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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.
VHL 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
18.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
33.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
22.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
14.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
VHL 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
VHL 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
18.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
VHL 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
20.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
39.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
