A114-01A	42 years, male, black or african american, stage:Stage II, dead, 1149 days	6.6
TCGA-BC-A112-01A	80 years, male, white, stage:'--, dead, 153 days	6.5
TCGA-DD-A1EJ-01A	71 years, female, white, stage:Stage IIIC, dead, 1005 days	6.4
TCGA-BC-A10W-01A	50 years, male, asian, stage:'--, dead, 91 days	6.1
TCGA-CC-A3M9-01A	45 years, male, asian, stage:Stage IIIA, dead, 300 days	6.1
TCGA-CC-5260-01A	61 years, female, asian, stage:Stage IIIC, dead, 87 days	6.0
TCGA-DD-A1EF-01A	57 years, female, white, stage:Stage I, dead, 394 days	6.0
TCGA-WJ-A86L-01A	68 years, female, white, stage:Stage I, alive, 345 days	5.9
TCGA-G3-A7M6-01A	60 years, female, white, stage:Stage I, alive, 632 days	5.8
TCGA-DD-AAVW-01A	35 years, male, asian, stage:Stage I, alive, 2317 days	5.8
TCGA-UB-A7MA-01A	62 years, female, white, stage:Stage II, alive, 848 days	5.8
TCGA-LG-A9QC-01A	48 years, male, white, stage:Stage I, alive, 425 days	5.8
TCGA-WX-AA44-01A	64 years, female, white, stage:Stage I, alive, 615 days	5.7
TCGA-DD-AADW-01A	48 years, male, asian, stage:Stage I, alive, 587 days	5.6
TCGA-DD-AADB-01A	51 years, male, asian, stage:Stage I, alive, 1242 days	5.6
TCGA-BC-A8YO-01A	66 years, female, white, stage:Stage IIIC, alive, 562 days	5.6
TCGA-DD-A39W-01A	29 years, female, white, stage:Stage III, dead, 827 days	5.5
TCGA-DD-AACW-01A	43 years, male, asian, stage:Stage I, alive, 1424 days	5.5
TCGA-DD-AAVS-01A	56 years, male, asian, stage:Stage I, alive, 1823 days	5.5
TCGA-DD-AADY-01A	55 years, female, asian, stage:Stage I, alive, 555 days	5.5
TCGA-DD-A1EA-01A	68 years, male, asian, stage:Stage II, alive, 2415 days	5.5
TCGA-DD-AA3A-01A	81 years, female, white, stage:Stage I, dead, 410 days	5.4
TCGA-DD-A1EI-01A	46 years, male, asian, stage:Stage I, alive, 183 days	5.4
TCGA-DD-AACN-01A	32 years, male, asian, stage:Stage I, alive, 1302 days	5.3
TCGA-G3-A7M9-01A	70 years, male, white, stage:Stage IIIB, dead, 56 days	5.3
TCGA-DD-AADR-01A	58 years, male, asian, stage:Stage I, alive, 2028 days	5.3
TCGA-2Y-A9GS-01A	58 years, male, white, stage:'--, dead, 724 days	5.3
TCGA-CC-A3MA-01A	61 years, male, asian, stage:Stage IIIA, dead, 303 days	5.3
TCGA-DD-A4ND-01A	56 years, female, white, stage:Stage I, alive, 2746 days	5.2
TCGA-2Y-A9H5-01A	59 years, female, white, stage:Stage I, dead, 555 days	5.2
TCGA-2Y-A9GU-01A	55 years, female, white, stage:Stage I, alive, 1939 days	5.2
TCGA-DD-AACS-01A	39 years, male, asian, stage:Stage I, alive, 1804 days	5.2
TCGA-ED-A7PY-01A	20 years, female, asian, stage:Stage II, alive, 390 days	5.2
TCGA-BC-A10U-01A	69 years, male, white, stage:'--, dead, 837 days	5.1
TCGA-G3-AAV7-01A	38 years, male, asian, stage:Stage II, alive, 361 days	5.1
TCGA-DD-AADD-01A	51 years, male, asian, stage:Stage I, alive, 1231 days	5.1
TCGA-DD-AADC-01A	53 years, male, asian, stage:Stage I, dead, 425 days	5.1
TCGA-5R-AA1C-01A	57 years, male, white, stage:Stage II, alive, 520 days	5.0
TCGA-G3-AAV1-01A	51 years, male, asian, stage:Stage IIIC, dead, 359 days	5.0
TCGA-CC-A8HT-01A	74 years, male, asian, stage:Stage IIIA, dead, 140 days	5.0
TCGA-MI-A75I-01A	61 years, male, black or african american, stage:'--, alive, 630 days	5.0
TCGA-2Y-A9GX-01A	68 years, male, white, stage:Stage I, alive, 2442 days	5.0
TCGA-BC-A3KG-01A	68 years, female, white, stage:Stage II, alive, 680 days	4.9
TCGA-LG-A6GG-01A	79 years, female, white, stage:Stage II, alive, 387 days	4.9
TCGA-DD-A73D-01A	68 years, female, white, stage:Stage II, alive, 693 days	4.8
TCGA-DD-AACZ-01A	63 years, female, asian, stage:Stage I, dead, 171 days	4.8
TCGA-2Y-A9H2-01A	64 years, female, white, stage:Stage I, alive, 1731 days	4.7
TCGA-DD-A1EE-01A	73 years, male, white, stage:Stage IIIA, dead, 349 days	4.7
TCGA-ED-A7PX-01A	48 years, female, asian, stage:Stage II, alive, 6 days	4.7
TCGA-2Y-A9GY-01A	64 years, female, white, stage:Stage II, dead, 757 days	4.6
TCGA-DD-A113-01A	55 years, female, white, stage:Stage II, alive, 2425 days	4.6
TCGA-DD-AACH-01A	69 years, male, asian, stage:Stage II, dead, 195 days	4.6
TCGA-DD-A4NB-01A	25 years, male, white, stage:Stage I, alive, 989 days	4.6
TCGA-XR-A8TE-01A	16 years, male, white, stage:Stage IIIA, alive, 925 days	4.6
TCGA-DD-AADV-01A	50 years, male, asian, stage:Stage I, alive, 574 days	4.6
TCGA-FV-A3R3-01A	38 years, female, white, stage:Stage I, dead, 366 days	4.5
TCGA-DD-AAVZ-01A	38 years, male, asian, stage:Stage I, alive, 1900 days	4.5
TCGA-DD-AADP-01A	45 years, male, asian, stage:Stage I, alive, 458 days	4.5
TCGA-GJ-A3OU-01A	59 years, male, white, stage:Stage I, alive, 879 days	4.5
TCGA-K7-AAU7-01A	61 years, male, white, stage:Stage II, alive, 359 days	4.5
TCGA-EP-A2KB-01A	46 years, female, white, stage:Stage I, dead, 596 days	4.5
TCGA-BC-A10Z-01A	62 years, female, white, stage:Stage I, dead, 34 days	4.5
TCGA-DD-AAD1-01A	51 years, female, asian, stage:Stage I, alive, 564 days	4.5
TCGA-XR-A8TC-01A	43 years, female, white, stage:Stage I, alive, 1339 days	4.4
TCGA-ED-A8O6-01A	50 years, female, asian, stage:Stage IIIA, dead, 56 days	4.4
TCGA-5C-A9VG-01A	58 years, male, white, stage:Stage II, alive, 328 days	4.4
TCGA-DD-A118-01A	77 years, female, white, stage:Stage II, alive, 3437 days	4.4
TCGA-2Y-A9HA-01A	70 years, male, white, stage:Stage II, dead, 36 days	4.4
TCGA-DD-A1EC-01A	20 years, female, white, stage:Stage I, alive, 602 days	4.4
TCGA-FV-A3R2-01A	75 years, male, white, stage:Stage I, dead, 194 days	4.4
TCGA-UB-A7MC-01A	59 years, male, white, stage:Stage IIIA, alive, 500 days	4.4
TCGA-FV-A23B-01A	70 years, female, white, stage:Stage II, dead, 1852 days	4.3
TCGA-ED-A66Y-01A	51 years, female, asian, stage:Stage IIIA, dead, 296 days	4.3
TCGA-ED-A7XP-01A	53 years, female, asian, stage:Stage II, alive, 400 days	4.3
TCGA-BC-A10T-01A	76 years, male, white, stage:'--, dead, 837 days	4.3
TCGA-DD-A4NO-01A	65 years, male, white, stage:Stage I, alive, 2245 days	4.3
TCGA-CC-A5UE-01A	48 years, male, asian, stage:Stage IIIB, dead, 272 days	4.2
TCGA-BC-A10R-01A	66 years, female, white, stage:'--, dead, 308 days	4.2
TCGA-ZP-A9D1-01A	56 years, female, white, stage:'--, alive, 21 days	4.2
TCGA-G3-A25Y-01A	52 years, female, asian, stage:Stage I, dead, 452 days	4.2
TCGA-ED-A8O5-01A	59 years, female, asian, stage:Stage IIIA, alive, 406 days	4.2
TCGA-FV-A3I1-01A	81 years, female, white, stage:Stage II, dead, 247 days	4.2
TCGA-DD-A4NJ-01A	54 years, female, white, stage:Stage II, alive, 928 days	4.2
TCGA-UB-A7MB-01A	24 years, male, white, stage:Stage II, alive, 601 days	4.2
TCGA-DD-A4NQ-01A	60 years, male, white, stage:Stage II, dead, 373 days	4.2
TCGA-DD-AAW0-01A	54 years, male, asian, stage:Stage I, alive, 2015 days	4.2
TCGA-BC-A10Q-01A	72 years, female, white, stage:'--, dead, 1135 days	4.1
TCGA-DD-AAC8-01A	72 years, male, asian, stage:Stage I, dead, 16 days	4.1
TCGA-2Y-A9GV-01A	54 years, female, white, stage:Stage I, dead, 2532 days	4.1
TCGA-UB-AA0U-01A	60 years, male, white, stage:Stage II, alive, 327 days	4.1
TCGA-EP-A12J-01A	62 years, male, black or african american, stage:Stage I, alive, 570 days	4.1
TCGA-ZP-A9D0-01A	67 years, female, black or african american, stage:'--, alive, 1091 days	4.0
TCGA-CC-A9FW-01A	68 years, male, asian, stage:Stage IIIA, alive, 248 days	4.0
TCGA-GJ-A6C0-01A	75 years, female, white, stage:Stage II, dead, 31 days	4.0
TCGA-CC-A8HV-01A	51 years, female, asian, stage:Stage II, dead, 279 days	4.0
TCGA-RC-A7SH-01A	42 years, male, asian, stage:Stage II, alive, 468 days	4.0
TCGA-CC-A9FS-01A	55 years, male, asian, stage:Stage II, alive, 211 days	4.0
TCGA-XR-A8TG-01A	58 years, male, white, stage:Stage I, alive, 898 days	4.0
TCGA-K7-A5RG-01A	66 years, male, black or african american, stage:Stage I, alive, 519 days	4.0
TCGA-EP-A2KC-01A	62 years, male, black or african american, stage:Stage I, dead, 19 days	3.9
TCGA-DD-AACU-01A	59 years, male, asian, stage:Stage I, alive, 1567 days	3.9
TCGA-RG-A7D4-01A	69 years, male, black or african american, stage:Stage II, alive, 1098 days	3.9
TCGA-CC-A8HU-01A	39 years, female, asian, stage:Stage IIIA, dead, 344 days	3.8
TCGA-DD-A4NF-01A	72 years, male, white, stage:Stage I, alive, 942 days	3.8
TCGA-QA-A7B7-01A	48 years, male, black or african american, stage:Stage II, alive, 94 days	3.8
TCGA-FV-A4ZQ-01A	52 years, male, white, stage:Stage I, alive, 12 days	3.8
TCGA-FV-A2QR-01A	75 years, male, white, stage:Stage I, dead, 581 days	3.8
TCGA-BC-A5W4-01A	69 years, male, white, stage:Stage IIIA, dead, 547 days	3.7
TCGA-DD-A4NS-01A	61 years, female, white, stage:Stage I, dead, 2456 days	3.7
TCGA-G3-AAV6-01A	53 years, female, white, stage:Stage IIIA, dead, 65 days	3.7
TCGA-DD-AACA-01A	65 years, male, asian, stage:Stage I, alive, 2301 days	3.7
TCGA-DD-A4NG-01A	77 years, male, white, stage:Stage IIIA, dead, 802 days	3.7
TCGA-DD-A73C-01A	65 years, female, white, stage:Stage IIIA, alive, 701 days	3.7
TCGA-CC-A5UD-01A	45 years, male, asian, stage:Stage IIIA, dead, 304 days	3.7
TCGA-ZP-A9CZ-01A	72 years, male, asian, stage:'--, alive, 706 days	3.7
TCGA-DD-AACQ-01A	50 years, male, asian, stage:Stage II, dead, 432 days	3.6
TCGA-ZS-A9CF-01A	64 years, male, white, stage:Stage II, alive, 2412 days	3.6
TCGA-ED-A66X-01A	35 years, male, asian, stage:Stage IIIA, alive, 406 days	3.6
TCGA-DD-A1EB-01A	72 years, female, stage:Stage I, alive, 2017 days	3.6
TCGA-BC-A3KF-01A	66 years, female, white, stage:Stage I, alive, 8 days	3.6
TCGA-DD-AAE1-01A	52 years, male, asian, stage:Stage I, alive, 552 days	3.6
TCGA-G3-A3CK-01A	61 years, male, asian, stage:Stage I, alive, 585 days	3.6
TCGA-UB-A7MD-01A	67 years, male, black or african american, stage:Stage I, dead, 52 days	3.6
TCGA-4R-AA8I-01A	66 years, male, white, stage:Stage II, dead, 262 days	3.6
TCGA-DD-A4NV-01A	61 years, male, white, stage:Stage IIIA, alive, 2398 days	3.6
TCGA-BC-A216-01A	62 years, female, white, stage:Stage IIIA, alive, 1351 days	3.5
TCGA-ED-A82E-01A	60 years, female, asian, stage:Stage IIIA, alive, 408 days	3.5
TCGA-DD-A3A9-01A	64 years, female, white, stage:Stage IVB, dead, 931 days	3.5
TCGA-XR-A8TF-01A	74 years, male, white, stage:Stage I, dead, 693 days	3.5
TCGA-GJ-A9DB-01A	68 years, male, white, stage:Stage I, dead, 67 days	3.5
TCGA-CC-A7IE-01A	57 years, male, asian, stage:Stage IIIA, dead, 217 days	3.5
TCGA-2Y-A9H6-01A	68 years, female, white, stage:Stage I, alive, 357 days	3.4
TCGA-EP-A26S-01A	70 years, male, white, stage:Stage I, alive, 608 days	3.4
TCGA-DD-AAD3-01A	43 years, male, asian, stage:Stage I, alive, 1295 days	3.4
TCGA-DD-A1EG-01A	76 years, male, white, stage:Stage I, dead, 1372 days	3.4
TCGA-ZP-A9D4-01A	64 years, female, white, stage:'--, alive, 395 days	3.4
TCGA-DD-A4NE-01A	75 years, female, white, stage:Stage IIIA, dead, 660 days	3.4
TCGA-CC-A7IH-01A	58 years, male, asian, stage:Stage IIIA, alive, 365 days	3.3
TCGA-DD-AACP-01A	64 years, male, asian, stage:Stage I, alive, 415 days	3.3
TCGA-DD-AAVQ-01A	38 years, male, asian, stage:Stage I, alive, 2728 days	3.3
TCGA-CC-A3MB-01A	36 years, male, asian, stage:Stage IIIA, dead, 315 days	3.3
TCGA-5C-A9VH-01A	70 years, male, white, stage:Stage I, alive, 322 days	3.3
TCGA-2Y-A9GZ-01A	82 years, female, white, stage:Stage II, dead, 848 days	3.3
TCGA-ED-A627-01A	74 years, male, white, stage:Stage I, alive, 423 days	3.3
TCGA-RC-A7SK-01A	59 years, male, asian, stage:Stage I, alive, 472 days	3.3
TCGA-ZP-A9CV-01A	59 years, male, white, stage:'--, dead, 1088 days	3.2
TCGA-BC-A217-01A	75 years, female, white, stage:Stage II, dead, 1397 days	3.2
TCGA-DD-A4NR-01A	85 years, female, white, stage:Stage I, dead, 9 days	3.2
TCGA-DD-AAEE-01A	55 years, male, asian, stage:Stage I, alive, 810 days	3.2
TCGA-DD-AACK-01A	70 years, male, asian, stage:Stage I, alive, 9 days	3.2
TCGA-DD-A115-01A	53 years, male, white, stage:Stage IIIA, dead, 2542 days	3.2
TCGA-ZP-A9CY-01A	66 years, female, white, stage:'--, alive, 782 days	3.2
TCGA-ED-A4XI-01A	58 years, male, asian, stage:Stage II, alive, 819 days	3.2
TCGA-DD-AAED-01A	51 years, male, asian, stage:Stage I, alive, 763 days	3.2
TCGA-RC-A7SB-01A	53 years, male, asian, stage:Stage II, alive, 588 days	3.2
TCGA-G3-A5SJ-01A	59 years, male, white, stage:Stage I, alive, 698 days	3.2
TCGA-DD-A73A-01A	71 years, male, white, stage:Stage I, alive, 728 days	3.2
TCGA-2Y-A9H7-01A	81 years, female, white, stage:Stage I, alive, 1168 days	3.1
TCGA-DD-AAEK-01A	51 years, male, asian, stage:Stage II, alive, 1067 days	3.1
TCGA-2Y-A9H4-01A	68 years, male, black or african american, stage:Stage I, alive, 1452 days	3.1
TCGA-DD-A1EK-01A	64 years, female, white, stage:Stage IVB, dead, 558 days	3.1
TCGA-PD-A5DF-01A	58 years, female, white, stage:Stage IIIB, dead, 639 days	3.1
TCGA-5R-AA1D-01A	17 years, female, white, stage:Stage IIIA, alive, 449 days	3.1
TCGA-BW-A5NO-01A	50 years, male, black or african american, stage:Stage IIIA, alive, 20 days	3.1
TCGA-G3-A3CH-01A	53 years, male, asian, stage:Stage IIIA, alive, 780 days	3.1
TCGA-CC-A7IG-01A	47 years, male, asian, stage:Stage II, dead, 299 days	3.0
TCGA-DD-AACV-01A	53 years, male, asian, stage:Stage I, alive, 1531 days	3.0
TCGA-DD-AAVY-01A	56 years, male, asian, stage:Stage IIIA, alive, 1970 days	3.0
TCGA-DD-A4NN-01A	56 years, female, white, stage:Stage I, dead, 899 days	3.0
TCGA-DD-AAD0-01A	73 years, female, asian, stage:Stage I, alive, 137 days	3.0
TCGA-DD-AAD5-01A	54 years, male, asian, stage:Stage I, alive, 1345 days	3.0
TCGA-DD-AAEA-01A	65 years, male, asian, stage:Stage I, alive, 575 days	3.0
TCGA-DD-AAW3-01A	69 years, male, asian, stage:Stage I, alive, 1633 days	3.0
TCGA-DD-AACX-01A	66 years, male, asian, stage:Stage II, alive, 170 days	3.0
TCGA-G3-AAV2-01A	50 years, male, white, stage:Stage I, alive, 372 days	2.9
TCGA-YA-A8S7-01A	68 years, male, white, stage:Stage IIIA, dead, 412 days	2.9
TCGA-UB-AA0V-01A	69 years, female, white, stage:Stage I, alive, 314 days	2.9
TCGA-CC-5262-01A	67 years, male, asian, stage:Stage IIIC, dead, 103 days	2.9
TCGA-DD-A11D-01A	57 years, female, white, stage:Stage I, dead, 1560 days	2.9
TCGA-DD-AADI-01A	43 years, female, asian, stage:Stage I, alive, 1085 days	2.9
TCGA-DD-AACL-01A	66 years, female, asian, stage:Stage I, dead, 107 days	2.9
TCGA-MI-A75G-01A	63 years, male, white, stage:Stage II, alive, 698 days	2.8
TCGA-BC-A10X-01A	52 years, female, white, stage:Stage IIIA, dead, 770 days	2.8
TCGA-G3-A6UC-01A	65 years, male, white, stage:Stage IIIB, alive, 671 days	2.8
TCGA-DD-A3A4-01A	37 years, male, white, stage:Stage IIIA, dead, 612 days	2.8
TCGA-DD-A4NI-01A	67 years, male, white, stage:Stage II, alive, 816 days	2.8
TCGA-DD-AACB-01A	74 years, female, asian, stage:Stage I, alive, 2324 days	2.7
TCGA-DD-AADG-01A	70 years, male, asian, stage:Stage IIIA, alive, 1145 days	2.7
TCGA-DD-AAE0-01A	45 years, female, asian, stage:Stage IIIA, alive, 555 days	2.7
TCGA-2Y-A9H3-01A	45 years, male, white, stage:Stage II, alive, 1516 days	2.7
TCGA-BD-A3EP-01A	75 years, female, black or african american, stage:Stage I, alive, 409 days	2.7
TCGA-FV-A496-01A	84 years, female, white, stage:Stage I, alive, 10 days	2.7
TCGA-G3-A5SL-01A	70 years, male, white, stage:Stage II, alive, 621 days	2.7
TCGA-DD-AADO-01A	55 years, male, asian, stage:Stage I, alive, 453 days	2.7
TCGA-CC-A123-01A	24 years, female, asian, stage:Stage IIIA, alive, 219 days	2.7
TCGA-2Y-A9GT-01A	51 years, male, white, stage:Stage I, dead, 1624 days	2.7
TCGA-DD-AAE2-01A	51 years, male, asian, stage:Stage I, alive, 638 days	2.6
TCGA-KR-A7K8-01A	57 years, male, stage:Stage I, alive, 906 days	2.6
TCGA-EP-A3RK-01A	73 years, male, white, stage:Stage IIIA, alive, 363 days	2.6
TCGA-UB-A7MF-01A	56 years, male, white, stage:Stage IIIA, dead, 214 days	2.6
TCGA-KR-A7K0-01A	65 years, male, white, stage:Stage I, dead, 65 days	2.6
TCGA-DD-AACG-01A	52 years, male, asian, stage:Stage II, dead, 469 days	2.6
TCGA-G3-A5SI-01A	44 years, male, asian, stage:Stage II, dead, 768 days	2.6
TCGA-HP-A5N0-01A	90 years, female, stage:'--, dead, 752 days	2.6
TCGA-XR-A8TD-01A	49 years, female, white, stage:Stage IIIB, alive, 1030 days	2.6
TCGA-DD-AAD8-01A	73 years, female, asian, stage:Stage I, alive, 1219 days	2.6
TCGA-DD-A73F-01A	77 years, female, white, stage:Stage I, alive, 1085 days	2.5
TCGA-UB-A7ME-01A	51 years, male, asian, stage:Stage I, alive, 486 days	2.5
TCGA-CC-A5UC-01A	63 years, male, asian, stage:Stage IIIA, dead, 347 days	2.5
TCGA-G3-AAV5-01A	67 years, male, white, stage:Stage II, alive, 354 days	2.5
TCGA-DD-AADA-01A	66 years, female, asian, stage:Stage I, alive, 1233 days	2.5
TCGA-CC-A7II-01A	54 years, male, asian, stage:Stage IIIA, alive, 399 days	2.5
TCGA-DD-A116-01A	68 years, male, asian, stage:Stage IIIA, dead, 1622 days	2.5
TCGA-G3-A25S-01A	64 years, male, white, stage:Stage I, dead, 416 days	2.5
TCGA-2Y-A9H0-01A	49 years, male, white, stage:Stage IIIA, alive, 3675 days	2.5
TCGA-HP-A5MZ-01A	78 years, male, stage:Stage I, dead, 91 days	2.5
TCGA-FV-A3I0-01A	76 years, female, white, stage:Stage II, alive, 848 days	2.4
TCGA-CC-A7IL-01A	61 years, male, asian, stage:Stage IIIA, dead, 278 days	2.4
TCGA-G3-A25Z-01A	58 years, male, asian, stage:Stage I, alive, 655 days	2.4
TCGA-FV-A2QQ-01A	80 years, male, white, stage:Stage I, alive, 729 days	2.4
TCGA-G3-A25U-01A	63 years, female, asian, stage:Stage I, alive, 1636 days	2.4
TCGA-MR-A520-01A	58 years, male, white, stage:Stage I, alive, 229 days	2.4
TCGA-DD-AAW1-01A	55 years, male, asian, stage:Stage IIIA, alive, 1989 days	2.4
TCGA-CC-A3MC-01A	54 years, male, asian, stage:Stage IIIA, alive, 363 days	2.4
TCGA-T1-A6J8-01A	68 years, male, white, stage:'--, alive, 23 days	2.4
TCGA-DD-AAVX-01A	38 years, male, asian, stage:Stage II, alive, 1718 days	2.4
TCGA-DD-A11C-01A	69 years, male, white, stage:Stage I, alive, 662 days	2.4
TCGA-G3-A25V-01A	68 years, male, white, stage:Stage I, alive, 860 days	2.4
TCGA-G3-A5SK-01A	58 years, male, white, stage:Stage I, alive, 744 days	2.3
TCGA-G3-AAV3-01A	58 years, female, white, stage:Stage II, alive, 412 days	2.3
TCGA-DD-AAD2-01A	66 years, male, asian, stage:Stage I, alive, 658 days	2.3
TCGA-DD-AAVR-01A	44 years, male, asian, stage:Stage I, alive, 2513 days	2.3
TCGA-ED-A459-01A	47 years, male, asian, stage:Stage II, alive, 910 days	2.3
TCGA-ZS-A9CG-01A	55 years, male, white, stage:Stage II, alive, 341 days	2.3
TCGA-DD-A119-01A	40 years, male, asian, stage:Stage IV, dead, 223 days	2.3
TCGA-BC-A10S-01A	81 years, male, white, stage:'--, dead, 1423 days	2.3
TCGA-DD-A4NP-01A	32 years, male, white, stage:Stage I, alive, 3308 days	2.3
TCGA-DD-AAEH-01A	73 years, male, asian, stage:Stage I, alive, 784 days	2.3
TCGA-G3-A7M8-01A	31 years, male, asian, stage:Stage I, alive, 430 days	2.3
TCGA-ED-A7XO-01A	29 years, male, asian, stage:Stage IIIA, alive, 427 days	2.3
TCGA-DD-AAVV-01A	56 years, male, asian, stage:Stage II, alive, 2455 days	2.3
TCGA-DD-AAVU-01A	46 years, male, asian, stage:Stage II, alive, 2202 days	2.3
TCGA-BC-A10Y-01A	76 years, male, white, stage:'--, dead, 711 days	2.2
TCGA-G3-A25X-01A	73 years, male, asian, stage:Stage II, alive, 1779 days	2.2
TCGA-K7-A5RF-01A	64 years, male, white, stage:Stage I, alive, 631 days	2.2
TCGA-DD-AAEG-01A	59 years, female, asian, stage:Stage I, alive, 719 days	2.2
TCGA-DD-AACF-01A	68 years, male, asian, stage:Stage I, dead, 365 days	2.2
TCGA-2Y-A9H9-01A	70 years, male, white, stage:Stage I, alive, 697 days	2.2
TCGA-DD-A1ED-01A	68 years, male, white, stage:Stage I, alive, 2301 days	2.2
TCGA-3K-AAZ8-01A	65 years, male, black or african american, stage:Stage IIIB, alive, 396 days	2.2
TCGA-DD-AACE-01A	62 years, male, asian, stage:Stage I, alive, 2184 days	2.2
TCGA-DD-A39Y-01A	67 years, male, asian, stage:Stage I, dead, 171 days	2.2
TCGA-2Y-A9GW-01A	64 years, male, white, stage:Stage I, dead, 1271 days	2.2
TCGA-NI-A8LF-01A	74 years, male, white, stage:Stage I, alive, 799 days	2.2
TCGA-BD-A3ER-01A	62 years, male, white, stage:Stage II, alive, 1115 days	2.2
TCGA-5R-AAAM-01A	65 years, female, white, stage:Stage II, dead, 46 days	2.2
TCGA-WQ-A9G7-01A	71 years, female, white, stage:'--, alive, 30 days	2.1
TCGA-G3-A3CG-01A	80 years, male, white, stage:Stage I, alive, 673 days	2.1
TCGA-DD-AACT-01A	69 years, female, asian, stage:Stage I, alive, 1562 days	2.1
TCGA-ZS-A9CD-01A	73 years, male, white, stage:Stage II, dead, 1386 days	2.1
TCGA-BD-A2L6-01A	69 years, male, white, stage:'--, alive, 1363 days	2.1
TCGA-2Y-A9HB-01A	66 years, male, stage:Stage I, alive, 260 days	2.1
TCGA-ED-A7PZ-01A	61 years, male, asian, stage:Stage II, alive, 6 days	2.1
TCGA-NI-A4U2-01A	71 years, male, white, stage:Stage IIIA, dead, 1791 days	2.1
TCGA-DD-AADF-01A	64 years, female, asian, stage:Stage I, dead, 115 days	2.1
TCGA-RC-A6M6-01A	75 years, male, white, stage:Stage II, alive, 9 days	2.1
TCGA-DD-A39V-01A	77 years, male, white, stage:Stage II, dead, 643 days	2.1
TCGA-DD-A3A1-01A	65 years, male, stage:Stage IIIA, dead, 233 days	2.0
TCGA-MI-A75H-01A	77 years, male, white, stage:'--, alive, 747 days	2.0
TCGA-DD-AAVP-01A	48 years, male, asian, stage:Stage I, alive, 2752 days	2.0
TCGA-DD-AAD6-01A	66 years, male, asian, stage:Stage IIIA, alive, 672 days	2.0
TCGA-EP-A2KA-01A	52 years, female, white, stage:Stage IIIA, dead, 627 days	2.0
TCGA-DD-A3A8-01A	75 years, male, white, stage:Stage II, dead, 11 days	1.9
TCGA-CC-A7IF-01A	59 years, male, asian, stage:Stage IIIA, dead, 649 days	1.9
TCGA-DD-AACI-01A	69 years, male, asian, stage:Stage II, alive, 1618 days	1.9
TCGA-DD-A4NK-01A	80 years, female, white, stage:Stage IIIA, dead, 1210 days	1.9
TCGA-DD-AADJ-01A	70 years, female, asian, stage:Stage I, alive, 1066 days	1.9
TCGA-DD-A4NL-01A	46 years, male, white, stage:Stage I, alive, 1711 days	1.9
TCGA-WX-AA46-01A	61 years, male, white, stage:Stage II, alive, 756 days	1.9
TCGA-5C-AAPD-01A	61 years, male, asian, stage:Stage II, alive, 20 days	1.9
TCGA-BC-A69I-01A	69 years, male, white, stage:Stage I, alive, 387 days	1.9
TCGA-DD-AACO-01A	40 years, male, asian, stage:Stage I, alive, 1876 days	1.9
TCGA-G3-A5SM-01A	58 years, male, white, stage:Stage II, alive, 520 days	1.9
TCGA-DD-A3A2-01A	76 years, female, white, stage:Stage I, dead, 2131 days	1.8
TCGA-DD-AACJ-01A	75 years, male, asian, stage:Stage II, alive, 2102 days	1.8
TCGA-G3-A3CI-01A	71 years, male, white, stage:Stage I, alive, 180 days	1.8
TCGA-2Y-A9H8-01A	85 years, female, white, stage:'--, dead, 633 days	1.8
TCGA-MR-A8JO-01A	34 years, male, white, stage:Stage I, alive, 330 days	1.8
TCGA-DD-AACC-01A	61 years, male, asian, stage:Stage I, dead, 1685 days	1.8
TCGA-DD-AAE7-01A	72 years, male, asian, stage:Stage I, alive, 644 days	1.8
TCGA-G3-A25T-01A	45 years, female, white, stage:Stage IIIA, alive, 1553 days	1.8
TCGA-ZS-A9CE-01A	79 years, female, white, stage:Stage II, alive, 1241 days	1.8
TCGA-DD-A39Z-01A	43 years, female, stage:Stage II, dead, 601 days	1.7
TCGA-RC-A7S9-01A	47 years, female, asian, stage:Stage I, alive, 640 days	1.7
TCGA-DD-AAE6-01A	59 years, female, asian, stage:Stage I, alive, 141 days	1.7
TCGA-G3-A7M5-01A	76 years, male, asian, stage:Stage I, alive, 447 days	1.7
TCGA-KR-A7K7-01A	61 years, female, white, stage:Stage II, alive, 951 days	1.7
TCGA-DD-AADU-01A	60 years, male, asian, stage:Stage II, alive, 554 days	1.7
TCGA-DD-AAW2-01A	69 years, male, asian, stage:Stage I, alive, 1855 days	1.7
TCGA-KR-A7K2-01A	64 years, male, white, stage:Stage I, alive, 829 days	1.7
TCGA-DD-AADK-01A	68 years, female, asian, stage:Stage II, alive, 1049 days	1.6
TCGA-G3-AAV0-01A	58 years, male, asian, stage:Stage I, alive, 476 days	1.6
TCGA-DD-AADM-01A	58 years, male, asian, stage:Stage II, dead, 12 days	1.6
TCGA-DD-AACY-01A	61 years, male, asian, stage:Stage I, alive, 1450 days	1.6
TCGA-G3-A7M7-01A	65 years, male, white, stage:Stage I, alive, 361 days	1.6
TCGA-K7-A6G5-01A	66 years, male, white, stage:Stage I, alive, 512 days	1.6
TCGA-BC-A69H-01A	64 years, male, white, stage:Stage II, alive, 444 days	1.6
TCGA-MI-A75E-01A	61 years, male, white, stage:Stage IIIC, alive, 507 days	1.5
TCGA-DD-AAC9-01A	51 years, male, asian, stage:Stage I, alive, 347 days	1.5
TCGA-BC-A110-01A	51 years, female, black or african american, stage:'--, dead, 2116 days	1.5
TCGA-DD-AAE9-01A	69 years, male, asian, stage:Stage I, alive, 722 days	1.5
TCGA-DD-AAEI-01A	72 years, male, asian, stage:Stage I, alive, 1531 days	1.5
TCGA-DD-AAE4-01A	49 years, female, asian, stage:Stage I, alive, 608 days	1.5
TCGA-DD-A3A5-01A	66 years, female, white, stage:Stage III, dead, 3125 days	1.5
TCGA-LG-A9QD-01A	68 years, male, white, stage:Stage IIIA, alive, 366 days	1.5
TCGA-DD-AADQ-01A	59 years, male, asian, stage:Stage II, alive, 436 days	1.4
TCGA-DD-A39X-01A	78 years, female, white, stage:Stage I, dead, 1694 days	1.4
TCGA-G3-A3CJ-01A	52 years, male, american indian or alaska native, stage:Stage II, alive, 594 days	1.4
TCGA-G3-AAUZ-01A	48 years, male, stage:Stage I, alive, 480 days	1.4
TCGA-RC-A6M5-01A	20 years, female, white, stage:Stage IVA, alive, 15 days	1.4
TCGA-EP-A3JL-01A	76 years, male, white, stage:Stage I, alive, 303 days	1.4
TCGA-WQ-AB4B-01A	62 years, male, white, stage:Stage II, alive, 395 days	1.4
TCGA-DD-A3A7-01A	67 years, male, stage:Stage IIIB, dead, 419 days	1.4
TCGA-O8-A75V-01A	54 years, male, stage:Stage I, alive, 538 days	1.3
TCGA-RC-A6M4-01A	74 years, female, white, stage:Stage IIIA, alive, 22 days	1.3
TCGA-DD-AADN-01A	59 years, male, asian, stage:Stage I, alive, 898 days	1.3
TCGA-ES-A2HS-01A	80 years, male, white, stage:Stage I, dead, 688 days	1.2
TCGA-CC-5259-01A	60 years, female, asian, stage:Stage IIIC, alive, 250 days	1.2
TCGA-FV-A495-01A	51 years, female, white, stage:Stage II, alive, 1 days	1.2
TCGA-MI-A75C-01A	64 years, male, white, stage:Stage I, alive, 291 days	1.2
TCGA-DD-AAE3-01A	50 years, male, asian, stage:Stage I, alive, 566 days	1.1
TCGA-DD-AAEB-01A	60 years, male, asian, stage:Stage I, alive, 478 days	1.1
TCGA-RC-A7SF-01A	66 years, male, asian, stage:Stage I, alive, 579 days	1.1
TCGA-DD-AACD-01A	48 years, male, asian, stage:Stage I, dead, 381 days	1.0
TCGA-WX-AA47-01A	33 years, female, white, stage:Stage IIIA, dead, 556 days	1.0
TCGA-2Y-A9H1-01A	58 years, male, white, stage:Stage I, dead, 1229 days	0.9
TCGA-DD-A3A3-01A	45 years, male, asian, stage:Stage I, dead, 535 days	0.8
TCGA-DD-A3A6-01A	72 years, female, white, stage:Stage II, dead, 3258 days	0.8
TCGA-DD-AADS-01A	63 years, male, asian, stage:Stage I, alive, 474 days	0.8
TCGA-ES-A2HT-01A	54 years, male, black or african american, stage:Stage I, dead, 438 days	0.7
TCGA-FV-A4ZP-01A	78 years, male, white, stage:Stage IIIA, dead, 2486 days	0.6
TCGA-DD-A73G-01A	73 years, female, white, stage:Stage I, alive, 3478 days	0.5
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LIVER HEPATOCELLULAR CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.9

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

3.8

Number of samples

231

Samples

Sample	Description	TPM
DO45237	58 years, male, NA, stage:2, alive, 900 days	9.7
DO45119	74 years, male, NA, stage:3, dead, 510 days	9.1
DO45131	53 years, male, NA, stage:4, dead, 360 days	8.9
DO45193	68 years, female, NA, stage:4, dead, 120 days	7.9
DO23524	71 years, female, NA, stage:2, alive, 1050 days	7.7
DO48681	57 years, male, NA, stage:2, alive, 900 days	7.7
DO45209	70 years, male, NA, stage:4, alive, 1350 days	7.6
DO45127	73 years, male, NA, stage:3, dead, 420 days	7.6
DO45203	71 years, female, NA, stage:2, alive, 1170 days	7.4
DO45213	58 years, male, NA, stage:1, alive, 1200 days	7.3
DO45245	75 years, female, NA, stage:2, dead, 240 days	7.2
DO45205	67 years, female, NA, stage:2, dead, 90 days	7.1
DO45227	57 years, female, NA, stage:2, alive, 1020 days	6.9
DO23521	63 years, male, NA, stage:3, alive, 1110 days	6.8
DO23526	66 years, male, NA, stage:3, alive, 1050 days	6.5
DO45277	64 years, male, NA, stage:3, alive, 600 days	6.5
DO45259	65 years, male, NA, stage:3, alive, 330 days	6.5
DO45219	78 years, male, NA, stage:2, alive, 1080 days	6.4
DO45155	69 years, male, NA, stage:2, alive, 2160 days	6.4
DO45299	70 years, female, NA, stage:1, alive, 1440 days	6.4
DO45117	73 years, female, NA, stage:2, dead, 1110 days	6.4
DO48717	54 years, male, NA, stage:4, dead, 180 days	6.2
DO45189	85 years, female, NA, stage:2, alive, 1200 days	6.1
DO23523	52 years, male, NA, stage:3, alive, 1080 days	6.0
DO45273	62 years, male, NA, stage:2, alive, 480 days	5.9
DO45287	74 years, male, NA, stage:1, alive, 390 days	5.9
DO50820	77 years, female, NA, stage:3, alive, 510 days	5.8
DO50815	62 years, male, NA, stage:3, alive, 150 days	5.7
DO45185	89 years, male, NA, stage:2, alive, 600 days	5.6
DO45145	78 years, male, NA, stage:3, dead, 60 days	5.6
DO50799	66 years, female, NA, stage:2, alive, 540 days	5.5
DO45173	63 years, male, NA, stage:3, alive, 1170 days	5.5
DO45183	72 years, female, NA, stage:2, dead, 570 days	5.4
DO23513	76 years, male, NA, stage:3, alive, 1200 days	5.3
DO45177	81 years, female, NA, stage:3, alive, 1260 days	5.3
DO45092	62 years, male, NA, stage:4, dead, 1200 days	5.3
DO45239	42 years, male, NA, stage:2, alive, 870 days	5.2
DO45137	38 years, male, NA, stage:1, alive, 1320 days	5.1
DO45283	60 years, male, NA, stage:3, alive, 510 days	5.1
DO45223	67 years, male, NA, stage:4, alive, 1020 days	5.1
DO45191	61 years, female, NA, stage:2, alive, 1200 days	5.0
DO50791	79 years, female, NA, stage:1, dead, 480 days	5.0
DO50840	49 years, male, NA, stage:2, alive, 330 days	5.0
DO45093	71 years, male, NA, stage:2, dead, 720 days	5.0
DO45096	69 years, male, NA, stage:2, dead, 1290 days	4.9
DO45103	47 years, male, NA, stage:3, alive, 450 days	4.9
DO45217	69 years, female, NA, stage:3, dead, 270 days	4.9
DO45275	65 years, male, NA, stage:3, dead, 10 days	4.9
DO23528	45 years, female, NA, stage:2, alive, 1020 days	4.9
DO48721	58 years, female, NA, stage:1, alive, 900 days	4.8
DO23514	64 years, male, NA, stage:2, alive, 1290 days	4.8
DO23542	66 years, male, NA, stage:3, alive, 960 days	4.8
DO45113	58 years, male, NA, stage:3, alive, 1560 days	4.8
DO50825	70 years, male, NA, stage:2, alive, 390 days	4.8
DO45091	56 years, male, NA, stage:2, dead, 1320 days	4.7
DO45115	81 years, male, NA, stage:2, alive, 840 days	4.7
DO45187	32 years, female, NA, stage:1, alive, 1260 days	4.7
DO45285	59 years, male, NA, stage:3, alive, 480 days	4.6
DO23510	80 years, female, NA, stage:2, alive, 870 days	4.6
DO50809	56 years, male, NA, stage:3, dead, 720 days	4.6
DO48757	68 years, female, NA, stage:3, alive, 480 days	4.6
DO48720	62 years, female, NA, stage:2, alive, 570 days	4.5
DO45225	69 years, male, NA, stage:1, alive, 1050 days	4.5
DO48751	68 years, male, NA, stage:2, dead, 480 days	4.5
DO23540	73 years, male, NA, stage:1, alive, 750 days	4.4
DO23509	60 years, male, NA, stage:3, dead, 780 days	4.4
DO23547	74 years, male, NA, stage:1, alive, 1020 days	4.4
DO23529	72 years, male, NA, stage:4, alive, 930 days	4.4
DO45251	57 years, female, NA, stage:2, alive, 900 days	4.3
DO23552	80 years, female, NA, stage:1, alive, 810 days	4.3
DO48732	73 years, male, NA, stage:3, alive, 630 days	4.3
DO48682	72 years, female, NA, stage:3, dead, 120 days	4.3
DO45207	68 years, male, NA, stage:1, alive, 1050 days	4.2
DO45281	83 years, male, NA, stage:4, alive, 750 days	4.2
DO50859	77 years, male, NA, stage:2, alive, 180 days	4.2
DO45307	54 years, female, NA, stage:4, dead, 240 days	4.2
DO45139	63 years, male, NA, stage:3, alive, 1320 days	4.1
DO23536	56 years, male, NA, stage:2, alive, 930 days	4.1
DO48727	81 years, female, NA, stage:2, dead, 390 days	4.1
DO45125	58 years, male, NA, stage:3, alive, 1680 days	4.1
DO45265	73 years, male, NA, stage:3, alive, 1020 days	4.1
DO23508	79 years, female, NA, stage:2, alive, 390 days	4.1
DO45297	61 years, female, NA, stage:4, dead, 1260 days	4.1
DO45267	73 years, male, NA, stage:3, dead, 570 days	4.1
DO50802	49 years, male, NA, stage:2, alive, 930 days	4.0
DO45123	78 years, female, NA, stage:2, dead, 570 days	4.0
DO23515	71 years, male, NA, stage:2, alive, 1230 days	4.0
DO48730	73 years, female, NA, stage:2, alive, 630 days	4.0
DO50793	76 years, male, NA, stage:4, alive, 540 days	4.0
DO50789	73 years, female, NA, stage:2, alive, 570 days	3.9
DO23537	79 years, male, NA, stage:2, dead, 900 days	3.9
DO45157	62 years, male, NA, stage:2, alive, 1980 days	3.9
DO45149	70 years, female, NA, stage:2, alive, 1260 days	3.8
DO50774	68 years, female, NA, stage:2, alive, 720 days	3.8
DO48737	52 years, male, NA, stage:1, alive, 720 days	3.8
DO45263	67 years, male, NA, stage:3, dead, 270 days	3.8
DO45253	50 years, male, NA, stage:2, alive, 870 days	3.8
DO48701	78 years, male, NA, stage:2, alive, 780 days	3.8
DO23519	65 years, male, NA, stage:3, alive, 630 days	3.8
DO45121	61 years, male, NA, stage:3, alive, 1530 days	3.7
DO50857	72 years, male, NA, stage:2, alive, 210 days	3.7
DO45279	67 years, male, NA, stage:3, alive, 1290 days	3.7
DO48716	71 years, male, NA, stage:2, alive, 720 days	3.7
DO23549	74 years, male, NA, stage:3, alive, 990 days	3.7
DO50811	62 years, male, NA, stage:1, alive, 450 days	3.7
DO45179	78 years, female, NA, stage:2, alive, 600 days	3.7
DO45231	84 years, male, NA, stage:2, alive, 930 days	3.7
DO45303	62 years, female, NA, stage:3, alive, 990 days	3.6
DO50832	73 years, male, NA, stage:3, alive, 90 days	3.6
DO45153	77 years, female, NA, stage:2, alive, 1380 days	3.6
DO45255	81 years, male, NA, stage:3, alive, 720 days	3.6
DO48697	64 years, female, NA, stage:2, dead, 810 days	3.5
DO45301	56 years, male, NA, stage:2, dead, 1440 days	3.5
DO45221	75 years, female, NA, stage:4, dead, 390 days	3.5
DO45163	76 years, male, NA, stage:2, alive, 960 days	3.5
DO45233	83 years, male, NA, stage:3, alive, 900 days	3.5
DO45215	65 years, male, NA, stage:2, alive, 1170 days	3.5
DO45247	31 years, female, NA, stage:2, alive, 210 days	3.5
DO45111	74 years, male, NA, stage:2, alive, 1590 days	3.4
DO50806	70 years, male, NA, stage:4, alive, 540 days	3.4
DO23535	67 years, male, NA, stage:1, alive, 960 days	3.4
DO50829	78 years, male, NA, stage:3, alive, 570 days	3.4
DO48672	81 years, male, NA, stage:2, alive, 450 days	3.4
DO45141	73 years, male, NA, stage:2, alive, 1320 days	3.4
DO45159	65 years, male, NA, stage:3, alive, 1470 days	3.4
DO45249	57 years, male, NA, stage:1, alive, 630 days	3.4
DO45135	77 years, male, NA, stage:1, alive, 1410 days	3.4
DO45165	75 years, male, NA, stage:2, alive, 690 days	3.4
DO50855	47 years, male, NA, stage:2, alive, 570 days	3.4
DO45099	46 years, male, NA, stage:3, alive, 1590 days	3.4
DO23512	60 years, male, NA, stage:1, alive, 1260 days	3.4
DO23534	60 years, male, NA, stage:2, alive, 840 days	3.3
DO45161	74 years, male, NA, stage:2, dead, 540 days	3.3
DO23541	65 years, male, NA, stage:2, alive, 930 days	3.3
DO48746	76 years, male, NA, stage:3, alive, 570 days	3.3
DO45235	68 years, female, NA, stage:1, alive, 900 days	3.3
DO23543	63 years, male, NA, stage:2, alive, 1020 days	3.3
DO48743	69 years, female, NA, stage:2, alive, 570 days	3.2
DO45289	78 years, female, NA, stage:3, alive, 360 days	3.2
DO45269	59 years, male, NA, stage:3, alive, 750 days	3.2
DO48728	74 years, female, NA, stage:2, alive, 150 days	3.2
DO45129	61 years, male, NA, stage:3, alive, 1470 days	3.2
DO48725	66 years, male, NA, stage:1, alive, 780 days	3.2
DO48736	76 years, female, NA, stage:1, alive, 600 days	3.2
DO48695	77 years, male, NA, stage:2, alive, 720 days	3.2
DO50844	75 years, male, NA, stage:4, alive, 300 days	3.1
DO48747	62 years, male, NA, stage:3, alive, 540 days	3.1
DO45107	63 years, female, NA, stage:2, alive, 1710 days	3.1
DO50800	74 years, male, NA, stage:2, alive, 510 days	3.1
DO50814	83 years, male, NA, stage:3, alive, 420 days	3.1
DO48761	55 years, male, NA, stage:2, alive, 870 days	3.1
DO23525	71 years, male, NA, stage:4, alive, 1050 days	3.0
DO48677	58 years, male, NA, stage:3, alive, 1140 days	3.0
DO48700	78 years, female, NA, stage:2, alive, 810 days	3.0
DO45257	46 years, male, NA, stage:3, alive, 810 days	3.0
DO23527	72 years, male, NA, stage:1, alive, 1050 days	3.0
DO45105	61 years, male, NA, stage:1, alive, 1680 days	3.0
DO45143	69 years, male, NA, stage:3, alive, 1290 days	3.0
DO48715	58 years, female, NA, stage:2, dead, 690 days	2.9
DO23538	67 years, male, NA, stage:2, alive, 450 days	2.9
DO45211	76 years, male, NA, stage:3, alive, 240 days	2.9
DO23545	67 years, male, NA, stage:2, dead, 570 days	2.9
DO45197	51 years, male, NA, stage:2, alive, 1170 days	2.9
DO50819	72 years, female, NA, stage:2, alive, 510 days	2.9
DO23546	63 years, male, NA, stage:2, alive, 1050 days	2.9
DO45095	66 years, male, NA, stage:2, alive, 1620 days	2.9
DO45201	49 years, male, NA, stage:1, alive, 900 days	2.9
DO48712	50 years, male, NA, stage:2, alive, 810 days	2.8
DO23518	67 years, male, NA, stage:2, alive, 1320 days	2.8
DO50785	37 years, male, NA, stage:4, dead, 90 days	2.8
DO45261	74 years, male, NA, stage:3, alive, 990 days	2.8
DO48704	68 years, female, NA, stage:3, alive, 750 days	2.8
DO45229	74 years, male, NA, stage:1, alive, 990 days	2.8
DO50850	74 years, male, NA, stage:3, alive, 720 days	2.8
DO227643	79 years, male, NA, stage:2, alive, 1260 days	2.8
DO45171	56 years, male, NA, stage:3, alive, 600 days	2.8
DO48723	73 years, male, NA, stage:1, alive, 600 days	2.8
DO45199	86 years, female, NA, stage:2, alive, 1350 days	2.8
DO45305	66 years, male, NA, stage:4, alive, 300 days	2.8
DO23530	53 years, male, NA, stage:4, dead, 180 days	2.7
DO48719	80 years, male, NA, stage:2, alive, 690 days	2.7
DO50787	63 years, male, NA, stage:3, alive, 480 days	2.7
DO45243	74 years, female, NA, stage:3, alive, 930 days	2.7
DO45109	63 years, male, NA, stage:2, alive, 1590 days	2.7
DO50778	60 years, male, NA, stage:4, alive, 630 days	2.7
DO50817	75 years, male, NA, stage:2, alive, 390 days	2.7
DO23516	69 years, male, NA, stage:3, dead, 20 days	2.7
DO48741	64 years, male, NA, stage:3, alive, 240 days	2.6
DO50822	66 years, male, NA, stage:2, alive, 510 days	2.6
DO45133	64 years, male, NA, stage:3, dead, 660 days	2.6
DO23531	78 years, female, NA, stage:3, alive, 900 days	2.6
DO50798	77 years, male, NA, stage:3, dead, 30 days	2.6
DO50818	65 years, male, NA, stage:2, alive, 510 days	2.6
DO48706	72 years, male, NA, stage:2, alive, 870 days	2.6
DO45175	74 years, male, NA, stage:2, alive, 1140 days	2.5
DO48759	73 years, male, NA, stage:3, alive, 720 days	2.5
DO23532	71 years, female, NA, stage:1, alive, 960 days	2.5
DO50808	68 years, male, NA, stage:2, alive, 570 days	2.5
DO45241	49 years, male, NA, stage:1, alive, 1080 days	2.5
DO48733	72 years, male, NA, stage:2, alive, 600 days	2.5
DO23550	69 years, male, NA, stage:1, alive, 990 days	2.4
DO50803	62 years, female, NA, stage:1, alive, 540 days	2.4
DO50813	56 years, male, NA, stage:2, alive, 420 days	2.4
DO48679	72 years, male, NA, stage:2, alive, 1200 days	2.4
DO45097	69 years, male, NA, stage:3, alive, 1620 days	2.4
DO23533	61 years, male, NA, stage:2, alive, 900 days	2.3
DO45169	74 years, male, NA, stage:3, alive, 1350 days	2.3
DO45181	84 years, female, NA, stage:2, alive, 1200 days	2.3
DO50845	72 years, male, NA, stage:3, alive, 210 days	2.2
DO45094	76 years, male, NA, stage:3, alive, 1650 days	2.2
DO45167	67 years, male, NA, stage:2, dead, 1440 days	2.2
DO45101	63 years, male, NA, stage:2, alive, 1680 days	2.1
DO50804	81 years, male, NA, stage:2, alive, 720 days	2.1
DO48693	71 years, male, NA, stage:2, alive, 900 days	2.1
DO227801	77 years, female, NA, stage:1, alive, 660 days	2.1
DO48742	76 years, male, NA, stage:2, alive, 600 days	2.1
DO50776	75 years, male, NA, stage:1, alive, 690 days	2.0
DO50807	67 years, male, NA, stage:1, alive, 540 days	2.0
DO50805	72 years, male, NA, stage:2, alive, 690 days	1.9
DO23539	77 years, male, NA, stage:1, alive, 1110 days	1.9
DO23511	83 years, female, NA, stage:3, dead, 180 days	1.9
DO50816	63 years, male, NA, stage:2, alive, 390 days	1.9
DO23548	78 years, female, NA, stage:1, alive, 840 days	1.9
DO48760	70 years, female, NA, stage:2, alive, 690 days	1.8
DO23551	73 years, male, NA, stage:3, dead, 150 days	1.8
DO48674	80 years, male, NA, stage:2, alive, 1260 days	1.8
DO50839	47 years, female, NA, stage:3, alive, 330 days	1.7
DO50783	62 years, male, NA, stage:3, alive, 480 days	1.7
DO23517	62 years, male, NA, stage:2, alive, 1200 days	1.6
DO45195	62 years, male, NA, stage:1, alive, 390 days	1.3
DO23544	67 years, male, NA, stage:2, alive, 960 days	1.0
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LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)

Number of samples

330

Samples

Sample ID	Sample type	nRPX
125	Tumor	0.8
724	Normal	0.6
147	Tumor	0.6
661	Tumor	0.6
967	Tumor	0.5
727	Tumor	0.5
523	Tumor	0.5
745	Tumor	0.5
537	Tumor	0.5
665	Tumor	0.5
517	Tumor	0.5
571	Tumor	0.5
527	Tumor	0.4
1031	Tumor	0.4
131	Tumor	0.4
785	Tumor	0.4
567	Tumor	0.4
923	Tumor	0.4
863	Tumor	0.4
351	Tumor	0.4
817	Tumor	0.4
471	Tumor	0.4
777	Tumor	0.4
357	Tumor	0.4
951	Tumor	0.3
313	Tumor	0.3
341	Tumor	0.3
387	Tumor	0.3
425	Tumor	0.3
455	Tumor	0.3
743	Tumor	0.3
815	Tumor	0.3
473	Tumor	0.3
866	Normal	0.3
943	Tumor	0.3
983	Tumor	0.3
137	Tumor	0.3
1013	Tumor	0.3
227	Tumor	0.3
873	Tumor	0.3
367	Tumor	0.3
533	Tumor	0.3
211	Tumor	0.3
957	Tumor	0.3
1043	Tumor	0.3
285	Tumor	0.3
477	Tumor	0.3
1027	Tumor	0.3
435	Tumor	0.3
423	Tumor	0.3
525	Tumor	0.2
713	Tumor	0.2
528	Normal	0.2
558	Normal	0.2
462	Normal	0.2
867	Tumor	0.2
697	Tumor	0.2
447	Tumor	0.2
786	Normal	0.2
113	Tumor	0.2
978	Normal	0.2
464	Normal	0.2
518	Normal	0.2
513	Tumor	0.2
271	Tumor	0.2
564	Normal	0.2
472	Normal	0.2
635	Tumor	0.2
297	Tumor	0.2
975	Tumor	0.2
171	Tumor	0.2
515	Tumor	0.2
568	Normal	0.2
944	Normal	0.2
864	Normal	0.2
1021	Tumor	0.2
474	Normal	0.2
868	Normal	0.2
482	Normal	0.2
572	Normal	0.2
858	Normal	0.2
728	Normal	0.2
353	Tumor	0.2
534	Normal	0.2
737	Tumor	0.2
363	Tumor	0.2
1042	Normal	0.2
1025	Tumor	0.2
327	Tumor	0.2
616	Normal	0.2
466	Normal	0.2
331	Tumor	0.2
755	Tumor	0.2
451	Tumor	0.2
428	Normal	0.2
431	Tumor	0.2
314	Normal	0.2
915	Tumor	0.2
964	Normal	0.2
918	Normal	0.2
481	Tumor	0.2
467	Tumor	0.1
1014	Normal	0.1
926	Normal	0.1
925	Tumor	0.1
664	Normal	0.1
514	Normal	0.1
461	Tumor	0.1
862	Normal	0.1
415	Tumor	0.1
553	Tumor	0.1
1016	Normal	0.1
312	Normal	0.1
573	Tumor	0.1
343	Tumor	0.1
696	Normal	0.1
756	Normal	0.1
824	Normal	0.1
723	Tumor	0.1
916	Normal	0.1
953	Tumor	0.1
884	Normal	0.1
742	Normal	0.1
648	Normal	0.1
356	Normal	0.1
922	Normal	0.1
937	Tumor	0.1
857	Tumor	0.1
465	Tumor	0.1
1026	Normal	0.1
921	Tumor	0.1
388	Normal	0.1
136	Normal	0.1
362	Normal	0.1
881	Tumor	0.1
546	Normal	0.1
714	Normal	0.1
484	Normal	0.1
738	Normal	0.1
662	Normal	0.1
914	Normal	0.1
628	Normal	0.1
955	Tumor	0.1
524	Normal	0.1
617	Tumor	0.1
1028	Normal	0.1
851	Tumor	0.1
861	Tumor	0.1
912	Normal	0.1
874	Normal	0.1
286	Normal	0.1
283	Tumor	0.1
427	Tumor	0.1
852	Normal	0.1
448	Normal	0.1
917	Tumor	0.1
968	Normal	0.1
823	Tumor	0.1
1032	Normal	0.1
721	Tumor	0.1
257	Tumor	0.1
148	Normal	0.1
424	Normal	0.1
366	Normal	0.1
746	Normal	0.1
436	Normal	0.1
278	Normal	0.1
526	Normal	0.1
413	Tumor	0.1
468	Normal	0.1
977	Tumor	0.1
554	Normal	0.1
1045	Tumor	0.1
952	Normal	0.0
882	Normal	0.0
311	Tumor	0.0
647	Tumor	0.0
1022	Normal	0.0
141	Tumor	0.0
698	Normal	0.0
432	Normal	0.0
422	Normal	0.0
298	Normal	0.0
671	Tumor	0.0
958	Normal	0.0
262	Normal	0.0
188	Normal	0.0
666	Normal	0.0
127	Tumor	0.0
494	Normal	0.0
966	Normal	0.0
814	Normal	0.0
186	Normal	0.0
414	Normal	0.0
1046	Normal	0.0
328	Normal	0.0
258	Normal	0.0
984	Normal	0.0
111	Normal	0.0
981	Tumor	0.0
818	Normal	0.0
452	Normal	0.0
976	Normal	0.0
187	Tumor	0.0
1044	Normal	0.0
364	Normal	0.0
618	Normal	0.0
627	Tumor	0.0
557	Tumor	0.0
493	Tumor	0.0
368	Normal	0.0
218	Normal	0.0
574	Normal	0.0
778	Normal	0.0
963	Tumor	0.0
365	Tumor	0.0
641	Tumor	0.0
456	Normal	0.0
384	Normal	0.0
956	Normal	0.0
358	Normal	0.0
695	Tumor	0.0
352	Normal	0.0
114	Normal	0.0
123	Tumor	0.0
172	Normal	0.0
716	Normal	0.0
396	Normal	0.0
563	Tumor	0.0
911	Tumor	0.0
376	Normal	0.0
492	Normal	0.0
222	Normal	0.0
355	Tumor	0.0
232	Normal	0.0
434	Normal	0.0
228	Normal	0.0
813	Tumor	0.0
332	Normal	0.0
212	Normal	0.0
982	Normal	0.0
722	Normal	0.0
126	Normal	0.0
393	Tumor	0.0
162	Normal	0.0
132	Normal	0.0
213	Tumor	0.0
191	Tumor	0.0
491	Tumor	0.0
487	Tumor	0.0
498	Normal	0.0
284	Normal	0.0
421	Tumor	0.0
686	Normal	0.0
816	Normal	0.0
478	Normal	0.0
394	Normal	0.0
135	Tumor	0.0
741	Tumor	0.0
426	Normal	0.0
536	Normal	0.0
516	Normal	0.0
354	Normal	0.0
142	Normal	-0.1
938	Normal	-0.1
385	Tumor	-0.1
924	Normal	-0.1
138	Normal	-0.1
416	Normal	-0.1
483	Tumor	-0.1
913	Tumor	-0.1
124	Normal	-0.1
636	Normal	-0.1
391	Tumor	-0.1
545	Tumor	-0.1
196	Normal	-0.1
272	Normal	-0.1
535	Tumor	-0.1
446	Normal	-0.1
361	Tumor	-0.1
412	Normal	-0.1
877	Tumor	-0.1
392	Normal	-0.1
878	Normal	-0.1
445	Tumor	-0.1
615	Tumor	-0.1
1015	Tumor	-0.1
444	Normal	-0.1
195	Tumor	-0.1
715	Tumor	-0.1
672	Normal	-0.1
214	Normal	-0.1
145	Tumor	-0.1
268	Normal	-0.1
161	Tumor	-0.1
342	Normal	-0.1
954	Normal	-0.1
883	Tumor	-0.1
443	Tumor	-0.1
224	Normal	-0.1
386	Normal	-0.1
128	Normal	-0.1
642	Normal	-0.1
463	Tumor	-0.1
383	Tumor	-0.1
965	Tumor	-0.1
433	Tumor	-0.1
261	Tumor	-0.2
488	Normal	-0.2
267	Tumor	-0.2
663	Tumor	-0.2
411	Tumor	-0.2
221	Tumor	-0.2
375	Tumor	-0.2
744	Normal	-0.2
538	Normal	-0.2
277	Tumor	-0.2
497	Tumor	-0.2
185	Tumor	-0.2
223	Tumor	-0.2
192	Normal	-0.2
217	Tumor	-0.2
146	Normal	-0.2
112	Tumor	-0.3
344	Normal	-0.3
231	Tumor	-0.3
865	Tumor	-0.3
1041	Tumor	-0.4
395	Tumor	-0.4
685	Tumor	-0.6
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LIVER CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA017311
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