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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.
SGK1 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
17.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
136.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
112.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
102.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
95.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
80.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
76.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
70.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
67.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
50.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
48.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
48.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
48.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
47.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
45.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
44.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
44.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
42.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
41.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
37.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
37.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
34.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
30.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
SGK1 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
36.6
Number of samples
486
Samples
Sample
Description
TPM
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
172.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
157.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
148.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
148.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
120.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
115.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
113.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
111.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
106.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
104.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
104.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
102.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
99.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
96.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
92.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
92.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
90.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
85.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
84.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
83.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
82.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
82.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
81.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
81.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
81.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
80.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
80.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
79.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
78.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
78.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
76.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
76.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
75.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
75.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
74.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
74.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
73.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
72.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
72.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
72.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
72.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
70.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
68.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
68.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
68.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
66.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
66.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
66.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
65.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
63.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
63.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
62.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
62.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
61.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
60.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
58.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
58.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
58.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
58.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
57.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
57.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
56.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
56.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
56.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
55.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
55.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
55.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
55.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
55.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
54.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
54.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
54.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
54.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
53.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
53.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
53.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
53.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
53.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
53.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
53.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
53.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
52.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
52.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
51.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
51.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
51.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
51.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
51.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
50.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
50.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
49.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
49.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
49.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
49.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
48.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
48.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
48.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
48.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
48.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
48.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
47.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
47.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
47.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
46.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
46.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
46.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
46.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
46.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
46.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
46.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
46.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
46.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
45.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
45.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
45.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
43.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
43.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
43.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
43.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
43.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
43.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
42.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
42.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
41.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
41.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
40.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
39.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
38.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
37.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
36.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
35.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
33.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
28.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SGK1 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
16.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
77.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
62.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
46.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
38.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
38.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
37.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
SGK1 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
29.9
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
104.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
95.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
92.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
85.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
84.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
83.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
81.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
80.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
79.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
78.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
73.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
71.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
70.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
66.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
64.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
62.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
58.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
57.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
56.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
56.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
55.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
55.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
54.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
53.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
53.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
52.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
52.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
51.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
50.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
49.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
49.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
48.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
45.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
45.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
45.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
45.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
41.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
40.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
39.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
39.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
36.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
28.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.6
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
