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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.
SENP5 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
10.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
5.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
SENP5 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
29.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
26.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
24.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
23.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
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.
SENP5 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
6.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
6.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SENP5 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
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
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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.
The Human Protein Atlas project is funded
