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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.
MEF2A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
6.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
MEF2A 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
22.8
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
45.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
42.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
40.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
36.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
32.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
26.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
25.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.7
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.
MEF2A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
13.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MEF2A 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
21.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
39.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
30.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
23.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
