We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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
2262.6
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
13824.4
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
9251.0
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
9114.6
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
8880.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
8519.2
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
7705.5
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
7032.8
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
6932.7
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
6810.8
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
6716.8
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
6574.8
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
6437.3
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
6432.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
6377.7
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
6370.2
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
6286.6
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
6087.1
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
5973.8
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
5936.3
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
5884.8
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
5775.7
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
5719.6
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
5713.0
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
5670.1
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
5633.7
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
5610.6
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
5551.8
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
5455.5
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
5407.6
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
5284.4
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
5063.9
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
4942.6
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
4878.6
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
4845.9
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
4829.5
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
4799.0
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
4724.5
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
4670.1
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
4665.7
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
4597.9
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
4590.8
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
4559.7
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
4517.8
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
4477.5
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
4447.3
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
4316.3
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
4267.2
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
4152.0
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
4151.8
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
4126.7
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
4122.4
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
4067.2
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
3977.8
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
3957.4
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
3954.0
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
3906.8
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
3868.8
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
3858.4
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
3849.6
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
3844.4
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
3838.6
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
3828.7
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
3804.6
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
3759.5
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
3749.6
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
3741.7
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
3717.3
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
3714.9
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
3686.1
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
3673.9
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
3628.8
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
3595.0
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
3584.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
3576.4
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
3558.3
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
3532.5
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
3509.5
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
3506.3
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
3481.3
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
3435.9
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
3416.6
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
3407.2
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
3394.3
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
3385.0
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
3350.0
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
3349.9
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
3294.8
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
3288.5
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
3233.4
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
3126.3
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
3100.6
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
3090.7
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
3070.8
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
3034.2
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
3023.1
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
2983.7
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
2968.3
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
2961.0
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
2960.9
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
2957.6
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2931.9
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
2930.6
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
2904.8
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
2893.8
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
2888.7
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
2883.9
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
2882.0
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
2857.7
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
2743.5
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
2736.0
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
2728.5
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
2725.7
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
2710.8
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
2708.4
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
2674.8
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
2625.6
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
2606.1
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
2595.7
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
2593.8
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
2576.7
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
2569.9
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
2553.0
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
2550.1
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
2541.1
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
2525.9
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
2521.7
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
2514.3
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
2509.1
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
2469.4
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
2459.9
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
2430.0
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
2428.4
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
2417.2
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
2412.2
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
2399.7
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
2390.1
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
2360.8
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
2358.1
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
2350.3
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
2337.7
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
2319.1
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
2316.6
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
2309.2
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
2296.5
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
2275.3
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
2268.0
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
2266.2
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
2252.7
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
2246.2
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
2242.2
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
2237.5
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
2220.9
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
2214.1
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
2213.8
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
2212.7
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
2172.7
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
2166.8
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
2163.4
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
2153.0
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
2133.7
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2066.8
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
2017.5
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
2016.4
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
1996.7
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
1988.4
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
1974.9
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
1939.3
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
1918.9
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
1900.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
1892.7
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
1873.5
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
1868.3
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
1867.3
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1852.7
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
1844.4
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1838.1
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
1827.7
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1815.1
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
1810.1
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
1804.1
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
1800.9
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
1795.5
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
1785.6
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1784.2
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
1772.9
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
1768.2
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1763.2
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1749.0
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
1748.4
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
1722.4
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1720.4
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
1697.4
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1682.3
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
1674.8
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
1659.5
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
1642.1
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1624.6
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1620.6
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
1620.6
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
1608.3
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
1606.7
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
1595.8
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
1573.4
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
1554.7
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
1547.9
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
1530.5
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
1501.9
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
1497.6
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1494.4
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
1471.0
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1463.1
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
1461.5
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
1454.4
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
1449.3
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
1449.2
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
1438.8
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
1417.3
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1409.2
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
1403.5
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
1384.9
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1377.0
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
1376.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1371.1
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
1353.2
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
1352.7
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
1349.4
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
1339.5
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
1334.5
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
1322.0
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
1300.8
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
1293.3
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
1286.6
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1281.2
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1276.8
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
1273.0
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1247.1
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
1233.7
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
1227.9
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
1226.3
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
1211.7
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
1192.2
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
1185.1
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
1183.2
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1166.4
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1163.1
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1136.0
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
1124.1
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
1119.9
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
1095.6
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1092.1
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
1086.6
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1077.1
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
1075.6
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
1072.4
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1063.5
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
1061.5
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
1051.8
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
1038.0
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
1037.6
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
1015.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
1014.3
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1002.1
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
993.1
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
989.9
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
984.9
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
974.4
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
972.9
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
971.1
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
955.3
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
950.2
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
938.6
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
903.7
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
898.8
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
892.5
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
869.5
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
867.7
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
866.4
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
866.1
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
859.0
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
858.0
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
847.2
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
842.6
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
841.7
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
839.1
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
827.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
816.6
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
810.8
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
792.9
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
762.9
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
757.6
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
752.8
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
751.7
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
735.0
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
728.0
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
713.1
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
703.5
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
681.6
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
672.1
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
662.3
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
660.0
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
653.3
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
648.9
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
639.2
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
631.5
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
631.4
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
628.7
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
625.7
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
625.0
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
609.6
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
602.4
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
590.0
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
589.9
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
585.2
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
572.8
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
570.9
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
556.5
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
548.6
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
545.6
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
543.9
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
504.4
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
498.2
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
490.1
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
483.1
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
465.1
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
464.9
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
464.7
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
449.7
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
446.8
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
435.0
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
433.4
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
432.6
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
418.5
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
413.6
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
412.5
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
404.7
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
395.0
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
394.4
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
389.6
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
356.9
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
352.8
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
284.2
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
271.0
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
268.7
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
241.7
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
234.7
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
135.5
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
126.3
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
123.2
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
100.8
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
50.1
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
47.0
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
41.4
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
40.7
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
35.2
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
29.4
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
13.5
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
12.5
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
9.0
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
5.8
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
5.3
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
5.1
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
2.9
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1.4
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
1.3
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
0.7
Show allShow less
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
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.