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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.
STAMBP 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
19.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
49.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
20.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
STAMBP 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
21.9
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
37.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
33.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
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.
STAMBP 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
20.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
20.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.0
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.
STAMBP 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
20.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
34.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
29.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
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Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
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Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
