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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.
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average FPKM
1081.6
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
27153.4
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
6483.8
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
6467.7
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
6322.7
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
5984.8
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
5960.0
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
5880.0
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
5421.6
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
4687.6
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
4394.0
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
4294.2
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
4233.1
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
4232.3
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
4111.3
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
4099.3
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
4010.2
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
3947.2
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
3941.6
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
3855.6
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
3607.5
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
3558.1
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
3241.4
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
3198.2
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
3183.2
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
3023.1
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
2852.8
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
2764.6
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
2733.1
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
2726.3
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
2680.8
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
2669.9
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
2614.3
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
2613.7
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
2586.0
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
2399.7
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
2384.3
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
2295.9
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
2295.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
2261.1
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
2254.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
2248.7
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
2227.0
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
2206.5
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
2184.7
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
2162.3
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
2097.7
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
2078.2
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
2050.5
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
2045.4
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
2017.7
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
1999.9
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
1988.6
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
1987.3
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
1976.4
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
1849.8
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
1771.0
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
1770.9
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
1764.2
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
1762.1
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
1752.5
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
1751.8
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
1739.8
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
1697.9
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
1687.9
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
1679.8
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
1674.0
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
1667.4
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
1657.4
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
1647.1
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
1624.3
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
1605.3
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1597.6
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
1592.7
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
1547.6
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
1518.4
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1471.9
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
1445.1
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
1430.4
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
1422.5
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
1414.5
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
1399.1
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
1376.9
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
1371.5
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
1361.4
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1309.7
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
1299.0
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
1292.2
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
1272.2
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1248.8
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
1247.4
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
1218.1
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
1210.2
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
1207.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
1183.4
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
1177.7
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1177.5
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
1177.2
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
1173.1
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
1173.1
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
1157.4
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
1147.3
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
1130.3
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
1126.4
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
1124.5
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
1121.6
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
1101.8
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
1081.8
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
1079.0
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
1072.6
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
1069.5
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
1067.3
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1065.8
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
1060.8
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1053.6
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
1025.6
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
1018.2
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1009.3
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
993.7
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
991.9
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
988.8
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
970.0
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
961.6
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
939.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
930.2
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
928.9
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
926.9
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
918.5
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
901.8
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
899.6
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
894.6
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
882.0
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
878.7
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
864.1
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
850.0
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
840.8
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
837.0
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
820.0
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
817.1
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
807.6
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
805.2
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
803.9
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
803.2
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
792.6
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
781.4
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
774.3
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
772.1
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
767.9
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
767.3
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
763.7
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
758.5
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
747.5
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
747.1
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
731.7
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
729.8
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
725.8
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
699.8
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
694.5
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
684.3
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
680.4
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
680.3
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
653.6
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
651.7
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
648.4
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
641.6
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
632.5
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
628.8
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
627.3
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
621.9
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
621.9
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
620.9
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
618.4
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
610.9
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
607.8
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
604.3
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
602.0
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
597.3
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
591.5
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
591.0
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
590.3
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
589.2
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
585.9
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
584.4
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
583.0
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
579.7
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
578.2
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
570.0
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
568.3
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
561.9
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
553.2
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
548.8
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
548.2
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
548.2
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
535.5
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
535.4
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
532.4
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
526.8
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
526.5
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
514.0
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
510.5
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
507.7
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
499.3
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
497.7
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
495.5
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
493.6
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
493.6
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
486.7
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
483.0
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
479.2
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
475.1
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
473.0
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
472.5
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
471.4
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
469.0
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
461.5
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
460.9
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
460.9
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
459.2
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
455.9
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
453.3
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
443.2
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
439.4
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
431.5
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
429.8
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
426.1
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
424.7
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
423.5
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
421.6
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
419.8
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
418.1
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
414.6
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
413.5
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
410.7
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
410.3
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
404.2
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
401.6
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
394.5
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
393.0
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
389.1
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
387.1
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
387.1
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
382.5
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
380.2
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
380.2
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
376.6
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
370.1
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
367.5
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
365.3
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
364.4
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
362.9
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
362.5
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
361.5
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
359.0
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
358.0
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
354.6
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
354.0
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
353.9
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
342.8
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
341.0
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
340.5
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
340.2
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
337.2
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
334.8
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
334.2
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
332.9
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
331.9
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
331.4
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
329.0
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
327.5
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
323.5
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
316.1
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
312.1
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
311.8
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
309.7
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
305.2
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
305.0
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
301.7
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
301.4
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
300.8
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
297.8
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
294.9
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
292.0
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
290.7
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
289.7
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
289.1
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
286.9
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
275.0
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
271.3
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
269.7
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
268.3
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
264.6
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
263.0
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
262.6
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
262.0
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
258.9
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
258.1
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
256.4
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
254.0
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
253.1
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
249.0
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
247.0
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
239.4
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
237.2
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
234.6
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
232.5
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
232.0
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
230.8
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
230.6
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
228.1
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
225.8
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
223.9
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
222.4
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
221.9
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
220.3
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
219.8
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
216.5
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
216.2
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
211.5
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
208.5
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
203.8
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
202.2
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
200.4
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
199.9
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
191.5
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
189.3
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
186.3
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
185.7
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
184.7
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
182.9
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
181.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
170.2
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
167.1
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
165.3
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
163.9
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
163.2
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
162.1
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
161.9
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
152.1
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
148.9
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
145.7
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
144.9
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
138.5
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
136.6
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
135.0
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
133.0
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
132.5
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
132.4
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
132.0
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
126.6
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
126.6
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
126.3
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
120.9
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
118.4
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
114.7
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
112.5
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
111.4
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
109.3
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
108.7
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
105.0
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
95.5
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
82.0
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
80.8
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
75.0
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
65.4
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
63.3
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
58.0
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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.