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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.
FOXRED2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
80.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
35.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
FOXRED2 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
15.0
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
79.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
75.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
75.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
72.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
66.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
64.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
64.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
60.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
58.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
57.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
49.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
47.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
40.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
40.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
33.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
23.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
6.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
6.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
5.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
5.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
FOXRED2 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
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
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.
FOXRED2 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
64.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
64.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
34.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
5.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
5.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
3.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
