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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.
: 1710.16
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
3183.8
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
17273.9
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
15471.4
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
13516.2
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
12483.6
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
11123.0
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
9718.0
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
9615.1
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
9516.8
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
9416.4
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
9093.8
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
8668.4
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
8487.6
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
8196.5
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
7949.4
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
7924.4
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
7356.4
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
7294.5
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
7174.1
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
7145.9
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
7023.2
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
6890.8
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
6644.7
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
6605.1
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
6597.1
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
6522.8
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
6372.2
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
6129.0
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
5878.0
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
5804.5
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
5782.6
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
5716.8
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
5677.5
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
5653.0
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
5640.5
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
5640.3
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
5615.3
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
5560.9
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
5518.9
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
5419.5
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
5392.6
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
5336.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
5312.8
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
5298.5
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
5273.4
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
5252.8
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
5163.9
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
5141.5
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
5107.9
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
5053.9
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
5024.1
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
4920.5
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
4917.7
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
4882.5
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
4791.8
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
4766.4
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
4731.7
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
4706.9
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
4692.1
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
4659.2
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
4635.7
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
4582.5
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
4523.4
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
4471.3
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
4465.4
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
4397.5
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
4361.6
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
4349.1
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
4338.6
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
4337.8
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
4337.3
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
4331.1
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
4323.3
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
4307.1
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
4260.8
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
4243.0
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
4240.1
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
4191.7
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
4189.2
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
4135.0
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
4121.6
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
4030.5
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
4015.2
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
3999.2
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
3976.8
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
3946.6
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
3944.4
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
3929.3
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
3920.7
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
3912.7
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
3861.1
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
3856.8
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
3845.3
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
3830.0
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
3797.2
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
3788.1
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
3734.2
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
3698.0
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
3694.0
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
3666.7
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
3658.9
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
3638.6
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
3628.9
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
3610.8
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
3610.4
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
3604.9
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
3596.4
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
3583.3
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
3580.2
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
3575.5
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
3558.9
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
3554.4
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
3552.8
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
3548.6
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
3546.7
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
3535.5
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
3507.0
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
3501.7
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
3499.6
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
3493.5
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
3453.3
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
3453.3
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
3440.3
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
3421.2
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
3420.8
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
3416.5
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
3399.0
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
3395.4
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
3390.3
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
3386.6
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
3383.5
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
3371.0
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
3342.8
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
3340.8
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
3322.3
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
3304.4
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
3300.6
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
3296.5
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
3292.5
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
3268.1
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
3216.4
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
3185.9
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
3169.7
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
3149.1
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
3142.9
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
3139.4
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
3123.8
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
3121.3
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
3099.7
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
3089.4
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
3079.6
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
3076.9
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
3048.0
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
3039.4
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
3030.4
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
3025.5
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
3006.3
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
3004.3
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
2987.8
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
2986.6
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
2983.4
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
2980.5
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
2974.1
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
2964.1
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
2952.1
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
2944.2
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
2942.8
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
2927.5
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
2920.2
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
2901.0
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
2883.0
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
2871.9
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
2863.3
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
2849.6
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
2841.5
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
2821.1
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
2820.4
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
2820.1
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
2813.3
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
2798.3
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
2779.4
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
2774.2
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
2771.1
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
2768.9
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
2755.3
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
2752.4
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
2744.1
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
2737.9
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
2732.4
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
2732.3
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
2716.8
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
2716.6
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
2714.9
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
2712.7
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
2707.0
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
2702.4
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
2675.1
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
2674.9
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
2671.4
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
2668.9
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
2663.6
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2644.2
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
2617.3
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
2613.6
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
2604.3
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
2594.7
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
2592.0
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
2585.7
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
2577.6
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
2570.9
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
2566.5
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
2562.5
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
2551.5
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
2548.1
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2538.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
2518.1
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
2509.7
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
2500.0
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
2491.2
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
2471.3
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
2439.7
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
2436.1
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
2427.2
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
2396.5
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
2365.8
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
2358.2
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
2348.7
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
2342.7
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
2337.5
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
2337.2
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
2336.7
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
2309.0
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
2305.8
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
2291.3
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
2283.5
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
2283.5
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
2282.7
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2271.1
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
2257.8
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
2247.3
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
2242.9
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
2239.8
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
2208.3
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
2180.4
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
2170.0
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
2165.2
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
2159.7
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
2154.6
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
2149.5
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
2148.8
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
2139.3
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
2128.5
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
2127.8
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
2116.6
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
2110.7
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
2106.5
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
2104.4
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
2086.1
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
2080.3
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
2077.0
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
2041.1
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
2040.0
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
2027.2
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
2017.9
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
1991.9
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
1978.1
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
1969.5
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
1949.4
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
1945.1
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
1944.3
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
1920.6
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
1913.0
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
1901.3
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
1880.6
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
1868.6
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
1865.2
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
1861.7
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
1852.7
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
1843.5
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
1835.7
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
1820.7
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
1797.6
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
1786.3
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
1780.7
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
1762.3
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
1758.6
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
1756.4
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
1712.0
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
1711.4
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
1710.6
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
1709.8
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1702.4
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
1694.9
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1636.2
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
1627.3
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
1602.7
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
1569.3
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1569.2
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
1548.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
1547.1
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1546.0
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1540.0
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
1539.1
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
1534.5
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1528.3
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
1512.9
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
1508.6
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
1502.4
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
1500.4
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
1496.5
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
1494.2
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1429.5
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1400.6
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1393.8
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
1392.1
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
1323.7
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
1323.5
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1297.6
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
1290.3
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
1289.3
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1284.8
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1279.9
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
1275.9
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
1258.1
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1225.5
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1224.4
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1224.2
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
1212.3
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
1194.9
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
1189.4
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
1172.8
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
1146.8
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
1141.4
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
1101.9
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
1095.3
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1073.8
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
986.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
954.1
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
920.2
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
874.9
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
823.9
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
738.1
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
731.9
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
725.5
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
712.6
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
674.5
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
654.1
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
640.4
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
590.1
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
533.0
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
503.3
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
471.5
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
459.8
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
426.8
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
422.3
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
332.7
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
326.8
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
308.2
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
262.0
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
251.9
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
133.1
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
102.0
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
72.6
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
68.2
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
53.7
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
39.6
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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