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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.
CREB1 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
8.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CREB1 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
27.8
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
52.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
46.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
45.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
41.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
40.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
38.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
38.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
38.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
37.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
36.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
35.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
35.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
34.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
34.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
33.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
32.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
32.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
31.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
30.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
29.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
25.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
22.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
22.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
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.
CREB1 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
8.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CREB1 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
25.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
35.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
33.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
29.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
29.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
29.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
28.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
27.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
24.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
