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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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SAA1 is not prognostic in Liver Hepatocellular Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1671.3
Number of samples
362
Samples
Sample
Description
TPM
TCGA-DD-AADQ-01A
0 years, male, asian, stage:Stage II, alive, 436 days
41125.9
TCGA-DD-A1ED-01A
0 years, male, white, stage:Stage I, alive, 2301 days
36361.5
TCGA-LG-A9QD-01A
0 years, male, white, stage:Stage IIIA, alive, 366 days
32418.7
TCGA-DD-AACD-01A
0 years, male, asian, stage:Stage I, dead, 381 days
30100.8
TCGA-DD-AAVX-01A
0 years, male, asian, stage:Stage II, alive, 1718 days
24059.7
TCGA-DD-A4NL-01A
0 years, male, white, stage:Stage I, alive, 1711 days
22345.7
TCGA-DD-A4NP-01A
0 years, male, white, stage:Stage I, alive, 3308 days
15844.8
TCGA-2Y-A9GW-01A
0 years, male, white, stage:Stage I, dead, 1271 days
15648.5
TCGA-2Y-A9GV-01A
0 years, female, white, stage:Stage I, dead, 2532 days
15645.5
TCGA-ED-A459-01A
0 years, male, asian, stage:Stage II, alive, 910 days
13278.0
TCGA-WQ-AB4B-01A
0 years, male, white, stage:Stage II, alive, 395 days
13154.6
TCGA-DD-A11C-01A
0 years, male, white, stage:Stage I, alive, 662 days
13145.3
TCGA-ZS-A9CD-01A
0 years, male, white, stage:Stage II, dead, 1386 days
12478.0
TCGA-BD-A3ER-01A
0 years, male, white, stage:Stage II, alive, 1115 days
10514.8
TCGA-EP-A3JL-01A
0 years, male, white, stage:Stage I, alive, 303 days
8345.8
TCGA-K7-A6G5-01A
0 years, male, white, stage:Stage I, alive, 512 days
8265.3
TCGA-2Y-A9GT-01A
0 years, male, white, stage:Stage I, dead, 1624 days
8264.7
TCGA-DD-A3A1-01A
0 years, male, stage:Stage IIIA, dead, 233 days
7749.0
TCGA-DD-AAC9-01A
0 years, male, asian, stage:Stage I, alive, 347 days
7601.2
TCGA-HP-A5MZ-01A
0 years, male, stage:Stage I, dead, 91 days
7409.7
TCGA-G3-A5SM-01A
0 years, male, white, stage:Stage II, alive, 520 days
7072.2
TCGA-G3-A7M7-01A
0 years, male, white, stage:Stage I, alive, 361 days
6995.6
TCGA-G3-A25V-01A
0 years, male, white, stage:Stage I, alive, 860 days
6506.1
TCGA-2Y-A9H1-01A
0 years, male, white, stage:Stage I, dead, 1229 days
6325.9
TCGA-G3-A5SK-01A
0 years, male, white, stage:Stage I, alive, 744 days
6202.3
TCGA-ED-A627-01A
0 years, male, white, stage:Stage I, alive, 423 days
5927.7
TCGA-ZP-A9CV-01A
0 years, male, white, stage:'--, dead, 1088 days
5681.9
TCGA-BC-A110-01A
0 years, female, black or african american, stage:'--, dead, 2116 days
5575.9
TCGA-DD-AADK-01A
0 years, female, asian, stage:Stage II, alive, 1049 days
5549.7
TCGA-ES-A2HT-01A
0 years, male, black or african american, stage:Stage I, dead, 438 days
5273.4
TCGA-BC-A10S-01A
0 years, male, white, stage:'--, dead, 1423 days
5156.3
TCGA-FV-A2QQ-01A
0 years, male, white, stage:Stage I, alive, 729 days
4940.5
TCGA-O8-A75V-01A
0 years, male, stage:Stage I, alive, 538 days
4830.2
TCGA-YA-A8S7-01A
0 years, male, white, stage:Stage IIIA, dead, 412 days
4801.0
TCGA-DD-AAE4-01A
0 years, female, asian, stage:Stage I, alive, 608 days
4722.7
TCGA-DD-A1EK-01A
0 years, female, white, stage:Stage IVB, dead, 558 days
4444.2
TCGA-DD-AAD5-01A
0 years, male, asian, stage:Stage I, alive, 1345 days
4425.5
TCGA-EP-A3RK-01A
0 years, male, white, stage:Stage IIIA, alive, 363 days
4415.0
TCGA-BC-A69I-01A
0 years, male, white, stage:Stage I, alive, 387 days
4165.9
TCGA-DD-A39V-01A
0 years, male, white, stage:Stage II, dead, 643 days
4112.8
TCGA-GJ-A3OU-01A
0 years, male, white, stage:Stage I, alive, 879 days
3897.1
TCGA-PD-A5DF-01A
0 years, female, white, stage:Stage IIIB, dead, 639 days
3679.7
TCGA-5R-AAAM-01A
0 years, female, white, stage:Stage II, dead, 46 days
3664.0
TCGA-KR-A7K8-01A
0 years, male, stage:Stage I, alive, 906 days
3194.5
TCGA-UB-A7MD-01A
0 years, male, black or african american, stage:Stage I, dead, 52 days
3158.0
TCGA-DD-AADM-01A
0 years, male, asian, stage:Stage II, dead, 12 days
2997.4
TCGA-WJ-A86L-01A
0 years, female, white, stage:Stage I, alive, 345 days
2950.5
TCGA-DD-A3A3-01A
0 years, male, asian, stage:Stage I, dead, 535 days
2786.1
TCGA-DD-AACT-01A
0 years, female, asian, stage:Stage I, alive, 1562 days
2593.8
TCGA-CC-A9FS-01A
0 years, male, asian, stage:Stage II, alive, 211 days
2436.4
TCGA-G3-A7M8-01A
0 years, male, asian, stage:Stage I, alive, 430 days
2366.0
TCGA-DD-A4NR-01A
0 years, female, white, stage:Stage I, dead, 9 days
2308.8
TCGA-ED-A97K-01A
0 years, male, asian, stage:Stage IIIA, alive, 6 days
2308.5
TCGA-DD-A4NB-01A
0 years, male, white, stage:Stage I, alive, 989 days
2250.8
TCGA-KR-A7K7-01A
0 years, female, white, stage:Stage II, alive, 951 days
2241.4
TCGA-DD-AAD2-01A
0 years, male, asian, stage:Stage I, alive, 658 days
2207.8
TCGA-G3-A25Z-01A
0 years, male, asian, stage:Stage I, alive, 655 days
2135.5
TCGA-DD-AACK-01A
0 years, male, asian, stage:Stage I, alive, 9 days
2047.5
TCGA-DD-A4NO-01A
0 years, male, white, stage:Stage I, alive, 2245 days
2047.2
TCGA-CC-A1HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 101 days
2046.1
TCGA-DD-AACC-01A
0 years, male, asian, stage:Stage I, dead, 1685 days
1940.0
TCGA-DD-A4NE-01A
0 years, female, white, stage:Stage IIIA, dead, 660 days
1887.6
TCGA-G3-A3CI-01A
0 years, male, white, stage:Stage I, alive, 180 days
1871.1
TCGA-DD-AACI-01A
0 years, male, asian, stage:Stage II, alive, 1618 days
1845.4
TCGA-ES-A2HS-01A
0 years, male, white, stage:Stage I, dead, 688 days
1821.2
TCGA-G3-AAV3-01A
0 years, female, white, stage:Stage II, alive, 412 days
1798.3
TCGA-MR-A520-01A
0 years, male, white, stage:Stage I, alive, 229 days
1770.2
TCGA-EP-A2KC-01A
0 years, male, black or african american, stage:Stage I, dead, 19 days
1665.4
TCGA-BD-A3EP-01A
0 years, female, black or african american, stage:Stage I, alive, 409 days
1592.7
TCGA-DD-A119-01A
0 years, male, asian, stage:Stage IV, dead, 223 days
1573.9
TCGA-DD-A4NQ-01A
0 years, male, white, stage:Stage II, dead, 373 days
1554.8
TCGA-CC-A3MC-01A
0 years, male, asian, stage:Stage IIIA, alive, 363 days
1546.2
TCGA-G3-A3CK-01A
0 years, male, asian, stage:Stage I, alive, 585 days
1507.0
TCGA-DD-AAE9-01A
0 years, male, asian, stage:Stage I, alive, 722 days
1447.8
TCGA-DD-A1EG-01A
0 years, male, white, stage:Stage I, dead, 1372 days
1442.3
TCGA-GJ-A6C0-01A
0 years, female, white, stage:Stage II, dead, 31 days
1416.7
TCGA-DD-AAD8-01A
0 years, female, asian, stage:Stage I, alive, 1219 days
1393.5
TCGA-DD-A73C-01A
0 years, female, white, stage:Stage IIIA, alive, 701 days
1392.6
TCGA-WX-AA47-01A
0 years, female, white, stage:Stage IIIA, dead, 556 days
1372.1
TCGA-5R-AA1C-01A
0 years, male, white, stage:Stage II, alive, 520 days
1348.7
TCGA-NI-A4U2-01A
0 years, male, white, stage:Stage IIIA, dead, 1791 days
1333.9
TCGA-MI-A75E-01A
0 years, male, white, stage:Stage IIIC, alive, 507 days
1284.2
TCGA-2Y-A9GZ-01A
0 years, female, white, stage:Stage II, dead, 848 days
1281.9
TCGA-RC-A6M5-01A
0 years, female, white, stage:Stage IVA, alive, 15 days
1254.0
TCGA-DD-AAEI-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
1231.7
TCGA-K7-A5RG-01A
0 years, male, black or african american, stage:Stage I, alive, 519 days
1163.8
TCGA-DD-AADF-01A
0 years, female, asian, stage:Stage I, dead, 115 days
1148.9
TCGA-G3-A3CJ-01A
0 years, male, american indian or alaska native, stage:Stage II, alive, 594 days
1135.3
TCGA-DD-AAW0-01A
0 years, male, asian, stage:Stage I, alive, 2015 days
1123.5
TCGA-DD-A4NG-01A
0 years, male, white, stage:Stage IIIA, dead, 802 days
1120.4
TCGA-DD-AAE2-01A
0 years, male, asian, stage:Stage I, alive, 638 days
1092.8
TCGA-2Y-A9GX-01A
0 years, male, white, stage:Stage I, alive, 2442 days
1039.6
TCGA-G3-AAUZ-01A
0 years, male, stage:Stage I, alive, 480 days
1010.0
TCGA-GJ-A9DB-01A
0 years, male, white, stage:Stage I, dead, 67 days
1006.6
TCGA-2Y-A9H2-01A
0 years, female, white, stage:Stage I, alive, 1731 days
982.8
TCGA-CC-5262-01A
0 years, male, asian, stage:Stage IIIC, dead, 103 days
962.9
TCGA-QA-A7B7-01A
0 years, male, black or african american, stage:Stage II, alive, 94 days
932.6
TCGA-DD-AAEG-01A
0 years, female, asian, stage:Stage I, alive, 719 days
926.7
TCGA-MI-A75I-01A
0 years, male, black or african american, stage:'--, alive, 630 days
919.9
TCGA-FV-A3R2-01A
0 years, male, white, stage:Stage I, dead, 194 days
899.7
TCGA-DD-AAVR-01A
0 years, male, asian, stage:Stage I, alive, 2513 days
875.4
TCGA-2Y-A9H4-01A
0 years, male, black or african american, stage:Stage I, alive, 1452 days
868.1
TCGA-KR-A7K0-01A
0 years, male, white, stage:Stage I, dead, 65 days
842.1
TCGA-G3-A25T-01A
0 years, female, white, stage:Stage IIIA, alive, 1553 days
798.7
TCGA-ED-A7XO-01A
0 years, male, asian, stage:Stage IIIA, alive, 427 days
795.0
TCGA-DD-AAEB-01A
0 years, male, asian, stage:Stage I, alive, 478 days
781.4
TCGA-WQ-A9G7-01A
0 years, female, white, stage:'--, alive, 30 days
780.9
TCGA-RC-A7SB-01A
0 years, male, asian, stage:Stage II, alive, 588 days
778.5
TCGA-CC-A8HT-01A
0 years, male, asian, stage:Stage IIIA, dead, 140 days
750.6
TCGA-DD-A4NK-01A
0 years, female, white, stage:Stage IIIA, dead, 1210 days
735.1
TCGA-UB-A7MB-01A
0 years, male, white, stage:Stage II, alive, 601 days
732.2
TCGA-5C-A9VH-01A
0 years, male, white, stage:Stage I, alive, 322 days
705.8
TCGA-DD-A73B-01A
0 years, female, white, stage:Stage I, dead, 283 days
667.3
TCGA-DD-AADI-01A
0 years, female, asian, stage:Stage I, alive, 1085 days
665.7
TCGA-DD-A3A7-01A
0 years, male, stage:Stage IIIB, dead, 419 days
657.5
TCGA-BC-A10U-01A
0 years, male, white, stage:'--, dead, 837 days
654.3
TCGA-ZP-A9CY-01A
0 years, female, white, stage:'--, alive, 782 days
649.7
TCGA-DD-AAVU-01A
0 years, male, asian, stage:Stage II, alive, 2202 days
647.0
TCGA-ZP-A9D1-01A
0 years, female, white, stage:'--, alive, 21 days
645.2
TCGA-4R-AA8I-01A
0 years, male, white, stage:Stage II, dead, 262 days
625.5
TCGA-DD-AAVZ-01A
0 years, male, asian, stage:Stage I, alive, 1900 days
615.3
TCGA-BC-A3KG-01A
0 years, female, white, stage:Stage II, alive, 680 days
589.1
TCGA-DD-AAC8-01A
0 years, male, asian, stage:Stage I, dead, 16 days
588.5
TCGA-XR-A8TG-01A
0 years, male, white, stage:Stage I, alive, 898 days
585.7
TCGA-FV-A2QR-01A
0 years, male, white, stage:Stage I, dead, 581 days
563.0
TCGA-DD-AADR-01A
0 years, male, asian, stage:Stage I, alive, 2028 days
556.4
TCGA-UB-AA0U-01A
0 years, male, white, stage:Stage II, alive, 327 days
535.4
TCGA-ZP-A9D4-01A
0 years, female, white, stage:'--, alive, 395 days
528.2
TCGA-XR-A8TD-01A
0 years, female, white, stage:Stage IIIB, alive, 1030 days
507.4
TCGA-DD-A3A5-01A
0 years, female, white, stage:Stage III, dead, 3125 days
502.9
TCGA-5R-AA1D-01A
0 years, female, white, stage:Stage IIIA, alive, 449 days
501.6
TCGA-DD-AACU-01A
0 years, male, asian, stage:Stage I, alive, 1567 days
470.2
TCGA-K7-AAU7-01A
0 years, male, white, stage:Stage II, alive, 359 days
462.6
TCGA-5C-AAPD-01A
0 years, male, asian, stage:Stage II, alive, 20 days
449.8
TCGA-DD-A1EL-01A
0 years, male, black or african american, stage:Stage II, dead, 415 days
449.2
TCGA-DD-A4NI-01A
0 years, male, white, stage:Stage II, alive, 816 days
441.8
TCGA-BW-A5NO-01A
0 years, male, black or african american, stage:Stage IIIA, alive, 20 days
422.2
TCGA-DD-AACQ-01A
0 years, male, asian, stage:Stage II, dead, 432 days
416.3
TCGA-DD-A11B-01A
0 years, male, white, stage:Stage I, dead, 14 days
415.6
TCGA-LG-A6GG-01A
0 years, female, white, stage:Stage II, alive, 387 days
410.8
TCGA-DD-AACN-01A
0 years, male, asian, stage:Stage I, alive, 1302 days
396.1
TCGA-G3-A25S-01A
0 years, male, white, stage:Stage I, dead, 416 days
390.6
TCGA-K7-A5RF-01A
0 years, male, white, stage:Stage I, alive, 631 days
381.1
TCGA-DD-A1EA-01A
0 years, male, asian, stage:Stage II, alive, 2415 days
376.7
TCGA-DD-AAVV-01A
0 years, male, asian, stage:Stage II, alive, 2455 days
375.8
TCGA-HP-A5N0-01A
0 years, female, stage:'--, dead, 752 days
371.2
TCGA-DD-A1EE-01A
0 years, male, white, stage:Stage IIIA, dead, 349 days
361.6
TCGA-FV-A4ZQ-01A
0 years, male, white, stage:Stage I, alive, 12 days
355.7
TCGA-DD-AACY-01A
0 years, male, asian, stage:Stage I, alive, 1450 days
354.2
TCGA-DD-A4NH-01A
0 years, female, white, stage:Stage IIIB, alive, 917 days
346.9
TCGA-G3-A3CG-01A
0 years, male, white, stage:Stage I, alive, 673 days
341.0
TCGA-DD-AADS-01A
0 years, male, asian, stage:Stage I, alive, 474 days
328.8
TCGA-RC-A7SF-01A
0 years, male, asian, stage:Stage I, alive, 579 days
320.9
TCGA-FV-A4ZP-01A
0 years, male, white, stage:Stage IIIA, dead, 2486 days
320.4
TCGA-DD-A4NA-01A
0 years, female, white, stage:Stage IIIC, alive, 1008 days
319.1
TCGA-DD-A116-01A
0 years, male, asian, stage:Stage IIIA, dead, 1622 days
317.8
TCGA-DD-A115-01A
0 years, male, white, stage:Stage IIIA, dead, 2542 days
306.3
TCGA-BC-A10X-01A
0 years, female, white, stage:Stage IIIA, dead, 770 days
301.0
TCGA-DD-A4NV-01A
0 years, male, white, stage:Stage IIIA, alive, 2398 days
295.1
TCGA-DD-A4ND-01A
0 years, female, white, stage:Stage I, alive, 2746 days
293.8
TCGA-2Y-A9HA-01A
0 years, male, white, stage:Stage II, dead, 36 days
287.0
TCGA-CC-A9FW-01A
0 years, male, asian, stage:Stage IIIA, alive, 248 days
286.0
TCGA-DD-AACG-01A
0 years, male, asian, stage:Stage II, dead, 469 days
283.8
TCGA-DD-A39X-01A
0 years, female, white, stage:Stage I, dead, 1694 days
283.2
TCGA-BC-A216-01A
0 years, female, white, stage:Stage IIIA, alive, 1351 days
281.7
TCGA-BC-A10W-01A
0 years, male, asian, stage:'--, dead, 91 days
275.6
TCGA-DD-AACF-01A
0 years, male, asian, stage:Stage I, dead, 365 days
273.8
TCGA-T1-A6J8-01A
0 years, male, white, stage:'--, alive, 23 days
273.5
TCGA-BC-A3KF-01A
0 years, female, white, stage:Stage I, alive, 8 days
268.5
TCGA-G3-A5SL-01A
0 years, male, white, stage:Stage II, alive, 621 days
261.1
TCGA-2Y-A9H9-01A
0 years, male, white, stage:Stage I, alive, 697 days
244.5
TCGA-DD-AAVP-01A
0 years, male, asian, stage:Stage I, alive, 2752 days
243.9
TCGA-DD-AAD1-01A
0 years, female, asian, stage:Stage I, alive, 564 days
243.0
TCGA-ZS-A9CG-01A
0 years, male, white, stage:Stage II, alive, 341 days
242.9
TCGA-DD-A4NJ-01A
0 years, female, white, stage:Stage II, alive, 928 days
242.1
TCGA-2Y-A9HB-01A
0 years, male, stage:Stage I, alive, 260 days
232.7
TCGA-DD-AADL-01A
0 years, male, asian, stage:Stage I, alive, 636 days
229.9
TCGA-KR-A7K2-01A
0 years, male, white, stage:Stage I, alive, 829 days
228.1
TCGA-G3-A25U-01A
0 years, female, asian, stage:Stage I, alive, 1636 days
226.9
TCGA-DD-AAEK-01A
0 years, male, asian, stage:Stage II, alive, 1067 days
212.5
TCGA-EP-A12J-01A
0 years, male, black or african american, stage:Stage I, alive, 570 days
212.0
TCGA-G3-AAV2-01A
0 years, male, white, stage:Stage I, alive, 372 days
210.0
TCGA-2Y-A9GS-01A
0 years, male, white, stage:'--, dead, 724 days
202.8
TCGA-DD-A73F-01A
0 years, female, white, stage:Stage I, alive, 1085 days
202.3
TCGA-DD-AACB-01A
0 years, female, asian, stage:Stage I, alive, 2324 days
200.3
TCGA-DD-AAE7-01A
0 years, male, asian, stage:Stage I, alive, 644 days
199.3
TCGA-G3-AAV0-01A
0 years, male, asian, stage:Stage I, alive, 476 days
198.6
TCGA-ED-A4XI-01A
0 years, male, asian, stage:Stage II, alive, 819 days
197.9
TCGA-DD-AACJ-01A
0 years, male, asian, stage:Stage II, alive, 2102 days
197.3
TCGA-DD-AAD6-01A
0 years, male, asian, stage:Stage IIIA, alive, 672 days
191.9
TCGA-DD-AADP-01A
0 years, male, asian, stage:Stage I, alive, 458 days
185.3
TCGA-MR-A8JO-01A
0 years, male, white, stage:Stage I, alive, 330 days
184.3
TCGA-CC-A3MB-01A
0 years, male, asian, stage:Stage IIIA, dead, 315 days
180.1
TCGA-ZS-A9CF-01A
0 years, male, white, stage:Stage II, alive, 2412 days
177.9
TCGA-DD-AAVQ-01A
0 years, male, asian, stage:Stage I, alive, 2728 days
177.1
TCGA-DD-AAD3-01A
0 years, male, asian, stage:Stage I, alive, 1295 days
164.0
TCGA-2Y-A9H0-01A
0 years, male, white, stage:Stage IIIA, alive, 3675 days
160.3
TCGA-2Y-A9H6-01A
0 years, female, white, stage:Stage I, alive, 357 days
149.0
TCGA-UB-AA0V-01A
0 years, female, white, stage:Stage I, alive, 314 days
148.4
TCGA-CC-A5UC-01A
0 years, male, asian, stage:Stage IIIA, dead, 347 days
143.4
TCGA-DD-A3A2-01A
0 years, female, white, stage:Stage I, dead, 2131 days
135.7
TCGA-BC-A10Y-01A
0 years, male, white, stage:'--, dead, 711 days
131.3
TCGA-DD-A1EC-01A
0 years, female, white, stage:Stage I, alive, 602 days
130.3
TCGA-FV-A496-01A
0 years, female, white, stage:Stage I, alive, 10 days
129.4
TCGA-3K-AAZ8-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 396 days
127.4
TCGA-DD-AAVY-01A
0 years, male, asian, stage:Stage IIIA, alive, 1970 days
125.1
TCGA-ED-A82E-01A
0 years, female, asian, stage:Stage IIIA, alive, 408 days
124.2
TCGA-RG-A7D4-01A
0 years, male, black or african american, stage:Stage II, alive, 1098 days
122.2
TCGA-DD-AAEH-01A
0 years, male, asian, stage:Stage I, alive, 784 days
120.7
TCGA-DD-AAE1-01A
0 years, male, asian, stage:Stage I, alive, 552 days
119.1
TCGA-ZS-A9CE-01A
0 years, female, white, stage:Stage II, alive, 1241 days
115.8
TCGA-BC-A8YO-01A
0 years, female, white, stage:Stage IIIC, alive, 562 days
114.5
TCGA-DD-A11D-01A
0 years, female, white, stage:Stage I, dead, 1560 days
112.1
TCGA-MI-A75H-01A
0 years, male, white, stage:'--, alive, 747 days
111.8
TCGA-FV-A495-01A
0 years, female, white, stage:Stage II, alive, 1 days
106.3
TCGA-DD-AAW1-01A
0 years, male, asian, stage:Stage IIIA, alive, 1989 days
99.3
TCGA-DD-AA3A-01A
0 years, female, white, stage:Stage I, dead, 410 days
98.1
TCGA-G3-AAV7-01A
0 years, male, asian, stage:Stage II, alive, 361 days
97.4
TCGA-DD-A3A8-01A
0 years, male, white, stage:Stage II, dead, 11 days
97.3
TCGA-BD-A2L6-01A
0 years, male, white, stage:'--, alive, 1363 days
96.4
TCGA-DD-AACX-01A
0 years, male, asian, stage:Stage II, alive, 170 days
96.4
TCGA-ED-A8O6-01A
0 years, female, asian, stage:Stage IIIA, dead, 56 days
95.9
TCGA-NI-A8LF-01A
0 years, male, white, stage:Stage I, alive, 799 days
91.2
TCGA-FV-A3I1-01A
0 years, female, white, stage:Stage II, dead, 247 days
89.4
TCGA-CC-5259-01A
0 years, female, asian, stage:Stage IIIC, alive, 250 days
88.9
TCGA-BC-A217-01A
0 years, female, white, stage:Stage II, dead, 1397 days
87.1
TCGA-CC-A5UD-01A
0 years, male, asian, stage:Stage IIIA, dead, 304 days
85.8
TCGA-G3-A6UC-01A
0 years, male, white, stage:Stage IIIB, alive, 671 days
82.0
TCGA-DD-A1EI-01A
0 years, male, asian, stage:Stage I, alive, 183 days
80.8
TCGA-DD-A73G-01A
0 years, female, white, stage:Stage I, alive, 3478 days
79.7
TCGA-G3-A3CH-01A
0 years, male, asian, stage:Stage IIIA, alive, 780 days
78.0
TCGA-G3-A5SJ-01A
0 years, male, white, stage:Stage I, alive, 698 days
77.8
TCGA-DD-A73A-01A
0 years, male, white, stage:Stage I, alive, 728 days
76.4
TCGA-G3-A7M5-01A
0 years, male, asian, stage:Stage I, alive, 447 days
72.3
TCGA-DD-AAD0-01A
0 years, female, asian, stage:Stage I, alive, 137 days
69.8
TCGA-DD-AAE0-01A
0 years, female, asian, stage:Stage IIIA, alive, 555 days
66.9
TCGA-DD-AAEA-01A
0 years, male, asian, stage:Stage I, alive, 575 days
64.2
TCGA-DD-AADV-01A
0 years, male, asian, stage:Stage I, alive, 574 days
63.9
TCGA-DD-AACL-01A
0 years, female, asian, stage:Stage I, dead, 107 days
63.7
TCGA-MI-A75G-01A
0 years, male, white, stage:Stage II, alive, 698 days
63.7
TCGA-DD-A1EJ-01A
0 years, female, white, stage:Stage IIIC, dead, 1005 days
62.9
TCGA-CC-A7IL-01A
0 years, male, asian, stage:Stage IIIA, dead, 278 days
62.1
TCGA-CC-A7IH-01A
0 years, male, asian, stage:Stage IIIA, alive, 365 days
61.5
TCGA-BC-A10T-01A
0 years, male, white, stage:'--, dead, 837 days
61.0
TCGA-DD-A1EB-01A
0 years, female, stage:Stage I, alive, 2017 days
60.5
TCGA-DD-A4NS-01A
0 years, female, white, stage:Stage I, dead, 2456 days
59.8
TCGA-G3-A7M9-01A
0 years, male, white, stage:Stage IIIB, dead, 56 days
58.9
TCGA-ED-A7XP-01A
0 years, female, asian, stage:Stage II, alive, 400 days
58.4
TCGA-DD-A39Y-01A
0 years, male, asian, stage:Stage I, dead, 171 days
56.2
TCGA-G3-A25Y-01A
0 years, female, asian, stage:Stage I, dead, 452 days
56.1
TCGA-ZP-A9D0-01A
0 years, female, black or african american, stage:'--, alive, 1091 days
52.2
TCGA-EP-A2KB-01A
0 years, female, white, stage:Stage I, dead, 596 days
51.9
TCGA-DD-AACO-01A
0 years, male, asian, stage:Stage I, alive, 1876 days
45.7
TCGA-G3-A7M6-01A
0 years, female, white, stage:Stage I, alive, 632 days
45.6
TCGA-DD-AAE3-01A
0 years, male, asian, stage:Stage I, alive, 566 days
45.2
TCGA-BC-A10R-01A
0 years, female, white, stage:'--, dead, 308 days
44.7
TCGA-DD-AAVW-01A
0 years, male, asian, stage:Stage I, alive, 2317 days
43.7
TCGA-DD-AADO-01A
0 years, male, asian, stage:Stage I, alive, 453 days
41.8
TCGA-UB-A7ME-01A
0 years, male, asian, stage:Stage I, alive, 486 days
41.6
TCGA-CC-A3MA-01A
0 years, male, asian, stage:Stage IIIA, dead, 303 days
41.1
TCGA-DD-AACZ-01A
0 years, female, asian, stage:Stage I, dead, 171 days
40.9
TCGA-DD-AADU-01A
0 years, male, asian, stage:Stage II, alive, 554 days
40.1
TCGA-G3-A5SI-01A
0 years, male, asian, stage:Stage II, dead, 768 days
39.8
TCGA-2Y-A9H8-01A
0 years, female, white, stage:'--, dead, 633 days
39.4
TCGA-DD-AADN-01A
0 years, male, asian, stage:Stage I, alive, 898 days
39.0
TCGA-DD-AACV-01A
0 years, male, asian, stage:Stage I, alive, 1531 days
38.2
TCGA-DD-AADC-01A
0 years, male, asian, stage:Stage I, dead, 425 days
38.1
TCGA-DD-AADJ-01A
0 years, female, asian, stage:Stage I, alive, 1066 days
36.7
TCGA-ZP-A9CZ-01A
0 years, male, asian, stage:'--, alive, 706 days
36.6
TCGA-WX-AA46-01A
0 years, male, white, stage:Stage II, alive, 756 days
36.3
TCGA-CC-5264-01A
0 years, male, asian, stage:Stage IIIA, dead, 102 days
36.2
TCGA-DD-A73D-01A
0 years, female, white, stage:Stage II, alive, 693 days
35.0
TCGA-DD-AAEE-01A
0 years, male, asian, stage:Stage I, alive, 810 days
34.0
TCGA-WX-AA44-01A
0 years, female, white, stage:Stage I, alive, 615 days
33.2
TCGA-XR-A8TF-01A
0 years, male, white, stage:Stage I, dead, 693 days
32.6
TCGA-BC-A10Z-01A
0 years, female, white, stage:Stage I, dead, 34 days
31.3
TCGA-XR-A8TC-01A
0 years, female, white, stage:Stage I, alive, 1339 days
29.5
TCGA-CC-A8HU-01A
0 years, female, asian, stage:Stage IIIA, dead, 344 days
29.0
TCGA-DD-A114-01A
0 years, male, black or african american, stage:Stage II, dead, 1149 days
29.0
TCGA-DD-AACP-01A
0 years, male, asian, stage:Stage I, alive, 415 days
28.9
TCGA-DD-AACW-01A
0 years, male, asian, stage:Stage I, alive, 1424 days
28.1
TCGA-DD-AADA-01A
0 years, female, asian, stage:Stage I, alive, 1233 days
28.1
TCGA-CC-5258-01A
0 years, male, asian, stage:Stage II, dead, 129 days
25.8
TCGA-DD-A3A4-01A
0 years, male, white, stage:Stage IIIA, dead, 612 days
25.6
TCGA-RC-A6M4-01A
0 years, female, white, stage:Stage IIIA, alive, 22 days
25.4
TCGA-UB-A7MC-01A
0 years, male, white, stage:Stage IIIA, alive, 500 days
25.0
TCGA-MI-A75C-01A
0 years, male, white, stage:Stage I, alive, 291 days
23.6
TCGA-DD-A3A6-01A
0 years, female, white, stage:Stage II, dead, 3258 days
23.2
TCGA-DD-AACE-01A
0 years, male, asian, stage:Stage I, alive, 2184 days
22.8
TCGA-UB-A7MF-01A
0 years, male, white, stage:Stage IIIA, dead, 214 days
22.6
TCGA-G3-AAV1-01A
0 years, male, asian, stage:Stage IIIC, dead, 359 days
21.5
TCGA-BC-A69H-01A
0 years, male, white, stage:Stage II, alive, 444 days
20.6
TCGA-ZP-A9D2-01A
0 years, male, white, stage:'--, dead, 765 days
20.3
TCGA-DD-AADG-01A
0 years, male, asian, stage:Stage IIIA, alive, 1145 days
20.0
TCGA-2Y-A9H5-01A
0 years, female, white, stage:Stage I, dead, 555 days
19.8
TCGA-DD-AACH-01A
0 years, male, asian, stage:Stage II, dead, 195 days
19.5
TCGA-G3-A25X-01A
0 years, male, asian, stage:Stage II, alive, 1779 days
19.4
TCGA-G3-AAV5-01A
0 years, male, white, stage:Stage II, alive, 354 days
18.5
TCGA-CC-A123-01A
0 years, female, asian, stage:Stage IIIA, alive, 219 days
17.5
TCGA-RC-A7SH-01A
0 years, male, asian, stage:Stage II, alive, 468 days
17.4
TCGA-FV-A3R3-01A
0 years, female, white, stage:Stage I, dead, 366 days
15.9
TCGA-DD-AAW3-01A
0 years, male, asian, stage:Stage I, alive, 1633 days
15.7
TCGA-DD-AACS-01A
0 years, male, asian, stage:Stage I, alive, 1804 days
15.5
TCGA-DD-A4NF-01A
0 years, male, white, stage:Stage I, alive, 942 days
14.2
TCGA-CC-5261-01A
0 years, male, asian, stage:Stage II, dead, 97 days
14.1
TCGA-2Y-A9H3-01A
0 years, male, white, stage:Stage II, alive, 1516 days
14.0
TCGA-EP-A2KA-01A
0 years, female, white, stage:Stage IIIA, dead, 627 days
13.4
TCGA-CC-A8HV-01A
0 years, female, asian, stage:Stage II, dead, 279 days
12.0
TCGA-DD-AADB-01A
0 years, male, asian, stage:Stage I, alive, 1242 days
11.4
TCGA-LG-A9QC-01A
0 years, male, white, stage:Stage I, alive, 425 days
11.3
TCGA-DD-AACA-01A
0 years, male, asian, stage:Stage I, alive, 2301 days
11.2
TCGA-DD-AAW2-01A
0 years, male, asian, stage:Stage I, alive, 1855 days
10.4
TCGA-RC-A7S9-01A
0 years, female, asian, stage:Stage I, alive, 640 days
10.2
TCGA-CC-A7IG-01A
0 years, male, asian, stage:Stage II, dead, 299 days
9.2
TCGA-DD-AAVS-01A
0 years, male, asian, stage:Stage I, alive, 1823 days
8.9
TCGA-CC-A7IF-01A
0 years, male, asian, stage:Stage IIIA, dead, 649 days
8.9
TCGA-EP-A26S-01A
0 years, male, white, stage:Stage I, alive, 608 days
8.8
TCGA-ED-A66X-01A
0 years, male, asian, stage:Stage IIIA, alive, 406 days
8.7
TCGA-DD-AAED-01A
0 years, male, asian, stage:Stage I, alive, 763 days
8.6
TCGA-2Y-A9GU-01A
0 years, female, white, stage:Stage I, alive, 1939 days
8.5
TCGA-DD-A113-01A
0 years, female, white, stage:Stage II, alive, 2425 days
7.8
TCGA-5C-A9VG-01A
0 years, male, white, stage:Stage II, alive, 328 days
7.1
TCGA-DD-AADW-01A
0 years, male, asian, stage:Stage I, alive, 587 days
7.1
TCGA-DD-AADD-01A
0 years, male, asian, stage:Stage I, alive, 1231 days
7.0
TCGA-DD-A73E-01A
0 years, male, white, stage:Stage I, alive, 44 days
6.9
TCGA-DD-A4NN-01A
0 years, female, white, stage:Stage I, dead, 899 days
6.5
TCGA-ED-A7PY-01A
0 years, female, asian, stage:Stage II, alive, 390 days
6.4
TCGA-CC-A7IE-01A
0 years, male, asian, stage:Stage IIIA, dead, 217 days
6.3
TCGA-G3-AAV6-01A
0 years, female, white, stage:Stage IIIA, dead, 65 days
6.0
TCGA-CC-5263-01A
0 years, male, asian, stage:Stage IIIA, dead, 129 days
5.7
TCGA-FV-A23B-01A
0 years, female, white, stage:Stage II, dead, 1852 days
5.6
TCGA-2Y-A9H7-01A
0 years, female, white, stage:Stage I, alive, 1168 days
5.0
TCGA-BC-A112-01A
0 years, male, white, stage:'--, dead, 153 days
4.4
TCGA-FV-A3I0-01A
0 years, female, white, stage:Stage II, alive, 848 days
4.3
TCGA-RC-A7SK-01A
0 years, male, asian, stage:Stage I, alive, 472 days
4.1
TCGA-DD-AAE6-01A
0 years, female, asian, stage:Stage I, alive, 141 days
3.9
TCGA-DD-A1EF-01A
0 years, female, white, stage:Stage I, dead, 394 days
3.7
TCGA-RC-A6M6-01A
0 years, male, white, stage:Stage II, alive, 9 days
3.1
TCGA-DD-A39Z-01A
0 years, female, stage:Stage II, dead, 601 days
2.7
TCGA-ED-A7PX-01A
0 years, female, asian, stage:Stage II, alive, 6 days
2.6
TCGA-ED-A7PZ-01A
0 years, male, asian, stage:Stage II, alive, 6 days
2.6
TCGA-CC-A3M9-01A
0 years, male, asian, stage:Stage IIIA, dead, 300 days
2.2
TCGA-XR-A8TE-01A
0 years, male, white, stage:Stage IIIA, alive, 925 days
2.2
TCGA-DD-A1EH-01A
0 years, male, white, stage:Stage III, alive, 1495 days
2.1
TCGA-CC-A8HS-01A
0 years, male, asian, stage:Stage IIIC, dead, 300 days
2.1
TCGA-CC-5260-01A
0 years, female, asian, stage:Stage IIIC, dead, 87 days
2.0
TCGA-BC-A5W4-01A
0 years, male, white, stage:Stage IIIA, dead, 547 days
1.9
TCGA-CC-A7II-01A
0 years, male, asian, stage:Stage IIIA, alive, 399 days
1.5
TCGA-DD-A39W-01A
0 years, female, white, stage:Stage III, dead, 827 days
1.2
TCGA-2Y-A9GY-01A
0 years, female, white, stage:Stage II, dead, 757 days
1.2
TCGA-CC-A5UE-01A
0 years, male, asian, stage:Stage IIIB, dead, 272 days
1.1
TCGA-CC-A7IK-01A
0 years, male, asian, stage:Stage IIIA, dead, 262 days
0.8
TCGA-BC-A10Q-01A
0 years, female, white, stage:'--, dead, 1135 days
0.7
TCGA-ED-A8O5-01A
0 years, female, asian, stage:Stage IIIA, alive, 406 days
0.5
TCGA-ED-A5KG-01A
0 years, female, asian, stage:Stage II, alive, 854 days
0.4
TCGA-UB-A7MA-01A
0 years, female, white, stage:Stage II, alive, 848 days
0.4
TCGA-DD-A3A9-01A
0 years, female, white, stage:Stage IVB, dead, 931 days
0.4
TCGA-DD-AADY-01A
0 years, female, asian, stage:Stage I, alive, 555 days
0.3
TCGA-DD-A118-01A
0 years, female, white, stage:Stage II, alive, 3437 days
0.3
TCGA-ED-A66Y-01A
0 years, female, asian, stage:Stage IIIA, dead, 296 days
0.2
TCGA-CC-A7IJ-01A
0 years, male, asian, stage:Stage II, alive, 382 days
0.1
TCGA-G3-AAV4-01A
0 years, female, white, stage:Stage I, dead, 27 days
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
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SAA1 is potential prognostic, high expression is favorable in Liver Hepatocellular Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
1108.6
Number of samples
231
Samples
Sample
Description
TPM
DO48716
0 years, male, NA, stage:2, alive, 720 days
19302.0
DO50819
0 years, female, NA, stage:2, alive, 510 days
17004.5
DO50805
0 years, male, NA, stage:2, alive, 690 days
10439.5
DO50845
0 years, male, NA, stage:3, alive, 210 days
9506.2
DO23544
0 years, male, NA, stage:2, alive, 960 days
9358.3
DO45094
0 years, male, NA, stage:3, alive, 1650 days
9086.7
DO45125
0 years, male, NA, stage:3, alive, 1680 days
8880.3
DO45109
0 years, male, NA, stage:2, alive, 1590 days
8760.0
DO48700
0 years, female, NA, stage:2, alive, 810 days
8263.4
DO23518
0 years, male, NA, stage:2, alive, 1320 days
8042.3
DO23551
0 years, male, NA, stage:3, dead, 150 days
6395.9
DO45141
0 years, male, NA, stage:2, alive, 1320 days
6016.3
DO45143
0 years, male, NA, stage:3, alive, 1290 days
5944.0
DO45195
0 years, male, NA, stage:1, alive, 390 days
5796.9
DO45091
0 years, male, NA, stage:2, dead, 1320 days
5158.2
DO227801
0 years, female, NA, stage:1, alive, 660 days
5015.1
DO45257
0 years, male, NA, stage:3, alive, 810 days
4917.9
DO45215
0 years, male, NA, stage:2, alive, 1170 days
4591.8
DO45095
0 years, male, NA, stage:2, alive, 1620 days
4424.0
DO48733
0 years, male, NA, stage:2, alive, 600 days
4071.0
DO50776
0 years, male, NA, stage:1, alive, 690 days
3957.1
DO48704
0 years, female, NA, stage:3, alive, 750 days
3700.7
DO45103
0 years, male, NA, stage:3, alive, 450 days
3537.2
DO45135
0 years, male, NA, stage:1, alive, 1410 days
3530.2
DO48693
0 years, male, NA, stage:2, alive, 900 days
3336.6
DO50800
0 years, male, NA, stage:2, alive, 510 days
2857.0
DO45153
0 years, female, NA, stage:2, alive, 1380 days
2834.2
DO45139
0 years, male, NA, stage:3, alive, 1320 days
2717.7
DO45157
0 years, male, NA, stage:2, alive, 1980 days
2668.1
DO50774
0 years, female, NA, stage:2, alive, 720 days
2374.2
DO48742
0 years, male, NA, stage:2, alive, 600 days
2295.5
DO50798
0 years, male, NA, stage:3, dead, 30 days
2269.5
DO45177
0 years, female, NA, stage:3, alive, 1260 days
2189.3
DO23547
0 years, male, NA, stage:1, alive, 1020 days
2045.2
DO23510
0 years, female, NA, stage:2, alive, 870 days
2007.5
DO23525
0 years, male, NA, stage:4, alive, 1050 days
1985.3
DO23541
0 years, male, NA, stage:2, alive, 930 days
1919.2
DO45167
0 years, male, NA, stage:2, dead, 1440 days
1823.8
DO48701
0 years, male, NA, stage:2, alive, 780 days
1623.8
DO23549
0 years, male, NA, stage:3, alive, 990 days
1581.1
DO23527
0 years, male, NA, stage:1, alive, 1050 days
1379.8
DO45263
0 years, male, NA, stage:3, dead, 270 days
1356.5
DO50791
0 years, female, NA, stage:1, dead, 480 days
1312.6
DO45249
0 years, male, NA, stage:1, alive, 630 days
1264.8
DO48679
0 years, male, NA, stage:2, alive, 1200 days
1250.5
DO45239
0 years, male, NA, stage:2, alive, 870 days
1073.9
DO227643
0 years, male, NA, stage:2, alive, 1260 days
1067.5
DO48725
0 years, male, NA, stage:1, alive, 780 days
1054.5
DO45092
0 years, male, NA, stage:4, dead, 1200 days
956.6
DO48728
0 years, female, NA, stage:2, alive, 150 days
955.3
DO45229
0 years, male, NA, stage:1, alive, 990 days
925.4
DO50787
0 years, male, NA, stage:3, alive, 480 days
757.2
DO45169
0 years, male, NA, stage:3, alive, 1350 days
746.4
DO45111
0 years, male, NA, stage:2, alive, 1590 days
742.9
DO45301
0 years, male, NA, stage:2, dead, 1440 days
731.8
DO50813
0 years, male, NA, stage:2, alive, 420 days
729.4
DO45235
0 years, female, NA, stage:1, alive, 900 days
702.7
DO45273
0 years, male, NA, stage:2, alive, 480 days
659.0
DO23535
0 years, male, NA, stage:1, alive, 960 days
608.7
DO48741
0 years, male, NA, stage:3, alive, 240 days
608.0
DO23543
0 years, male, NA, stage:2, alive, 1020 days
606.8
DO50822
0 years, male, NA, stage:2, alive, 510 days
606.0
DO45175
0 years, male, NA, stage:2, alive, 1140 days
581.8
DO23511
0 years, female, NA, stage:3, dead, 180 days
568.9
DO48672
0 years, male, NA, stage:2, alive, 450 days
553.8
DO45179
0 years, female, NA, stage:2, alive, 600 days
547.4
DO45211
0 years, male, NA, stage:3, alive, 240 days
538.5
DO45129
0 years, male, NA, stage:3, alive, 1470 days
535.7
DO23542
0 years, male, NA, stage:3, alive, 960 days
535.6
DO50840
0 years, male, NA, stage:2, alive, 330 days
533.9
DO23514
0 years, male, NA, stage:2, alive, 1290 days
513.3
DO45099
0 years, male, NA, stage:3, alive, 1590 days
503.0
DO50816
0 years, male, NA, stage:2, alive, 390 days
487.1
DO45231
0 years, male, NA, stage:2, alive, 930 days
475.5
DO48747
0 years, male, NA, stage:3, alive, 540 days
473.4
DO45207
0 years, male, NA, stage:1, alive, 1050 days
470.2
DO50832
0 years, male, NA, stage:3, alive, 90 days
460.1
DO45101
0 years, male, NA, stage:2, alive, 1680 days
457.6
DO45199
0 years, female, NA, stage:2, alive, 1350 days
431.9
DO50825
0 years, male, NA, stage:2, alive, 390 days
424.4
DO48761
0 years, male, NA, stage:2, alive, 870 days
413.0
DO45191
0 years, female, NA, stage:2, alive, 1200 days
391.8
DO45201
0 years, male, NA, stage:1, alive, 900 days
369.9
DO50850
0 years, male, NA, stage:3, alive, 720 days
344.2
DO48723
0 years, male, NA, stage:1, alive, 600 days
330.3
DO23546
0 years, male, NA, stage:2, alive, 1050 days
328.7
DO45221
0 years, female, NA, stage:4, dead, 390 days
328.0
DO45281
0 years, male, NA, stage:4, alive, 750 days
316.4
DO45223
0 years, male, NA, stage:4, alive, 1020 days
315.3
DO45155
0 years, male, NA, stage:2, alive, 2160 days
302.6
DO45149
0 years, female, NA, stage:2, alive, 1260 days
301.5
DO45119
0 years, male, NA, stage:3, dead, 510 days
301.5
DO23509
0 years, male, NA, stage:3, dead, 780 days
296.1
DO45117
0 years, female, NA, stage:2, dead, 1110 days
290.1
DO50809
0 years, male, NA, stage:3, dead, 720 days
287.8
DO45241
0 years, male, NA, stage:1, alive, 1080 days
285.9
DO50807
0 years, male, NA, stage:1, alive, 540 days
277.5
DO23513
0 years, male, NA, stage:3, alive, 1200 days
266.0
DO45285
0 years, male, NA, stage:3, alive, 480 days
252.0
DO45115
0 years, male, NA, stage:2, alive, 840 days
243.6
DO45165
0 years, male, NA, stage:2, alive, 690 days
240.8
DO45225
0 years, male, NA, stage:1, alive, 1050 days
237.4
DO48737
0 years, male, NA, stage:1, alive, 720 days
237.1
DO45261
0 years, male, NA, stage:3, alive, 990 days
210.1
DO45213
0 years, male, NA, stage:1, alive, 1200 days
204.0
DO50806
0 years, male, NA, stage:4, alive, 540 days
201.0
DO48720
0 years, female, NA, stage:2, alive, 570 days
200.6
DO45171
0 years, male, NA, stage:3, alive, 600 days
197.4
DO50802
0 years, male, NA, stage:2, alive, 930 days
187.4
DO50818
0 years, male, NA, stage:2, alive, 510 days
186.8
DO45197
0 years, male, NA, stage:2, alive, 1170 days
185.2
DO50859
0 years, male, NA, stage:2, alive, 180 days
184.7
DO23517
0 years, male, NA, stage:2, alive, 1200 days
183.8
DO50811
0 years, male, NA, stage:1, alive, 450 days
177.9
DO48674
0 years, male, NA, stage:2, alive, 1260 days
176.9
DO23512
0 years, male, NA, stage:1, alive, 1260 days
172.6
DO45161
0 years, male, NA, stage:2, dead, 540 days
166.1
DO45159
0 years, male, NA, stage:3, alive, 1470 days
161.0
DO45305
0 years, male, NA, stage:4, alive, 300 days
160.7
DO48712
0 years, male, NA, stage:2, alive, 810 days
160.2
DO45113
0 years, male, NA, stage:3, alive, 1560 days
158.4
DO45173
0 years, male, NA, stage:3, alive, 1170 days
157.6
DO48743
0 years, female, NA, stage:2, alive, 570 days
154.7
DO23530
0 years, male, NA, stage:4, dead, 180 days
154.0
DO45255
0 years, male, NA, stage:3, alive, 720 days
152.0
DO23533
0 years, male, NA, stage:2, alive, 900 days
149.4
DO45277
0 years, male, NA, stage:3, alive, 600 days
148.2
DO23548
0 years, female, NA, stage:1, alive, 840 days
135.7
DO45233
0 years, male, NA, stage:3, alive, 900 days
130.9
DO45181
0 years, female, NA, stage:2, alive, 1200 days
129.1
DO23532
0 years, female, NA, stage:1, alive, 960 days
123.2
DO48759
0 years, male, NA, stage:3, alive, 720 days
117.4
DO45265
0 years, male, NA, stage:3, alive, 1020 days
105.9
DO45243
0 years, female, NA, stage:3, alive, 930 days
102.5
DO23524
0 years, female, NA, stage:2, alive, 1050 days
98.4
DO45123
0 years, female, NA, stage:2, dead, 570 days
97.0
DO23539
0 years, male, NA, stage:1, alive, 1110 days
90.9
DO23540
0 years, male, NA, stage:1, alive, 750 days
85.1
DO50857
0 years, male, NA, stage:2, alive, 210 days
81.9
DO45251
0 years, female, NA, stage:2, alive, 900 days
81.7
DO50803
0 years, female, NA, stage:1, alive, 540 days
79.7
DO50829
0 years, male, NA, stage:3, alive, 570 days
78.6
DO45131
0 years, male, NA, stage:4, dead, 360 days
78.5
DO48736
0 years, female, NA, stage:1, alive, 600 days
68.6
DO45185
0 years, male, NA, stage:2, alive, 600 days
67.3
DO45227
0 years, female, NA, stage:2, alive, 1020 days
67.3
DO50820
0 years, female, NA, stage:3, alive, 510 days
66.7
DO48697
0 years, female, NA, stage:2, dead, 810 days
63.7
DO23531
0 years, female, NA, stage:3, alive, 900 days
61.9
DO48732
0 years, male, NA, stage:3, alive, 630 days
60.1
DO48730
0 years, female, NA, stage:2, alive, 630 days
58.9
DO45121
0 years, male, NA, stage:3, alive, 1530 days
54.3
DO45107
0 years, female, NA, stage:2, alive, 1710 days
52.2
DO23526
0 years, male, NA, stage:3, alive, 1050 days
51.8
DO45267
0 years, male, NA, stage:3, dead, 570 days
46.3
DO23545
0 years, male, NA, stage:2, dead, 570 days
45.7
DO45105
0 years, male, NA, stage:1, alive, 1680 days
45.2
DO45307
0 years, female, NA, stage:4, dead, 240 days
41.3
DO23536
0 years, male, NA, stage:2, alive, 930 days
40.8
DO50808
0 years, male, NA, stage:2, alive, 570 days
40.6
DO23552
0 years, female, NA, stage:1, alive, 810 days
40.3
DO50855
0 years, male, NA, stage:2, alive, 570 days
38.8
DO48706
0 years, male, NA, stage:2, alive, 870 days
35.3
DO23519
0 years, male, NA, stage:3, alive, 630 days
35.2
DO48717
0 years, male, NA, stage:4, dead, 180 days
35.1
DO45097
0 years, male, NA, stage:3, alive, 1620 days
34.9
DO45203
0 years, female, NA, stage:2, alive, 1170 days
34.8
DO45217
0 years, female, NA, stage:3, dead, 270 days
33.7
DO23550
0 years, male, NA, stage:1, alive, 990 days
31.2
DO50817
0 years, male, NA, stage:2, alive, 390 days
30.8
DO23515
0 years, male, NA, stage:2, alive, 1230 days
30.2
DO45283
0 years, male, NA, stage:3, alive, 510 days
29.7
DO45287
0 years, male, NA, stage:1, alive, 390 days
27.9
DO48760
0 years, female, NA, stage:2, alive, 690 days
27.6
DO45275
0 years, male, NA, stage:3, dead, 10 days
26.2
DO50789
0 years, female, NA, stage:2, alive, 570 days
24.3
DO45247
0 years, female, NA, stage:2, alive, 210 days
22.3
DO45219
0 years, male, NA, stage:2, alive, 1080 days
22.1
DO48721
0 years, female, NA, stage:1, alive, 900 days
22.0
DO50804
0 years, male, NA, stage:2, alive, 720 days
21.6
DO45133
0 years, male, NA, stage:3, dead, 660 days
21.0
DO45163
0 years, male, NA, stage:2, alive, 960 days
19.1
DO50799
0 years, female, NA, stage:2, alive, 540 days
18.7
DO50839
0 years, female, NA, stage:3, alive, 330 days
18.4
DO45183
0 years, female, NA, stage:2, dead, 570 days
18.4
DO48715
0 years, female, NA, stage:2, dead, 690 days
17.7
DO45245
0 years, female, NA, stage:2, dead, 240 days
17.3
DO45137
0 years, male, NA, stage:1, alive, 1320 days
16.8
DO23508
0 years, female, NA, stage:2, alive, 390 days
16.1
DO45253
0 years, male, NA, stage:2, alive, 870 days
14.2
DO23534
0 years, male, NA, stage:2, alive, 840 days
13.6
DO23537
0 years, male, NA, stage:2, dead, 900 days
13.0
DO23523
0 years, male, NA, stage:3, alive, 1080 days
12.4
DO50778
0 years, male, NA, stage:4, alive, 630 days
11.5
DO45096
0 years, male, NA, stage:2, dead, 1290 days
11.4
DO45093
0 years, male, NA, stage:2, dead, 720 days
11.2
DO48746
0 years, male, NA, stage:3, alive, 570 days
10.2
DO45279
0 years, male, NA, stage:3, alive, 1290 days
9.0
DO23529
0 years, male, NA, stage:4, alive, 930 days
8.8
DO23538
0 years, male, NA, stage:2, alive, 450 days
8.7
DO45297
0 years, female, NA, stage:4, dead, 1260 days
8.4
DO48719
0 years, male, NA, stage:2, alive, 690 days
7.8
DO48727
0 years, female, NA, stage:2, dead, 390 days
7.8
DO48695
0 years, male, NA, stage:2, alive, 720 days
7.2
DO45237
0 years, male, NA, stage:2, alive, 900 days
6.4
DO50793
0 years, male, NA, stage:4, alive, 540 days
5.9
DO45269
0 years, male, NA, stage:3, alive, 750 days
4.3
DO50814
0 years, male, NA, stage:3, alive, 420 days
4.2
DO45145
0 years, male, NA, stage:3, dead, 60 days
3.8
DO45187
0 years, female, NA, stage:1, alive, 1260 days
3.3
DO45205
0 years, female, NA, stage:2, dead, 90 days
3.1
DO23521
0 years, male, NA, stage:3, alive, 1110 days
2.9
DO48682
0 years, female, NA, stage:3, dead, 120 days
2.5
DO23516
0 years, male, NA, stage:3, dead, 20 days
2.5
DO48677
0 years, male, NA, stage:3, alive, 1140 days
2.2
DO50815
0 years, male, NA, stage:3, alive, 150 days
2.2
DO50783
0 years, male, NA, stage:3, alive, 480 days
2.0
DO45127
0 years, male, NA, stage:3, dead, 420 days
1.9
DO45303
0 years, female, NA, stage:3, alive, 990 days
1.7
DO48757
0 years, female, NA, stage:3, alive, 480 days
1.7
DO50844
0 years, male, NA, stage:4, alive, 300 days
1.3
DO45259
0 years, male, NA, stage:3, alive, 330 days
1.3
DO45189
0 years, female, NA, stage:2, alive, 1200 days
1.3
DO48751
0 years, male, NA, stage:2, dead, 480 days
1.0
DO48681
0 years, male, NA, stage:2, alive, 900 days
0.9
DO50785
0 years, male, NA, stage:4, dead, 90 days
0.9
DO45193
0 years, female, NA, stage:4, dead, 120 days
0.8
DO45299
0 years, female, NA, stage:1, alive, 1440 days
0.7
DO45289
0 years, female, NA, stage:3, alive, 360 days
0.7
DO45209
0 years, male, NA, stage:4, alive, 1350 days
0.7
DO23528
0 years, female, NA, stage:2, alive, 1020 days
0.6
Show allShow less
LIVER HEPATOCELLULAR CARCINOMA - Protein relative expression (CPTAC)
Number of samples
330
Samples
Sample ID
Sample type
nRPX
937
Tumor
3.2
526
Normal
2.8
327
Tumor
2.7
145
Tumor
2.4
218
Normal
2.3
981
Tumor
2.3
286
Normal
2.3
113
Tumor
2.1
422
Normal
2.0
353
Tumor
2.0
536
Normal
1.9
396
Normal
1.8
195
Tumor
1.7
395
Tumor
1.7
557
Tumor
1.7
217
Tumor
1.7
467
Tumor
1.7
686
Normal
1.6
368
Normal
1.6
228
Normal
1.6
392
Normal
1.5
728
Normal
1.5
446
Normal
1.4
696
Normal
1.3
1015
Tumor
1.3
391
Tumor
1.2
642
Normal
1.1
352
Normal
1.0
187
Tumor
1.0
525
Tumor
1.0
857
Tumor
1.0
191
Tumor
0.9
141
Tumor
0.8
535
Tumor
0.7
1044
Normal
0.7
558
Normal
0.7
665
Tumor
0.6
851
Tumor
0.6
685
Tumor
0.5
938
Normal
0.5
723
Tumor
0.4
1043
Tumor
0.4
421
Tumor
0.4
672
Normal
0.4
498
Normal
0.3
861
Tumor
0.2
223
Tumor
0.2
524
Normal
0.1
375
Tumor
0.1
978
Normal
0.1
514
Normal
0.1
513
Tumor
0.1
447
Tumor
0.1
1026
Normal
0.0
365
Tumor
0.0
755
Tumor
0.0
222
Normal
-0.1
913
Tumor
-0.1
426
Normal
-0.1
351
Tumor
-0.1
192
Normal
-0.1
451
Tumor
-0.1
568
Normal
-0.1
488
Normal
-0.1
615
Tumor
-0.1
984
Normal
-0.2
344
Normal
-0.2
214
Normal
-0.2
376
Normal
-0.2
487
Tumor
-0.2
196
Normal
-0.2
866
Normal
-0.2
262
Normal
-0.3
574
Normal
-0.3
257
Tumor
-0.3
261
Tumor
-0.3
227
Tumor
-0.3
1016
Normal
-0.3
722
Normal
-0.4
721
Tumor
-0.4
267
Tumor
-0.4
494
Normal
-0.4
491
Tumor
-0.4
636
Normal
-0.4
982
Normal
-0.4
224
Normal
-0.4
727
Tumor
-0.5
221
Tumor
-0.5
328
Normal
-0.5
332
Normal
-0.5
627
Tumor
-0.5
492
Normal
-0.5
523
Tumor
-0.5
444
Normal
-0.5
342
Normal
-0.5
213
Tumor
-0.6
1046
Normal
-0.6
428
Normal
-0.6
388
Normal
-0.6
518
Normal
-0.6
873
Tumor
-0.6
114
Normal
-0.6
414
Normal
-0.6
124
Normal
-0.6
354
Normal
-0.6
867
Tumor
-0.6
714
Normal
-0.6
515
Tumor
-0.6
573
Tumor
-0.6
468
Normal
-0.6
423
Tumor
-0.7
412
Normal
-0.7
466
Normal
-0.7
461
Tumor
-0.7
448
Normal
-0.7
1028
Normal
-0.7
394
Normal
-0.7
1014
Normal
-0.7
713
Tumor
-0.7
285
Tumor
-0.7
386
Normal
-0.7
356
Normal
-0.8
1045
Tumor
-0.8
142
Normal
-0.8
858
Normal
-0.8
744
Normal
-0.8
232
Normal
-0.8
343
Tumor
-0.8
415
Tumor
-0.8
416
Normal
-0.8
126
Normal
-0.8
138
Normal
-0.8
823
Tumor
-0.9
516
Normal
-0.9
427
Tumor
-0.9
862
Normal
-0.9
968
Normal
-0.9
868
Normal
-0.9
554
Normal
-0.9
364
Normal
-0.9
538
Normal
-0.9
517
Tumor
-0.9
977
Tumor
-0.9
425
Tumor
-0.9
146
Normal
-0.9
148
Normal
-0.9
393
Tumor
-0.9
387
Tumor
-1.0
724
Normal
-1.0
572
Normal
-1.0
482
Normal
-1.0
358
Normal
-1.0
616
Normal
-1.0
563
Tumor
-1.0
125
Tumor
-1.0
231
Tumor
-1.0
666
Normal
-1.0
944
Normal
-1.0
357
Tumor
-1.0
953
Tumor
-1.0
111
Normal
-1.0
212
Normal
-1.0
366
Normal
-1.0
641
Tumor
-1.1
564
Normal
-1.1
954
Normal
-1.1
497
Tumor
-1.1
137
Tumor
-1.1
132
Normal
-1.1
136
Normal
-1.1
464
Normal
-1.1
528
Normal
-1.1
617
Tumor
-1.1
778
Normal
-1.1
983
Tumor
-1.1
127
Tumor
-1.1
471
Tumor
-1.1
955
Tumor
-1.1
813
Tumor
-1.2
716
Normal
-1.2
284
Normal
-1.2
112
Tumor
-1.2
852
Normal
-1.2
695
Tumor
-1.2
917
Tumor
-1.2
424
Normal
-1.2
618
Normal
-1.2
546
Normal
-1.2
311
Tumor
-1.2
413
Tumor
-1.2
956
Normal
-1.2
432
Normal
-1.2
742
Normal
-1.2
918
Normal
-1.2
698
Normal
-1.3
966
Normal
-1.3
445
Tumor
-1.3
738
Normal
-1.3
952
Normal
-1.3
671
Tumor
-1.3
188
Normal
-1.3
443
Tumor
-1.3
341
Tumor
-1.3
628
Normal
-1.3
452
Normal
-1.3
314
Normal
-1.3
863
Tumor
-1.3
128
Normal
-1.3
964
Normal
-1.3
926
Normal
-1.4
433
Tumor
-1.4
463
Tumor
-1.4
571
Tumor
-1.4
385
Tumor
-1.4
1013
Tumor
-1.4
161
Tumor
-1.4
456
Normal
-1.4
465
Tumor
-1.4
533
Tumor
-1.4
814
Normal
-1.4
355
Tumor
-1.4
864
Normal
-1.4
816
Normal
-1.4
741
Tumor
-1.4
411
Tumor
-1.4
363
Tumor
-1.4
367
Tumor
-1.4
481
Tumor
-1.5
662
Normal
-1.5
697
Tumor
-1.5
824
Normal
-1.5
434
Normal
-1.5
567
Tumor
-1.5
715
Tumor
-1.5
874
Normal
-1.5
171
Tumor
-1.5
1025
Tumor
-1.5
943
Tumor
-1.5
455
Tumor
-1.5
283
Tumor
-1.5
123
Tumor
-1.6
384
Normal
-1.6
963
Tumor
-1.6
436
Normal
-1.6
162
Normal
-1.6
635
Tumor
-1.6
185
Tumor
-1.6
534
Normal
-1.6
818
Normal
-1.6
958
Normal
-1.6
786
Normal
-1.6
147
Tumor
-1.6
258
Normal
-1.6
186
Normal
-1.6
135
Tumor
-1.6
462
Normal
-1.6
737
Tumor
-1.6
1027
Tumor
-1.6
172
Normal
-1.6
553
Tumor
-1.7
312
Normal
-1.7
865
Tumor
-1.7
474
Normal
-1.7
478
Normal
-1.7
545
Tumor
-1.7
745
Tumor
-1.7
785
Tumor
-1.7
537
Tumor
-1.7
361
Tumor
-1.7
383
Tumor
-1.7
914
Normal
-1.8
664
Normal
-1.8
131
Tumor
-1.8
484
Normal
-1.8
743
Tumor
-1.8
313
Tumor
-1.8
268
Normal
-1.8
976
Normal
-1.9
298
Normal
-1.9
472
Normal
-1.9
916
Normal
-1.9
297
Tumor
-1.9
815
Tumor
-2.0
493
Tumor
-2.0
362
Normal
-2.0
746
Normal
-2.0
435
Tumor
-2.0
911
Tumor
-2.0
951
Tumor
-2.0
431
Tumor
-2.0
331
Tumor
-2.0
211
Tumor
-2.1
756
Normal
-2.1
477
Tumor
-2.1
663
Tumor
-2.1
473
Tumor
-2.1
922
Normal
-2.1
278
Normal
-2.2
648
Normal
-2.2
817
Tumor
-2.2
271
Tumor
-2.2
483
Tumor
-2.2
877
Tumor
-2.2
915
Tumor
-2.2
912
Normal
-2.3
924
Normal
-2.3
957
Tumor
-2.3
1022
Normal
-2.3
965
Tumor
-2.3
272
Normal
-2.3
967
Tumor
-2.3
925
Tumor
-2.3
777
Tumor
-2.4
277
Tumor
-2.4
975
Tumor
-2.4
527
Tumor
-2.5
884
Normal
-2.5
921
Tumor
-2.7
1042
Normal
-2.7
923
Tumor
-2.7
647
Tumor
-2.8
882
Normal
-2.9
883
Tumor
-2.9
1032
Normal
-2.9
1041
Tumor
-3.0
878
Normal
-3.0
1021
Tumor
-3.0
881
Tumor
-3.0
661
Tumor
-3.2
1031
Tumor
-3.3
Show allShow less
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.