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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.
GBE1 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
35.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
GBE1 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
12.9
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
7.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
6.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
GBE1 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
10.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
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.
GBE1 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
45.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
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Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
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Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.7
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.