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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).
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.
: 3205.96
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
4759.5
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
25017.9
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
20499.2
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
16818.6
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
16387.8
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
14737.7
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
14302.5
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
13905.5
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
13712.7
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
13053.5
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
12882.9
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
12552.3
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
12535.1
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
12199.9
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
11972.2
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
10990.5
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
10754.3
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
10281.8
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
10126.6
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
10088.5
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
9915.6
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
9868.1
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
9597.1
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
9360.0
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
9220.2
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
9071.0
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
9056.8
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
8909.6
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
8869.2
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
8822.8
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
8555.7
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
8377.7
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
8250.3
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
8229.5
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
8182.5
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
8097.1
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
7817.0
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
7815.1
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
7622.7
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
7603.4
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
7569.0
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
7452.8
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
7424.2
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
7394.1
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
7392.7
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
7335.6
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
7303.6
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
7264.3
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
7235.5
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
7193.5
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
7064.4
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
7053.0
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
7046.5
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
7015.5
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
6998.5
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
6996.3
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
6975.9
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
6950.1
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
6934.8
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
6930.4
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
6923.5
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
6886.6
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
6885.4
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
6879.9
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
6832.2
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
6807.0
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
6799.0
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
6716.6
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
6588.1
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
6558.3
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
6527.4
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
6522.1
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
6453.8
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
6425.3
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
6395.9
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
6382.2
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
6370.8
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
6365.2
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
6320.9
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
6304.1
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
6300.9
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
6286.2
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
6268.0
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
6227.8
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
6226.3
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
6200.3
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
6182.9
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
6181.1
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
6158.6
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
6152.6
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
6146.8
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
6142.6
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
6125.4
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
6076.4
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
6050.5
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
5964.4
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
5841.9
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
5841.5
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
5778.5
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
5776.4
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
5771.1
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
5716.9
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
5701.7
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
5677.3
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
5673.6
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
5627.5
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
5627.2
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
5616.6
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
5588.6
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
5579.0
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
5574.9
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
5565.6
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
5540.8
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
5536.9
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
5525.8
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
5485.1
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
5480.6
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
5463.1
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
5418.2
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
5417.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
5401.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
5380.6
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
5380.3
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
5378.3
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
5378.1
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
5369.3
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
5362.2
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
5296.1
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
5281.0
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
5266.1
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
5233.7
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
5231.3
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
5188.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
5160.5
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
5121.0
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
5119.2
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
5103.0
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
5047.9
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
5000.2
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
4934.7
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
4932.2
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
4930.9
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
4897.5
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
4895.2
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
4851.9
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
4850.2
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
4729.6
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
4679.4
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
4667.3
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
4634.3
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
4621.4
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
4598.3
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
4572.7
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
4541.6
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
4521.5
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
4488.6
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
4477.8
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
4474.5
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
4469.3
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
4434.6
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
4427.4
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
4415.8
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
4409.6
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
4408.7
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
4403.0
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
4380.7
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
4379.3
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
4360.8
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
4354.0
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
4340.9
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
4295.5
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
4258.2
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
4244.7
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
4231.2
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
4222.6
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
4214.7
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
4175.5
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
4173.4
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
4160.9
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
4114.2
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
4111.7
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
4089.1
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
4076.2
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
4065.7
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
4056.4
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
4034.3
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
4030.7
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
4016.5
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
3994.4
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
3975.3
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
3965.9
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
3941.9
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
3939.7
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
3925.6
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
3921.5
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
3903.1
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
3903.0
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
3887.9
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
3883.4
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3868.7
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
3829.6
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
3817.3
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
3802.9
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
3791.7
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
3790.3
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
3784.3
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
3764.3
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
3760.4
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
3750.2
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
3748.0
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
3726.2
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
3724.4
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
3720.9
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
3693.1
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
3651.2
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
3617.9
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
3613.4
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
3608.5
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
3583.5
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
3583.1
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
3571.4
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
3568.0
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
3546.3
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
3533.4
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
3522.0
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
3518.5
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
3510.8
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
3506.1
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
3505.6
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
3473.2
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
3439.8
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
3416.7
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
3389.5
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
3385.9
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
3378.2
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
3358.9
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
3345.5
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
3337.8
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
3321.3
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
3318.5
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3312.7
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
3305.4
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
3293.6
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
3228.1
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
3183.8
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
3156.2
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
3151.3
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
3142.2
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
3113.0
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
3104.1
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
3101.6
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
3061.5
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
3041.2
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
3038.5
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
3031.0
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
3019.1
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
2976.5
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
2953.8
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
2942.3
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
2940.8
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
2937.2
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
2930.9
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
2921.7
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
2916.8
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
2914.9
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
2883.6
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
2862.5
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
2861.8
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
2859.2
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
2827.0
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
2819.7
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
2802.1
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
2797.7
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
2788.9
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
2787.2
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
2762.5
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
2748.4
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
2723.0
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
2696.5
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
2658.9
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
2647.2
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
2590.1
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
2579.0
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
2578.8
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2577.1
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
2551.8
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
2541.6
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
2540.7
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
2538.1
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2531.1
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
2503.3
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
2497.1
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
2485.2
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
2469.5
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
2464.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
2457.0
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
2451.3
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
2439.9
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
2435.8
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
2429.6
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
2424.3
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
2419.5
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
2410.5
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
2375.5
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
2374.0
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
2361.8
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
2355.1
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
2296.4
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
2240.6
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
2227.3
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
2163.9
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
2149.9
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
2144.5
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
2133.8
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
2132.8
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
2132.3
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
2114.8
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
2109.9
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
2107.1
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
2088.7
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
2086.4
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
2067.4
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
2064.6
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
2063.5
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
2041.4
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2010.5
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
2000.9
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1963.6
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
1920.6
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
1904.3
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
1890.4
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1861.9
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1805.2
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
1788.4
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
1770.3
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
1748.3
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1735.3
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
1733.1
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1715.5
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
1715.4
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
1714.9
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1708.1
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
1653.9
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1624.0
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
1584.1
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
1581.8
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
1556.1
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
1540.2
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
1496.3
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
1487.8
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
1481.6
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1452.7
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
1372.6
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
1362.2
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1354.0
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
1344.7
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
1306.0
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
1134.3
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
1129.3
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
925.6
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
925.1
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
909.3
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
904.3
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
838.1
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
778.9
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
675.1
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.
Antibody stainingi
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).
The Human Protein Atlas project is funded
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