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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.
MED13 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
10.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
54.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
48.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
36.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
35.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
9.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
MED13 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
61.2
Number of samples
486
Samples
Sample
Description
TPM
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
128.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
126.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
122.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
117.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
117.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
115.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
111.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
109.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
109.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
106.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
104.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
104.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
102.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
101.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
101.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
101.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
97.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
95.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
94.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
94.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
93.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
92.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
92.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
91.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
91.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
90.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
89.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
89.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
88.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
88.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
88.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
88.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
87.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
87.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
87.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
86.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
85.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
85.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
84.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
84.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
84.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
84.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
84.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
84.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
83.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
83.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
83.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
83.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
83.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
83.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
82.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
82.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
82.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
82.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
81.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
80.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
80.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
80.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
80.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
80.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
80.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
79.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
79.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
79.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
79.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
79.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
78.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
78.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
78.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
78.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
78.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
78.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
78.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
78.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
77.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
77.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
77.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
77.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
76.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
76.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
76.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
76.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
76.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
76.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
75.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
75.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
75.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
75.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
75.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
75.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
74.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
74.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
74.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
74.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
74.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
74.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
74.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
74.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
74.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
74.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
73.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
73.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
73.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
73.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
73.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
73.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
72.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
72.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
72.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
72.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
71.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
71.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
71.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
71.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
71.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
70.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
70.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
70.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
70.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
70.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
70.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
69.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
69.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
69.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
69.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
69.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
69.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
69.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
69.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
69.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
69.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
69.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
69.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
68.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
68.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
68.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
68.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
68.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
68.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
68.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
68.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
67.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
67.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
67.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
67.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
67.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
67.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
67.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
67.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
67.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
66.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
66.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
66.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
66.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
66.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
66.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
66.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
66.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
66.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
65.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
65.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
65.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
65.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
65.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
65.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
65.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
65.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
65.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
64.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
64.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
64.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
64.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
64.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
64.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
64.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
64.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
64.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
64.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
64.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
63.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
63.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
63.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
63.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
63.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
63.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
63.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
63.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
63.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
62.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
62.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
62.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
62.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
62.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
62.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
62.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
62.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
62.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
62.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
61.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
61.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
61.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
61.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
61.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
61.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
61.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
61.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
61.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
61.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
61.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
61.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
61.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
61.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
61.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
61.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
61.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
61.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
60.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
60.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
60.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
60.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
60.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
60.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
60.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
60.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
60.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
60.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
60.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
60.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
60.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
60.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
59.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
59.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
59.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
59.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
59.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
59.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
59.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
59.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
59.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
59.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
59.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
59.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
59.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
59.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
58.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
58.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
58.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
58.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
58.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
58.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
58.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
58.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
58.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
58.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
58.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
58.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
58.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
58.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
58.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
58.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
58.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
57.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
57.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
57.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
57.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
57.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
57.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
57.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
57.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
57.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
57.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
57.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
56.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
56.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
56.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
56.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
56.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
56.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
56.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
56.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
56.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
56.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
55.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
55.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
55.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
55.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
55.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
55.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
55.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
55.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
55.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
55.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
55.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
55.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
55.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
55.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
55.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
54.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
54.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
54.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
54.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
54.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
54.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
54.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
54.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
54.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
54.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
54.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
54.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
54.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
54.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
54.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
53.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
53.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
53.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
53.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
53.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
53.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
53.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
53.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
53.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
53.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
52.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
52.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
52.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
52.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
52.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
52.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
52.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
52.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
52.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
52.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
52.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
52.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
52.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
52.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
52.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
52.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
52.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
52.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
51.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
51.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
51.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
51.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
51.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
51.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
51.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
51.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
51.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
51.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
50.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
50.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
50.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
50.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
50.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
50.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
49.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
49.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
49.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
49.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
49.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
49.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
49.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
48.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
48.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
48.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
48.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
48.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
48.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
48.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
48.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
48.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
48.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
48.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
47.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
47.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
47.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
47.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
47.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
47.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
47.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
47.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
47.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
47.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
47.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
47.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
47.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
47.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
46.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
46.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
46.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
46.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
46.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
45.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
45.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
45.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
45.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
45.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
45.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
45.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
45.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
44.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
44.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
44.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
44.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
44.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
43.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
43.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
43.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
43.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
43.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
43.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
43.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
42.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
42.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
42.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
42.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
42.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
41.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
41.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
41.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
40.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
40.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
40.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
40.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
40.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
38.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
38.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
38.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
38.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
38.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
37.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
36.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
36.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
36.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
35.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
35.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
31.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.1
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.
MED13 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
10.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MED13 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
53.9
Number of samples
207
Samples
Sample
Description
TPM
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
119.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
111.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
101.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
96.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
93.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
92.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
90.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
90.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
90.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
89.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
88.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
85.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
84.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
82.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
80.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
79.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
79.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
78.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
77.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
74.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
72.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
71.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
71.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
71.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
71.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
70.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
70.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
69.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
69.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
69.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
69.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
68.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
67.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
66.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
66.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
65.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
65.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
65.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
65.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
65.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
65.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
64.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
64.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
64.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
64.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
64.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
64.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
64.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
64.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
63.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
63.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
63.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
63.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
61.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
61.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
61.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
61.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
61.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
60.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
60.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
60.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
60.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
60.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
59.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
58.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
58.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
57.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
57.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
57.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
57.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
56.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
56.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
56.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
56.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
56.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
56.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
55.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
55.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
55.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
55.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
55.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
55.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
55.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
54.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
54.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
54.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
53.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
53.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
53.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
53.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
53.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
53.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
52.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
52.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
52.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
52.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
52.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
52.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
52.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
51.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
51.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
51.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
51.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
51.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
51.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
50.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
50.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
50.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
50.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
50.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
50.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
49.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
49.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
49.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
49.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
48.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
48.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
48.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
48.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
47.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
47.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
47.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
47.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
47.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
46.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
46.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
46.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
46.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
46.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
46.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
45.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
45.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
45.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
45.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
44.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
44.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
44.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
44.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
44.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
43.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
43.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
43.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
43.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
43.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
43.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
41.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
41.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
41.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
41.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
41.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
41.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
40.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
40.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
40.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
40.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
40.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
39.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
38.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
38.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
38.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
37.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
37.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
35.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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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.
The Human Protein Atlas project is funded
