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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.
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
4871.3
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
25135.5
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
20105.4
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
17200.1
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
16695.1
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
16473.4
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
15293.9
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
14889.0
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
13479.3
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
12954.9
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
12810.1
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
12667.7
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
12379.4
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
12361.7
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
12205.7
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
12201.5
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
12075.2
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
11777.9
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
11278.8
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
11231.1
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
10692.9
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
10563.8
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
10471.8
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
10327.7
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
10275.6
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
10221.6
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
10133.4
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
10022.8
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
9941.5
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
9908.1
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
9698.3
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
9674.2
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
9633.8
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
9571.2
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
9568.2
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
9497.2
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
9227.3
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
9188.7
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
9172.3
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
9159.5
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
9128.8
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
8809.4
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
8690.6
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
8597.1
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
8515.0
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
8511.0
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
8463.4
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
8366.8
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
8336.3
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
8325.4
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
8225.1
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
7884.9
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
7844.5
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
7836.2
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
7794.5
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
7764.6
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
7750.0
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
7721.4
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
7684.1
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
7480.5
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
7443.9
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
7401.5
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
7382.8
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
7339.3
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
7258.7
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
7140.2
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
7011.6
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
7006.0
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
6875.2
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
6826.5
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
6777.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
6741.6
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
6741.6
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
6736.7
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
6733.8
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
6652.8
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
6588.1
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
6551.3
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
6523.4
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
6478.6
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
6444.0
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
6435.0
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
6417.2
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
6416.3
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
6409.2
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
6308.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
6259.1
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
6180.2
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
6130.6
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
6105.9
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
6075.0
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
6064.1
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
6052.7
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
6039.4
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
5991.5
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
5989.6
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
5957.1
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
5954.4
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
5939.3
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
5903.8
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
5901.2
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
5857.8
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
5849.1
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
5831.6
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
5812.9
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
5809.1
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
5766.0
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
5711.4
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
5693.1
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
5641.8
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
5618.5
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
5614.2
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
5581.7
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
5548.1
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
5547.5
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
5512.1
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
5510.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
5481.8
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
5459.7
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
5451.7
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
5408.8
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
5377.3
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
5342.9
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
5330.6
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
5314.4
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
5292.6
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
5214.9
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
5201.2
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
5200.5
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
5192.3
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
5147.3
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
5129.5
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
5128.4
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
5114.4
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
5100.7
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
5099.5
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
5051.8
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
5041.7
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
4995.6
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
4991.2
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
4967.8
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
4962.1
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
4944.1
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
4909.2
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
4874.7
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
4866.0
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
4864.8
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
4837.2
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
4767.9
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
4755.9
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
4730.4
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
4694.9
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
4685.7
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
4665.3
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
4649.8
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
4636.5
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
4608.1
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
4605.8
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
4593.7
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
4513.0
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
4506.7
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
4502.7
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
4493.1
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
4469.8
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
4457.0
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
4423.7
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
4412.6
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
4402.3
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
4395.5
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
4324.5
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
4292.2
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
4256.2
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
4244.0
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
4229.0
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
4224.2
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
4108.5
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
4089.5
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
4078.5
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
4053.7
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
4045.0
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
4002.8
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
3978.0
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
3930.7
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
3929.2
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3914.9
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
3914.9
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
3914.4
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
3896.2
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
3874.5
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
3861.3
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
3854.7
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
3847.7
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
3842.8
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
3829.9
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
3829.7
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
3813.9
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
3788.8
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
3729.5
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
3695.0
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
3667.9
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
3664.5
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
3650.3
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
3628.9
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
3610.0
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
3601.1
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
3585.0
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
3571.4
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
3568.3
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
3547.2
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
3531.5
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
3518.3
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
3508.3
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
3507.7
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
3499.3
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
3498.7
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
3491.0
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
3428.9
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
3428.3
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
3366.5
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
3366.5
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
3361.0
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
3358.1
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3339.0
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
3334.9
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
3327.9
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
3306.3
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
3303.7
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
3296.1
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
3278.9
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
3274.8
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
3265.6
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
3252.6
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
3229.0
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
3228.6
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
3223.1
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
3185.4
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
3180.9
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
3160.5
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
3119.5
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
3065.2
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
3057.9
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
3049.5
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
3044.2
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
3039.7
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
3038.1
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
3012.7
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
3004.4
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
2994.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
2992.8
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
2960.7
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
2956.5
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
2944.3
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
2942.4
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
2941.5
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
2930.7
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
2920.1
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
2902.8
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
2866.4
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
2807.0
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
2798.3
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
2789.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
2782.7
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
2756.9
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
2731.4
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
2728.0
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
2703.0
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
2693.2
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
2690.6
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
2671.9
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2664.7
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
2632.2
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
2629.3
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
2622.8
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
2606.4
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
2604.7
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
2590.4
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
2543.9
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
2538.5
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
2536.1
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
2528.4
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
2521.2
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
2501.6
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
2491.7
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
2490.5
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
2483.4
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
2471.6
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
2466.4
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
2453.0
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
2433.4
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
2415.9
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
2399.0
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
2395.2
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
2393.4
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
2372.5
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
2334.5
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
2328.9
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
2324.0
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
2322.5
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
2310.8
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2283.6
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
2279.9
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
2262.1
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
2259.2
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
2247.2
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
2245.6
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
2234.5
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
2231.3
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
2201.9
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
2198.5
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
2197.2
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
2164.1
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
2163.3
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
2162.3
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
2160.4
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
2110.2
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
2101.8
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
2101.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
2081.9
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
2075.6
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2066.4
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
2029.8
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
2009.0
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1985.0
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
1965.7
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
1950.1
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1926.9
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
1877.5
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
1861.9
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
1852.3
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
1778.8
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
1731.3
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1709.6
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1700.6
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
1700.6
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1666.1
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1662.6
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1646.8
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
1629.7
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1598.4
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
1590.0
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
1556.2
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
1538.9
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1517.3
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
1516.3
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
1493.4
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
1491.7
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1472.7
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1464.2
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
1459.8
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
1372.3
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
1311.1
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
1305.2
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
1298.7
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
1245.9
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1207.5
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
1206.6
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
1180.8
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
1174.1
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
1145.6
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
1100.8
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
967.5
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
966.0
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
910.0
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
894.9
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
817.3
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
611.0
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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.