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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.
: 3779.69
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
3850.6
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
19989.7
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
15922.6
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
14050.9
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
13524.3
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
12485.7
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
11205.2
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
11022.9
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
10420.7
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
10364.6
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
9877.6
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
9794.1
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
9650.7
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
8947.4
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
8932.1
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
8324.3
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
8186.1
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
8143.2
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
8123.7
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
8088.0
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
8066.0
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
7744.5
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
7736.8
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
7663.1
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
7625.7
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
7605.1
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
7593.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
7586.4
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
7558.4
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
7457.4
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
7419.4
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
7284.7
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
7266.2
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
7260.0
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
7226.9
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
7207.4
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
7198.4
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
7154.7
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
7151.0
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
7106.9
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
6872.6
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
6749.1
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
6745.8
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
6669.4
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
6564.8
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
6548.4
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
6481.9
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
6401.5
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
6358.2
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
6269.0
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
6227.7
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
6198.6
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
6197.4
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
6156.9
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
6125.6
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
6124.3
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
6118.9
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
6117.4
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
6077.3
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
5987.6
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
5855.7
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
5792.0
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
5734.1
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
5734.0
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
5717.8
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
5693.2
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
5687.3
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
5644.0
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
5596.6
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
5572.5
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
5496.0
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
5458.3
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
5446.1
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
5441.3
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
5429.8
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
5413.5
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
5410.4
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
5345.3
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
5287.9
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
5285.5
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
5243.5
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
5160.6
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
5156.2
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
5148.0
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
5143.7
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
5109.6
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
5064.7
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
5057.0
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
5053.0
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
5007.7
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
4941.8
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
4893.4
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
4830.9
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
4825.0
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
4793.0
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
4754.4
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
4748.0
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
4733.0
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
4732.7
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
4727.2
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
4714.5
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
4684.7
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
4654.0
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
4644.9
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
4595.0
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
4588.5
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
4575.8
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
4575.5
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
4557.2
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
4552.7
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
4548.8
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
4536.8
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
4533.9
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
4465.5
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
4444.8
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
4443.4
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
4438.5
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
4424.4
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
4392.4
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
4336.0
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
4329.2
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
4325.8
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
4324.5
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
4304.6
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
4291.1
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
4203.7
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
4188.1
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
4172.9
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
4172.2
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
4166.1
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
4165.9
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
4150.9
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
4144.4
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
4138.9
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
4136.7
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
4132.5
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
4128.4
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
4114.6
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
4110.4
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
4105.7
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
4089.0
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
4084.6
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
4075.7
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
4074.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
4067.5
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
4043.4
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
4031.6
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
4018.1
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
3988.5
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
3926.6
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
3922.5
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
3921.3
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
3916.0
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
3897.9
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
3860.3
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
3855.7
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
3808.0
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
3789.1
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
3770.3
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
3749.7
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
3739.9
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
3739.8
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
3705.4
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
3685.6
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
3663.2
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
3662.8
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
3655.0
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
3641.6
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
3638.4
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
3626.3
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
3609.4
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
3605.9
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
3593.7
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
3589.7
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
3575.6
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
3564.9
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
3553.4
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
3552.8
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
3545.0
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
3532.6
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
3530.2
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
3523.5
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
3515.0
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
3512.2
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
3471.6
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
3455.2
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
3442.4
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
3429.6
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
3406.8
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
3400.2
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
3383.4
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
3370.9
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
3297.6
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
3291.6
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
3287.4
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
3279.3
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
3237.6
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
3225.8
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
3188.0
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
3184.3
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
3139.6
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
3128.6
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
3126.1
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
3115.3
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
3106.3
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
3097.0
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
3094.0
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
3078.0
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
3059.7
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
3029.0
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
3028.5
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
3023.7
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
3007.1
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
2973.2
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
2948.9
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
2919.6
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
2891.4
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
2867.2
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
2862.3
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
2861.9
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2813.1
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
2805.2
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
2790.7
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
2758.8
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
2752.8
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
2751.0
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
2748.7
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
2745.5
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
2738.2
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
2734.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
2710.1
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
2699.5
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
2698.7
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
2633.8
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
2633.8
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
2619.8
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
2609.6
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
2606.0
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
2592.5
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
2592.1
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
2591.5
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
2575.1
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
2525.8
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
2516.4
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2481.0
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
2478.9
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
2472.2
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
2467.0
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
2465.3
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
2454.3
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2445.8
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
2439.3
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
2406.5
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
2393.1
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
2390.6
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
2359.0
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
2348.0
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
2345.4
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
2333.8
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
2317.8
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
2292.0
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
2279.7
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
2272.7
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
2264.7
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
2255.8
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
2228.2
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
2212.2
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
2209.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
2208.6
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
2161.0
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
2160.4
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
2156.5
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
2149.4
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
2128.4
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
2067.4
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
2064.1
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
2052.5
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
2025.8
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
2019.7
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
2013.6
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
2005.4
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
2002.1
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
1996.1
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
1993.8
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1986.6
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
1949.3
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
1946.3
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
1938.7
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
1937.1
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
1898.1
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
1893.2
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
1880.1
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
1866.9
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
1857.7
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
1841.5
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
1813.9
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
1809.9
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1808.8
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
1808.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1808.8
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
1805.3
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1740.9
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
1736.0
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
1733.8
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
1724.5
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
1717.8
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
1677.7
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
1674.5
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1661.5
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
1628.7
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
1626.4
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1625.7
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
1601.3
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
1545.3
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
1523.4
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1486.2
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
1482.1
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
1470.1
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
1464.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1442.0
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
1428.2
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
1401.4
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
1391.9
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
1368.0
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
1360.3
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
1358.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
1349.4
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1331.3
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
1304.6
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
1278.0
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
1266.4
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
1261.5
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
1216.3
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
1212.9
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
1181.5
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
1178.0
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
1149.2
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
1123.4
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
1053.7
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
1045.8
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
1035.2
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
1002.0
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
978.9
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
964.5
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
878.6
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
845.2
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
826.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
821.7
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
803.3
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
801.7
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
769.9
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
767.7
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
762.8
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
758.2
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
716.3
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
715.1
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
692.3
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
683.2
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
654.4
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
634.6
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
448.5
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
236.4
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
79.9
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
57.9
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
18.9
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
7.6
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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