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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.
MAPK8 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
5.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
MAPK8 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
486
Samples
Sample
Description
TPM
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
MAPK8 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
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.
MAPK8 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.5
Number of samples
207
Samples
Sample
Description
TPM
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
2.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
2.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.8
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.8
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.8
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.8
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.8
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.9
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.9
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-1.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-1.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-1.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.7
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-1.9
8cc7e656-0152-4359-8566-0581c3
Tumor
-2.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-2.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-3.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-4.1
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
