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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.
PDK2 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
20.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
64.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
58.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
56.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
51.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
47.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
42.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
41.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
41.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
40.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
37.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
35.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
34.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
32.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
30.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
29.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
28.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
28.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
26.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
24.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDK2 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
43.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
33.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
33.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
31.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
27.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
8.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
6.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
5.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
4.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.3
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.
PDK2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
49.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
45.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
37.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
36.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
32.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
29.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
24.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
10.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.7
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.
PDK2 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
32.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
28.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
26.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.9
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.9
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
