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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.
DCAF11 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
14.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
27.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
13.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
12.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCAF11 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.2
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
26.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
12.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
8.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
7.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
7.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
6.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DCAF11 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
12.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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
15.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
10.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
DCAF11 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
34.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
29.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
5.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.8
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.8
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.9
82157a70-12f1-4913-b548-d98881_D2
Normal
-1.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.6
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
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
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_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
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
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
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
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
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
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
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
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
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
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
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
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
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
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
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
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
