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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.
DENND10 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
14.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
39.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
26.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
11.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
DENND10 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
44.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.5
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.
DENND10 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
14.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
16.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
14.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DENND10 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
27.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
