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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.
VRK2 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
15.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
36.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
27.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
23.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
12.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
VRK2 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
26.4
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
113.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
71.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
57.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
54.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
51.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
50.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
47.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
43.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
41.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
40.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
40.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
37.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
37.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
37.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
37.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
37.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
36.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
35.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
34.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
34.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
32.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
30.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
29.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
28.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
28.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
27.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
26.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
24.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
VRK2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
28.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
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.
VRK2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.9
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
47.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
38.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
33.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
29.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
29.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
28.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
28.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
24.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.7
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.8
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
