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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.
TCEAL1 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
16.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
60.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
45.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
43.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
43.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
41.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
41.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
31.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
31.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCEAL1 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
48.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
25.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
8.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
7.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
7.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
6.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
6.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
6.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
5.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
4.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
3.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
3.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
3.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
3.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.4
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.
TCEAL1 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
18.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
49.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
41.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
38.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
37.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
35.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
31.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TCEAL1 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
13.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
