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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.
: 4152.41
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
11230.1
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
48557.6
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
44628.3
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
41477.2
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
40326.1
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
39483.6
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
39345.1
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
37520.8
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
34776.9
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
34283.8
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
32975.9
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
32631.9
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
31640.8
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
30590.3
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
29857.3
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
29816.2
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
29411.4
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
29027.1
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
28951.9
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
28275.1
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
28205.8
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
28119.5
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
27784.7
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
27779.4
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
27600.5
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
27426.9
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
27297.0
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
26242.5
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
25120.2
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
24758.7
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
24487.7
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
24486.9
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
24172.1
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
24067.8
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
24057.1
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
23677.1
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
23310.2
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
23135.0
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
23062.7
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
22787.6
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
22666.7
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
21869.1
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
21791.1
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
21729.2
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
21694.6
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
21483.6
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
21482.2
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
21458.6
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
21330.8
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
20427.6
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
20339.3
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
20150.2
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
20084.7
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
20035.5
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
19960.7
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
19520.0
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
19239.6
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
18938.5
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
18781.4
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
18772.1
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
18753.4
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
18713.7
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
18428.7
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
18399.0
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
18251.3
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
18245.7
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
17861.5
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
17850.8
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
17707.4
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
17570.0
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
17542.9
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
17395.2
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
17302.0
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
17206.2
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
17195.5
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
17181.1
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
17087.0
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
16935.7
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
16899.6
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
16895.4
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
16891.1
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
16748.8
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
16662.6
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
16631.4
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
16580.5
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
16433.0
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
16402.2
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
16382.9
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
16366.7
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
16336.9
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
16314.0
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
16241.6
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
16206.1
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
16060.4
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
16023.6
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
15707.3
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
15659.2
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
15650.6
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
15609.0
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
15501.7
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
15431.0
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
15312.7
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
15263.6
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
15224.1
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
15092.8
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
14961.8
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
14862.3
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
14830.9
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
14811.3
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
14711.6
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
14648.7
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
14039.1
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
13994.4
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
13904.8
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
13803.3
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
13578.3
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
13550.4
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
13542.4
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
13446.0
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
13359.8
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
13358.0
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
13316.2
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
13213.6
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
13048.8
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
13003.9
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
12944.7
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
12903.5
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
12771.4
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
12770.5
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
12694.7
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
12641.9
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
12546.1
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
12521.0
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
12519.7
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
12501.1
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
12401.4
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
12360.5
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
12300.7
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
12259.6
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
12238.0
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
12144.8
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
12105.7
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
12081.1
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
12079.6
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
12068.8
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
11988.7
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
11978.0
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
11766.8
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
11740.1
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
11735.2
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
11656.5
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
11580.7
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
11552.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
11514.0
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
11413.9
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
11407.2
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
11404.4
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
11352.1
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
11344.3
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
11319.9
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
11286.3
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
10806.8
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
10694.8
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
10625.9
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
10589.6
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
10556.6
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
10515.3
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
10381.7
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
10103.8
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
10001.9
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
9992.6
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
9902.1
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
9844.5
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
9802.3
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
9786.1
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
9719.7
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
9666.6
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
9576.8
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
9513.1
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
9457.0
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
9372.7
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
9360.5
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
9344.4
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
9282.5
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
9221.4
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
9190.1
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
9150.0
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
9089.3
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
8825.8
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
8811.8
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
8793.1
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
8763.4
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
8761.0
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
8719.5
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
8647.9
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
8552.6
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
8449.7
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
8379.9
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
8339.1
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
8286.8
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
8283.1
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
8271.1
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
8255.7
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
8122.7
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
8068.8
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
8012.7
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
7953.6
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
7914.8
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
7876.2
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
7815.2
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
7771.3
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
7723.6
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
7684.6
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
7654.7
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
7567.7
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
7535.1
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
7480.8
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
7449.3
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
7435.3
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
7340.7
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
7285.1
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
7209.6
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
7201.2
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
7168.8
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
7158.9
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
7058.6
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
7053.7
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
7013.7
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
6927.5
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
6922.4
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
6918.7
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
6884.7
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
6868.4
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
6796.5
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
6704.3
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
6556.5
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
6555.2
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
6528.6
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
6485.9
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
6410.0
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
6344.5
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
6340.6
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
6323.1
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
6264.9
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
6253.7
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
6237.6
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
6221.6
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
6150.7
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
6131.7
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
6084.4
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
6079.7
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
6036.5
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
6020.8
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
5871.9
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
5823.3
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
5670.9
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
5580.0
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
5539.2
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
5536.2
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
5413.8
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
5396.7
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
5355.7
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
5323.5
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
5269.4
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
5243.5
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
5179.1
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
5144.4
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
5055.9
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
5030.2
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
4984.7
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
4900.8
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
4897.4
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
4888.8
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
4878.4
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
4850.4
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
4767.9
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
4727.5
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
4671.7
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
4517.0
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
4414.8
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
4365.3
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
4335.0
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
4308.0
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
4228.7
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
4173.0
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
4131.8
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
4090.1
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
4089.3
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
4080.3
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
3984.6
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
3933.5
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
3891.0
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
3821.5
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
3725.8
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
3725.2
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
3588.5
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
3482.7
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
3392.0
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
3344.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
3304.4
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
3270.7
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
3212.9
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
3178.2
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
3177.1
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
3163.7
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
3150.3
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
3105.5
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
3077.5
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
2909.6
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
2869.7
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
2816.6
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
2794.4
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
2775.0
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
2741.5
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
2643.4
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
2616.1
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
2550.7
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
2403.9
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
2399.3
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
2326.6
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
2196.8
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
2191.4
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
2075.0
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
1978.5
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
1952.7
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
1849.6
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
1558.0
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
1389.2
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
1358.2
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
1331.0
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
1288.4
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
1223.0
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
1123.1
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
1121.1
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
1007.3
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
1002.3
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
828.8
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
749.7
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
725.2
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
723.3
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
672.7
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
640.3
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
591.5
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
542.3
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
420.3
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
412.5
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
372.8
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
372.6
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
219.8
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
138.1
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
126.8
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
110.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
104.5
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
103.1
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
66.7
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
20.5
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
15.5
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
13.9
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
12.4
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
9.7
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
8.6
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
7.0
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
4.0
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
3.7
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
1.9
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
1.9
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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