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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 interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot 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).
APOC3 is prognostic, high expression is favourable in liver cancer
Stage:
Survival analysis
Current cut off: Best expression cut offi
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 2629.95
Median expression: N/A
Median follow up time: 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 median 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 FPKM
4021.9
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
23238.2
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
20446.3
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
19034.0
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
17257.2
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
14675.0
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
14338.2
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
14059.0
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
13550.9
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
13499.2
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
12760.6
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
12544.9
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
12202.3
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
11664.9
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
11348.7
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
11283.3
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
11084.4
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
11019.8
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
11000.9
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
10824.8
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
10550.6
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
10443.3
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
10324.1
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
10173.6
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
10153.0
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
10074.3
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
10049.0
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
9873.9
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
9818.3
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
9631.0
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
9605.8
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
9572.9
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
9336.7
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
9173.0
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
9097.8
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
8861.1
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
8814.6
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
8800.8
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
8790.7
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
8560.3
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
8245.9
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
8245.2
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
8240.2
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
8144.6
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
8050.5
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
7977.1
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
7914.4
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
7890.3
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
7777.3
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
7772.4
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
7756.4
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
7660.2
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
7474.1
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
7371.5
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
7267.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
7020.9
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
7004.9
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
7003.5
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
6910.0
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
6779.1
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
6770.9
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
6736.7
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
6711.9
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
6668.0
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
6585.3
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
6576.0
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
6523.3
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
6516.4
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
6462.2
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
6424.3
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
6377.4
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
6342.2
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
6329.0
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
6307.3
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
6295.7
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
6281.9
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
6192.0
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
6189.3
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
6114.5
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
6053.9
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
5961.3
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
5956.3
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
5910.7
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
5795.0
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
5746.4
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
5725.3
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
5621.6
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
5608.8
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
5600.9
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
5587.9
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
5558.1
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
5544.7
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
5488.1
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
5480.9
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
5370.1
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
5359.0
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
5321.4
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
5281.5
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
5264.0
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
5252.4
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
5215.4
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
5212.3
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
5189.6
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
5162.5
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
4972.6
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
4929.3
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
4897.2
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
4884.5
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
4834.6
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
4793.2
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
4786.7
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
4770.2
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
4720.0
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
4685.6
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
4669.5
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
4610.1
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
4582.4
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
4578.5
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
4562.6
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
4559.4
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
4542.6
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
4524.2
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
4521.7
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
4521.1
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
4479.5
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
4439.3
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
4384.3
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
4375.6
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
4232.0
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
4147.5
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
4117.1
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
4113.2
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
4101.1
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
4098.8
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
4083.0
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
4072.5
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
4071.5
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
4046.5
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
4015.4
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
3997.9
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
3983.3
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
3957.2
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
3951.6
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
3917.1
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
3880.6
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
3876.6
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
3873.7
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
3871.7
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
3838.2
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
3803.2
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
3774.3
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
3761.5
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
3742.2
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
3732.0
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
3699.3
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
3687.5
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
3673.2
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
3663.8
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
3639.2
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
3632.6
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
3631.2
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
3597.8
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
3591.2
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
3569.5
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
3544.6
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
3518.1
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
3504.9
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
3495.7
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
3494.0
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
3472.9
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
3462.0
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
3450.9
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
3442.7
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
3409.5
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
3402.4
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
3384.4
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
3381.6
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
3371.3
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3368.7
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
3352.2
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
3333.1
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
3298.9
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
3240.6
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
3179.9
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
3171.4
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
3155.3
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
3154.0
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
3134.4
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3129.4
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
3123.1
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
3114.4
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
3109.0
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
3080.1
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
3079.2
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
3058.0
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
3016.1
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
2959.8
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
2929.7
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
2907.5
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
2793.2
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
2791.3
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
2768.9
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
2754.9
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
2725.8
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
2719.9
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
2700.1
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
2685.9
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
2682.3
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2630.1
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
2629.8
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
2626.2
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
2621.0
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
2595.7
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
2578.8
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
2575.6
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
2571.8
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
2570.3
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
2556.0
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
2526.7
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
2499.8
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
2481.3
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
2458.6
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
2436.9
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
2420.8
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
2403.2
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
2378.6
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
2342.7
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
2328.2
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
2283.1
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
2258.7
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
2245.5
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
2238.5
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
2236.9
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
2220.2
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
2208.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
2207.9
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
2156.5
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
2156.1
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
2152.4
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
2117.1
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
2111.7
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
2083.2
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
2074.9
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
2069.1
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
2042.0
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
2019.9
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
2009.5
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1984.9
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
1964.6
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
1957.3
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
1954.4
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
1929.2
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
1912.0
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1872.9
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
1856.6
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
1844.1
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1827.5
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
1821.8
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
1820.7
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
1808.7
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
1800.0
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1795.2
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
1795.0
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1786.6
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
1767.9
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
1759.1
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
1697.1
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
1690.6
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
1684.1
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1640.2
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1630.5
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
1610.9
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1574.6
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
1556.8
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
1550.1
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1538.2
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
1520.2
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
1518.9
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
1497.8
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1488.5
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
1478.3
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
1478.2
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
1445.8
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
1443.9
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
1443.0
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1418.9
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
1400.2
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
1396.4
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1382.8
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1374.2
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
1373.5
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1365.7
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
1361.7
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
1340.2
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
1321.2
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
1314.9
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
1273.6
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
1273.4
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
1248.4
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1161.7
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
1140.4
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
1122.8
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1122.8
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
1096.8
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
1067.0
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1038.1
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
1017.0
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
964.7
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
943.6
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
931.8
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
930.0
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
922.0
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
879.3
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
874.9
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
861.8
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
798.7
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
783.5
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
772.2
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
759.8
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
744.6
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
722.4
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
667.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
666.7
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
605.9
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
602.3
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
583.8
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
557.1
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
544.3
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
531.2
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
530.9
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
500.8
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
493.9
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
475.1
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
436.8
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
432.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
425.4
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
395.8
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
369.3
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
364.3
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
333.6
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
295.2
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
287.3
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
242.4
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
224.5
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
212.2
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
194.3
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
187.2
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
185.0
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
150.9
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
149.0
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
114.7
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
107.5
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
58.3
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
15.5
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
14.0
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
10.1
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
6.9
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
6.3
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
5.8
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
5.4
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
4.8
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
2.6
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
2.6
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
2.4
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
1.9
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
0.4
Show all
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.
The Human Protein Atlas project is funded
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