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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 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
826.2
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
3394.0
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
3257.4
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
3005.0
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
2990.4
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
2948.6
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
2932.2
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
2908.4
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
2871.6
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
2743.5
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
2740.9
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
2712.9
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
2675.9
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
2532.0
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
2511.6
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
2472.9
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
2456.4
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
2454.4
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
2439.6
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
2434.4
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
2379.2
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
2369.1
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
2367.3
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
2362.8
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
2326.6
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
2295.2
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
2284.9
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
2209.8
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
2204.1
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
2174.9
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
2148.5
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
2122.3
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
2113.1
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
2096.7
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
2010.9
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
1981.6
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
1972.8
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
1930.4
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
1907.1
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
1904.4
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
1849.0
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
1834.4
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
1803.5
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1797.4
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
1794.4
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
1774.9
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
1762.2
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
1762.1
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1750.0
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
1731.5
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
1696.2
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1661.6
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
1657.5
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
1646.2
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1621.7
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
1585.6
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
1565.0
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
1543.3
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
1532.3
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
1509.7
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
1486.8
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
1474.6
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
1473.1
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
1445.4
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
1441.5
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
1426.5
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
1420.3
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
1415.2
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
1393.7
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
1390.2
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
1369.6
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
1354.3
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
1350.8
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
1333.1
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1326.0
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1297.7
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
1264.1
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
1261.6
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
1258.2
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
1252.1
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
1244.2
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
1235.8
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
1212.1
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
1205.3
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
1204.3
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
1201.7
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
1201.4
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
1199.2
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
1175.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
1173.0
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
1156.7
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
1152.1
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
1145.0
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
1144.1
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
1134.9
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
1127.9
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1127.0
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
1117.2
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
1115.2
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
1113.6
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
1103.6
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
1099.7
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
1097.6
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
1080.1
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
1071.7
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
1059.5
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
1056.3
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
1048.4
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
1047.3
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
1046.6
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
1038.5
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
1035.1
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
1034.3
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
1033.0
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
1031.4
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
1027.7
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
1026.1
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1021.8
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
1017.8
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
1017.4
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
1017.1
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
1009.4
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
1006.5
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
1006.4
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
1000.4
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
999.0
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
996.2
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
984.3
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
984.0
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
973.7
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
966.2
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
956.4
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
939.4
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
924.2
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
905.0
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
892.9
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
888.6
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
887.6
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
878.1
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
865.1
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
863.5
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
859.2
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
850.6
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
846.1
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
844.4
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
840.0
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
804.7
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
799.7
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
796.6
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
794.1
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
788.5
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
781.2
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
781.1
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
779.3
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
776.6
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
776.4
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
762.4
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
761.1
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
753.7
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
746.9
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
734.9
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
731.3
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
729.6
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
729.4
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
727.5
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
724.0
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
722.2
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
708.7
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
702.6
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
698.2
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
695.8
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
666.3
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
663.2
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
656.0
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
655.8
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
650.1
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
647.9
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
645.6
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
644.0
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
637.6
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
633.8
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
632.3
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
630.1
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
623.6
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
621.9
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
618.3
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
614.5
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
611.2
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
609.8
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
607.5
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
605.6
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
605.1
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
602.8
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
598.3
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
577.1
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
576.5
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
572.9
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
572.3
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
570.2
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
552.6
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
552.0
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
544.5
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
539.3
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
538.8
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
538.0
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
537.1
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
536.3
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
520.0
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
514.7
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
511.5
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
511.1
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
509.6
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
509.1
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
494.5
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
491.8
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
488.1
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
486.5
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
479.3
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
473.9
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
466.5
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
466.4
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
465.4
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
463.0
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
460.8
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
451.0
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
444.8
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
440.7
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
432.6
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
427.8
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
424.0
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
421.9
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
415.9
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
408.8
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
406.8
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
403.5
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
403.0
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
398.4
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
396.0
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
393.8
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
391.8
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
391.2
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
383.9
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
380.2
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
377.8
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
371.9
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
367.9
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
367.5
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
363.0
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
361.9
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
358.5
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
353.3
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
345.1
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
344.6
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
343.7
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
341.9
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
335.2
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
334.8
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
327.1
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
326.6
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
326.6
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
323.5
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
321.2
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
320.1
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
319.5
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
318.3
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
303.7
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
303.2
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
296.8
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
288.1
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
286.8
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
282.0
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
281.6
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
277.1
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
274.4
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
265.1
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
262.2
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
238.5
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
234.3
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
230.9
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
230.3
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
227.7
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
224.4
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
214.3
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
213.8
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
204.6
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
195.6
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
192.7
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
191.2
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
190.2
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
189.4
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
184.4
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
180.9
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
177.2
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
174.5
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
171.0
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
170.7
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
166.1
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
163.4
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
162.8
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
157.0
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
153.6
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
153.3
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
152.3
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
143.5
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
136.0
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
134.1
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
130.0
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
122.9
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
122.0
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
120.2
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
118.3
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
114.9
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
106.7
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
101.7
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
100.1
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
95.7
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
95.4
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
94.6
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
93.4
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
92.7
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
91.8
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
90.9
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
88.1
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
83.2
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
82.1
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
81.7
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
79.5
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
75.8
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
72.5
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
69.3
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
67.8
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
65.3
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
63.2
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
56.7
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
51.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
50.8
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
50.8
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
50.3
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
46.3
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
42.5
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
41.0
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
34.0
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
33.8
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
29.1
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
26.2
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
23.3
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
23.0
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
20.0
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
16.9
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
16.4
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
16.0
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
14.4
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
14.3
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
6.3
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
5.0
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
4.7
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
3.7
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
2.3
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
2.0
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
1.9
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
1.6
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
1.5
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
1.2
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
1.0
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
0.6
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
0.4
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LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells.