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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.
PRKD2 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
17.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
50.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
38.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
21.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
20.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKD2 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
39.7
Number of samples
486
Samples
Sample
Description
TPM
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
105.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
83.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
79.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
78.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
75.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
75.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
70.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
68.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
67.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
66.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
66.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
65.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
65.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
64.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
64.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
64.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
63.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
62.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
62.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
61.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
61.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
60.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
60.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
60.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
59.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
59.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
59.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
59.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
59.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
59.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
59.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
59.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
59.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
58.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
58.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
57.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
57.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
57.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
57.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
55.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
55.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
55.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
55.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
55.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
54.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
54.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
54.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
54.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
54.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
54.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
54.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
53.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
53.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
53.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
52.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
52.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
52.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
52.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
52.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
52.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
50.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
50.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
50.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
50.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
50.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
49.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
49.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
49.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
49.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
49.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
49.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
49.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
49.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
49.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
49.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
48.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
48.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
48.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
48.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
48.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
48.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
48.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
47.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
47.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
47.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
47.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
47.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
47.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
46.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
46.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
46.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
46.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
46.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
46.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
46.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
45.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
45.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
45.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
45.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
45.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
45.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
45.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
45.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
44.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
44.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
44.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
44.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
44.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
44.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
44.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
44.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
44.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
43.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
43.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
43.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
43.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
43.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
43.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
42.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
42.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
42.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
42.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
42.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
42.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
42.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
42.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
41.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
41.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
41.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
41.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
41.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
41.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
41.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
41.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
41.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
41.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
40.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
40.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
40.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
40.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
40.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
39.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
39.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
39.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
39.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
39.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
39.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
39.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
39.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
39.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
38.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
38.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
37.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
37.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
37.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
37.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
37.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
37.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
36.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
36.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
36.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
36.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
36.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
35.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
35.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
35.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
35.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
35.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
35.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
34.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
34.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
34.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
33.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
33.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
33.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
32.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
32.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
32.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
32.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
31.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
31.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
31.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
31.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
28.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
28.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
27.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
24.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
PRKD2 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
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
23.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PRKD2 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
36.2
Number of samples
207
Samples
Sample
Description
TPM
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
73.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
62.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
61.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
59.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
57.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
55.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
55.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
54.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
52.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
52.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
50.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
50.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
49.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
49.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
49.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
49.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
49.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
48.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
48.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
48.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
47.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
47.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
47.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
46.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
46.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
45.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
45.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
44.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
43.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
42.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
42.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
41.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
41.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
41.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
41.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
41.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
40.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
40.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
40.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
39.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
39.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
39.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
39.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
39.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
38.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
38.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
38.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
38.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
38.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
38.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
37.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
37.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
37.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
36.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
36.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
36.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
36.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
35.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
34.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
34.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
33.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
33.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
33.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
32.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
32.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
32.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
32.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
30.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
29.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
29.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
27.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_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.