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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.
PRKD3 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-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
10.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
5.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKD3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
13.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
12.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
5.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
4.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKD3 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
PRKD3 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
12.6
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
3.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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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
