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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.
DCAKD 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
18.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
47.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
29.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
24.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
21.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
20.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
DCAKD 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
17.5
Number of samples
486
Samples
Sample
Description
TPM
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
31.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
24.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
12.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
DCAKD 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
17.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
41.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
30.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
20.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
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.
DCAKD 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
16.0
Number of samples
207
Samples
Sample
Description
TPM
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
33.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
28.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
26.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.9
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
