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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.
RBP4 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 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
3135.4
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
14671.5
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
11318.5
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
10997.1
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
9970.4
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
9271.2
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
9113.9
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
8308.7
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
7741.4
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
7713.6
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
7589.1
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
7517.2
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
7386.7
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
6755.9
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
6753.1
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
6619.6
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
6506.6
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
6269.0
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
6249.4
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
6236.5
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
6181.6
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
6172.4
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
6149.0
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
5966.2
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
5862.2
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
5857.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
5763.9
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
5687.9
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
5666.7
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
5624.5
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
5614.6
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
5606.0
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
5597.1
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
5566.7
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
5537.9
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
5520.1
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
5506.8
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
5450.7
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
5446.8
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
5435.6
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
5425.6
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
5322.5
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
5278.2
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
5272.7
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
5243.7
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
5232.2
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
5231.3
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
5189.6
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
5134.7
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
5111.7
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
5103.3
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
5035.3
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
5031.8
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
5011.8
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
5004.6
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
4933.8
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
4908.9
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
4888.4
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
4879.2
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
4869.3
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
4861.7
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
4852.7
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
4823.9
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
4771.6
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
4771.2
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
4766.8
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
4765.6
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
4723.9
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
4706.4
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
4689.1
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
4665.1
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
4657.3
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
4655.1
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
4654.5
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
4639.9
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
4630.4
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
4626.3
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
4620.8
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
4619.4
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
4610.8
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
4608.4
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
4593.4
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
4551.0
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
4515.4
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
4485.9
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
4473.5
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
4472.6
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
4416.2
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
4397.0
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
4381.5
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
4379.2
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
4373.0
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
4363.6
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
4359.8
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
4305.1
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
4286.2
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
4286.0
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
4282.2
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
4238.9
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
4222.3
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
4209.9
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
4130.4
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
4123.0
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
4102.1
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
4080.0
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
4064.8
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
4011.3
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
3989.5
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
3974.5
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
3962.1
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
3961.7
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
3957.2
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
3949.9
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
3949.2
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
3948.3
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
3928.9
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
3918.7
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
3887.8
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
3887.7
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
3883.9
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
3879.3
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
3844.7
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
3816.4
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
3813.1
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
3784.3
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
3779.0
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
3753.1
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3725.7
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
3710.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
3695.5
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
3668.7
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
3666.0
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
3658.1
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
3652.5
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
3592.4
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
3591.3
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
3585.6
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
3578.9
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
3565.7
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
3557.4
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
3554.0
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
3551.1
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
3547.3
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
3542.3
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
3518.3
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
3497.3
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
3488.5
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
3480.1
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
3471.7
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
3454.1
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
3450.7
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
3441.0
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
3439.9
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
3425.8
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
3424.6
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
3415.6
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
3346.1
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
3344.4
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
3315.6
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
3310.3
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
3286.0
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
3284.4
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
3278.5
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
3252.1
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
3245.0
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
3235.8
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
3233.5
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
3220.3
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
3199.2
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
3188.0
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
3148.7
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
3131.3
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
3130.5
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
3116.2
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
3081.5
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
3076.9
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
3033.8
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
3025.0
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
3023.2
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
3009.8
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
2979.2
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
2962.5
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
2962.2
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
2959.2
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
2946.1
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
2946.1
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
2923.8
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
2876.8
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
2873.9
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
2873.9
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
2859.7
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
2833.4
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
2828.4
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
2809.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
2793.1
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
2743.3
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
2739.4
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
2732.8
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
2725.2
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2709.6
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
2669.0
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
2630.7
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
2624.6
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
2593.5
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
2588.7
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
2588.3
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2571.2
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
2560.8
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
2527.7
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
2527.2
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
2513.1
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
2511.8
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
2490.5
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
2485.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
2483.8
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
2483.7
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
2476.6
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
2468.2
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
2444.4
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
2410.9
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
2400.3
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
2396.6
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
2374.7
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
2370.9
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
2342.8
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
2326.5
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
2301.1
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
2276.9
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
2268.8
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
2253.3
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
2247.8
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
2243.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
2242.0
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
2232.1
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
2210.1
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
2209.5
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
2207.9
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
2144.9
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
2136.5
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
2121.3
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
2118.9
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
2109.8
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
2096.3
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
2086.0
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
2067.3
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
2061.3
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
2059.7
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2050.8
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
2047.7
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
2029.5
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
2022.3
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
2012.8
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
2009.0
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
2000.8
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
1968.7
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
1951.9
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
1950.4
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
1934.9
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
1924.3
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
1916.7
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
1915.8
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1886.3
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
1882.5
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
1879.0
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
1865.1
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
1864.0
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
1841.2
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1792.5
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
1721.9
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
1680.4
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1678.6
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
1642.4
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1631.0
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
1629.5
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
1618.3
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
1615.1
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
1591.6
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
1573.1
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
1544.4
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1542.9
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
1542.1
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1540.1
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1540.0
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
1528.2
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1510.5
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1484.5
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1468.9
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1454.3
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
1443.2
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
1434.1
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1417.7
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
1417.1
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
1407.4
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
1378.8
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
1375.0
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
1374.8
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
1372.5
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
1370.3
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
1363.7
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1356.8
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1353.7
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1348.0
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
1306.9
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
1300.7
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1294.3
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
1280.9
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1276.5
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
1257.8
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
1248.2
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
1237.7
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
1216.3
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1192.3
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
1176.8
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
1144.7
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
1140.9
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1134.4
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1097.1
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
1091.7
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1084.1
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
1068.4
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
1000.8
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
962.5
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
915.4
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
913.6
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
885.3
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
879.4
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
833.1
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
815.2
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
805.3
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
786.1
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
784.2
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
776.6
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
744.8
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
738.5
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
718.1
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
702.3
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
701.3
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
683.6
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
642.7
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
642.0
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
591.1
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
582.8
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
552.4
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
501.9
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
477.1
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
433.3
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
388.0
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
383.3
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
350.0
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
290.3
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
248.4
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
200.7
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
184.3
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
180.5
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
173.8
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
170.7
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
142.5
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
139.7
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
86.6
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
28.8
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
20.6
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
9.9
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
5.3
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
4.3
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
3.9
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
3.0
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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.
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.