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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.
UBN1 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
13.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
UBN1 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
28.8
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
60.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
52.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
46.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
44.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
43.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
41.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
39.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
35.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
35.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
33.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
33.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
30.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
30.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
29.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
28.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UBN1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.6
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.
UBN1 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
27.9
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
50.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
39.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
38.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
38.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
37.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
36.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
35.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
35.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
33.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
29.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
29.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
27.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
27.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
22.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
20.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
