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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.
UPK3BL2 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
8.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
51.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
36.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
33.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
3.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 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.
UPK3BL2 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
69.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
57.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
49.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
6.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
6.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
6.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
6.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
6.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
5.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
5.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
5.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
5.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
4.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
3.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UPK3BL2 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
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 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.
UPK3BL2 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
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
36.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
28.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
6.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
5.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
2.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
2.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
