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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.
PDK4 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
6.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
91.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
58.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
31.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
25.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
PDK4 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
22.7
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
575.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
278.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
187.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
113.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
111.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
108.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
96.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
95.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
90.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
89.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
84.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
81.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
80.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
80.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
77.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
76.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
76.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
75.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
73.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
70.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
70.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
70.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
68.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
66.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
64.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
60.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
60.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
59.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
58.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
57.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
56.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
55.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
53.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
52.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
51.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
50.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
50.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
48.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
48.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
47.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
46.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
46.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
45.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
44.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
44.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
43.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
42.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
42.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
41.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
39.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
39.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
38.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
38.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
36.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
36.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
34.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
30.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
9.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
7.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
5.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
5.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
5.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
5.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
5.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
5.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
4.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
4.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
4.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
4.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
4.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
3.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
3.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
3.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
2.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
2.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
2.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
2.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
2.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
2.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
2.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
2.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
2.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
1.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
1.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
1.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
1.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
PDK4 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
6.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
3.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PDK4 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
23.7
Number of samples
207
Samples
Sample
Description
TPM
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
232.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
194.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
170.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
119.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
111.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
109.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
109.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
98.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
86.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
85.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
83.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
75.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
74.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
71.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
71.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
64.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
63.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
58.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
49.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
47.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
47.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
46.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
45.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
39.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
38.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
37.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
36.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
6.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
4.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
3.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
3.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
2.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
2.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
2.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
2.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
1.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
