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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red. The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The interactive Survival Scatter plot allows for the cutoff to be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Survival analysis". Under the Survival Scatter plot the p-score landscape is shown together with the difference in median between survival time for patients who have died with respect to high and low expression. This is intended to aid the user in exploring custom cutoffs.
Individual patient data is displayed in an interactive plot and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
Based on the FPKM value of each gene, we classified the patients into two groups and examined their prognoses. In the analysis, we excluded genes with low expression, i.e., those with a median expression among samples less than FPKM 1. The prognosis of each group of patients was examined by Kaplan-Meier survival estimators, and the survival outcomes of the two groups were compared by log-rank tests. To choose the best FPKM cut-offs for grouping the patients most significantly, all FPKM values from the 20th to 80th percentiles were used to group the patients, significant differences in the survival outcomes of the groups were examined and the value yielding the lowest log-rank P value is selected.
: 1620.3
Median expression: N/A
Median follow up time: N/A P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A 5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A 5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as median FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
2620.6
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
9939.6
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
8360.6
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
8235.2
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
7802.5
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
7269.6
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
6848.9
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
6822.9
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
6680.9
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
6653.2
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
6486.1
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
6422.8
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
6261.1
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
5967.8
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
5808.6
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
5682.7
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
5678.2
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
5526.4
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
5392.7
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
5314.7
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
5286.0
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
5169.6
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
5142.0
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
5134.3
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
5101.6
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
5009.1
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
4991.8
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
4958.2
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
4909.8
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
4810.4
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
4781.4
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
4778.7
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
4699.4
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
4674.5
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
4672.0
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
4569.8
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
4520.7
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
4483.0
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
4375.1
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
4345.9
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
4340.3
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
4286.6
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
4285.2
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
4264.7
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
4252.0
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
4224.6
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
4197.7
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
4190.3
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
4171.7
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
4133.4
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
4119.7
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
4109.3
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
4086.4
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
4049.9
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
4037.1
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
3984.4
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
3966.4
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
3939.3
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
3932.6
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
3891.1
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
3891.1
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
3870.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
3867.7
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
3845.4
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
3835.6
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
3834.7
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
3825.2
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
3775.4
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
3749.5
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
3728.5
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
3728.4
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
3698.9
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
3692.7
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
3680.9
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
3665.7
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
3660.6
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
3656.3
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
3645.1
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
3629.9
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
3629.7
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
3606.2
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
3595.8
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
3576.3
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
3569.8
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
3562.2
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
3550.8
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
3539.6
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
3509.6
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
3485.8
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
3447.2
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
3409.5
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
3359.5
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
3354.9
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
3339.4
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
3336.3
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
3330.1
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
3323.4
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
3319.9
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
3317.4
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
3271.4
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
3271.1
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
3253.2
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
3250.5
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
3229.8
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
3222.4
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
3217.2
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
3193.5
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
3192.9
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
3188.1
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
3177.1
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
3172.5
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
3155.5
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
3135.3
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
3125.0
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
3124.0
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
3120.3
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
3117.9
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
3110.9
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
3087.8
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
3084.2
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
3079.5
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
3062.7
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
3058.1
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
3057.9
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
3057.3
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
3047.0
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
3045.1
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
3034.7
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
3025.5
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
3008.4
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
2999.1
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
2992.9
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
2992.3
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
2989.9
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
2985.3
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
2984.3
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
2973.6
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
2952.3
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
2942.4
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
2932.3
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
2927.0
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
2914.1
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
2878.9
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
2870.3
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
2867.1
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
2853.7
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
2848.1
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
2844.6
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2842.4
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
2824.0
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
2820.7
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
2806.8
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
2767.0
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
2756.1
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
2750.0
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
2746.4
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
2736.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
2732.3
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
2725.6
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
2724.1
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
2713.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
2713.0
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
2693.5
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
2650.7
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
2647.5
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
2643.5
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
2640.0
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
2617.5
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
2614.4
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
2614.4
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
2605.0
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
2604.8
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
2593.9
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
2589.5
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
2554.7
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
2554.1
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
2538.6
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
2536.4
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
2520.0
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
2519.8
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
2500.0
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
2465.6
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
2444.6
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
2441.6
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
2440.9
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
2439.1
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
2432.8
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
2431.9
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
2417.6
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
2411.8
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
2388.3
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
2380.4
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
2380.2
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
2333.8
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
2333.2
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
2333.1
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
2321.7
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
2319.6
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
2288.3
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
2283.1
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
2278.1
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
2268.4
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
2246.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
2234.5
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
2231.9
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
2229.7
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
2218.0
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
2174.2
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
2173.3
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
2147.9
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
2142.8
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
2124.4
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
2117.4
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
2091.2
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
2083.5
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
2068.6
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
2065.2
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
2040.7
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
2009.9
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
2008.2
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
2001.1
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
1971.5
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1947.5
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
1939.8
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
1925.2
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1917.1
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1909.4
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
1900.4
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
1892.8
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
1886.7
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
1885.9
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1881.8
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1873.7
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
1866.7
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1853.0
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
1851.6
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
1846.0
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1845.8
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1839.5
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
1834.8
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
1825.8
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1822.0
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
1811.4
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
1808.0
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
1796.8
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
1790.1
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
1781.1
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
1772.2
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
1759.6
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
1758.4
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
1754.7
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
1754.0
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
1738.0
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
1727.5
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
1727.3
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1714.9
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1711.6
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
1707.7
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
1695.8
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1684.8
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
1677.7
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
1672.3
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
1660.0
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
1645.6
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
1636.6
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
1635.9
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
1634.3
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
1625.6
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
1620.7
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
1619.9
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
1610.3
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
1585.2
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
1583.4
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1565.3
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
1558.1
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
1551.8
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
1549.1
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
1540.2
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
1540.0
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1527.7
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1527.6
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
1512.4
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
1480.5
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1476.8
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
1475.0
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
1467.2
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
1465.2
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
1457.2
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1455.6
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
1453.2
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1446.8
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
1442.2
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
1438.1
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
1433.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1405.8
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
1404.4
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
1401.8
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
1374.3
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1346.7
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
1339.2
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
1322.6
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
1313.0
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
1312.9
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
1281.3
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
1255.9
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
1252.8
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
1252.5
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
1239.5
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
1235.3
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
1231.7
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
1203.0
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
1198.9
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
1193.3
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
1192.7
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
1175.1
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
1169.8
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1169.4
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
1153.1
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
1148.1
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
1143.3
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
1077.7
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
1063.5
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
1006.0
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
993.7
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
935.7
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
935.6
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
920.9
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
870.8
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
865.2
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
852.8
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
824.8
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
819.1
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
799.5
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
799.2
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
795.8
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
785.9
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
747.8
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
730.2
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
726.0
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
710.1
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
706.6
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
692.2
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
663.9
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
569.3
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
557.3
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
530.8
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
515.5
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
500.1
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
492.5
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
465.9
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
436.4
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
429.9
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
305.4
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
297.9
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
255.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
250.8
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
223.5
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
200.2
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
135.1
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
121.9
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
56.5
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
24.3
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
5.9
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
4.9
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
4.5
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
0.5
Show all
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
The Human Protein Atlas project is funded
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