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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
: Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
2332.8
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
11381.9
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
10264.2
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
9512.6
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
9496.1
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
8702.8
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
8556.1
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
8450.5
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
7864.2
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
7542.0
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
7467.5
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
7409.6
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
7115.8
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
6991.0
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
6535.9
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
6439.5
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
6276.1
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
6076.8
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
5856.6
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
5749.5
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
5599.3
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
5547.9
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
5485.9
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
5388.6
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
5261.1
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
5241.3
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
5092.2
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
4997.0
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
4923.0
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
4883.9
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
4883.3
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
4855.9
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
4798.4
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
4772.4
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
4772.4
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
4765.8
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
4706.1
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
4661.4
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
4647.6
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
4644.3
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
4640.0
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
4582.3
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
4568.9
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
4562.9
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
4540.6
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
4500.6
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
4487.6
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
4462.9
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
4454.9
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
4395.4
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
4375.2
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
4340.2
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
4299.3
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
4285.2
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
4252.0
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
4228.8
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
4151.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
4137.6
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
4121.9
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
4086.1
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
3986.2
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
3972.3
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
3918.9
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
3910.9
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
3909.0
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
3792.4
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
3737.8
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
3694.9
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
3677.1
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
3664.4
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
3647.6
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
3635.5
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
3629.1
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
3628.3
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
3605.3
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
3566.0
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
3560.5
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
3538.0
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
3481.9
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
3464.5
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
3451.9
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
3434.5
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
3375.6
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
3342.5
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
3301.9
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
3294.3
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
3278.7
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
3256.4
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
3234.5
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
3225.7
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
3219.8
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
3218.9
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
3204.9
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
3176.4
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
3112.3
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
3107.2
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
3080.9
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3076.4
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
3019.5
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
2991.0
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
2958.3
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
2939.5
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
2935.8
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
2908.3
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
2896.4
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
2876.3
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
2874.2
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
2873.6
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
2866.6
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
2831.5
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
2822.5
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
2759.8
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2748.6
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
2745.3
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
2690.7
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
2682.1
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
2678.4
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
2677.1
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
2668.7
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
2665.9
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
2659.6
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
2644.7
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
2644.6
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
2631.6
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
2581.7
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
2554.4
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
2554.4
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
2549.6
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
2548.5
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
2546.1
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
2530.0
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
2515.4
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
2477.0
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
2464.9
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
2453.7
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
2452.8
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
2448.9
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
2436.5
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
2420.9
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
2412.5
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
2387.6
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
2374.0
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
2362.9
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
2357.0
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
2305.2
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
2303.4
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
2294.3
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
2292.9
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
2289.8
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
2286.0
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
2283.0
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
2261.1
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2249.5
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
2238.7
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
2199.9
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
2179.2
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
2166.9
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
2160.4
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
2156.3
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
2104.3
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
2084.9
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
2075.6
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
2072.3
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
2049.3
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
2015.0
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
2006.9
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
2002.4
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
1982.0
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
1940.8
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
1911.9
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
1878.4
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
1861.9
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
1858.2
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
1852.7
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1851.1
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
1820.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
1811.7
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1811.2
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
1810.9
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
1798.9
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
1795.3
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
1788.1
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
1784.4
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
1782.7
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1782.2
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1739.2
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
1738.6
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
1702.7
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
1697.8
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
1692.8
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
1687.3
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
1686.7
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
1677.4
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
1676.5
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
1676.4
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
1654.1
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
1634.6
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
1630.0
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1621.1
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
1614.8
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
1614.3
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
1601.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
1592.8
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
1581.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
1557.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
1542.7
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
1540.4
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
1519.5
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
1506.5
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
1503.2
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
1501.6
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1494.7
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
1480.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1457.5
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
1457.1
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
1456.2
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
1450.8
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
1445.8
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
1445.1
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1442.9
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1437.4
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
1434.0
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
1433.5
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
1422.1
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
1421.2
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
1420.7
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
1404.9
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
1402.3
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1399.6
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
1398.6
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1395.7
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1389.3
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
1375.6
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
1364.3
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
1362.4
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
1361.6
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
1360.4
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1359.4
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1357.6
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
1324.4
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1317.4
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
1305.9
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
1302.0
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1270.9
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
1256.6
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
1246.3
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1243.9
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
1242.3
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
1211.9
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1211.8
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
1201.4
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1194.1
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
1186.6
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
1185.4
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
1180.7
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
1151.2
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1144.7
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
1123.9
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1122.3
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
1104.2
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
1097.8
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1087.4
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
1086.8
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
1083.2
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
1076.0
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
1074.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1054.3
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
1051.3
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1049.3
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
1048.9
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1044.2
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
1020.0
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
1004.4
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
1004.0
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
992.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
978.3
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
972.6
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
971.4
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
966.8
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
966.6
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
947.6
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
947.5
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
919.1
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
918.9
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
905.6
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
886.9
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
878.8
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
877.4
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
874.9
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
869.0
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
864.6
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
858.6
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
842.5
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
842.0
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
841.2
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
818.0
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
797.5
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
792.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
788.7
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
786.5
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
780.4
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
773.3
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
756.8
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
724.8
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
714.2
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
710.7
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
704.5
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
703.8
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
698.6
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
679.8
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
679.1
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
671.6
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
660.9
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
658.1
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
655.7
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
653.1
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
652.5
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
636.9
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
628.1
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
617.6
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
614.5
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
611.4
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
604.0
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
595.1
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
593.3
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
592.8
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
575.3
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
565.6
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
550.2
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
549.2
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
548.6
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
541.5
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
540.9
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
532.2
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
522.7
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
520.7
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
514.1
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
494.7
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
489.9
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
467.8
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
460.3
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
447.3
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
441.7
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
437.5
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
433.5
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
431.2
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
424.3
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
412.7
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
404.3
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
396.9
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
391.8
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
386.9
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
352.2
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
347.5
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
341.0
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
322.2
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
319.8
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
318.0
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
254.0
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
240.3
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
239.5
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
207.9
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
201.0
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
173.6
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
159.9
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
116.1
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LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.