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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPAS1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
262.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
85.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
84.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
83.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
82.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
80.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
70.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
67.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
66.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
65.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
61.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
60.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
60.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
59.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
59.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
58.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
58.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
58.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
57.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
56.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
54.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
54.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
53.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
53.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
53.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
51.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
50.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
50.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
49.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
48.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
47.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
47.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
46.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
46.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
46.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
46.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
45.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
44.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
44.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
44.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
42.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
42.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
41.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
41.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
40.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
39.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
39.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
39.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
38.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
37.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
37.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
37.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
36.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
36.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
35.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
35.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
33.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
32.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
31.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
31.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
30.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
30.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
28.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
24.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPAS1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
64.3
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
191.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
164.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
163.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
146.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
145.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
134.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
124.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
117.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
117.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
117.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
114.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
113.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
112.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
111.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
111.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
107.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
107.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
106.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
106.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
106.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
106.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
105.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
105.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
104.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
103.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
103.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
103.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
101.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
100.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
97.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
97.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
96.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
96.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
94.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
94.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
94.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
93.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
93.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
93.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
93.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
93.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
92.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
92.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
92.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
92.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
91.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
91.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
91.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
91.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
91.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
91.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
91.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
90.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
90.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
90.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
89.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
89.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
89.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
89.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
88.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
88.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
88.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
88.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
87.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
87.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
87.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
87.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
86.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
86.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
86.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
86.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
86.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
85.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
85.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
85.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
85.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
85.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
85.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
84.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
84.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
83.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
83.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
83.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
83.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
83.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
83.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
83.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
82.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
82.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
82.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
82.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
81.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
81.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
80.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
80.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
80.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
80.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
80.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
79.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
79.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
78.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
77.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
77.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
77.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
77.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
77.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
77.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
77.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
77.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
77.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
76.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
76.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
76.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
76.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
76.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
76.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
76.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
76.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
76.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
76.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
76.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
75.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
75.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
75.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
75.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
75.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
75.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
74.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
74.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
74.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
74.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
74.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
74.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
74.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
74.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
74.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
74.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
73.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
73.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
73.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
73.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
73.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
73.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
73.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
72.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
72.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
72.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
72.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
72.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
72.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
72.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
71.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
71.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
71.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
71.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
71.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
71.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
70.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
70.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
70.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
70.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
70.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
69.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
69.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
69.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
69.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
69.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
69.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
69.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
69.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
68.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
68.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
68.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
68.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
68.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
67.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
67.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
67.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
67.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
67.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
67.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
67.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
67.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
67.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
67.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
67.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
67.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
66.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
66.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
66.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
66.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
66.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
66.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
66.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
66.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
65.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
65.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
65.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
65.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
65.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
65.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
65.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
65.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
65.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
65.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
65.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
65.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
65.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
65.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
65.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
65.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
65.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
64.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
64.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
64.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
64.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
64.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
64.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
64.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
64.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
64.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
64.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
64.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
63.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
63.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
63.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
63.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
63.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
63.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
63.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
63.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
63.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
63.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
63.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
63.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
62.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
62.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
62.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
62.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
62.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
62.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
62.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
62.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
62.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
62.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
61.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
61.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
61.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
61.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
61.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
61.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
61.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
61.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
60.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
60.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
60.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
60.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
60.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
60.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
60.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
60.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
59.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
59.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
59.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
59.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
59.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
59.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
59.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
59.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
59.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
59.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
59.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
59.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
58.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
58.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
58.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
58.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
58.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
58.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
58.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
58.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
58.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
58.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
58.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
58.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
57.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
57.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
57.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
57.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
57.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
57.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
57.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
57.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
57.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
57.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
57.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
57.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
57.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
57.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
56.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
56.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
56.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
56.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
56.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
56.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
56.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
56.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
56.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
56.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
55.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
55.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
55.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
55.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
55.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
55.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
55.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
55.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
55.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
55.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
55.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
54.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
54.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
54.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
54.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
54.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
54.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
54.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
53.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
53.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
53.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
53.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
53.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
53.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
53.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
53.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
52.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
52.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
52.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
52.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
52.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
52.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
52.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
51.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
51.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
51.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
51.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
51.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
51.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
51.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
51.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
50.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
50.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
50.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
49.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
49.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
49.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
49.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
49.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
49.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
49.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
49.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
49.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
48.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
48.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
48.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
48.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
48.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
48.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
48.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
48.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
47.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
47.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
46.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
46.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
46.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
46.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
46.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
46.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
46.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
46.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
46.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
46.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
45.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
45.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
45.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
45.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
45.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
45.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
44.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
44.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
43.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
42.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
42.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
42.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
42.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
41.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
41.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
41.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
40.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
40.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
39.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
39.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
39.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
39.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
39.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
37.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
36.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
35.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
31.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
31.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
26.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPAS1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
29.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
89.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
78.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
61.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
59.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
57.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
57.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
55.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
55.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
53.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
47.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
47.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
45.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
45.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
45.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
43.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
42.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
41.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
39.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
39.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
36.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
35.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
35.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
32.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
29.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
28.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EPAS1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
67.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
204.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
178.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
137.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
131.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
128.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
123.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
119.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
119.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
118.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
116.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
116.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
115.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
115.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
113.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
108.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
104.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
103.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
103.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
101.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
99.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
99.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
99.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
98.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
98.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
98.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
96.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
95.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
95.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
95.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
94.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
94.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
94.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
92.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
92.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
92.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
91.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
90.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
89.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
88.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
88.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
88.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
87.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
86.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
86.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
86.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
86.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
85.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
85.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
85.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
84.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
84.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
83.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
83.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
81.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
81.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
81.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
80.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
80.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
79.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
78.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
77.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
77.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
76.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
75.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
75.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
75.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
75.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
74.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
74.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
74.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
73.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
72.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
71.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
71.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
70.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
69.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
69.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
69.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
69.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
68.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
68.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
68.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
68.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
68.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
68.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
68.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
67.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
67.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
66.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
66.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
65.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
65.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
65.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
65.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
64.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
64.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
64.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
64.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
64.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
64.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
63.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
63.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
62.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
62.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
62.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
62.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
61.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
61.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
61.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
61.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
60.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
60.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
60.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
60.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
59.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
59.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
59.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
58.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
58.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
57.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
57.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
57.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
57.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
57.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
57.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
56.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
56.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
56.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
55.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
55.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
55.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
55.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
55.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
54.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
54.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
54.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
53.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
53.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
53.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
53.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
52.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
52.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
52.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
52.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
52.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
52.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
51.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
51.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
51.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
51.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
50.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
50.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
50.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
49.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
49.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
49.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
49.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
48.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
48.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
48.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
47.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
47.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
47.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
46.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
46.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
46.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
45.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
45.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
45.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
44.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
44.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
44.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
43.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
43.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
41.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
41.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
41.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
40.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
38.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
37.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
36.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
35.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
35.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL 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.
The Human Protein Atlas project is funded
