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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.
PPP1R15B 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
51.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
46.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
40.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
37.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
27.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
26.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
25.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
16.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 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.
PPP1R15B 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
44.4
Number of samples
486
Samples
Sample
Description
TPM
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
95.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
78.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
77.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
76.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
75.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
74.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
74.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
73.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
71.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
70.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
70.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
70.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
68.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
68.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
67.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
67.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
66.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
66.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
66.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
65.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
65.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
64.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
63.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
62.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
61.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
61.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
61.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
61.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
60.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
60.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
60.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
60.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
59.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
59.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
59.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
59.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
58.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
58.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
58.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
58.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
58.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
58.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
58.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
57.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
57.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
57.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
57.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
57.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
56.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
56.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
56.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
56.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
55.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
55.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
55.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
55.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
55.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
55.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
55.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
55.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
55.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
54.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
54.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
54.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
54.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
54.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
54.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
54.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
54.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
54.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
53.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
53.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
53.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
53.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
53.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
53.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
53.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
53.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
52.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
52.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
52.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
52.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
52.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
52.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
52.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
52.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
52.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
51.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
51.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
51.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
51.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
51.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
51.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
51.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
51.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
51.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
51.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
51.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
50.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
50.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
50.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
50.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
50.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
50.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
50.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
50.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
50.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
50.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
50.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
50.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
50.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
50.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
50.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
49.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
49.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
49.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
49.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
49.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
49.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
49.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
49.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
49.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
49.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
49.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
49.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
49.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
49.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
49.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
49.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
49.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
49.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
48.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
48.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
48.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
48.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
48.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
48.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
48.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
48.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
48.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
48.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
48.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
48.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
48.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
48.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
47.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
47.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
47.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
47.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
47.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
47.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
47.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
47.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
47.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
47.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
47.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
47.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
46.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
46.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
46.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
46.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
46.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
46.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
46.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
46.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
45.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
45.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
45.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
45.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
45.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
45.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
45.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
45.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
45.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
45.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
45.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
45.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
44.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
44.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
44.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
44.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
44.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
44.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
44.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
44.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
44.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
44.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
44.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
43.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
43.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
43.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
43.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
43.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
43.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
43.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
43.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
43.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
43.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
43.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
43.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
42.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
42.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
42.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
42.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
42.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
42.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
42.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
42.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
42.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
41.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
41.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
41.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
41.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
41.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
41.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
41.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
40.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
40.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
40.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
40.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
40.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
40.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
40.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
40.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
40.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
40.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
39.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
39.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
39.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
39.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
39.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
38.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
38.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
38.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
37.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
37.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
37.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
37.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
37.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
37.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
36.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
36.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
35.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
34.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
33.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
33.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
33.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
32.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
32.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
31.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
31.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
29.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
28.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
26.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.0
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.
PPP1R15B 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
19.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
30.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
29.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PPP1R15B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.0
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
84.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
69.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
67.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
62.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
62.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
57.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
56.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
55.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
54.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
53.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
52.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
52.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
52.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
50.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
50.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
50.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
50.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
49.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
49.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
49.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
49.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
49.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
49.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
48.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
48.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
48.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
47.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
47.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
47.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
47.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
47.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
47.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
47.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
46.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
46.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
45.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
45.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
45.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
45.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
45.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
45.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
44.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
44.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
43.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
43.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
43.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
43.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
43.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
42.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
42.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
42.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
41.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
41.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
41.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
41.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
40.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
40.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
40.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
40.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
39.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
39.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
39.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
38.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
38.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
38.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
38.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
37.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
37.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
37.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
37.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
36.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
36.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
36.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
36.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
35.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
35.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
34.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
34.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
33.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
32.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
30.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
29.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
29.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
29.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
