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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.
WDR20 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 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.
WDR20 is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
23.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
WDR20 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
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.3
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.
WDR20 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
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
e8faa3a7-9fc7-428e-9334-a0afd0_D3
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
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_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
47d2a435-b203-4438-ae72-53c424_D2
Normal
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
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
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
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
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
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_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
cbd0e774-c741-4753-9c9e-391a7d_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
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
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
cd3a9d59-bf13-48f3-ae97-bdbca4_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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_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
1fbb1add-4660-4ec1-b8c2-360f9f_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
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.
The Human Protein Atlas project is funded
