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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.
UBQLN2 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
14.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
UBQLN2 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
25.9
Number of samples
486
Samples
Sample
Description
TPM
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
56.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
55.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
52.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
50.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
49.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
44.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
42.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
41.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
38.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
37.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
36.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
34.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
31.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
31.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
30.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
29.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
27.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBQLN2 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
15.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
27.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
17.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBQLN2 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
26.2
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
61.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
57.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
53.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
49.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
38.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
36.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
36.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
35.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
34.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
33.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
32.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
30.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
29.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
24.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
17.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
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
