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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.
MAP2K4 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
MAP2K4 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
4.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
MAP2K4 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
7.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.3
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.
MAP2K4 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
10.6
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
8.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.0
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
