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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.
VRK3 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
25.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
45.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
43.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
42.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
41.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
40.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
40.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
39.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
37.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
37.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
36.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
34.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
34.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
33.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
33.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
32.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
32.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
30.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
30.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
30.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
29.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
29.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
29.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
28.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
28.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
28.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
27.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
24.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
24.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
23.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
21.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
19.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
15.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
VRK3 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
23.6
Number of samples
486
Samples
Sample
Description
TPM
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
42.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
42.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
33.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
32.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
31.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
29.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
28.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
23.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
19.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
VRK3 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
23.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
41.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
38.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
33.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
33.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
28.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VRK3 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
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
51.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
29.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
26.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
20.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
1.8
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
1.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.9
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.8
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-2.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
