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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.
: 327.43
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
609.9
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
1895.7
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
1883.5
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
1858.4
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
1777.5
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
1553.1
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
1515.1
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
1461.8
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
1434.4
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
1417.6
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
1417.3
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
1395.6
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
1371.5
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
1363.8
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
1351.9
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
1337.8
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
1316.8
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
1312.2
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
1309.3
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
1291.5
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
1272.4
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
1269.7
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
1253.6
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
1253.4
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
1252.6
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
1247.0
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
1222.9
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
1219.8
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
1203.2
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
1201.2
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
1197.4
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
1180.0
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
1162.0
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
1158.5
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
1150.1
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
1146.1
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
1141.4
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
1134.2
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
1121.8
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
1119.2
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
1112.7
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
1112.4
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
1107.2
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
1096.2
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
1093.6
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
1091.1
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
1082.4
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
1074.4
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
1073.9
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
1060.8
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
1059.9
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
1059.0
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
1028.5
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1020.1
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
1019.4
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
1018.8
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
1016.7
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
1000.9
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
981.0
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
979.0
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
955.6
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
951.1
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
951.1
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
946.4
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
945.7
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
939.5
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
937.6
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
932.1
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
926.1
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
924.3
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
913.5
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
909.4
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
907.1
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
906.9
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
899.5
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
896.5
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
894.1
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
888.0
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
885.8
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
883.7
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
878.4
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
876.6
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
875.2
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
861.8
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
848.0
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
847.4
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
841.6
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
831.7
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
830.9
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
829.8
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
819.9
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
815.2
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
814.7
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
813.3
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
806.8
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
805.4
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
793.4
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
783.6
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
782.7
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
776.8
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
774.3
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
773.9
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
769.4
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
767.4
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
760.1
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
758.0
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
753.2
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
751.9
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
746.8
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
742.8
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
739.6
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
736.9
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
736.8
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
736.3
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
734.8
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
732.9
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
732.8
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
732.4
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
728.0
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
726.1
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
716.6
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
715.8
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
712.6
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
706.2
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
705.1
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
701.9
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
696.2
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
695.9
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
694.7
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
682.4
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
677.8
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
673.2
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
672.2
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
663.7
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
663.2
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
662.9
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
662.3
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
659.9
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
656.4
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
656.0
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
653.6
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
645.3
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
641.3
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
640.1
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
634.9
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
630.3
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
625.5
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
624.7
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
623.9
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
623.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
622.2
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
619.7
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
615.0
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
614.6
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
613.4
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
612.9
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
610.7
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
605.7
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
604.7
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
604.6
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
601.1
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
600.9
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
598.4
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
598.0
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
596.7
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
592.0
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
591.6
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
591.2
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
589.8
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
589.5
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
588.5
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
586.1
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
583.8
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
577.4
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
576.6
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
569.5
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
565.2
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
556.5
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
554.8
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
552.3
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
548.7
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
547.5
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
543.3
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
542.2
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
539.7
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
536.9
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
534.4
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
533.5
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
527.9
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
527.5
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
523.0
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
521.1
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
519.5
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
515.8
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
515.5
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
515.2
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
509.9
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
508.2
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
506.7
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
506.5
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
504.4
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
503.9
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
503.3
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
498.1
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
497.7
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
493.5
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
491.4
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
488.7
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
486.6
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
480.6
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
479.6
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
477.5
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
472.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
470.8
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
470.5
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
467.4
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
462.4
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
461.6
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
458.9
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
456.6
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
455.2
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
452.3
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
449.5
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
445.9
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
442.9
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
442.8
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
442.6
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
441.0
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
433.9
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
429.2
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
427.9
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
427.1
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
423.5
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
420.9
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
420.8
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
418.7
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
418.3
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
415.5
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
414.8
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
414.6
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
413.3
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
413.2
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
410.5
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
409.2
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
405.8
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
405.0
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
403.7
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
403.6
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
399.8
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
399.4
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
393.4
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
391.8
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
386.1
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
385.9
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
385.9
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
382.2
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
381.8
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
377.4
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
377.3
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
376.9
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
376.3
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
376.2
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
370.8
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
368.6
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
366.6
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
366.0
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
363.3
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
363.1
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
357.9
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
356.5
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
344.4
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
344.3
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
340.2
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
339.4
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
337.8
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
336.3
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
333.9
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
331.0
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
330.6
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
328.1
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
326.8
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
323.4
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
322.7
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
321.3
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
311.7
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
309.5
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
306.0
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
305.5
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
304.7
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
304.5
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
303.8
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
300.4
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
289.3
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
287.2
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
283.8
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
282.8
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
281.3
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
277.4
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
275.7
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
267.1
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
266.5
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
264.7
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
264.6
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
263.8
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
263.4
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
253.9
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
252.5
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
250.6
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
249.7
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
249.2
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
246.2
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
244.7
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
244.2
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
243.9
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
243.4
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
242.1
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
237.4
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
234.8
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
234.3
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
234.2
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
229.7
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
224.3
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
223.5
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
221.2
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
220.1
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
215.3
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
215.0
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
203.3
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
201.5
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
198.7
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
195.2
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
193.8
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
189.2
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
186.7
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
183.4
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
182.8
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
180.2
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
176.4
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
174.0
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
171.7
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
171.6
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
166.7
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
160.5
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
154.8
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
153.5
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
151.0
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
143.9
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
139.7
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
139.6
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
139.5
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
132.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
130.1
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
128.2
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
128.1
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
124.8
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
117.0
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
113.9
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
112.3
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
96.8
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
89.3
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
65.9
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
65.2
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
61.8
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
60.5
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
57.5
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
19.3
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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