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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.
PIK3CB 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
35.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
17.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
PIK3CB is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.6
Number of samples
486
Samples
Sample
Description
TPM
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
203.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
76.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
55.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
53.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
49.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
49.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
45.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
45.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
43.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
43.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
42.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
41.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
40.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
40.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
39.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
37.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
35.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
35.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
35.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
34.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
33.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
33.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
32.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
31.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
30.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
27.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
27.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
26.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
23.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
PIK3CB is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
15.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PIK3CB is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.1
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
56.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
53.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
46.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
40.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
38.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
34.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
34.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
34.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
34.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
33.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
30.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
23.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_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.