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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.
UPK3BL1 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
15.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
75.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
74.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
61.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
56.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
56.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
51.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
41.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
39.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
39.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
38.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
37.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
35.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
34.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
34.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
34.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
33.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
31.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
30.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
0.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 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.
UPK3BL1 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
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
41.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
7.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
6.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
6.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
6.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
6.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
6.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
6.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
6.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
5.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
5.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
5.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
5.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
5.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
4.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
4.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
4.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
4.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
4.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
4.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
4.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
4.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
4.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
4.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
3.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
3.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
3.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
3.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
3.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
3.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
3.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
3.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
3.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
3.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
3.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
2.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
2.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
2.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
2.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
2.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
2.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
2.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
2.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
2.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
2.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
2.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
2.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
2.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
1.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
1.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
1.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
1.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
1.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
1.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
1.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
1.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
1.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
1.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
0.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
0.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
0.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
0.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
0.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
0.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
0.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
0.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
0.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
0.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
0.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 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.
UPK3BL1 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
76.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
46.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
39.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
33.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
26.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.4
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.
UPK3BL1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.4
Number of samples
207
Samples
Sample
Description
TPM
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
6.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
6.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
5.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
5.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
5.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
4.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
4.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
4.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
4.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
4.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
3.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
2.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
1.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
1.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
1.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
1.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
0.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
0.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
0.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
0.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
0.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
0.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.0
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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
