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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.
MT-ND4L is prognostic, high expression is favorable in liver cancer
Stage:
Survival analysis
Current cut offi
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 average 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
2440.0
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
13683.7
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
13459.5
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
11731.8
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
11670.6
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
11017.4
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
10055.8
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
9897.4
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
9560.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
8993.2
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
8531.8
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
8085.7
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
7584.4
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
7203.4
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
7043.3
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
6486.7
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
6223.3
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
6168.9
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
6094.6
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
6005.2
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
5949.5
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
5908.9
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
5678.0
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
5488.3
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
5464.1
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
5316.4
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
5167.1
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
5131.1
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
5128.3
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
5119.8
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
5106.3
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
5100.8
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
5081.3
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
5049.5
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
4968.2
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
4794.8
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
4767.3
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
4662.6
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
4660.2
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
4628.1
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
4615.7
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
4602.8
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
4584.7
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
4561.2
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
4557.5
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
4515.6
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
4496.8
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
4452.2
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
4385.1
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
4288.6
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
4271.3
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
4178.6
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
4170.4
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
4155.9
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
4117.0
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
4051.3
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
4050.3
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
4041.8
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
4036.6
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
4007.8
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
4004.2
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
3983.7
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
3952.3
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
3921.9
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
3899.7
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
3866.8
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
3833.9
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
3818.7
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
3795.4
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
3782.1
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
3777.2
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
3748.1
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
3725.7
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
3723.0
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
3718.7
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
3703.0
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
3694.7
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
3675.5
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
3673.9
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
3644.7
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
3629.5
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
3582.5
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
3575.1
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
3525.0
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
3449.2
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
3439.6
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
3435.1
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
3432.0
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
3431.6
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
3430.6
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
3430.2
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
3408.4
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
3393.1
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
3383.2
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
3379.9
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
3378.6
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
3355.9
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
3352.2
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
3347.7
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
3310.9
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
3304.4
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
3286.7
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
3279.6
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
3203.2
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
3170.0
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3147.3
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
3142.1
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
3129.6
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
3110.5
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
3106.4
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
3100.3
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
3048.9
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
3030.7
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
3027.4
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
3018.2
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
2996.3
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
2955.1
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2946.7
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
2944.0
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
2912.0
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
2877.6
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
2867.1
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
2856.8
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
2824.4
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
2816.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
2813.2
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
2762.5
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
2751.0
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
2740.1
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
2736.6
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
2732.3
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
2720.1
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
2659.0
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
2648.5
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
2639.6
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
2637.0
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
2605.5
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
2592.1
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
2572.6
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
2567.9
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
2552.4
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
2549.7
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
2536.4
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
2498.0
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
2487.3
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
2483.1
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
2474.3
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
2470.8
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
2465.9
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
2434.2
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
2380.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
2374.6
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
2374.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
2304.3
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
2295.5
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
2285.2
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
2265.2
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
2254.6
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
2215.5
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
2214.4
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
2211.8
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
2209.0
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
2206.2
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
2112.8
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
2112.5
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
2103.8
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
2099.8
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
2091.5
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
2089.7
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
2088.8
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
2080.6
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
2060.4
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
2059.7
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
2054.2
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
2030.9
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
2016.9
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
2001.5
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
2000.0
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
1995.0
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
1975.3
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
1955.5
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1945.4
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
1936.5
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
1928.9
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
1926.7
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
1918.6
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1866.2
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
1845.4
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
1841.6
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
1836.5
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
1834.4
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
1831.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
1825.4
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
1797.3
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
1784.4
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
1760.5
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
1754.9
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
1746.6
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
1743.6
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
1736.4
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
1697.2
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
1685.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
1664.8
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
1624.4
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
1612.5
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
1599.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
1595.9
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
1594.8
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
1582.5
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
1566.9
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1564.1
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
1562.5
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1555.6
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
1552.2
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1533.7
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
1527.2
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
1526.6
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1525.5
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
1498.4
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
1491.8
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
1473.4
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
1449.6
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
1446.0
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
1445.7
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1445.0
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
1425.7
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
1421.6
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
1415.7
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
1413.2
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1411.7
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1410.8
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
1397.6
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
1386.6
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
1386.2
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
1376.8
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
1376.6
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
1320.2
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
1319.8
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
1257.7
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
1250.7
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
1248.9
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1248.4
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
1241.8
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1236.2
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
1234.3
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
1225.9
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
1181.0
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
1177.6
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
1177.3
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
1177.3
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
1169.2
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
1160.5
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
1138.6
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
1136.5
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
1117.7
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
1114.6
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1108.6
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
1100.6
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
1095.4
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
1079.4
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1078.1
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
1075.0
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
1068.4
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
1060.0
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
1055.1
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
1054.8
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1047.7
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1023.4
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1018.5
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
1012.4
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
1009.9
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
1003.9
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
999.3
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
995.4
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
981.3
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
966.0
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
958.6
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
954.9
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
946.4
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
942.5
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
922.6
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
907.5
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
887.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
875.4
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
871.8
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
866.2
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
855.9
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
855.9
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
832.9
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
831.9
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
800.0
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
798.2
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
797.4
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
793.6
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
791.5
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
787.8
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
764.1
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
761.9
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
751.6
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
750.4
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
739.3
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
738.4
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
736.6
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
725.6
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
715.8
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
657.7
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
649.8
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
646.8
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
643.3
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
604.8
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
604.1
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
586.9
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
580.0
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
575.1
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
555.0
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
519.3
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
518.7
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
487.1
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
485.6
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
479.1
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
475.9
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
474.8
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
449.4
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
440.8
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
440.5
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
435.5
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
426.1
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
424.1
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
398.2
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
389.2
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
372.1
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
362.4
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
362.0
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
352.2
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
351.0
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
345.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
342.4
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
340.6
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
303.5
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
297.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
295.7
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
295.7
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
271.1
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
264.5
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
262.5
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
259.9
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
255.0
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
246.0
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
242.6
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
233.0
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
224.3
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
219.5
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
217.7
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
213.0
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
188.6
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
186.4
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
172.4
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
153.2
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
150.0
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
142.3
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
134.2
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
114.2
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
98.3
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
92.1
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
55.4
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
46.7
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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.