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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.
DEPTOR 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
13.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
37.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
31.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
28.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
25.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
DEPTOR 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
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
72.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
59.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
59.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
58.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
49.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
40.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
39.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
26.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
19.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
6.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
4.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
4.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
4.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
4.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
3.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DEPTOR 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
12.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
47.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
DEPTOR 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
13.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
63.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
31.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
26.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
7.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
4.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
3.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.8
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.9
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-1.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.4
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
