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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.
IL17RB 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
54.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
17.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 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.
IL17RB 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
14.7
Number of samples
486
Samples
Sample
Description
TPM
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
48.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
43.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
33.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
28.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
7.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
7.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
6.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
6.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
6.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
5.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
4.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
4.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
4.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
4.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
4.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
4.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
4.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
4.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
3.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
3.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
IL17RB is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
16.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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.
IL17RB 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
79.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
6.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
