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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.
MT-ND3 is prognostic, high expression is favorable in liver cancer
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 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
5336.3
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
30634.2
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
19563.7
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
18770.1
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
17944.7
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
17613.6
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
16112.7
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
15962.9
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
15534.7
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
15461.0
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
15312.7
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
14795.6
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
13909.9
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
13639.2
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
13387.9
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
13141.9
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
12290.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
11790.1
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
11789.8
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
11775.1
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
11770.2
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
11598.0
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
11594.5
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
11584.7
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
11381.5
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
11110.4
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
11017.2
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
11016.8
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
10684.2
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
10568.1
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
10199.8
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
10172.1
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
10085.0
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
10080.7
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
10010.1
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
10001.9
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
9924.9
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
9831.8
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
9771.8
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
9704.8
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
9345.4
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
9338.0
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
9254.4
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
9197.8
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
9087.0
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
8839.7
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
8724.7
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
8699.2
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
8612.7
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
8594.4
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
8546.3
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
8514.4
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
8395.1
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
8321.5
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
8167.5
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
8162.5
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
8141.0
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
7998.3
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
7833.5
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
7830.1
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
7787.3
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
7692.8
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
7675.9
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
7502.3
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
7485.6
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
7410.4
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
7409.4
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
7384.3
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
7361.6
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
7339.6
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
7324.2
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
7232.4
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
7183.4
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
7156.4
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
7155.8
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
7114.6
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
7114.2
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
7051.4
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
7039.4
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
6977.3
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
6963.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
6947.6
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
6901.9
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
6856.1
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
6841.0
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
6821.2
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
6818.3
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
6812.2
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
6794.2
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
6754.0
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
6732.0
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
6693.8
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
6666.6
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
6664.4
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
6640.0
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
6637.0
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
6570.7
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
6555.4
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
6548.4
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
6519.1
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
6510.3
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
6504.5
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
6497.9
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
6494.6
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
6492.2
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
6470.7
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
6459.7
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
6413.2
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
6397.5
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
6388.8
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
6333.2
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
6314.2
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
6306.6
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
6302.6
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
6291.0
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
6263.2
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
6087.2
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
6084.2
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
6038.5
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
6026.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
6010.0
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
5982.4
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
5935.9
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
5919.8
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
5918.1
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
5895.9
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
5885.3
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
5873.7
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
5819.2
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
5803.1
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
5782.0
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
5762.3
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
5749.5
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
5729.9
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
5681.3
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
5640.2
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
5577.8
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
5531.2
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
5522.8
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
5517.8
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
5515.2
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
5497.3
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
5473.4
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
5471.7
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
5444.3
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
5408.3
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
5399.7
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
5370.8
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
5351.0
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
5350.4
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
5307.2
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
5270.2
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
5220.3
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
5218.6
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
5184.9
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
5173.4
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
5078.6
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
5058.3
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
5009.1
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
5004.3
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
5003.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
5000.5
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
4998.2
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
4973.0
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
4957.4
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
4956.2
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
4940.3
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
4927.0
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
4842.1
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
4754.2
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
4744.6
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
4731.2
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
4687.4
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
4681.9
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
4679.3
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
4640.6
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
4603.4
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
4593.7
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
4589.8
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
4558.3
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
4504.9
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
4499.1
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
4479.5
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
4460.5
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
4443.2
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
4385.4
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
4339.4
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
4334.1
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
4323.9
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
4323.4
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
4316.7
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
4244.0
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
4229.7
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
4225.5
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
4212.4
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
4209.7
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
4199.5
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
4188.9
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
4174.4
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
4173.3
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
4150.0
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
4145.8
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
4132.5
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
4127.0
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
4116.5
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
4112.9
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
4084.4
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
4071.5
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
4064.8
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
4061.5
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
4055.9
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
4055.5
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
4019.6
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
3998.3
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
3998.1
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
3989.5
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3985.2
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
3946.6
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
3903.8
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3887.5
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
3872.9
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
3839.0
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
3836.6
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
3825.2
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
3822.7
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
3820.2
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
3812.7
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
3804.7
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
3789.3
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
3761.1
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
3759.1
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
3758.3
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
3716.2
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
3712.7
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
3702.3
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
3690.4
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
3663.4
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
3662.1
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
3645.2
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
3625.9
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
3622.1
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
3593.6
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
3572.4
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
3565.7
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
3393.1
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
3385.7
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
3377.0
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
3359.8
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
3351.9
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
3349.8
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
3296.0
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
3280.7
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
3267.0
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
3249.9
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
3162.7
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
3160.5
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
3157.8
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
3150.0
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
3145.7
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
3131.9
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
3127.3
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
3106.1
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
3103.4
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
3079.0
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
3066.8
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
3039.2
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
3022.2
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
2992.4
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
2974.4
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
2961.6
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
2949.9
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
2922.5
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
2916.6
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
2859.3
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
2844.1
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
2799.0
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
2784.7
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
2781.1
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2770.7
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
2761.6
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2756.8
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
2749.8
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
2733.1
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
2720.0
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
2698.1
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
2694.8
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
2676.4
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
2663.5
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
2634.9
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
2606.1
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
2600.1
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
2573.0
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
2563.9
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
2561.8
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
2554.6
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
2540.4
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
2535.5
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
2528.4
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
2472.5
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
2467.4
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
2459.8
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
2456.0
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
2406.6
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
2404.4
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
2358.0
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
2354.4
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
2318.7
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2309.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
2298.7
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
2294.8
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
2287.6
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
2270.0
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
2261.9
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2260.3
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
2250.6
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
2241.7
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
2195.7
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
2176.1
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
2166.7
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2160.5
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
2139.5
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
2135.4
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
2083.3
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
2063.2
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
2054.9
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
2017.7
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
2013.1
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
2010.9
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
2000.4
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
1985.5
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
1975.1
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1970.3
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
1946.5
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
1914.3
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
1912.4
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
1910.5
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
1871.0
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
1825.6
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1784.4
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
1755.2
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
1754.2
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
1720.8
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
1590.5
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
1579.1
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
1577.7
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1533.5
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1528.4
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
1514.2
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1496.1
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
1488.4
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1372.0
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
1354.4
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
1299.0
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1284.7
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
1274.2
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
1232.6
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
1230.4
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1205.2
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1155.3
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
1145.4
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
1145.3
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
1042.7
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1019.0
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
978.0
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
862.3
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
850.9
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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. This score is based on the staining intensity and fraction of stained cells.