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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.
WSB1 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
40.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
WSB1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
40.7
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
131.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
127.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
97.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
95.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
93.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
86.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
81.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
76.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
76.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
75.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
74.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
73.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
71.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
70.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
68.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
67.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
67.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
66.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
65.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
65.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
65.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
64.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
64.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
64.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
64.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
64.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
63.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
62.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
62.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
61.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
61.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
59.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
59.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
59.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
59.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
59.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
58.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
58.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
58.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
58.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
58.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
57.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
57.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
57.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
57.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
57.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
56.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
56.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
55.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
55.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
54.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
54.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
54.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
54.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
54.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
54.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
54.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
53.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
53.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
53.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
52.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
52.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
52.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
51.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
51.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
51.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
51.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
51.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
51.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
51.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
50.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
50.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
50.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
50.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
50.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
50.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
50.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
50.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
50.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
50.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
50.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
49.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
49.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
49.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
49.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
49.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
49.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
49.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
49.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
49.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
49.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
49.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
48.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
48.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
48.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
48.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
48.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
48.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
48.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
48.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
48.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
48.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
48.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
47.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
47.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
47.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
47.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
47.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
47.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
47.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
46.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
46.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
46.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
46.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
46.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
46.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
46.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
45.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
45.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
45.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
45.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
45.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
45.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
45.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
44.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
44.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
44.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
44.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
43.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
43.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
43.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
43.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
42.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
42.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
42.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
42.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
42.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
42.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
42.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
42.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
41.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
41.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
41.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
41.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
41.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
41.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
41.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
40.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
40.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
40.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
40.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
40.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
39.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
39.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
39.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
39.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
39.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
38.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
38.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
38.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
38.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
37.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
37.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
37.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
37.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
36.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
35.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
35.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
34.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
33.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
31.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
29.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
23.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WSB1 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
9.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
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.
WSB1 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
39.6
Number of samples
207
Samples
Sample
Description
TPM
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
101.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
73.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
72.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
72.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
72.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
71.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
70.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
70.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
70.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
69.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
66.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
64.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
64.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
62.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
62.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
62.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
61.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
60.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
60.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
59.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
57.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
56.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
56.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
56.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
56.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
55.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
55.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
55.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
54.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
54.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
53.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
53.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
52.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
51.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
50.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
50.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
50.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
49.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
49.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
49.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
49.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
48.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
48.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
48.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
48.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
47.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
46.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
46.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
46.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
46.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
45.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
45.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
45.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
44.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
44.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
44.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
44.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
43.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
43.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
43.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
41.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
41.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
41.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
40.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
40.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
39.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
39.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
38.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
38.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
37.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
37.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
37.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
34.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
34.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
34.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
33.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
33.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
31.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
30.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
29.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
29.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
28.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
25.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
