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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.
USP21 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP21 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
15.8
Number of samples
486
Samples
Sample
Description
TPM
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
15.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
USP21 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
12.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.1
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.
USP21 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
207
Samples
Sample
Description
TPM
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
59.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
