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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.
IL7R 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
7.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
170.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
67.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
62.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
40.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
6.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
1.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
IL7R 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
35.6
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
176.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
125.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
124.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
118.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
112.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
111.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
107.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
100.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
97.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
95.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
91.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
88.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
87.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
85.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
84.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
83.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
82.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
82.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
80.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
79.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
75.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
73.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
73.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
73.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
72.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
72.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
72.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
71.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
69.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
68.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
68.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
68.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
67.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
67.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
65.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
65.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
65.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
65.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
63.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
63.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
62.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
62.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
62.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
61.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
61.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
61.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
60.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
60.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
60.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
60.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
60.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
60.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
59.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
58.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
58.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
58.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
57.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
57.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
57.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
57.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
56.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
56.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
55.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
55.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
55.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
55.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
55.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
55.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
54.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
54.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
54.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
53.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
53.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
52.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
52.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
52.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
52.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
52.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
52.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
51.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
51.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
51.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
51.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
50.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
50.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
49.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
48.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
48.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
48.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
48.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
46.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
46.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
46.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
46.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
45.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
45.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
45.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
44.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
44.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
44.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
44.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
44.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
44.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
43.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
43.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
43.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
43.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
42.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
42.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
42.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
42.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
41.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
41.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
41.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
40.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
40.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
40.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
38.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
37.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
36.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
36.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
36.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
36.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
35.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
35.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
34.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
34.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
33.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
32.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
29.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
28.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
28.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
28.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
26.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
IL7R 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
6.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
5.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
IL7R 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
29.9
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
100.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
84.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
81.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
80.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
77.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
71.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
70.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
68.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
68.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
60.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
58.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
56.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
53.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
53.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
52.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
52.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
51.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
50.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
48.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
47.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
47.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
45.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
45.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
43.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
43.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
42.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
41.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
41.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
40.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
39.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
39.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
36.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
35.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
34.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
32.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
32.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
28.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
25.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
24.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
24.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
