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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.
MED13L is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
34.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
MED13L 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
38.6
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
76.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
71.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
64.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
63.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
62.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
61.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
61.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
60.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
60.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
60.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
59.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
59.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
58.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
58.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
57.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
56.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
56.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
55.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
55.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
55.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
54.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
53.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
53.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
53.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
53.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
53.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
53.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
53.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
52.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
52.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
52.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
52.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
51.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
51.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
51.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
51.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
50.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
50.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
50.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
50.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
50.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
50.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
50.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
50.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
49.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
49.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
48.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
48.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
48.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
48.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
48.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
48.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
48.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
48.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
47.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
47.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
47.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
47.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
47.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
47.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
47.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
47.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
47.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
47.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
46.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
46.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
46.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
46.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
46.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
46.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
46.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
46.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
46.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
46.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
45.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
45.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
45.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
45.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
45.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
45.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
45.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
45.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
45.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
45.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
44.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
44.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
44.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
44.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
44.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
44.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
44.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
44.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
44.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
43.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
43.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
43.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
43.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
43.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
43.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
43.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
43.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
42.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
42.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
42.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
42.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
42.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
42.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
41.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
41.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
41.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
41.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
41.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
41.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
41.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
41.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
41.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
41.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
41.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
40.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
40.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
40.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
40.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
40.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
40.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
39.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
39.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
39.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
39.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
39.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
39.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
39.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
39.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
39.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
39.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
38.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
38.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
38.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
38.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
38.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
38.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
38.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
37.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
37.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
37.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
37.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
37.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
37.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
37.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
36.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
36.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
36.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
36.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
35.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
35.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
35.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
35.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
35.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
35.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
34.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
34.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
34.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
33.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
33.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
33.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
33.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
32.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
32.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
31.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
31.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
31.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
29.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
25.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
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.
MED13L is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.5
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.
MED13L 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
37.4
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
68.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
56.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
55.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
55.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
54.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
54.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
53.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
53.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
52.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
51.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
51.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
51.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
51.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
50.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
50.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
50.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
49.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
49.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
48.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
48.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
47.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
47.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
47.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
47.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
47.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
47.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
46.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
46.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
46.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
46.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
46.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
45.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
45.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
44.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
44.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
44.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
44.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
44.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
42.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
42.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
42.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
42.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
41.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
41.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
40.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
40.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
40.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
40.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
40.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
39.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
39.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
38.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
37.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
37.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
37.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
36.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
36.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
35.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
35.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
35.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
35.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
34.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
33.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
33.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
32.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
30.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
30.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
29.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
29.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
29.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.3
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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
