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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.
TLE1 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
23.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
55.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
54.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
54.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
52.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
49.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
48.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
44.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
43.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
42.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
41.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
40.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
39.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
38.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
37.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
37.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
34.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
34.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
34.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
33.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
31.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
28.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
27.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
27.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
25.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
24.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
24.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
23.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
15.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
TLE1 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
41.1
Number of samples
486
Samples
Sample
Description
TPM
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
111.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
98.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
97.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
89.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
89.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
88.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
85.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
84.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
84.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
83.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
81.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
78.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
77.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
77.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
76.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
75.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
75.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
73.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
73.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
72.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
71.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
71.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
71.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
70.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
70.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
70.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
70.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
69.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
69.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
69.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
68.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
68.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
68.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
68.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
67.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
67.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
67.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
67.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
66.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
66.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
65.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
65.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
64.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
64.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
63.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
63.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
63.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
62.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
62.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
62.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
62.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
62.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
61.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
61.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
60.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
60.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
60.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
60.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
60.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
59.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
59.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
58.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
58.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
58.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
58.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
58.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
57.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
57.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
57.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
57.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
57.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
57.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
57.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
56.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
56.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
56.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
56.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
56.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
56.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
56.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
55.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
55.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
55.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
55.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
55.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
55.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
55.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
55.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
55.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
54.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
54.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
53.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
53.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
53.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
53.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
53.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
53.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
53.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
53.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
53.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
53.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
53.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
52.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
52.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
52.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
52.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
52.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
52.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
52.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
52.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
52.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
51.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
51.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
51.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
51.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
51.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
51.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
51.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
50.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
50.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
50.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
50.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
50.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
49.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
49.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
49.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
49.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
49.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
49.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
48.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
48.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
48.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
48.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
48.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
48.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
48.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
48.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
48.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
47.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
47.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
47.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
47.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
47.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
47.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
46.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
46.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
46.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
46.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
46.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
46.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
46.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
46.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
46.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
45.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
45.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
45.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
45.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
45.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
45.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
44.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
44.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
44.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
44.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
44.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
44.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
43.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
43.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
43.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
43.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
43.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
43.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
43.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
42.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
41.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
41.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
41.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
41.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
40.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
40.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
40.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
40.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
40.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
40.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
40.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
40.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
40.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
39.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
39.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
39.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
39.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
39.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
39.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
39.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
38.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
38.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
38.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
37.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
37.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
36.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
36.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
36.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
36.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
36.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
35.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
35.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
33.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
33.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
32.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
31.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
31.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
31.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
31.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
31.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
31.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
29.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
28.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
27.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
15.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TLE1 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
20.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
42.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
33.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
31.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
28.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
24.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
17.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
TLE1 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
38.2
Number of samples
207
Samples
Sample
Description
TPM
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
110.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
96.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
86.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
76.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
74.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
74.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
73.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
70.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
69.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
69.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
69.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
68.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
68.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
67.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
66.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
66.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
65.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
64.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
63.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
62.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
62.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
62.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
62.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
60.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
57.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
57.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
57.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
57.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
56.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
55.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
53.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
52.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
52.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
51.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
51.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
51.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
50.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
50.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
49.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
49.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
49.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
47.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
47.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
47.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
47.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
47.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
46.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
45.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
45.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
45.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
44.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
44.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
44.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
44.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
43.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
43.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
43.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
43.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
43.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
43.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
42.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
42.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
42.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
42.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
41.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
41.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
40.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
40.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
40.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
39.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
38.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
37.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
37.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
37.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
36.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
36.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
36.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
35.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
34.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
33.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
31.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
27.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
26.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
25.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
25.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
