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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.
CDK18 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
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
54.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
39.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
16.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDK18 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
48.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
16.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
10.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
9.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
4.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
3.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDK18 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
13.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
22.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 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.
CDK18 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
15.4
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
47.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
38.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
36.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
35.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.3
b2400046-1d25-429d-a821-6040a6
Tumor
1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.7
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.7
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.9
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.9
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-1.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-2.2
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
