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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.
: 307.35
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
256.6
Number of samples
365
Samples
Sample
Description
FPKM
TCGA-CC-A7II-01A
55 years, male, asian, stage:iiia, alive, 399 days
1306.6
TCGA-DD-AADN-01A
59 years, male, asian, stage:i, alive, 898 days
919.6
TCGA-DD-AACG-01A
52 years, male, asian, stage:ii, dead, 469 days
827.3
TCGA-DD-AAED-01A
51 years, male, asian, stage:i, alive, 763 days
797.3
TCGA-G3-A25T-01A
45 years, female, white, stage:iiia, alive, 1553 days
674.8
TCGA-DD-AAE0-01A
45 years, female, asian, stage:iiia, alive, 555 days
665.1
TCGA-BC-A69H-01A
64 years, male, white, stage:ii, alive, 444 days
660.3
TCGA-DD-AACB-01A
74 years, female, asian, stage:i, alive, 2324 days
647.9
TCGA-DD-AACL-01A
66 years, female, asian, stage:i, dead, 107 days
621.3
TCGA-CC-A7IE-01A
57 years, male, asian, stage:iiia, dead, 217 days
565.1
TCGA-CC-A5UE-01A
48 years, male, asian, stage:iiib, dead, 272 days
546.6
TCGA-DD-A39Z-01A
43 years, female, stage:ii, dead, 601 days
522.0
TCGA-CC-A7IG-01A
47 years, male, asian, stage:ii, dead, 299 days
519.3
TCGA-DD-A39Y-01A
67 years, male, asian, stage:i, dead, 171 days
513.1
TCGA-2Y-A9GY-01A
64 years, female, white, stage:ii, dead, 757 days
512.7
TCGA-DD-AADI-01A
43 years, female, asian, stage:i, alive, 1085 days
511.1
TCGA-FV-A3I0-01A
76 years, female, white, stage:ii, alive, 848 days
504.6
TCGA-FV-A495-01A
51 years, female, white, stage:ii, alive, 1 days
500.0
TCGA-DD-AADO-01A
55 years, male, asian, stage:i, alive, 453 days
497.4
TCGA-DD-A39V-01A
77 years, male, white, stage:ii, dead, 643 days
495.4
TCGA-BW-A5NO-01A
50 years, male, black or african american, stage:iiia, alive, 20 days
494.7
TCGA-CC-A8HV-01A
51 years, female, asian, stage:ii, dead, 279 days
493.0
TCGA-DD-AACP-01A
65 years, male, asian, stage:i, alive, 415 days
492.9
TCGA-BC-A217-01A
75 years, female, white, stage:ii, dead, 1397 days
490.5
TCGA-KR-A7K7-01A
61 years, female, white, stage:ii, alive, 951 days
490.0
TCGA-MI-A75C-01A
64 years, male, white, stage:i, alive, 291 days
482.1
TCGA-FV-A4ZP-01A
78 years, male, white, stage:iiia, dead, 2486 days
478.2
TCGA-G3-A7M9-01A
70 years, male, white, stage:iiib, dead, 56 days
475.4
TCGA-CC-A8HU-01A
39 years, female, asian, stage:iiia, dead, 344 days
474.3
TCGA-ED-A5KG-01A
60 years, female, asian, stage:ii, alive, 854 days
474.0
TCGA-CC-A7IK-01A
59 years, male, asian, stage:iiia, dead, 262 days
462.1
TCGA-DD-AAVU-01A
46 years, male, asian, stage:ii, alive, 2202 days
458.6
TCGA-DD-AAE4-01A
49 years, female, asian, stage:i, alive, 608 days
446.1
TCGA-2Y-A9H1-01A
58 years, male, white, stage:i, dead, 1229 days
438.1
TCGA-EP-A2KA-01A
52 years, female, white, stage:iiia, dead, 627 days
433.1
TCGA-CC-A3M9-01A
45 years, male, asian, stage:iiia, dead, 300 days
430.1
TCGA-G3-AAV6-01A
53 years, female, white, stage:iiia, dead, 65 days
424.7
TCGA-DD-AAD5-01A
54 years, male, asian, stage:i, alive, 1345 days
421.6
TCGA-RG-A7D4-01A
69 years, male, black or african american, stage:ii, alive, 1098 days
419.2
TCGA-CC-A123-01A
24 years, female, asian, stage:iiia, alive, 219 days
411.1
TCGA-DD-A73G-01A
73 years, female, white, stage:i, alive, 3478 days
407.8
TCGA-DD-AADD-01A
51 years, male, asian, stage:i, alive, 1231 days
404.0
TCGA-DD-AAE6-01A
59 years, female, asian, stage:i, alive, 141 days
397.1
TCGA-PD-A5DF-01A
58 years, female, white, stage:iiib, dead, 639 days
395.4
TCGA-YA-A8S7-01A
69 years, male, white, stage:iiia, dead, 412 days
395.1
TCGA-G3-A5SJ-01A
59 years, male, white, stage:i, alive, 698 days
392.9
TCGA-DD-AACU-01A
59 years, male, asian, stage:i, alive, 1567 days
391.9
TCGA-5C-A9VG-01A
58 years, male, white, stage:ii, alive, 328 days
388.8
TCGA-G3-AAUZ-01A
48 years, male, stage:i, alive, 480 days
388.7
TCGA-DD-A1EF-01A
57 years, female, white, stage:i, dead, 394 days
385.0
TCGA-DD-AACZ-01A
63 years, female, asian, stage:i, dead, 171 days
383.5
TCGA-ED-A7PZ-01A
61 years, male, asian, stage:ii, alive, 6 days
378.5
TCGA-DD-AAD8-01A
73 years, female, asian, stage:i, alive, 1219 days
375.1
TCGA-EP-A2KB-01A
46 years, female, white, stage:i, dead, 596 days
375.0
TCGA-2Y-A9GZ-01A
82 years, female, white, stage:ii, dead, 848 days
371.0
TCGA-MI-A75H-01A
77 years, male, white, alive, 747 days
370.4
TCGA-DD-AACQ-01A
50 years, male, asian, stage:ii, dead, 432 days
368.9
TCGA-CC-A1HT-01A
50 years, male, asian, stage:iiia, dead, 101 days
367.1
TCGA-2Y-A9H3-01A
45 years, male, white, stage:ii, alive, 1516 days
362.7
TCGA-G3-A25X-01A
73 years, male, asian, stage:ii, alive, 1779 days
362.7
TCGA-CC-A8HT-01A
74 years, male, asian, stage:iiia, dead, 140 days
355.6
TCGA-DD-AAC8-01A
72 years, male, asian, stage:i, dead, 16 days
353.5
TCGA-UB-A7ME-01A
51 years, male, asian, stage:i, alive, 486 days
351.8
TCGA-DD-AAVP-01A
48 years, male, asian, stage:i, alive, 2752 days
351.2
TCGA-XR-A8TF-01A
74 years, male, white, stage:i, dead, 693 days
350.7
TCGA-DD-A1EL-01A
23 years, male, black or african american, stage:ii, dead, 415 days
349.4
TCGA-DD-AACD-01A
48 years, male, asian, stage:i, dead, 381 days
346.5
TCGA-G3-AAV4-01A
83 years, female, white, stage:i, dead, 27 days
345.3
TCGA-5C-AAPD-01A
61 years, male, asian, stage:ii, alive, 20 days
343.2
TCGA-KR-A7K8-01A
57 years, male, stage:i, alive, 906 days
341.3
TCGA-DD-AADS-01A
63 years, male, asian, stage:i, alive, 474 days
341.1
TCGA-G3-AAV5-01A
67 years, male, white, stage:ii, alive, 354 days
341.0
TCGA-DD-A39X-01A
78 years, female, white, stage:i, dead, 1694 days
340.1
TCGA-ED-A7PX-01A
48 years, female, asian, stage:ii, alive, 6 days
336.6
TCGA-DD-A3A3-01A
45 years, male, asian, stage:i, dead, 535 days
333.5
TCGA-ED-A7XO-01A
29 years, male, asian, stage:iiia, alive, 427 days
331.6
TCGA-DD-AACF-01A
68 years, male, asian, stage:i, dead, 365 days
331.2
TCGA-DD-AAEH-01A
73 years, male, asian, stage:i, alive, 784 days
329.1
TCGA-WQ-A9G7-01A
female, white, alive, 30 days
328.1
TCGA-UB-A7MB-01A
24 years, male, white, stage:ii, alive, 601 days
325.1
TCGA-DD-A3A7-01A
67 years, male, stage:iiib, dead, 419 days
325.0
TCGA-ED-A8O6-01A
50 years, female, asian, stage:iiia, dead, 56 days
319.6
TCGA-DD-AAW2-01A
69 years, male, asian, stage:i, alive, 1855 days
316.3
TCGA-G3-A3CJ-01A
52 years, male, american indian or alaska native, stage:ii, alive, 594 days
313.0
TCGA-G3-A7M6-01A
60 years, female, white, stage:i, alive, 632 days
310.1
TCGA-FV-A4ZQ-01A
52 years, male, white, stage:i, alive, 12 days
309.5
TCGA-HP-A5N0-01A
88 years, female, dead, 1147 days
309.0
TCGA-ES-A2HS-01A
80 years, male, white, stage:i, dead, 688 days
308.8
TCGA-BC-A5W4-01A
69 years, male, white, stage:iiia, dead, 547 days
308.1
TCGA-DD-AADV-01A
50 years, male, asian, stage:i, alive, 574 days
306.6
TCGA-WX-AA44-01A
64 years, female, white, stage:i, alive, 615 days
305.7
TCGA-DD-AACI-01A
69 years, male, asian, stage:ii, alive, 1618 days
304.0
TCGA-DD-AAVR-01A
44 years, male, asian, stage:i, alive, 2513 days
303.3
TCGA-BC-A112-01A
80 years, male, white, dead, 153 days
301.3
TCGA-DD-AACN-01A
32 years, male, asian, stage:i, alive, 1302 days
295.5
TCGA-5R-AA1D-01A
17 years, female, white, stage:iiia, alive, 449 days
292.9
TCGA-2Y-A9GS-01A
58 years, male, white, dead, 724 days
292.8
TCGA-DD-AACY-01A
61 years, male, asian, stage:i, alive, 1450 days
291.7
TCGA-ED-A8O5-01A
59 years, female, asian, stage:iiia, alive, 406 days
291.5
TCGA-KR-A7K2-01A
64 years, male, white, stage:i, alive, 829 days
289.1
TCGA-DD-AAEB-01A
60 years, male, asian, stage:i, alive, 478 days
287.9
TCGA-CC-A5UC-01A
63 years, male, asian, stage:iiia, dead, 347 days
286.0
TCGA-G3-A25S-01A
64 years, male, white, stage:i, dead, 416 days
285.8
TCGA-DD-A3A9-01A
64 years, female, white, stage:ivb, dead, 931 days
284.6
TCGA-DD-AA3A-01A
81 years, female, white, stage:i, dead, 410 days
283.9
TCGA-BC-A10Q-01A
72 years, female, white, dead, 1135 days
283.5
TCGA-RC-A6M4-01A
74 years, female, white, stage:iiia, alive, 22 days
281.7
TCGA-RC-A7S9-01A
47 years, female, asian, stage:i, alive, 640 days
281.6
TCGA-MI-A75G-01A
63 years, male, white, stage:ii, alive, 698 days
279.8
TCGA-UB-A7MA-01A
62 years, female, white, stage:ii, alive, 848 days
278.3
TCGA-MR-A8JO-01A
34 years, male, white, stage:i, alive, 330 days
278.0
TCGA-BC-A3KG-01A
68 years, female, white, stage:ii, alive, 680 days
277.9
TCGA-CC-A7IJ-01A
56 years, male, asian, stage:ii, alive, 382 days
276.9
TCGA-BC-A69I-01A
69 years, male, white, stage:i, alive, 387 days
273.7
TCGA-DD-AAVQ-01A
38 years, male, asian, stage:i, alive, 2728 days
272.4
TCGA-ZS-A9CF-01A
64 years, male, white, stage:ii, alive, 2412 days
271.8
TCGA-G3-A25U-01A
63 years, female, asian, stage:i, alive, 1636 days
268.8
TCGA-BC-4073-01B
73 years, male, white, stage:iiia, alive, 849 days
268.1
TCGA-DD-AAW3-01A
69 years, male, asian, stage:i, alive, 1633 days
267.8
TCGA-DD-A3A5-01A
66 years, female, white, stage:iii, dead, 3125 days
266.9
TCGA-DD-AACV-01A
53 years, male, asian, stage:i, alive, 1531 days
266.8
TCGA-G3-AAV0-01A
58 years, male, asian, stage:i, alive, 476 days
266.0
TCGA-EP-A26S-01A
70 years, male, white, stage:i, alive, 608 days
263.5
TCGA-DD-AAEI-01A
72 years, male, asian, stage:i, alive, 1531 days
262.4
TCGA-WQ-AB4B-01A
62 years, male, white, stage:ii, alive, 395 days
260.6
TCGA-XR-A8TE-01A
16 years, male, white, stage:iiia, alive, 925 days
260.2
TCGA-DD-A73E-01A
66 years, male, white, stage:i, alive, 44 days
259.5
TCGA-RC-A6M6-01A
75 years, male, white, stage:ii, alive, 9 days
258.5
TCGA-DD-AACO-01A
40 years, male, asian, stage:i, alive, 1876 days
257.4
TCGA-DD-AADA-01A
66 years, female, asian, stage:i, alive, 1233 days
256.0
TCGA-K7-AAU7-01A
61 years, male, white, stage:ii, alive, 359 days
255.9
TCGA-RC-A6M5-01A
20 years, female, white, stage:iva, alive, 15 days
255.8
TCGA-BC-A10S-01A
81 years, male, white, dead, 1423 days
255.1
TCGA-MI-A75E-01A
61 years, male, white, stage:iiic, alive, 507 days
254.7
TCGA-WX-AA47-01A
33 years, female, white, stage:iiia, dead, 556 days
254.2
TCGA-DD-AACC-01A
61 years, male, asian, stage:i, dead, 1685 days
253.0
TCGA-DD-AAE3-01A
50 years, male, asian, stage:i, alive, 566 days
252.5
TCGA-3K-AAZ8-01A
65 years, male, black or african american, stage:iiib, alive, 396 days
252.1
TCGA-FV-A3R3-01A
38 years, female, white, stage:i, dead, 366 days
251.6
TCGA-DD-A3A6-01A
72 years, female, white, stage:ii, dead, 3258 days
251.3
TCGA-BC-A10Y-01A
76 years, male, white, dead, 711 days
250.3
TCGA-BC-A110-01A
51 years, female, black or african american, dead, 2116 days
249.9
TCGA-DD-A1EJ-01A
71 years, female, white, stage:iiic, dead, 1005 days
249.7
TCGA-ZS-A9CE-01A
79 years, female, white, stage:ii, alive, 1241 days
249.0
TCGA-G3-A7M5-01A
76 years, male, asian, stage:i, alive, 447 days
248.4
TCGA-G3-A7M7-01A
65 years, male, white, stage:i, alive, 361 days
248.4
TCGA-ZS-A9CG-01A
55 years, male, white, stage:ii, alive, 341 days
247.9
TCGA-DD-A1EI-01A
46 years, male, asian, stage:i, alive, 183 days
247.8
TCGA-DD-A73D-01A
68 years, female, white, stage:ii, alive, 693 days
247.7
TCGA-DD-A119-01A
40 years, male, asian, stage:iv, dead, 223 days
246.8
TCGA-DD-AADQ-01A
59 years, male, asian, stage:ii, alive, 436 days
246.4
TCGA-BC-4072-01B
74 years, female, white, stage:iiia, dead, 1490 days
245.7
TCGA-DD-AAVV-01A
56 years, male, asian, stage:ii, alive, 2455 days
245.0
TCGA-DD-AACK-01A
70 years, male, asian, stage:i, alive, 9 days
245.0
TCGA-CC-5259-01A
60 years, female, asian, stage:iiic, alive, 250 days
244.5
TCGA-DD-AACE-01A
62 years, male, asian, stage:i, alive, 2184 days
243.7
TCGA-CC-5263-01A
35 years, male, asian, stage:iiia, dead, 129 days
242.9
TCGA-ED-A82E-01A
60 years, female, asian, stage:iiia, alive, 408 days
241.3
TCGA-BD-A2L6-01A
69 years, male, white, alive, 1363 days
240.9
TCGA-QA-A7B7-01A
48 years, male, black or african american, stage:ii, alive, 94 days
240.3
TCGA-DD-AAVY-01A
56 years, male, asian, stage:iiia, alive, 1970 days
240.3
TCGA-DD-A4NS-01A
62 years, female, white, stage:i, dead, 2456 days
239.8
TCGA-DD-AAD1-01A
51 years, female, asian, stage:i, alive, 564 days
237.6
TCGA-DD-AAVX-01A
38 years, male, asian, stage:ii, alive, 1570 days
237.3
TCGA-CC-5262-01A
67 years, male, asian, stage:iiic, dead, 103 days
236.2
TCGA-G3-AAV2-01A
50 years, male, white, stage:i, alive, 372 days
235.9
TCGA-WX-AA46-01A
62 years, male, white, stage:ii, alive, 756 days
233.0
TCGA-DD-A39W-01A
29 years, female, white, stage:iii, dead, 827 days
232.7
TCGA-BC-A216-01A
62 years, female, white, stage:iiia, alive, 1351 days
232.2
TCGA-CC-A3MA-01A
61 years, male, asian, stage:iiia, dead, 303 days
230.4
TCGA-ZS-A9CD-01A
73 years, male, white, stage:ii, dead, 1386 days
230.4
TCGA-XR-A8TD-01A
49 years, female, white, stage:iiib, alive, 1030 days
230.1
TCGA-DD-AADJ-01A
70 years, female, asian, stage:i, alive, 1066 days
229.0
TCGA-CC-A9FW-01A
68 years, male, asian, stage:iiia, alive, 248 days
228.9
TCGA-DD-AACW-01A
43 years, male, asian, stage:i, alive, 1424 days
228.8
TCGA-CC-5258-01A
48 years, male, asian, stage:ii, dead, 129 days
228.1
TCGA-DD-AADM-01A
58 years, male, asian, stage:ii, dead, 12 days
227.5
TCGA-FV-A496-01A
84 years, female, white, stage:i, alive, 10 days
227.5
TCGA-DD-A4NR-01A
85 years, female, white, stage:i, dead, 9 days
227.0
TCGA-DD-AAC9-01A
51 years, male, asian, stage:i, alive, 347 days
226.9
TCGA-CC-A8HS-01A
18 years, male, asian, stage:iiic, dead, 300 days
224.1
TCGA-BD-A3EP-01A
76 years, female, black or african american, stage:i, alive, 409 days
224.0
TCGA-EP-A3JL-01A
76 years, male, white, stage:i, alive, 303 days
224.0
TCGA-DD-AAEA-01A
65 years, male, asian, stage:i, alive, 575 days
223.8
TCGA-ED-A7PY-01A
20 years, female, asian, stage:ii, alive, 390 days
223.5
TCGA-G3-AAV7-01A
38 years, male, asian, stage:ii, alive, 361 days
223.4
TCGA-DD-AAEE-01A
55 years, male, asian, stage:i, alive, 810 days
222.8
TCGA-DD-AACX-01A
66 years, male, asian, stage:ii, alive, 170 days
222.7
TCGA-DD-AAD2-01A
66 years, male, asian, stage:i, alive, 658 days
219.7
TCGA-MI-A75I-01A
61 years, male, black or african american, alive, 630 days
219.4
TCGA-DD-AAD3-01A
43 years, male, asian, stage:i, alive, 1295 days
219.1
TCGA-ED-A627-01A
74 years, male, white, stage:i, alive, 423 days
218.2
TCGA-DD-AAEG-01A
59 years, female, asian, stage:i, alive, 719 days
217.4
TCGA-G3-A6UC-01A
65 years, male, white, stage:iiib, alive, 671 days
214.6
TCGA-GJ-A3OU-01A
59 years, male, white, stage:i, alive, 879 days
214.1
TCGA-K7-A5RG-01A
66 years, male, black or african american, stage:i, alive, 519 days
214.0
TCGA-2Y-A9H7-01A
81 years, female, white, stage:i, alive, 1168 days
210.3
TCGA-CC-A5UD-01A
45 years, male, asian, stage:iiia, dead, 304 days
210.1
TCGA-O8-A75V-01A
54 years, male, stage:i, alive, 538 days
210.0
TCGA-G3-A25V-01A
68 years, male, white, stage:i, alive, 860 days
209.4
TCGA-5R-AAAM-01A
65 years, female, white, stage:ii, dead, 46 days
208.9
TCGA-DD-A114-01A
42 years, male, black or african american, stage:ii, dead, 1149 days
208.5
TCGA-DD-AADB-01A
51 years, male, asian, stage:i, alive, 1242 days
207.8
TCGA-KR-A7K0-01A
65 years, male, white, stage:i, dead, 65 days
206.9
TCGA-2Y-A9HA-01A
70 years, male, white, stage:ii, dead, 36 days
206.9
TCGA-BC-A8YO-01A
66 years, female, white, stage:iiic, alive, 562 days
205.7
TCGA-RC-A7SF-01A
66 years, male, asian, stage:i, alive, 579 days
205.5
TCGA-DD-AAE9-01A
69 years, male, asian, stage:i, alive, 722 days
204.1
TCGA-BC-A10R-01A
66 years, female, white, dead, 308 days
203.2
TCGA-G3-A25Y-01A
52 years, female, asian, stage:i, dead, 452 days
203.1
TCGA-2Y-A9H4-01A
68 years, male, black or african american, stage:i, alive, 1452 days
203.1
TCGA-ZP-A9D0-01A
67 years, female, black or african american, alive, 1091 days
202.4
TCGA-DD-AADL-01A
58 years, male, asian, stage:i, alive, 636 days
202.2
TCGA-UB-A7MD-01A
67 years, male, black or african american, stage:i, dead, 52 days
202.0
TCGA-BC-A10U-01A
69 years, male, white, dead, 837 days
201.8
TCGA-DD-AADP-01A
45 years, male, asian, stage:i, alive, 458 days
200.3
TCGA-RC-A7SK-01A
59 years, male, asian, stage:i, alive, 472 days
199.5
TCGA-G3-A3CK-01A
61 years, male, asian, stage:i, alive, 585 days
199.4
TCGA-DD-AADR-01A
58 years, male, asian, stage:i, alive, 2028 days
199.3
TCGA-DD-A4NQ-01A
60 years, male, white, stage:ii, dead, 373 days
199.1
TCGA-DD-A1EG-01A
77 years, male, white, stage:i, dead, 1372 days
198.8
TCGA-2Y-A9HB-01A
66 years, male, stage:i, alive, 260 days
198.7
TCGA-WJ-A86L-01A
68 years, female, white, stage:i, alive, 345 days
198.2
TCGA-XR-A8TG-01A
59 years, male, white, stage:i, alive, 898 days
197.8
TCGA-ZP-A9D4-01A
64 years, female, white, alive, 395 days
197.4
TCGA-G3-A25Z-01A
58 years, male, asian, stage:i, alive, 655 days
197.2
TCGA-ED-A66Y-01A
51 years, female, asian, stage:iiia, dead, 296 days
196.1
TCGA-DD-AAE2-01A
51 years, male, asian, stage:i, alive, 638 days
195.5
TCGA-DD-AADC-01A
53 years, male, asian, stage:i, dead, 425 days
193.0
TCGA-ED-A66X-01A
35 years, male, asian, stage:iiia, alive, 406 days
193.0
TCGA-DD-AADG-01A
70 years, male, asian, stage:iiia, alive, 1145 days
191.9
TCGA-2Y-A9H8-01A
85 years, female, white, dead, 633 days
191.4
TCGA-RC-A7SH-01A
42 years, male, asian, stage:ii, alive, 468 days
190.9
TCGA-CC-5264-01A
71 years, male, asian, stage:iiia, dead, 102 days
190.9
TCGA-RC-A7SB-01A
53 years, male, asian, stage:ii, alive, 588 days
190.6
TCGA-BC-A3KF-01A
66 years, female, white, stage:i, alive, 8 days
189.9
TCGA-DD-A4NE-01A
75 years, female, white, stage:iiia, dead, 660 days
189.3
TCGA-DD-AAD6-01A
66 years, male, asian, stage:iiia, alive, 672 days
187.2
TCGA-DD-A4NN-01A
56 years, female, white, stage:i, dead, 899 days
186.8
TCGA-G3-AAV3-01A
58 years, female, white, stage:ii, alive, 412 days
186.4
TCGA-DD-AADF-01A
64 years, female, asian, stage:i, dead, 115 days
186.1
TCGA-T1-A6J8-01A
68 years, male, white, alive, 23 days
186.1
TCGA-ZP-A9D2-01A
51 years, male, white, dead, 765 days
185.6
TCGA-UB-A7MC-01A
59 years, male, white, stage:iiia, alive, 500 days
185.5
TCGA-UB-AA0V-01A
69 years, female, white, stage:i, alive, 314 days
184.9
TCGA-DD-AADU-01A
60 years, male, asian, stage:ii, alive, 554 days
184.1
TCGA-4R-AA8I-01A
66 years, male, white, stage:ii, dead, 262 days
183.8
TCGA-DD-AACJ-01A
75 years, male, asian, stage:ii, alive, 2102 days
183.6
TCGA-DD-AAE1-01A
52 years, male, asian, stage:i, alive, 552 days
183.1
TCGA-DD-AAD0-01A
73 years, female, asian, stage:i, alive, 137 days
181.9
TCGA-ED-A7XP-01A
53 years, female, asian, stage:ii, alive, 400 days
181.8
TCGA-GJ-A6C0-01A
75 years, female, white, stage:ii, dead, 31 days
181.7
TCGA-DD-A3A4-01A
37 years, male, white, stage:iiia, dead, 612 days
180.5
TCGA-DD-A4NP-01A
32 years, male, white, stage:i, alive, 3308 days
178.1
TCGA-CC-A7IH-01A
58 years, male, asian, stage:iiia, alive, 365 days
177.3
TCGA-ES-A2HT-01A
54 years, male, black or african american, stage:i, dead, 438 days
177.1
TCGA-DD-AAVS-01A
56 years, male, asian, stage:i, alive, 1823 days
176.8
TCGA-FV-A3R2-01A
75 years, male, white, stage:i, dead, 194 days
176.8
TCGA-BC-A10T-01A
76 years, male, white, dead, 837 days
175.4
TCGA-CC-5261-01A
44 years, male, asian, stage:ii, dead, 97 days
175.3
TCGA-DD-AAW1-01A
55 years, male, asian, stage:iiia, alive, 1989 days
175.3
TCGA-DD-AACS-01A
39 years, male, asian, stage:i, alive, 1804 days
175.0
TCGA-FV-A3I1-01A
female, white, stage:ii, dead, 247 days
174.7
TCGA-DD-A3A8-01A
75 years, male, white, stage:ii, dead, 11 days
174.7
TCGA-DD-AADY-01A
55 years, female, asian, stage:i, alive, 555 days
174.7
TCGA-DD-A4NJ-01A
54 years, female, white, stage:ii, alive, 928 days
174.1
TCGA-NI-A4U2-01A
71 years, male, white, stage:iiia, dead, 1791 days
173.9
TCGA-DD-AACA-01A
65 years, male, asian, stage:i, alive, 2301 days
173.4
TCGA-DD-A116-01A
68 years, male, asian, stage:iiia, dead, 1622 days
172.4
TCGA-ED-A97K-01A
54 years, male, asian, stage:iiia, alive, 6 days
172.1
TCGA-2Y-A9H6-01A
68 years, female, white, stage:i, alive, 357 days
172.1
TCGA-DD-A1EC-01A
20 years, female, white, stage:i, alive, 602 days
171.9
TCGA-DD-AAE7-01A
72 years, male, asian, stage:i, alive, 644 days
171.2
TCGA-CC-A7IF-01A
59 years, male, asian, stage:iiia, dead, 649 days
170.8
TCGA-G3-A3CH-01A
53 years, male, asian, stage:iiia, alive, 780 days
170.1
TCGA-5C-A9VH-01A
70 years, male, white, stage:i, alive, 322 days
169.5
TCGA-DD-A4ND-01A
56 years, female, white, stage:i, alive, 2746 days
169.5
TCGA-DD-A1ED-01A
68 years, male, white, stage:i, alive, 2301 days
169.0
TCGA-BC-A10X-01A
52 years, female, white, stage:iiia, dead, 770 days
168.8
TCGA-DD-A115-01A
53 years, male, white, stage:iiia, dead, 2542 days
168.7
TCGA-DD-A118-01A
77 years, female, white, stage:ii, alive, 3437 days
168.7
TCGA-5R-AA1C-01A
57 years, male, white, stage:ii, alive, 520 days
167.7
TCGA-ED-A4XI-01A
58 years, male, asian, stage:ii, alive, 819 days
166.6
TCGA-HP-A5MZ-01A
62 years, male, stage:i, dead, 91 days
166.5
TCGA-GJ-A9DB-01A
68 years, male, white, stage:i, dead, 67 days
165.9
TCGA-2Y-A9H9-01A
70 years, male, white, stage:i, alive, 697 days
165.4
TCGA-2Y-A9GU-01A
55 years, female, white, stage:i, alive, 1939 days
165.4
TCGA-CC-A7IL-01A
61 years, male, asian, stage:iiia, dead, 278 days
165.0
TCGA-DD-AACT-01A
69 years, female, asian, stage:i, alive, 1562 days
164.1
TCGA-DD-AACH-01A
69 years, male, asian, stage:ii, dead, 195 days
163.9
TCGA-G3-A3CI-01A
71 years, male, white, stage:i, alive, 180 days
163.0
TCGA-FV-A2QQ-01A
80 years, male, white, stage:i, alive, 729 days
161.9
TCGA-DD-A1EH-01A
23 years, male, white, stage:iii, alive, 1495 days
161.5
TCGA-CC-5260-01A
61 years, female, asian, stage:iiic, dead, 87 days
159.8
TCGA-G3-A7M8-01A
31 years, male, asian, stage:i, alive, 430 days
159.0
TCGA-EP-A2KC-01A
62 years, male, black or african american, stage:i, dead, 19 days
158.2
TCGA-2Y-A9GW-01A
64 years, male, white, stage:i, dead, 1271 days
157.9
TCGA-EP-A12J-01A
63 years, male, black or african american, stage:i, alive, 570 days
157.7
TCGA-DD-A73A-01A
71 years, male, white, stage:i, alive, 728 days
157.6
TCGA-2Y-A9H0-01A
49 years, male, white, stage:iiia, alive, 3675 days
155.3
TCGA-EP-A3RK-01A
73 years, male, white, stage:iiia, alive, 363 days
155.2
TCGA-G3-A3CG-01A
80 years, male, white, stage:i, alive, 673 days
154.7
TCGA-K7-A6G5-01A
66 years, male, white, stage:i, alive, 512 days
154.0
TCGA-LG-A9QD-01A
68 years, male, white, stage:iiia, alive, 366 days
153.5
TCGA-FV-A2QR-01A
male, white, stage:i, dead, 581 days
152.7
TCGA-DD-A3A2-01A
76 years, female, white, stage:i, dead, 2131 days
150.5
TCGA-DD-A73C-01A
65 years, female, white, stage:iiia, alive, 701 days
150.4
TCGA-XR-A8TC-01A
43 years, female, white, stage:i, alive, 1339 days
150.4
TCGA-UB-A7MF-01A
57 years, male, white, stage:iiia, dead, 214 days
149.5
TCGA-NI-A8LF-01A
74 years, male, white, stage:i, alive, 799 days
148.0
TCGA-DD-A4NB-01A
25 years, male, white, stage:i, alive, 989 days
147.6
TCGA-DD-A3A1-01A
65 years, male, stage:iiia, dead, 233 days
147.3
TCGA-K7-A5RF-01A
64 years, male, white, stage:i, alive, 631 days
146.7
TCGA-G3-A5SL-01A
70 years, male, white, stage:ii, alive, 621 days
146.3
TCGA-LG-A6GG-01A
79 years, female, white, stage:ii, alive, 387 days
145.7
TCGA-CC-A3MB-01A
36 years, male, asian, stage:iiia, dead, 315 days
145.4
TCGA-BC-A10Z-01A
62 years, female, white, stage:i, dead, 34 days
144.4
TCGA-DD-A4NF-01A
72 years, male, white, stage:i, alive, 942 days
143.9
TCGA-DD-AAVZ-01A
38 years, male, asian, stage:i, alive, 1900 days
143.8
TCGA-2Y-A9H2-01A
64 years, female, white, stage:i, alive, 1731 days
143.8
TCGA-DD-A4NI-01A
67 years, male, white, stage:ii, alive, 816 days
143.2
TCGA-DD-AAEK-01A
51 years, male, asian, stage:ii, alive, 1067 days
142.1
TCGA-DD-AADW-01A
48 years, male, asian, stage:i, alive, 587 days
140.6
TCGA-2Y-A9GX-01A
68 years, male, white, stage:i, alive, 2442 days
140.2
TCGA-DD-A1EE-01A
73 years, male, white, stage:iiia, dead, 349 days
139.9
TCGA-2Y-A9H5-01A
59 years, female, white, stage:i, dead, 555 days
135.4
TCGA-DD-A4NV-01A
61 years, male, white, stage:iiia, alive, 2398 days
133.7
TCGA-ZP-A9CV-01A
59 years, male, white, dead, 1088 days
133.2
TCGA-DD-A73F-01A
77 years, female, white, stage:i, alive, 1085 days
133.0
TCGA-FV-A23B-01A
70 years, female, white, stage:ii, dead, 1852 days
132.4
TCGA-2Y-A9GV-01A
54 years, female, white, stage:i, dead, 2532 days
131.3
TCGA-DD-A1EA-01A
68 years, male, asian, stage:ii, alive, 2415 days
130.8
TCGA-DD-A1EK-01A
64 years, female, white, stage:ivb, dead, 558 days
130.6
TCGA-DD-AADK-01A
68 years, female, asian, stage:ii, alive, 1049 days
130.1
TCGA-G3-AAV1-01A
51 years, male, asian, stage:iiic, dead, 359 days
130.1
TCGA-DD-A4NK-01A
80 years, female, white, stage:iiia, dead, 1210 days
128.8
TCGA-G3-A5SK-01A
58 years, male, white, stage:i, alive, 744 days
126.9
TCGA-DD-AAVW-01A
35 years, male, asian, stage:i, alive, 2317 days
125.0
TCGA-CC-A9FS-01A
55 years, male, asian, stage:ii, alive, 211 days
124.9
TCGA-MR-A520-01A
58 years, male, white, stage:i, alive, 229 days
124.3
TCGA-ZP-A9D1-01A
56 years, female, white, alive, 21 days
123.3
TCGA-ZP-A9CY-01A
66 years, female, white, alive, 782 days
122.9
TCGA-DD-A113-01A
55 years, female, white, stage:ii, alive, 2425 days
122.9
TCGA-ZP-A9CZ-01A
72 years, male, asian, alive, 706 days
120.6
TCGA-DD-A4NL-01A
46 years, male, white, stage:i, alive, 1711 days
120.1
TCGA-CC-A3MC-01A
54 years, male, asian, stage:iiia, alive, 363 days
119.6
TCGA-G3-A5SM-01A
58 years, male, white, stage:ii, alive, 520 days
119.5
TCGA-DD-A11A-01A
67 years, male, black or african american, stage:i, alive, 79 days
117.8
TCGA-UB-AA0U-01A
60 years, male, white, stage:ii, alive, 327 days
116.1
TCGA-DD-A4NH-01A
65 years, female, white, stage:iiib, alive, 917 days
112.3
TCGA-DD-AAW0-01A
54 years, male, asian, stage:i, alive, 2015 days
112.0
TCGA-2Y-A9GT-01A
51 years, male, white, stage:i, dead, 1624 days
110.0
TCGA-DD-A4NO-01A
66 years, male, white, stage:i, alive, 2245 days
109.1
TCGA-DD-A11C-01A
69 years, male, white, stage:i, alive, 662 days
102.6
TCGA-BC-A10W-01A
50 years, male, asian, dead, 91 days
101.3
TCGA-ED-A459-01A
47 years, male, asian, stage:ii, alive, 910 days
100.3
TCGA-DD-A1EB-01A
72 years, female, stage:i, alive, 2017 days
100.0
TCGA-BD-A3ER-01A
62 years, male, white, stage:ii, alive, 1115 days
98.2
TCGA-DD-A4NG-01A
77 years, male, white, stage:iiia, dead, 802 days
93.7
TCGA-DD-A4NA-01A
67 years, female, white, stage:iiic, alive, 1008 days
92.1
TCGA-G3-A5SI-01A
44 years, male, asian, stage:ii, dead, 768 days
90.2
TCGA-LG-A9QC-01A
48 years, male, white, stage:i, alive, 425 days
88.3
TCGA-DD-A73B-01A
72 years, female, white, stage:i, dead, 283 days
69.8
TCGA-DD-A11D-01A
57 years, female, white, stage:i, dead, 1560 days
67.3
TCGA-DD-A11B-01A
73 years, male, white, stage:i, dead, 14 days
62.5
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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