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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.
: 536.8
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
485.5
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
1634.0
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
1579.5
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
1579.3
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
1510.6
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
1488.9
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
1486.5
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
1381.7
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
1340.0
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
1339.7
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
1315.8
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
1308.9
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
1265.5
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
1191.8
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
1190.9
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
1118.9
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
1095.7
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
1076.5
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
1069.6
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
1068.8
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
1036.0
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
1033.5
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
1028.0
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
1017.4
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
1007.3
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
1001.0
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
976.4
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
961.9
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
934.3
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
929.3
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
923.0
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
917.8
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
893.2
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
889.4
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
888.1
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
885.7
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
881.2
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
865.6
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
850.8
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
836.3
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
835.8
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
820.8
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
817.8
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
812.6
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
812.5
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
808.2
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
804.9
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
804.0
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
802.3
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
801.9
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
797.4
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
784.1
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
779.5
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
778.7
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
772.1
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
768.5
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
764.6
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
755.7
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
753.3
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
747.4
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
732.7
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
729.4
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
727.9
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
719.7
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
715.2
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
710.8
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
710.5
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
707.3
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
689.6
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
685.2
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
685.1
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
678.9
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
678.7
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
675.3
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
672.6
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
671.5
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
668.4
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
658.7
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
649.6
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
643.5
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
641.9
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
641.8
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
637.1
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
629.2
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
628.3
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
627.5
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
625.5
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
621.4
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
620.5
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
619.8
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
619.4
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
613.7
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
610.9
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
604.3
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
600.8
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
598.6
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
596.4
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
594.6
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
590.4
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
588.9
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
587.9
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
581.6
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
580.8
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
580.3
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
576.4
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
569.3
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
567.6
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
565.4
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
551.4
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
550.0
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
549.9
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
546.0
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
545.7
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
543.5
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
539.4
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
538.3
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
537.0
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
536.6
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
532.4
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
531.6
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
526.4
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
520.4
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
520.1
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
514.9
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
514.8
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
512.1
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
511.7
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
511.6
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
507.4
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
504.3
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
502.9
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
501.0
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
499.6
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
497.0
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
495.8
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
494.3
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
493.6
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
492.6
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
491.9
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
491.2
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
491.2
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
488.8
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
476.0
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
475.8
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
474.4
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
473.8
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
472.9
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
470.5
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
467.3
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
467.1
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
464.0
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
461.3
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
461.2
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
460.2
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
451.3
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
451.2
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
450.9
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
450.2
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
447.3
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
444.2
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
440.5
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
439.5
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
439.3
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
435.8
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
429.0
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
428.9
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
426.9
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
424.4
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
420.4
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
420.2
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
419.2
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
417.9
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
417.2
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
416.6
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
416.5
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
415.3
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
408.4
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
405.3
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
405.3
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
405.3
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
403.5
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
402.5
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
401.9
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
401.1
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
400.3
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
400.0
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
397.4
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
396.2
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
392.8
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
392.8
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
390.9
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
387.4
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
387.4
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
385.4
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
385.2
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
384.2
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
382.4
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
382.0
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
380.0
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
378.2
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
377.5
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
375.5
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
375.4
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
374.2
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
372.4
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
372.0
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
371.6
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
370.3
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
368.6
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
365.7
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
364.9
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
363.7
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
363.2
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
362.6
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
360.9
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
358.9
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
358.4
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
357.5
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
356.5
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
355.6
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
354.5
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
354.1
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
352.0
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
351.1
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
350.6
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
349.8
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
349.0
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
344.6
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
342.8
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
341.6
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
340.3
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
339.7
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
337.9
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
337.2
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
336.3
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
335.6
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
333.7
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
331.6
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
331.5
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
330.5
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
329.2
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
327.8
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
324.5
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
324.0
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
322.9
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
320.7
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
319.2
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
318.9
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
317.9
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
317.6
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
317.5
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
316.7
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
315.6
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
315.4
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
315.3
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
314.2
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
312.5
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
311.4
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
309.9
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
309.0
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
306.0
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
305.5
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
305.0
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
304.4
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
303.2
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
301.9
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
301.1
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
300.4
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
299.3
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
298.9
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
297.7
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
295.2
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
294.2
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
294.1
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
291.7
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
287.5
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
287.4
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
283.9
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
283.4
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
282.0
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
279.9
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
278.8
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
277.2
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
275.7
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
274.2
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
273.8
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
273.1
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
272.7
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
271.6
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
271.1
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
270.1
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
269.5
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
266.1
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
262.3
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
260.8
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
259.9
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
259.2
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
257.6
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
256.9
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
256.0
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
254.4
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
253.6
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
253.5
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
252.4
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
250.0
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
248.9
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
248.5
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
246.8
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
246.2
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
244.0
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
240.6
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
239.3
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
237.3
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
236.8
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
235.7
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
232.3
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
231.6
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
230.1
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
227.4
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
227.0
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
224.0
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
223.9
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
219.1
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
218.8
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
218.5
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
217.1
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
216.8
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
209.5
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
207.1
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
205.4
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
205.0
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
204.6
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
201.5
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
198.6
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
195.8
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
194.2
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
193.4
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
189.8
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
189.1
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
187.1
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
184.5
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
183.5
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
181.1
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
175.2
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
173.3
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
171.4
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
170.9
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
170.0
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
168.0
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
164.7
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
162.9
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
162.4
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
162.1
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
162.0
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
160.4
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
151.9
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
148.0
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
144.1
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
136.3
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
135.9
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
115.4
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
113.0
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
111.0
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
108.5
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
106.7
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
93.9
Show all
LIVER CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off).
The Human Protein Atlas project is funded
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