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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.
ELK3 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
11.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
66.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
38.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
34.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
ELK3 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
28.1
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
94.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
87.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
83.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
76.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
73.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
73.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
70.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
63.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
59.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
53.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
50.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
50.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
49.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
48.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
47.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
47.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
45.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
45.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
45.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
44.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
44.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
43.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
43.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
42.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
42.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
41.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
38.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
38.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
36.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
35.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
34.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
33.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
32.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
32.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
31.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
30.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
30.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
30.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
29.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
28.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
27.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
27.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
23.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
20.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
ELK3 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
11.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
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.
ELK3 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
25.8
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
55.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
55.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
55.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
49.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
47.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
47.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
46.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
44.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
43.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
42.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
41.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
40.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
39.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
37.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
37.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
33.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
33.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
32.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
32.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
24.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.